diff --git a/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323.csv b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323.csv new file mode 100644 index 0000000000000000000000000000000000000000..9baf435c93ae74f84c6b9e621f34e8c6b174b43c --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0501,0.0,0,6474,157283,1000,0.05,0,108,2764 +2,0.0501,0.0,0,6474,157283,1000,0.05,0,108,2764 +3,0.0501,0.0,0,6474,157283,1000,0.05,0,108,2764 diff --git a/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run1.log b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run2.log b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330.csv b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330.csv new file mode 100644 index 0000000000000000000000000000000000000000..e831d701e70a3fd2ac7ec150af78884655059e25 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0817,99.6,87034,5906,70817,1000,0.05,100,108,2764 +2,0.0468,100.0,87034,5906,70817,1000,0.05,100,108,2764 +3,0.0468,100.0,87034,5906,70817,1000,0.05,100,108,2764 diff --git a/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run1.log b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..2ac7062d96988666bdd361bff0ed6020f12bfcd8 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=82(h=82,m=0) io=77 l0=0 | 0.4ms avg=0.4ms +B 200: pg=166 mem=85(h=85,m=0) io=5 l0=76 | 0.0ms avg=0.2ms +B 300: pg=176 mem=84(h=84,m=0) io=7 l0=85 | 0.0ms avg=0.2ms +B 400: pg=176 mem=84(h=84,m=0) io=1 l0=91 | 0.0ms avg=0.1ms +B 500: pg=160 mem=76(h=76,m=0) io=5 l0=79 | 0.0ms avg=0.1ms +B 600: pg=182 mem=80(h=80,m=0) io=7 l0=95 | 0.0ms avg=0.1ms +B 700: pg=170 mem=83(h=83,m=0) io=3 l0=84 | 0.0ms avg=0.1ms +B 800: pg=174 mem=80(h=80,m=0) io=8 l0=86 | 0.0ms avg=0.1ms +B 900: pg=181 mem=78(h=78,m=0) io=6 l0=97 | 0.0ms avg=0.1ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0817 ms/batch +MEM: 87034 (hit=86662 miss=372 rate=99.6%) +IO: 5906 | L0: 70817 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run2.log b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..d4acb4ec42342c214f1c387a4cf913a65d803b82 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=82(h=82,m=0) io=77 l0=0 | 0.4ms avg=0.0ms +B 200: pg=166 mem=85(h=85,m=0) io=5 l0=76 | 0.0ms avg=0.1ms +B 300: pg=176 mem=84(h=84,m=0) io=7 l0=85 | 0.0ms avg=0.1ms +B 400: pg=176 mem=84(h=84,m=0) io=1 l0=91 | 0.0ms avg=0.0ms +B 500: pg=160 mem=76(h=76,m=0) io=5 l0=79 | 0.0ms avg=0.0ms +B 600: pg=182 mem=80(h=80,m=0) io=7 l0=95 | 0.0ms avg=0.0ms +B 700: pg=170 mem=83(h=83,m=0) io=3 l0=84 | 0.0ms avg=0.0ms +B 800: pg=174 mem=80(h=80,m=0) io=8 l0=86 | 0.0ms avg=0.0ms +B 900: pg=181 mem=78(h=78,m=0) io=6 l0=97 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0468 ms/batch +MEM: 87034 (hit=87024 miss=10 rate=100.0%) +IO: 5906 | L0: 70817 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run3.log b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..5b1ca583f0ee4e886199bcf16c4f126d10da1241 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w100/avazu_a0.05_w100_20260501_023330_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=82(h=82,m=0) io=77 l0=0 | 0.4ms avg=0.0ms +B 200: pg=166 mem=85(h=85,m=0) io=5 l0=76 | 0.0ms avg=0.1ms +B 300: pg=176 mem=84(h=84,m=0) io=7 l0=85 | 0.0ms avg=0.1ms +B 400: pg=176 mem=84(h=84,m=0) io=1 l0=91 | 0.0ms avg=0.0ms +B 500: pg=160 mem=76(h=76,m=0) io=5 l0=79 | 0.0ms avg=0.0ms +B 600: pg=182 mem=80(h=80,m=0) io=7 l0=95 | 0.0ms avg=0.0ms +B 700: pg=170 mem=83(h=83,m=0) io=3 l0=84 | 0.0ms avg=0.0ms +B 800: pg=174 mem=80(h=80,m=0) io=8 l0=86 | 0.0ms avg=0.0ms +B 900: pg=181 mem=78(h=78,m=0) io=6 l0=97 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0468 ms/batch +MEM: 87034 (hit=87023 miss=11 rate=100.0%) +IO: 5906 | L0: 70817 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334.csv b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334.csv new file mode 100644 index 0000000000000000000000000000000000000000..d073bc234c9abe6c9792ac7e5246897928f71803 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0961,99.5,107745,5545,50467,1000,0.05,200,108,2764 +2,0.0446,100.0,107745,5545,50467,1000,0.05,200,108,2764 +3,0.0445,100.0,107745,5545,50467,1000,0.05,200,108,2764 diff --git a/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run1.log b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..0485f728694a6eefe8a5fc05330d917575030600 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=159(h=156,m=3) io=0 l0=0 | 0.3ms avg=0.0ms +B 200: pg=166 mem=106(h=106,m=0) io=60 l0=0 | 0.3ms avg=0.3ms +B 300: pg=176 mem=100(h=100,m=0) io=12 l0=64 | 0.1ms avg=0.2ms +B 400: pg=176 mem=106(h=106,m=0) io=3 l0=67 | 0.0ms avg=0.2ms +B 500: pg=160 mem=92(h=92,m=0) io=5 l0=63 | 0.0ms avg=0.1ms +B 600: pg=182 mem=97(h=97,m=0) io=6 l0=79 | 0.0ms avg=0.1ms +B 700: pg=170 mem=97(h=97,m=0) io=4 l0=69 | 0.0ms avg=0.1ms +B 800: pg=174 mem=92(h=92,m=0) io=5 l0=77 | 0.0ms avg=0.1ms +B 900: pg=181 mem=101(h=101,m=0) io=6 l0=74 | 0.0ms avg=0.1ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0961 ms/batch +MEM: 107745 (hit=107193 miss=552 rate=99.5%) +IO: 5545 | L0: 50467 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run2.log b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..6b345489cf9e4566c17a5f72c5c1a1d77ab3ab3d --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=106(h=106,m=0) io=60 l0=0 | 0.3ms avg=0.0ms +B 300: pg=176 mem=100(h=100,m=0) io=12 l0=64 | 0.1ms avg=0.0ms +B 400: pg=176 mem=106(h=106,m=0) io=3 l0=67 | 0.0ms avg=0.0ms +B 500: pg=160 mem=92(h=92,m=0) io=5 l0=63 | 0.0ms avg=0.0ms +B 600: pg=182 mem=97(h=97,m=0) io=6 l0=79 | 0.0ms avg=0.0ms +B 700: pg=170 mem=97(h=97,m=0) io=4 l0=69 | 0.0ms avg=0.0ms +B 800: pg=174 mem=92(h=92,m=0) io=5 l0=77 | 0.0ms avg=0.0ms +B 900: pg=181 mem=101(h=101,m=0) io=6 l0=74 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0446 ms/batch +MEM: 107745 (hit=107735 miss=10 rate=100.0%) +IO: 5545 | L0: 50467 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run3.log b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..7a12efda3a5104cde4960187ea9af62289284c6c --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w200/avazu_a0.05_w200_20260501_023334_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=106(h=106,m=0) io=60 l0=0 | 0.3ms avg=0.0ms +B 300: pg=176 mem=100(h=100,m=0) io=12 l0=64 | 0.1ms avg=0.0ms +B 400: pg=176 mem=106(h=106,m=0) io=3 l0=67 | 0.0ms avg=0.0ms +B 500: pg=160 mem=92(h=92,m=0) io=5 l0=63 | 0.0ms avg=0.0ms +B 600: pg=182 mem=97(h=97,m=0) io=6 l0=79 | 0.0ms avg=0.0ms +B 700: pg=170 mem=97(h=97,m=0) io=4 l0=69 | 0.0ms avg=0.0ms +B 800: pg=174 mem=92(h=92,m=0) io=5 l0=77 | 0.0ms avg=0.0ms +B 900: pg=181 mem=101(h=101,m=0) io=6 l0=74 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0445 ms/batch +MEM: 107745 (hit=107734 miss=11 rate=100.0%) +IO: 5545 | L0: 50467 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327.csv b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327.csv new file mode 100644 index 0000000000000000000000000000000000000000..92e8b16ba56be6f03b44f4aa2a4c65dc446d69ea --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.1466,98.3,58650,6154,98953,1000,0.05,50,108,2764 +2,0.0483,100.0,59300,6153,98304,1000,0.05,50,108,2764 +3,0.0483,100.0,59300,6153,98304,1000,0.05,50,108,2764 diff --git a/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run1.log b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..f9cf3b53c5f5be256ce9ac40fa099f6ee351f0e1 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=0,m=129) io=0 l0=0 | 12.5ms avg=12.5ms +B 100: pg=159 mem=54(h=54,m=0) io=9 l0=96 | 0.1ms avg=1.0ms +B 200: pg=166 mem=56(h=56,m=0) io=5 l0=105 | 0.0ms avg=0.5ms +B 300: pg=176 mem=55(h=55,m=0) io=7 l0=114 | 0.0ms avg=0.4ms +B 400: pg=176 mem=54(h=54,m=0) io=1 l0=121 | 0.0ms avg=0.3ms +B 500: pg=160 mem=51(h=51,m=0) io=5 l0=104 | 0.0ms avg=0.2ms +B 600: pg=182 mem=55(h=55,m=0) io=9 l0=118 | 0.1ms avg=0.2ms +B 700: pg=170 mem=53(h=53,m=0) io=4 l0=113 | 0.0ms avg=0.2ms +B 800: pg=174 mem=53(h=53,m=0) io=7 l0=114 | 0.0ms avg=0.2ms +B 900: pg=181 mem=55(h=55,m=0) io=8 l0=118 | 0.0ms avg=0.2ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.1466 ms/batch +MEM: 58650 (hit=57632 miss=1018 rate=98.3%) +IO: 6154 | L0: 98953 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run2.log b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..40805d8ed13a93714e7c9629ebf444bd44d2e423 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=55(h=55,m=0) io=9 l0=95 | 0.1ms avg=0.1ms +B 200: pg=166 mem=57(h=57,m=0) io=5 l0=104 | 0.0ms avg=0.1ms +B 300: pg=176 mem=55(h=55,m=0) io=7 l0=114 | 0.0ms avg=0.1ms +B 400: pg=176 mem=55(h=55,m=0) io=1 l0=120 | 0.0ms avg=0.0ms +B 500: pg=160 mem=51(h=51,m=0) io=5 l0=104 | 0.0ms avg=0.0ms +B 600: pg=182 mem=55(h=55,m=0) io=9 l0=118 | 0.1ms avg=0.0ms +B 700: pg=170 mem=54(h=54,m=0) io=4 l0=112 | 0.0ms avg=0.0ms +B 800: pg=174 mem=54(h=54,m=0) io=7 l0=113 | 0.0ms avg=0.0ms +B 900: pg=181 mem=55(h=55,m=0) io=7 l0=119 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0483 ms/batch +MEM: 59300 (hit=59292 miss=8 rate=100.0%) +IO: 6153 | L0: 98304 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run3.log b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..72972ccf87f19c9f046f2fb2588e29bf788afeba --- /dev/null +++ b/ewma_hyperparam/avazu/a0.05_w50/avazu_a0.05_w50_20260501_023327_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=55(h=55,m=0) io=9 l0=95 | 0.1ms avg=0.1ms +B 200: pg=166 mem=57(h=57,m=0) io=5 l0=104 | 0.0ms avg=0.1ms +B 300: pg=176 mem=55(h=55,m=0) io=7 l0=114 | 0.0ms avg=0.1ms +B 400: pg=176 mem=55(h=55,m=0) io=1 l0=120 | 0.0ms avg=0.0ms +B 500: pg=160 mem=51(h=51,m=0) io=5 l0=104 | 0.0ms avg=0.0ms +B 600: pg=182 mem=55(h=55,m=0) io=9 l0=118 | 0.1ms avg=0.0ms +B 700: pg=170 mem=54(h=54,m=0) io=4 l0=112 | 0.0ms avg=0.0ms +B 800: pg=174 mem=54(h=54,m=0) io=7 l0=113 | 0.0ms avg=0.0ms +B 900: pg=181 mem=55(h=55,m=0) io=7 l0=119 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0483 ms/batch +MEM: 59300 (hit=59291 miss=9 rate=100.0%) +IO: 6153 | L0: 98304 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341.csv b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341.csv new file mode 100644 index 0000000000000000000000000000000000000000..ed89b5372351c2ee49bfd5b037dff19c58665be3 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0501,0.0,0,6474,157283,1000,0.10,0,108,2764 +2,0.0501,0.0,0,6474,157283,1000,0.10,0,108,2764 +3,0.0501,0.0,0,6474,157283,1000,0.10,0,108,2764 diff --git a/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run1.log b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run2.log b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run3.log b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w0/avazu_a0.10_w0_20260501_023341_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348.csv b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b672943286badc4219b888784bffc6a28088b7d --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0459,100.0,101485,5630,56642,1000,0.10,100,108,2764 +2,0.0459,100.0,102526,5622,55609,1000,0.10,100,108,2764 +3,0.0460,100.0,102795,5645,55317,1000,0.10,100,108,2764 diff --git a/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run1.log b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..b83080413ba6f59682c0f46f98b22dc484444e47 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=100(h=100,m=0) io=59 l0=0 | 0.3ms avg=0.0ms +B 200: pg=166 mem=109(h=109,m=0) io=5 l0=52 | 0.0ms avg=0.1ms +B 300: pg=176 mem=100(h=100,m=0) io=6 l0=70 | 0.0ms avg=0.1ms +B 400: pg=176 mem=104(h=104,m=0) io=1 l0=71 | 0.0ms avg=0.0ms +B 500: pg=160 mem=95(h=95,m=0) io=5 l0=60 | 0.0ms avg=0.0ms +B 600: pg=182 mem=97(h=97,m=0) io=6 l0=79 | 0.0ms avg=0.0ms +B 700: pg=170 mem=99(h=99,m=0) io=3 l0=68 | 0.0ms avg=0.0ms +B 800: pg=174 mem=94(h=94,m=0) io=6 l0=74 | 0.0ms avg=0.0ms +B 900: pg=181 mem=97(h=97,m=0) io=6 l0=78 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0459 ms/batch +MEM: 101485 (hit=101471 miss=14 rate=100.0%) +IO: 5630 | L0: 56642 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run2.log b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..5c9263f9e364eebecaf12120d94afbc537efa6a6 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=100(h=100,m=0) io=59 l0=0 | 0.3ms avg=0.0ms +B 200: pg=166 mem=109(h=109,m=0) io=5 l0=52 | 0.0ms avg=0.1ms +B 300: pg=176 mem=100(h=100,m=0) io=6 l0=70 | 0.0ms avg=0.0ms +B 400: pg=176 mem=106(h=106,m=0) io=1 l0=69 | 0.0ms avg=0.0ms +B 500: pg=160 mem=96(h=96,m=0) io=5 l0=59 | 0.0ms avg=0.0ms +B 600: pg=182 mem=97(h=97,m=0) io=5 l0=80 | 0.0ms avg=0.0ms +B 700: pg=170 mem=101(h=101,m=0) io=3 l0=66 | 0.0ms avg=0.0ms +B 800: pg=174 mem=95(h=95,m=0) io=6 l0=73 | 0.0ms avg=0.0ms +B 900: pg=181 mem=100(h=100,m=0) io=5 l0=76 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0459 ms/batch +MEM: 102526 (hit=102515 miss=11 rate=100.0%) +IO: 5622 | L0: 55609 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run3.log b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..92cd4b5792af436eee2f9f41ec9258acbb08dfcd --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w100/avazu_a0.10_w100_20260501_023348_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=100(h=100,m=0) io=59 l0=0 | 0.3ms avg=0.0ms +B 200: pg=166 mem=108(h=108,m=0) io=5 l0=53 | 0.0ms avg=0.1ms +B 300: pg=176 mem=100(h=100,m=0) io=6 l0=70 | 0.0ms avg=0.0ms +B 400: pg=176 mem=106(h=106,m=0) io=1 l0=69 | 0.0ms avg=0.0ms +B 500: pg=160 mem=96(h=96,m=0) io=5 l0=59 | 0.0ms avg=0.0ms +B 600: pg=182 mem=99(h=99,m=0) io=6 l0=77 | 0.0ms avg=0.0ms +B 700: pg=170 mem=101(h=101,m=0) io=3 l0=66 | 0.0ms avg=0.0ms +B 800: pg=174 mem=95(h=95,m=0) io=6 l0=73 | 0.0ms avg=0.0ms +B 900: pg=181 mem=100(h=100,m=0) io=6 l0=75 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0460 ms/batch +MEM: 102795 (hit=102785 miss=10 rate=100.0%) +IO: 5645 | L0: 55317 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345.csv b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345.csv new file mode 100644 index 0000000000000000000000000000000000000000..baae058e15efd7e3781f671d85286b91d1951a99 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0475,100.0,83417,5957,74383,1000,0.10,50,108,2764 +2,0.0473,100.0,83426,5961,74370,1000,0.10,50,108,2764 +3,0.0474,100.0,83087,5947,74723,1000,0.10,50,108,2764 diff --git a/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run1.log b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..900dc925cf7bf2ac0d15a3414abb699b4c83d32f --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=83(h=83,m=0) io=9 l0=67 | 0.1ms avg=0.1ms +B 200: pg=166 mem=85(h=85,m=0) io=5 l0=76 | 0.0ms avg=0.1ms +B 300: pg=176 mem=85(h=85,m=0) io=7 l0=84 | 0.0ms avg=0.1ms +B 400: pg=176 mem=84(h=84,m=0) io=1 l0=91 | 0.0ms avg=0.0ms +B 500: pg=160 mem=77(h=77,m=0) io=5 l0=78 | 0.0ms avg=0.0ms +B 600: pg=182 mem=80(h=80,m=0) io=7 l0=95 | 0.0ms avg=0.0ms +B 700: pg=170 mem=83(h=83,m=0) io=3 l0=84 | 0.0ms avg=0.0ms +B 800: pg=174 mem=78(h=78,m=0) io=7 l0=89 | 0.0ms avg=0.0ms +B 900: pg=181 mem=80(h=80,m=0) io=7 l0=94 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0475 ms/batch +MEM: 83417 (hit=83407 miss=10 rate=100.0%) +IO: 5957 | L0: 74383 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run2.log b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..b3f2a43c36d7051119e6e708c24933a67de2e362 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=83(h=83,m=0) io=9 l0=67 | 0.1ms avg=0.1ms +B 200: pg=166 mem=85(h=85,m=0) io=5 l0=76 | 0.0ms avg=0.1ms +B 300: pg=176 mem=85(h=85,m=0) io=7 l0=84 | 0.0ms avg=0.1ms +B 400: pg=176 mem=85(h=85,m=0) io=1 l0=90 | 0.0ms avg=0.0ms +B 500: pg=160 mem=77(h=77,m=0) io=5 l0=78 | 0.0ms avg=0.0ms +B 600: pg=182 mem=81(h=81,m=0) io=7 l0=94 | 0.0ms avg=0.0ms +B 700: pg=170 mem=84(h=84,m=0) io=4 l0=82 | 0.0ms avg=0.0ms +B 800: pg=174 mem=78(h=78,m=0) io=7 l0=89 | 0.0ms avg=0.0ms +B 900: pg=181 mem=80(h=80,m=0) io=7 l0=94 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0473 ms/batch +MEM: 83426 (hit=83416 miss=10 rate=100.0%) +IO: 5961 | L0: 74370 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run3.log b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..08221f54f979b993e12a6fc539995e1a20b0b45f --- /dev/null +++ b/ewma_hyperparam/avazu/a0.10_w50/avazu_a0.10_w50_20260501_023345_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=83(h=83,m=0) io=9 l0=67 | 0.1ms avg=0.1ms +B 200: pg=166 mem=84(h=84,m=0) io=5 l0=77 | 0.0ms avg=0.1ms +B 300: pg=176 mem=84(h=84,m=0) io=7 l0=85 | 0.0ms avg=0.1ms +B 400: pg=176 mem=84(h=84,m=0) io=1 l0=91 | 0.0ms avg=0.0ms +B 500: pg=160 mem=77(h=77,m=0) io=5 l0=78 | 0.0ms avg=0.0ms +B 600: pg=182 mem=80(h=80,m=0) io=8 l0=94 | 0.0ms avg=0.0ms +B 700: pg=170 mem=83(h=83,m=0) io=4 l0=83 | 0.0ms avg=0.0ms +B 800: pg=174 mem=78(h=78,m=0) io=7 l0=89 | 0.0ms avg=0.0ms +B 900: pg=181 mem=80(h=80,m=0) io=7 l0=94 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0474 ms/batch +MEM: 83087 (hit=83078 miss=9 rate=100.0%) +IO: 5947 | L0: 74723 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414.csv b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414.csv new file mode 100644 index 0000000000000000000000000000000000000000..d780489a5393a8540ef642ff1c02cf214b6a9199 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0300,100.0,150002,2851,10904,1000,0.20,500,108,2764 +2,0.0304,100.0,150337,2861,10559,1000,0.20,500,108,2764 +3,0.0299,100.0,150144,2852,10761,1000,0.20,500,108,2764 diff --git a/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run1.log b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..17a07160309794e031b3587b71676e964dbec48b --- /dev/null +++ b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=166(h=166,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 300: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 400: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 500: pg=160 mem=137(h=137,m=0) io=23 l0=0 | 0.1ms avg=0.0ms +B 600: pg=182 mem=149(h=149,m=0) io=13 l0=20 | 0.1ms avg=0.0ms +B 700: pg=170 mem=140(h=140,m=0) io=4 l0=26 | 0.0ms avg=0.0ms +B 800: pg=174 mem=148(h=148,m=0) io=1 l0=25 | 0.0ms avg=0.0ms +B 900: pg=181 mem=149(h=149,m=0) io=3 l0=29 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0300 ms/batch +MEM: 150002 (hit=149986 miss=16 rate=100.0%) +IO: 2851 | L0: 10904 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run2.log b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..06deb4996902cc35d205e783f7c57e28f6d81804 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=166(h=166,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 300: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 400: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 500: pg=160 mem=137(h=137,m=0) io=23 l0=0 | 0.1ms avg=0.0ms +B 600: pg=182 mem=149(h=149,m=0) io=13 l0=20 | 0.1ms avg=0.0ms +B 700: pg=170 mem=141(h=141,m=0) io=4 l0=25 | 0.0ms avg=0.0ms +B 800: pg=174 mem=149(h=149,m=0) io=1 l0=24 | 0.0ms avg=0.0ms +B 900: pg=181 mem=151(h=151,m=0) io=4 l0=26 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0304 ms/batch +MEM: 150337 (hit=150320 miss=17 rate=100.0%) +IO: 2861 | L0: 10559 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run3.log b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..32cf471c241442580e48ba3c2d5119e60d69d3ee --- /dev/null +++ b/ewma_hyperparam/avazu/a0.20_w500/avazu_a0.20_w500_20260501_023414_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=166(h=166,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 300: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 400: pg=176 mem=176(h=176,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 500: pg=160 mem=137(h=137,m=0) io=23 l0=0 | 0.1ms avg=0.0ms +B 600: pg=182 mem=149(h=149,m=0) io=13 l0=20 | 0.1ms avg=0.0ms +B 700: pg=170 mem=141(h=141,m=0) io=4 l0=25 | 0.0ms avg=0.0ms +B 800: pg=174 mem=149(h=149,m=0) io=1 l0=24 | 0.0ms avg=0.0ms +B 900: pg=181 mem=150(h=150,m=0) io=3 l0=28 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0299 ms/batch +MEM: 150144 (hit=150128 miss=16 rate=100.0%) +IO: 2852 | L0: 10761 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417.csv b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad138f3da5460a09860d36251c5883839d98a512 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0501,0.0,0,6474,157283,1000,0.30,0,108,2764 +2,0.0501,0.0,0,6474,157283,1000,0.30,0,108,2764 +3,0.0501,0.0,0,6474,157283,1000,0.30,0,108,2764 diff --git a/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run1.log b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run2.log b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run3.log b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ba4606b6e84c9e5a4dcb375eb044520db52e18a2 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w0/avazu_a0.30_w0_20260501_023417_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=7 l0=167 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=8 l0=173 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0501 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 6474 | L0: 157283 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424.csv b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424.csv new file mode 100644 index 0000000000000000000000000000000000000000..3491e0ca8495dc77a41e76a234a0df2e85c933bd --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0422,100.0,123755,4650,35352,1000,0.30,100,108,2764 +2,0.0425,100.0,124823,4643,34291,1000,0.30,100,108,2764 +3,0.0424,100.0,123674,4654,35429,1000,0.30,100,108,2764 diff --git a/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run1.log b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..5b3dfced2fcc76cad7053688c51be7076819c1ff --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=129(h=129,m=0) io=30 l0=0 | 0.2ms avg=0.0ms +B 200: pg=166 mem=134(h=134,m=0) io=5 l0=27 | 0.0ms avg=0.0ms +B 300: pg=176 mem=135(h=135,m=0) io=5 l0=36 | 0.0ms avg=0.0ms +B 400: pg=176 mem=132(h=132,m=0) io=1 l0=43 | 0.0ms avg=0.0ms +B 500: pg=160 mem=114(h=114,m=0) io=4 l0=42 | 0.0ms avg=0.0ms +B 600: pg=182 mem=126(h=126,m=0) io=7 l0=49 | 0.0ms avg=0.0ms +B 700: pg=170 mem=118(h=118,m=0) io=3 l0=49 | 0.0ms avg=0.0ms +B 800: pg=174 mem=124(h=124,m=0) io=3 l0=47 | 0.0ms avg=0.0ms +B 900: pg=181 mem=128(h=128,m=0) io=4 l0=49 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0422 ms/batch +MEM: 123755 (hit=123745 miss=10 rate=100.0%) +IO: 4650 | L0: 35352 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run2.log b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..024f2994258faae6a6d2ff9b3c296319c1b9ef4c --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=123,m=6) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=129(h=129,m=0) io=30 l0=0 | 0.2ms avg=0.0ms +B 200: pg=166 mem=135(h=135,m=0) io=5 l0=26 | 0.0ms avg=0.0ms +B 300: pg=176 mem=135(h=135,m=0) io=5 l0=36 | 0.0ms avg=0.0ms +B 400: pg=176 mem=134(h=134,m=0) io=1 l0=41 | 0.0ms avg=0.0ms +B 500: pg=160 mem=116(h=116,m=0) io=4 l0=40 | 0.0ms avg=0.0ms +B 600: pg=182 mem=128(h=128,m=0) io=6 l0=48 | 0.0ms avg=0.0ms +B 700: pg=170 mem=120(h=120,m=0) io=3 l0=47 | 0.0ms avg=0.0ms +B 800: pg=174 mem=125(h=125,m=0) io=2 l0=47 | 0.0ms avg=0.0ms +B 900: pg=181 mem=129(h=129,m=0) io=4 l0=48 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0425 ms/batch +MEM: 124823 (hit=124809 miss=14 rate=100.0%) +IO: 4643 | L0: 34291 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run3.log b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..23f6edc3634a7c308e7fd814dd144d5804497852 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w100/avazu_a0.30_w100_20260501_023424_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=129(h=129,m=0) io=30 l0=0 | 0.2ms avg=0.0ms +B 200: pg=166 mem=135(h=135,m=0) io=5 l0=26 | 0.0ms avg=0.0ms +B 300: pg=176 mem=136(h=136,m=0) io=5 l0=35 | 0.0ms avg=0.0ms +B 400: pg=176 mem=133(h=133,m=0) io=1 l0=42 | 0.0ms avg=0.0ms +B 500: pg=160 mem=113(h=113,m=0) io=4 l0=43 | 0.0ms avg=0.0ms +B 600: pg=182 mem=125(h=125,m=0) io=7 l0=50 | 0.0ms avg=0.0ms +B 700: pg=170 mem=117(h=117,m=0) io=3 l0=50 | 0.0ms avg=0.0ms +B 800: pg=174 mem=122(h=122,m=0) io=3 l0=49 | 0.0ms avg=0.0ms +B 900: pg=181 mem=125(h=125,m=0) io=4 l0=52 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0424 ms/batch +MEM: 123674 (hit=123660 miss=14 rate=100.0%) +IO: 4654 | L0: 35429 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428.csv b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428.csv new file mode 100644 index 0000000000000000000000000000000000000000..6ea342be1727e7d798a2ac460dec187f64eec6fe --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.0382,100.0,136851,3817,23089,1000,0.30,200,108,2764 +2,0.0382,100.0,136203,3823,23731,1000,0.30,200,108,2764 +3,0.0383,100.0,136946,3818,22993,1000,0.30,200,108,2764 diff --git a/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run1.log b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..3d44cbfdbd37eb072b41769c9671ea3d64540364 --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run1.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=148(h=148,m=0) io=18 l0=0 | 0.1ms avg=0.0ms +B 300: pg=176 mem=149(h=149,m=0) io=10 l0=17 | 0.1ms avg=0.0ms +B 400: pg=176 mem=143(h=143,m=0) io=3 l0=30 | 0.0ms avg=0.0ms +B 500: pg=160 mem=127(h=127,m=0) io=3 l0=30 | 0.0ms avg=0.0ms +B 600: pg=182 mem=137(h=137,m=0) io=5 l0=40 | 0.0ms avg=0.0ms +B 700: pg=170 mem=130(h=130,m=0) io=3 l0=37 | 0.0ms avg=0.0ms +B 800: pg=174 mem=137(h=137,m=0) io=2 l0=35 | 0.0ms avg=0.0ms +B 900: pg=181 mem=139(h=139,m=0) io=4 l0=38 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0382 ms/batch +MEM: 136851 (hit=136838 miss=13 rate=100.0%) +IO: 3817 | L0: 23089 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run2.log b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..48c137599adbba7df01d300a43d953a9feaf37fa --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run2.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.0ms avg=0.0ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=148(h=148,m=0) io=18 l0=0 | 0.1ms avg=0.0ms +B 300: pg=176 mem=149(h=149,m=0) io=10 l0=17 | 0.1ms avg=0.0ms +B 400: pg=176 mem=142(h=142,m=0) io=3 l0=31 | 0.0ms avg=0.0ms +B 500: pg=160 mem=126(h=126,m=0) io=3 l0=31 | 0.0ms avg=0.0ms +B 600: pg=182 mem=136(h=136,m=0) io=5 l0=41 | 0.0ms avg=0.0ms +B 700: pg=170 mem=130(h=130,m=0) io=3 l0=37 | 0.0ms avg=0.0ms +B 800: pg=174 mem=136(h=136,m=0) io=2 l0=36 | 0.0ms avg=0.0ms +B 900: pg=181 mem=139(h=139,m=0) io=4 l0=38 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0382 ms/batch +MEM: 136203 (hit=136189 miss=14 rate=100.0%) +IO: 3823 | L0: 23731 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run3.log b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..cdd2a22caf718d3d4c4464c0b8154baf909cdbbd --- /dev/null +++ b/ewma_hyperparam/avazu/a0.30_w200/avazu_a0.30_w200_20260501_023428_run3.log @@ -0,0 +1,24 @@ +Mode: DPR-EWMA-POLLUTION | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 25555 pages (0.1 MB) +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=129 mem=129(h=124,m=5) io=0 l0=0 | 0.1ms avg=0.1ms +B 100: pg=159 mem=159(h=159,m=0) io=0 l0=0 | 0.0ms avg=0.0ms +B 200: pg=166 mem=148(h=148,m=0) io=18 l0=0 | 0.1ms avg=0.0ms +B 300: pg=176 mem=149(h=149,m=0) io=10 l0=17 | 0.1ms avg=0.0ms +B 400: pg=176 mem=143(h=143,m=0) io=3 l0=30 | 0.0ms avg=0.0ms +B 500: pg=160 mem=127(h=127,m=0) io=3 l0=30 | 0.0ms avg=0.0ms +B 600: pg=182 mem=137(h=137,m=0) io=5 l0=40 | 0.0ms avg=0.0ms +B 700: pg=170 mem=131(h=131,m=0) io=3 l0=36 | 0.0ms avg=0.0ms +B 800: pg=174 mem=137(h=137,m=0) io=2 l0=35 | 0.0ms avg=0.0ms +B 900: pg=181 mem=140(h=140,m=0) io=4 l0=37 | 0.0ms avg=0.0ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 1000 | Avg: 0.0383 ms/batch +MEM: 136946 (hit=136937 miss=9 rate=100.0%) +IO: 3818 | L0: 22993 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253.csv b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253.csv new file mode 100644 index 0000000000000000000000000000000000000000..d285a2ee5ead601b8c755392c175adcb8b632f62 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6216,0.0,0,1208441,5944851,10000,0.05,0,252,6451 +2,0.6216,0.0,0,1208441,5944851,10000,0.05,0,252,6451 +3,0.6216,0.0,0,1208441,5944851,10000,0.05,0,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run1.log b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run2.log b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run3.log b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w0/criteo_kaggle_a0.05_w0_20260501_022253_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336.csv b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336.csv new file mode 100644 index 0000000000000000000000000000000000000000..c88430a09a555ccee6f1866095b6dc4aed45c57a --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6215,99.9,2966167,1142509,3044616,10000,0.05,100,252,6451 +2,0.5996,100.0,2954518,1142726,3056048,10000,0.05,100,252,6451 +3,0.5988,100.0,2960720,1142237,3050335,10000,0.05,100,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run1.log b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..15d4f392e4a9074cd320f722c1d37ff752bd0797 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=305(h=305,m=0) io=399 l0=0 | 2.0ms avg=3.3ms +B 200: pg=668 mem=303(h=303,m=0) io=74 l0=291 | 0.4ms avg=1.9ms +B 300: pg=729 mem=307(h=307,m=0) io=96 l0=326 | 0.5ms avg=1.4ms +B 400: pg=706 mem=272(h=272,m=0) io=83 l0=351 | 0.4ms avg=1.2ms +B 500: pg=751 mem=307(h=307,m=0) io=118 l0=326 | 0.6ms avg=1.0ms +B 600: pg=700 mem=306(h=306,m=0) io=100 l0=294 | 0.5ms avg=0.9ms +B 700: pg=713 mem=279(h=279,m=0) io=120 l0=314 | 0.6ms avg=0.9ms +B 800: pg=679 mem=269(h=269,m=0) io=93 l0=317 | 0.5ms avg=0.8ms +B 900: pg=669 mem=285(h=285,m=0) io=83 l0=301 | 0.4ms avg=0.8ms +B1000: pg=685 mem=303(h=303,m=0) io=95 l0=287 | 0.5ms avg=0.8ms +B1100: pg=646 mem=273(h=273,m=0) io=108 l0=265 | 0.6ms avg=0.7ms +B1200: pg=664 mem=269(h=269,m=0) io=100 l0=295 | 0.5ms avg=0.7ms +B1300: pg=700 mem=289(h=289,m=0) io=101 l0=310 | 0.5ms avg=0.7ms +B1400: pg=749 mem=283(h=283,m=0) io=113 l0=353 | 0.6ms avg=0.7ms +B1500: pg=709 mem=303(h=303,m=0) io=92 l0=314 | 0.5ms avg=0.7ms +B1600: pg=690 mem=291(h=291,m=0) io=111 l0=288 | 0.6ms avg=0.7ms +B1700: pg=701 mem=301(h=301,m=0) io=79 l0=321 | 0.4ms avg=0.6ms +B1800: pg=673 mem=285(h=285,m=0) io=99 l0=289 | 0.5ms avg=0.6ms +B1900: pg=698 mem=297(h=297,m=0) io=80 l0=321 | 0.4ms avg=0.6ms +B2000: pg=706 mem=292(h=292,m=0) io=91 l0=323 | 0.5ms avg=0.6ms +B2100: pg=708 mem=297(h=297,m=0) io=93 l0=318 | 0.5ms avg=0.6ms +B2200: pg=751 mem=286(h=286,m=0) io=119 l0=346 | 0.6ms avg=0.6ms +B2300: pg=669 mem=290(h=290,m=0) io=75 l0=304 | 0.4ms avg=0.6ms +B2400: pg=702 mem=284(h=284,m=0) io=95 l0=323 | 0.5ms avg=0.6ms +B2500: pg=683 mem=297(h=297,m=0) io=110 l0=276 | 0.6ms avg=0.6ms +B2600: pg=737 mem=299(h=299,m=0) io=105 l0=333 | 0.6ms avg=0.6ms +B2700: pg=734 mem=302(h=302,m=0) io=89 l0=343 | 0.5ms avg=0.6ms +B2800: pg=739 mem=292(h=292,m=0) io=122 l0=325 | 0.6ms avg=0.6ms +B2900: pg=686 mem=293(h=293,m=0) io=97 l0=296 | 0.5ms avg=0.6ms +B3000: pg=689 mem=301(h=301,m=0) io=61 l0=327 | 0.3ms avg=0.6ms +B3100: pg=660 mem=287(h=287,m=0) io=99 l0=274 | 0.5ms avg=0.6ms +B3200: pg=753 mem=295(h=295,m=0) io=99 l0=359 | 0.5ms avg=0.6ms +B3300: pg=710 mem=314(h=314,m=0) io=109 l0=287 | 0.6ms avg=0.6ms +B3400: pg=711 mem=286(h=286,m=0) io=126 l0=299 | 0.6ms avg=0.6ms +B3500: pg=733 mem=305(h=305,m=0) io=111 l0=317 | 0.6ms avg=0.6ms +B3600: pg=693 mem=312(h=312,m=0) io=92 l0=289 | 0.5ms avg=0.6ms +B3700: pg=704 mem=307(h=307,m=0) io=92 l0=305 | 0.5ms avg=0.6ms +B3800: pg=741 mem=310(h=310,m=0) io=136 l0=295 | 0.7ms avg=0.6ms +B3900: pg=723 mem=301(h=301,m=0) io=107 l0=315 | 0.6ms avg=0.6ms +B4000: pg=695 mem=294(h=294,m=0) io=94 l0=307 | 0.5ms avg=0.6ms +B4100: pg=722 mem=291(h=291,m=0) io=122 l0=309 | 0.6ms avg=0.6ms +B4200: pg=753 mem=289(h=289,m=0) io=126 l0=338 | 0.6ms avg=0.6ms +B4300: pg=734 mem=291(h=291,m=0) io=110 l0=333 | 0.6ms avg=0.6ms +B4400: pg=702 mem=286(h=286,m=0) io=125 l0=291 | 0.6ms avg=0.6ms +B4500: pg=728 mem=308(h=307,m=1) io=109 l0=311 | 0.6ms avg=0.6ms +B4600: pg=721 mem=290(h=290,m=0) io=120 l0=311 | 0.6ms avg=0.6ms +B4700: pg=712 mem=293(h=293,m=0) io=101 l0=318 | 0.5ms avg=0.6ms +B4800: pg=730 mem=283(h=283,m=0) io=119 l0=328 | 0.6ms avg=0.6ms +B4900: pg=806 mem=283(h=283,m=0) io=151 l0=372 | 0.8ms avg=0.6ms +B5000: pg=719 mem=304(h=304,m=0) io=107 l0=308 | 0.6ms avg=0.6ms +B5100: pg=728 mem=275(h=275,m=0) io=139 l0=314 | 0.7ms avg=0.6ms +B5200: pg=709 mem=283(h=283,m=0) io=111 l0=315 | 0.6ms avg=0.6ms +B5300: pg=802 mem=294(h=294,m=0) io=156 l0=352 | 0.8ms avg=0.6ms +B5400: pg=718 mem=296(h=296,m=0) io=114 l0=308 | 0.6ms avg=0.6ms +B5500: pg=719 mem=301(h=301,m=0) io=117 l0=301 | 0.6ms avg=0.6ms +B5600: pg=699 mem=298(h=298,m=0) io=107 l0=294 | 0.6ms avg=0.6ms +B5700: pg=733 mem=303(h=303,m=0) io=103 l0=327 | 0.5ms avg=0.6ms +B5800: pg=740 mem=310(h=310,m=0) io=121 l0=309 | 0.6ms avg=0.6ms +B5900: pg=748 mem=282(h=282,m=0) io=135 l0=331 | 0.7ms avg=0.6ms +B6000: pg=709 mem=294(h=294,m=0) io=104 l0=311 | 0.5ms avg=0.6ms +B6100: pg=780 mem=302(h=302,m=0) io=147 l0=331 | 0.8ms avg=0.6ms +B6200: pg=805 mem=284(h=284,m=0) io=160 l0=361 | 0.8ms avg=0.6ms +B6300: pg=711 mem=298(h=298,m=0) io=118 l0=295 | 0.6ms avg=0.6ms +B6400: pg=725 mem=297(h=297,m=0) io=109 l0=319 | 0.6ms avg=0.6ms +B6500: pg=727 mem=283(h=283,m=0) io=130 l0=314 | 0.7ms avg=0.6ms +B6600: pg=730 mem=286(h=286,m=0) io=137 l0=307 | 0.7ms avg=0.6ms +B6700: pg=778 mem=295(h=295,m=0) io=143 l0=340 | 0.7ms avg=0.6ms +B6800: pg=757 mem=292(h=292,m=0) io=183 l0=282 | 0.9ms avg=0.6ms +B6900: pg=760 mem=285(h=285,m=0) io=153 l0=322 | 0.8ms avg=0.6ms +B7000: pg=752 mem=303(h=303,m=0) io=136 l0=313 | 0.7ms avg=0.6ms +B7100: pg=736 mem=300(h=300,m=0) io=127 l0=309 | 0.6ms avg=0.6ms +B7200: pg=734 mem=297(h=297,m=0) io=116 l0=321 | 0.6ms avg=0.6ms +B7300: pg=734 mem=294(h=294,m=0) io=128 l0=312 | 0.6ms avg=0.6ms +B7400: pg=759 mem=290(h=290,m=0) io=140 l0=329 | 0.7ms avg=0.6ms +B7500: pg=698 mem=285(h=285,m=0) io=90 l0=323 | 0.5ms avg=0.6ms +B7600: pg=701 mem=299(h=299,m=0) io=128 l0=274 | 0.6ms avg=0.6ms +B7700: pg=773 mem=298(h=298,m=0) io=135 l0=340 | 0.7ms avg=0.6ms +B7800: pg=673 mem=284(h=284,m=0) io=97 l0=292 | 0.5ms avg=0.6ms +B7900: pg=760 mem=278(h=278,m=0) io=155 l0=327 | 0.8ms avg=0.6ms +B8000: pg=764 mem=294(h=294,m=0) io=146 l0=324 | 0.8ms avg=0.6ms +B8100: pg=717 mem=306(h=306,m=0) io=148 l0=263 | 0.8ms avg=0.6ms +B8200: pg=763 mem=315(h=315,m=0) io=153 l0=295 | 0.8ms avg=0.6ms +B8300: pg=781 mem=314(h=314,m=0) io=182 l0=285 | 0.9ms avg=0.6ms +B8400: pg=734 mem=307(h=307,m=0) io=93 l0=334 | 0.5ms avg=0.6ms +B8500: pg=771 mem=302(h=302,m=0) io=150 l0=319 | 0.8ms avg=0.6ms +B8600: pg=759 mem=295(h=295,m=0) io=137 l0=327 | 0.7ms avg=0.6ms +B8700: pg=697 mem=276(h=276,m=0) io=108 l0=313 | 0.6ms avg=0.6ms +B8800: pg=722 mem=296(h=296,m=0) io=168 l0=258 | 0.8ms avg=0.6ms +B8900: pg=704 mem=298(h=298,m=0) io=116 l0=290 | 0.6ms avg=0.6ms +B9000: pg=690 mem=290(h=290,m=0) io=108 l0=292 | 0.6ms avg=0.6ms +B9100: pg=756 mem=297(h=297,m=0) io=139 l0=320 | 0.7ms avg=0.6ms +B9200: pg=769 mem=294(h=294,m=0) io=139 l0=336 | 0.7ms avg=0.6ms +B9300: pg=741 mem=307(h=307,m=0) io=121 l0=313 | 0.6ms avg=0.6ms +B9400: pg=767 mem=300(h=300,m=0) io=148 l0=319 | 0.8ms avg=0.6ms +B9500: pg=718 mem=291(h=291,m=0) io=123 l0=304 | 0.6ms avg=0.6ms +B9600: pg=760 mem=299(h=299,m=0) io=147 l0=314 | 0.8ms avg=0.6ms +B9700: pg=770 mem=289(h=289,m=0) io=136 l0=345 | 0.7ms avg=0.6ms +B9800: pg=761 mem=309(h=309,m=0) io=160 l0=292 | 0.8ms avg=0.6ms +B9900: pg=718 mem=295(h=295,m=0) io=114 l0=309 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6215 ms/batch +MEM: 2966167 (hit=2962636 miss=3531 rate=99.9%) +IO: 1142509 | L0: 3044616 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run2.log b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..37f15414f7f5191325c0b96d2649e87f509ddb2c --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=304(h=303,m=1) io=400 l0=0 | 2.0ms avg=1.1ms +B 200: pg=668 mem=302(h=302,m=0) io=74 l0=292 | 0.4ms avg=0.8ms +B 300: pg=729 mem=307(h=307,m=0) io=102 l0=320 | 0.5ms avg=0.7ms +B 400: pg=706 mem=270(h=270,m=0) io=83 l0=353 | 0.4ms avg=0.6ms +B 500: pg=751 mem=305(h=305,m=0) io=111 l0=335 | 0.6ms avg=0.6ms +B 600: pg=700 mem=304(h=304,m=0) io=108 l0=288 | 0.6ms avg=0.6ms +B 700: pg=713 mem=278(h=278,m=0) io=119 l0=316 | 0.6ms avg=0.6ms +B 800: pg=679 mem=268(h=268,m=0) io=99 l0=312 | 0.5ms avg=0.6ms +B 900: pg=669 mem=284(h=284,m=0) io=84 l0=301 | 0.4ms avg=0.6ms +B1000: pg=685 mem=302(h=302,m=0) io=93 l0=290 | 0.5ms avg=0.5ms +B1100: pg=646 mem=273(h=273,m=0) io=108 l0=265 | 0.6ms avg=0.5ms +B1200: pg=664 mem=268(h=268,m=0) io=97 l0=299 | 0.5ms avg=0.5ms +B1300: pg=700 mem=287(h=287,m=0) io=98 l0=315 | 0.5ms avg=0.5ms +B1400: pg=749 mem=282(h=281,m=1) io=111 l0=356 | 0.6ms avg=0.5ms +B1500: pg=709 mem=302(h=302,m=0) io=94 l0=313 | 0.5ms avg=0.5ms +B1600: pg=690 mem=290(h=290,m=0) io=115 l0=285 | 0.6ms avg=0.5ms +B1700: pg=701 mem=301(h=301,m=0) io=84 l0=316 | 0.4ms avg=0.5ms +B1800: pg=673 mem=284(h=284,m=0) io=95 l0=294 | 0.5ms avg=0.5ms +B1900: pg=698 mem=295(h=295,m=0) io=80 l0=323 | 0.4ms avg=0.5ms +B2000: pg=706 mem=290(h=290,m=0) io=98 l0=318 | 0.5ms avg=0.5ms +B2100: pg=708 mem=297(h=297,m=0) io=99 l0=312 | 0.5ms avg=0.5ms +B2200: pg=751 mem=284(h=284,m=0) io=123 l0=344 | 0.6ms avg=0.5ms +B2300: pg=669 mem=289(h=289,m=0) io=71 l0=309 | 0.4ms avg=0.5ms +B2400: pg=702 mem=282(h=282,m=0) io=94 l0=326 | 0.5ms avg=0.5ms +B2500: pg=683 mem=295(h=295,m=0) io=115 l0=273 | 0.6ms avg=0.5ms +B2600: pg=737 mem=298(h=298,m=0) io=106 l0=333 | 0.6ms avg=0.5ms +B2700: pg=734 mem=300(h=300,m=0) io=88 l0=346 | 0.4ms avg=0.5ms +B2800: pg=739 mem=291(h=291,m=0) io=126 l0=322 | 0.6ms avg=0.5ms +B2900: pg=686 mem=293(h=293,m=0) io=93 l0=300 | 0.5ms avg=0.5ms +B3000: pg=689 mem=300(h=300,m=0) io=63 l0=326 | 0.3ms avg=0.5ms +B3100: pg=660 mem=286(h=286,m=0) io=103 l0=271 | 0.5ms avg=0.5ms +B3200: pg=753 mem=294(h=294,m=0) io=98 l0=361 | 0.5ms avg=0.5ms +B3300: pg=710 mem=312(h=312,m=0) io=108 l0=290 | 0.6ms avg=0.5ms +B3400: pg=711 mem=286(h=286,m=0) io=124 l0=301 | 0.6ms avg=0.5ms +B3500: pg=733 mem=304(h=304,m=0) io=114 l0=315 | 0.6ms avg=0.5ms +B3600: pg=693 mem=310(h=310,m=0) io=95 l0=288 | 0.5ms avg=0.5ms +B3700: pg=704 mem=307(h=307,m=0) io=96 l0=301 | 0.5ms avg=0.5ms +B3800: pg=741 mem=309(h=309,m=0) io=133 l0=299 | 0.7ms avg=0.5ms +B3900: pg=723 mem=300(h=300,m=0) io=111 l0=312 | 0.6ms avg=0.5ms +B4000: pg=695 mem=293(h=293,m=0) io=101 l0=301 | 0.5ms avg=0.5ms +B4100: pg=722 mem=290(h=290,m=0) io=128 l0=304 | 0.6ms avg=0.5ms +B4200: pg=753 mem=289(h=289,m=0) io=127 l0=337 | 0.6ms avg=0.5ms +B4300: pg=734 mem=290(h=290,m=0) io=110 l0=334 | 0.6ms avg=0.5ms +B4400: pg=702 mem=286(h=286,m=0) io=125 l0=291 | 0.6ms avg=0.5ms +B4500: pg=728 mem=307(h=307,m=0) io=109 l0=312 | 0.6ms avg=0.5ms +B4600: pg=721 mem=290(h=290,m=0) io=122 l0=309 | 0.6ms avg=0.5ms +B4700: pg=712 mem=292(h=292,m=0) io=100 l0=320 | 0.5ms avg=0.5ms +B4800: pg=730 mem=283(h=283,m=0) io=121 l0=326 | 0.6ms avg=0.5ms +B4900: pg=806 mem=282(h=282,m=0) io=151 l0=373 | 0.8ms avg=0.5ms +B5000: pg=719 mem=302(h=302,m=0) io=102 l0=315 | 0.5ms avg=0.5ms +B5100: pg=728 mem=273(h=273,m=0) io=139 l0=316 | 0.7ms avg=0.5ms +B5200: pg=709 mem=281(h=281,m=0) io=109 l0=319 | 0.6ms avg=0.5ms +B5300: pg=802 mem=292(h=292,m=0) io=150 l0=360 | 0.8ms avg=0.5ms +B5400: pg=718 mem=296(h=296,m=0) io=114 l0=308 | 0.6ms avg=0.5ms +B5500: pg=719 mem=300(h=300,m=0) io=112 l0=307 | 0.6ms avg=0.5ms +B5600: pg=699 mem=296(h=296,m=0) io=110 l0=293 | 0.6ms avg=0.5ms +B5700: pg=733 mem=301(h=301,m=0) io=101 l0=331 | 0.5ms avg=0.5ms +B5800: pg=740 mem=310(h=310,m=0) io=124 l0=306 | 0.6ms avg=0.5ms +B5900: pg=748 mem=281(h=281,m=0) io=131 l0=336 | 0.7ms avg=0.5ms +B6000: pg=709 mem=293(h=293,m=0) io=108 l0=308 | 0.6ms avg=0.5ms +B6100: pg=780 mem=302(h=302,m=0) io=142 l0=336 | 0.7ms avg=0.5ms +B6200: pg=805 mem=284(h=284,m=0) io=155 l0=366 | 0.8ms avg=0.5ms +B6300: pg=711 mem=296(h=296,m=0) io=111 l0=304 | 0.6ms avg=0.5ms +B6400: pg=725 mem=295(h=295,m=0) io=114 l0=316 | 0.6ms avg=0.5ms +B6500: pg=727 mem=282(h=282,m=0) io=130 l0=315 | 0.7ms avg=0.6ms +B6600: pg=730 mem=285(h=285,m=0) io=135 l0=310 | 0.7ms avg=0.6ms +B6700: pg=778 mem=294(h=294,m=0) io=140 l0=344 | 0.7ms avg=0.6ms +B6800: pg=757 mem=291(h=291,m=0) io=175 l0=291 | 0.9ms avg=0.6ms +B6900: pg=760 mem=285(h=285,m=0) io=155 l0=320 | 0.8ms avg=0.6ms +B7000: pg=752 mem=303(h=303,m=0) io=143 l0=306 | 0.7ms avg=0.6ms +B7100: pg=736 mem=300(h=300,m=0) io=128 l0=308 | 0.6ms avg=0.6ms +B7200: pg=734 mem=296(h=296,m=0) io=114 l0=324 | 0.6ms avg=0.6ms +B7300: pg=734 mem=293(h=293,m=0) io=124 l0=317 | 0.6ms avg=0.6ms +B7400: pg=759 mem=289(h=289,m=0) io=143 l0=327 | 0.7ms avg=0.6ms +B7500: pg=698 mem=284(h=284,m=0) io=90 l0=324 | 0.5ms avg=0.6ms +B7600: pg=701 mem=298(h=298,m=0) io=126 l0=277 | 0.6ms avg=0.6ms +B7700: pg=773 mem=297(h=297,m=0) io=141 l0=335 | 0.7ms avg=0.6ms +B7800: pg=673 mem=283(h=283,m=0) io=97 l0=293 | 0.5ms avg=0.6ms +B7900: pg=760 mem=277(h=277,m=0) io=153 l0=330 | 0.8ms avg=0.6ms +B8000: pg=764 mem=294(h=294,m=0) io=144 l0=326 | 0.7ms avg=0.6ms +B8100: pg=717 mem=306(h=306,m=0) io=142 l0=269 | 0.7ms avg=0.6ms +B8200: pg=763 mem=313(h=313,m=0) io=148 l0=302 | 0.8ms avg=0.6ms +B8300: pg=781 mem=313(h=313,m=0) io=178 l0=290 | 0.9ms avg=0.6ms +B8400: pg=734 mem=305(h=305,m=0) io=94 l0=335 | 0.5ms avg=0.6ms +B8500: pg=771 mem=300(h=299,m=1) io=153 l0=318 | 0.8ms avg=0.6ms +B8600: pg=759 mem=293(h=293,m=0) io=134 l0=332 | 0.7ms avg=0.6ms +B8700: pg=697 mem=274(h=274,m=0) io=105 l0=318 | 0.6ms avg=0.6ms +B8800: pg=722 mem=296(h=296,m=0) io=166 l0=260 | 0.8ms avg=0.6ms +B8900: pg=704 mem=298(h=298,m=0) io=120 l0=286 | 0.6ms avg=0.6ms +B9000: pg=690 mem=289(h=289,m=0) io=108 l0=293 | 0.6ms avg=0.6ms +B9100: pg=756 mem=295(h=295,m=0) io=130 l0=331 | 0.7ms avg=0.6ms +B9200: pg=769 mem=293(h=293,m=0) io=136 l0=340 | 0.7ms avg=0.6ms +B9300: pg=741 mem=306(h=306,m=0) io=122 l0=313 | 0.6ms avg=0.6ms +B9400: pg=767 mem=299(h=299,m=0) io=148 l0=320 | 0.8ms avg=0.6ms +B9500: pg=718 mem=290(h=290,m=0) io=121 l0=307 | 0.6ms avg=0.6ms +B9600: pg=760 mem=297(h=296,m=1) io=143 l0=320 | 0.7ms avg=0.6ms +B9700: pg=770 mem=289(h=289,m=0) io=142 l0=339 | 0.7ms avg=0.6ms +B9800: pg=761 mem=308(h=308,m=0) io=159 l0=294 | 0.8ms avg=0.6ms +B9900: pg=718 mem=295(h=295,m=0) io=120 l0=303 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5996 ms/batch +MEM: 2954518 (hit=2953246 miss=1272 rate=100.0%) +IO: 1142726 | L0: 3056048 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run3.log b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..93e465a6dc6ae99cf24afc405f37bb3795025d46 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w100/criteo_kaggle_a0.05_w100_20260501_022336_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=304(h=303,m=1) io=400 l0=0 | 2.0ms avg=1.1ms +B 200: pg=668 mem=303(h=303,m=0) io=71 l0=294 | 0.4ms avg=0.8ms +B 300: pg=729 mem=307(h=307,m=0) io=101 l0=321 | 0.5ms avg=0.7ms +B 400: pg=706 mem=271(h=271,m=0) io=78 l0=357 | 0.4ms avg=0.6ms +B 500: pg=751 mem=306(h=306,m=0) io=117 l0=328 | 0.6ms avg=0.6ms +B 600: pg=700 mem=305(h=305,m=0) io=103 l0=292 | 0.5ms avg=0.6ms +B 700: pg=713 mem=279(h=279,m=0) io=117 l0=317 | 0.6ms avg=0.6ms +B 800: pg=679 mem=269(h=269,m=0) io=96 l0=314 | 0.5ms avg=0.6ms +B 900: pg=669 mem=285(h=285,m=0) io=82 l0=302 | 0.4ms avg=0.5ms +B1000: pg=685 mem=303(h=303,m=0) io=96 l0=286 | 0.5ms avg=0.5ms +B1100: pg=646 mem=273(h=273,m=0) io=110 l0=263 | 0.6ms avg=0.5ms +B1200: pg=664 mem=268(h=268,m=0) io=97 l0=299 | 0.5ms avg=0.5ms +B1300: pg=700 mem=288(h=288,m=0) io=103 l0=309 | 0.5ms avg=0.5ms +B1400: pg=749 mem=282(h=282,m=0) io=112 l0=355 | 0.6ms avg=0.5ms +B1500: pg=709 mem=303(h=303,m=0) io=91 l0=315 | 0.5ms avg=0.5ms +B1600: pg=690 mem=291(h=291,m=0) io=116 l0=283 | 0.6ms avg=0.5ms +B1700: pg=701 mem=301(h=301,m=0) io=79 l0=321 | 0.4ms avg=0.5ms +B1800: pg=673 mem=285(h=285,m=0) io=100 l0=288 | 0.5ms avg=0.5ms +B1900: pg=698 mem=296(h=296,m=0) io=80 l0=322 | 0.4ms avg=0.5ms +B2000: pg=706 mem=291(h=291,m=0) io=96 l0=319 | 0.5ms avg=0.5ms +B2100: pg=708 mem=297(h=297,m=0) io=91 l0=320 | 0.5ms avg=0.5ms +B2200: pg=751 mem=285(h=285,m=0) io=119 l0=347 | 0.6ms avg=0.5ms +B2300: pg=669 mem=289(h=289,m=0) io=76 l0=304 | 0.4ms avg=0.5ms +B2400: pg=702 mem=283(h=283,m=0) io=92 l0=327 | 0.5ms avg=0.5ms +B2500: pg=683 mem=296(h=296,m=0) io=109 l0=278 | 0.6ms avg=0.5ms +B2600: pg=737 mem=299(h=299,m=0) io=104 l0=334 | 0.5ms avg=0.5ms +B2700: pg=734 mem=301(h=301,m=0) io=83 l0=350 | 0.4ms avg=0.5ms +B2800: pg=739 mem=292(h=292,m=0) io=126 l0=321 | 0.6ms avg=0.5ms +B2900: pg=686 mem=293(h=293,m=0) io=93 l0=300 | 0.5ms avg=0.5ms +B3000: pg=689 mem=300(h=300,m=0) io=64 l0=325 | 0.3ms avg=0.5ms +B3100: pg=660 mem=287(h=287,m=0) io=99 l0=274 | 0.5ms avg=0.5ms +B3200: pg=753 mem=294(h=294,m=0) io=99 l0=360 | 0.5ms avg=0.5ms +B3300: pg=710 mem=313(h=313,m=0) io=113 l0=284 | 0.6ms avg=0.5ms +B3400: pg=711 mem=286(h=286,m=0) io=126 l0=299 | 0.6ms avg=0.5ms +B3500: pg=733 mem=305(h=305,m=0) io=109 l0=319 | 0.6ms avg=0.5ms +B3600: pg=693 mem=311(h=311,m=0) io=91 l0=291 | 0.5ms avg=0.5ms +B3700: pg=704 mem=307(h=307,m=0) io=91 l0=306 | 0.5ms avg=0.5ms +B3800: pg=741 mem=309(h=309,m=0) io=138 l0=294 | 0.7ms avg=0.5ms +B3900: pg=723 mem=301(h=301,m=0) io=108 l0=314 | 0.6ms avg=0.5ms +B4000: pg=695 mem=294(h=294,m=0) io=100 l0=301 | 0.5ms avg=0.5ms +B4100: pg=722 mem=291(h=291,m=0) io=127 l0=304 | 0.6ms avg=0.5ms +B4200: pg=753 mem=289(h=289,m=0) io=126 l0=338 | 0.6ms avg=0.5ms +B4300: pg=734 mem=290(h=290,m=0) io=108 l0=336 | 0.6ms avg=0.5ms +B4400: pg=702 mem=286(h=286,m=0) io=129 l0=287 | 0.7ms avg=0.5ms +B4500: pg=728 mem=308(h=308,m=0) io=109 l0=311 | 0.6ms avg=0.5ms +B4600: pg=721 mem=290(h=290,m=0) io=120 l0=311 | 0.6ms avg=0.5ms +B4700: pg=712 mem=292(h=292,m=0) io=99 l0=321 | 0.5ms avg=0.5ms +B4800: pg=730 mem=283(h=283,m=0) io=118 l0=329 | 0.6ms avg=0.5ms +B4900: pg=806 mem=283(h=283,m=0) io=150 l0=373 | 0.8ms avg=0.5ms +B5000: pg=719 mem=303(h=303,m=0) io=104 l0=312 | 0.5ms avg=0.5ms +B5100: pg=728 mem=274(h=274,m=0) io=135 l0=319 | 0.7ms avg=0.5ms +B5200: pg=709 mem=282(h=282,m=0) io=104 l0=323 | 0.5ms avg=0.5ms +B5300: pg=802 mem=293(h=293,m=0) io=151 l0=358 | 0.8ms avg=0.5ms +B5400: pg=718 mem=296(h=296,m=0) io=114 l0=308 | 0.6ms avg=0.5ms +B5500: pg=719 mem=301(h=301,m=0) io=117 l0=301 | 0.6ms avg=0.5ms +B5600: pg=699 mem=297(h=297,m=0) io=112 l0=290 | 0.6ms avg=0.5ms +B5700: pg=733 mem=302(h=302,m=0) io=103 l0=328 | 0.5ms avg=0.5ms +B5800: pg=740 mem=310(h=310,m=0) io=128 l0=302 | 0.6ms avg=0.5ms +B5900: pg=748 mem=281(h=281,m=0) io=129 l0=338 | 0.7ms avg=0.5ms +B6000: pg=709 mem=294(h=294,m=0) io=108 l0=307 | 0.6ms avg=0.5ms +B6100: pg=780 mem=302(h=302,m=0) io=146 l0=332 | 0.8ms avg=0.5ms +B6200: pg=805 mem=284(h=284,m=0) io=160 l0=361 | 0.8ms avg=0.5ms +B6300: pg=711 mem=297(h=296,m=1) io=111 l0=303 | 0.6ms avg=0.5ms +B6400: pg=725 mem=296(h=296,m=0) io=110 l0=319 | 0.6ms avg=0.5ms +B6500: pg=727 mem=283(h=283,m=0) io=133 l0=311 | 0.7ms avg=0.5ms +B6600: pg=730 mem=286(h=286,m=0) io=132 l0=312 | 0.7ms avg=0.6ms +B6700: pg=778 mem=295(h=295,m=0) io=140 l0=343 | 0.7ms avg=0.6ms +B6800: pg=757 mem=292(h=292,m=0) io=180 l0=285 | 0.9ms avg=0.6ms +B6900: pg=760 mem=285(h=285,m=0) io=152 l0=323 | 0.8ms avg=0.6ms +B7000: pg=752 mem=303(h=303,m=0) io=138 l0=311 | 0.7ms avg=0.6ms +B7100: pg=736 mem=300(h=300,m=0) io=127 l0=309 | 0.6ms avg=0.6ms +B7200: pg=734 mem=297(h=297,m=0) io=116 l0=321 | 0.6ms avg=0.6ms +B7300: pg=734 mem=293(h=293,m=0) io=125 l0=316 | 0.6ms avg=0.6ms +B7400: pg=759 mem=289(h=289,m=0) io=138 l0=332 | 0.7ms avg=0.6ms +B7500: pg=698 mem=284(h=284,m=0) io=92 l0=322 | 0.5ms avg=0.6ms +B7600: pg=701 mem=299(h=299,m=0) io=129 l0=273 | 0.7ms avg=0.6ms +B7700: pg=773 mem=297(h=297,m=0) io=141 l0=335 | 0.7ms avg=0.6ms +B7800: pg=673 mem=284(h=284,m=0) io=99 l0=290 | 0.5ms avg=0.6ms +B7900: pg=760 mem=277(h=277,m=0) io=149 l0=334 | 0.8ms avg=0.6ms +B8000: pg=764 mem=294(h=294,m=0) io=141 l0=329 | 0.7ms avg=0.6ms +B8100: pg=717 mem=306(h=306,m=0) io=141 l0=270 | 0.7ms avg=0.6ms +B8200: pg=763 mem=314(h=314,m=0) io=153 l0=296 | 0.8ms avg=0.6ms +B8300: pg=781 mem=313(h=313,m=0) io=186 l0=282 | 1.0ms avg=0.6ms +B8400: pg=734 mem=306(h=306,m=0) io=94 l0=334 | 0.5ms avg=0.6ms +B8500: pg=771 mem=301(h=301,m=0) io=152 l0=318 | 0.8ms avg=0.6ms +B8600: pg=759 mem=294(h=294,m=0) io=131 l0=334 | 0.7ms avg=0.6ms +B8700: pg=697 mem=275(h=275,m=0) io=106 l0=316 | 0.6ms avg=0.6ms +B8800: pg=722 mem=296(h=296,m=0) io=162 l0=264 | 0.8ms avg=0.6ms +B8900: pg=704 mem=298(h=298,m=0) io=123 l0=283 | 0.6ms avg=0.6ms +B9000: pg=690 mem=290(h=290,m=0) io=108 l0=292 | 0.6ms avg=0.6ms +B9100: pg=756 mem=296(h=296,m=0) io=132 l0=328 | 0.7ms avg=0.6ms +B9200: pg=769 mem=294(h=294,m=0) io=136 l0=339 | 0.7ms avg=0.6ms +B9300: pg=741 mem=306(h=306,m=0) io=119 l0=316 | 0.6ms avg=0.6ms +B9400: pg=767 mem=299(h=299,m=0) io=146 l0=322 | 0.8ms avg=0.6ms +B9500: pg=718 mem=290(h=290,m=0) io=124 l0=304 | 0.6ms avg=0.6ms +B9600: pg=760 mem=298(h=298,m=0) io=142 l0=320 | 0.7ms avg=0.6ms +B9700: pg=770 mem=289(h=289,m=0) io=135 l0=346 | 0.7ms avg=0.6ms +B9800: pg=761 mem=308(h=308,m=0) io=162 l0=291 | 0.8ms avg=0.6ms +B9900: pg=718 mem=295(h=295,m=0) io=116 l0=307 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5988 ms/batch +MEM: 2960720 (hit=2959478 miss=1242 rate=100.0%) +IO: 1142237 | L0: 3050335 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357.csv b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357.csv new file mode 100644 index 0000000000000000000000000000000000000000..f0dec4859a99df3329c5cf2a7db59c67f95fd3be --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6233,99.8,3967455,1098143,2087694,10000,0.05,200,252,6451 +2,0.5925,99.9,3964537,1098599,2090156,10000,0.05,200,252,6451 +3,0.5921,99.9,3966407,1098107,2088778,10000,0.05,200,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run1.log b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..761a9a84c9a5fb6957362dc73607e5516e26ebab --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=660,m=44) io=0 l0=0 | 4.3ms avg=1.1ms +B 200: pg=668 mem=391(h=391,m=0) io=277 l0=0 | 1.4ms avg=2.9ms +B 300: pg=729 mem=400(h=400,m=0) io=104 l0=225 | 0.5ms avg=2.1ms +B 400: pg=706 mem=385(h=385,m=0) io=78 l0=243 | 0.4ms avg=1.7ms +B 500: pg=751 mem=407(h=407,m=0) io=102 l0=242 | 0.5ms avg=1.4ms +B 600: pg=700 mem=393(h=393,m=0) io=107 l0=200 | 0.6ms avg=1.3ms +B 700: pg=713 mem=371(h=371,m=0) io=109 l0=233 | 0.6ms avg=1.2ms +B 800: pg=679 mem=355(h=355,m=0) io=90 l0=234 | 0.5ms avg=1.1ms +B 900: pg=669 mem=375(h=375,m=0) io=80 l0=214 | 0.4ms avg=1.0ms +B1000: pg=685 mem=401(h=401,m=0) io=97 l0=187 | 0.5ms avg=1.0ms +B1100: pg=646 mem=353(h=353,m=0) io=108 l0=185 | 0.6ms avg=0.9ms +B1200: pg=664 mem=366(h=366,m=0) io=98 l0=200 | 0.5ms avg=0.9ms +B1300: pg=700 mem=389(h=389,m=0) io=98 l0=213 | 0.5ms avg=0.8ms +B1400: pg=749 mem=400(h=400,m=0) io=108 l0=241 | 0.6ms avg=0.8ms +B1500: pg=709 mem=394(h=394,m=0) io=93 l0=222 | 0.5ms avg=0.8ms +B1600: pg=690 mem=388(h=388,m=0) io=109 l0=193 | 0.6ms avg=0.8ms +B1700: pg=701 mem=412(h=412,m=0) io=77 l0=212 | 0.4ms avg=0.7ms +B1800: pg=673 mem=390(h=390,m=0) io=96 l0=187 | 0.5ms avg=0.7ms +B1900: pg=698 mem=408(h=408,m=0) io=72 l0=218 | 0.4ms avg=0.7ms +B2000: pg=706 mem=383(h=383,m=0) io=86 l0=237 | 0.4ms avg=0.7ms +B2100: pg=708 mem=391(h=391,m=0) io=95 l0=222 | 0.5ms avg=0.7ms +B2200: pg=751 mem=388(h=388,m=0) io=114 l0=249 | 0.6ms avg=0.7ms +B2300: pg=669 mem=407(h=407,m=0) io=75 l0=187 | 0.4ms avg=0.7ms +B2400: pg=702 mem=375(h=375,m=0) io=84 l0=243 | 0.4ms avg=0.7ms +B2500: pg=683 mem=371(h=371,m=0) io=112 l0=200 | 0.6ms avg=0.7ms +B2600: pg=737 mem=401(h=401,m=0) io=98 l0=238 | 0.5ms avg=0.6ms +B2700: pg=734 mem=422(h=422,m=0) io=83 l0=229 | 0.4ms avg=0.6ms +B2800: pg=739 mem=391(h=391,m=0) io=116 l0=232 | 0.6ms avg=0.6ms +B2900: pg=686 mem=385(h=385,m=0) io=88 l0=213 | 0.4ms avg=0.6ms +B3000: pg=689 mem=405(h=405,m=0) io=57 l0=227 | 0.3ms avg=0.6ms +B3100: pg=660 mem=368(h=368,m=0) io=94 l0=198 | 0.5ms avg=0.6ms +B3200: pg=753 mem=402(h=402,m=0) io=98 l0=253 | 0.5ms avg=0.6ms +B3300: pg=710 mem=408(h=408,m=0) io=111 l0=191 | 0.6ms avg=0.6ms +B3400: pg=711 mem=378(h=378,m=0) io=120 l0=213 | 0.6ms avg=0.6ms +B3500: pg=733 mem=415(h=415,m=0) io=110 l0=208 | 0.6ms avg=0.6ms +B3600: pg=693 mem=409(h=409,m=0) io=79 l0=205 | 0.4ms avg=0.6ms +B3700: pg=704 mem=393(h=393,m=0) io=90 l0=221 | 0.5ms avg=0.6ms +B3800: pg=741 mem=394(h=394,m=0) io=135 l0=212 | 0.7ms avg=0.6ms +B3900: pg=723 mem=400(h=400,m=0) io=102 l0=221 | 0.5ms avg=0.6ms +B4000: pg=695 mem=392(h=392,m=0) io=91 l0=212 | 0.5ms avg=0.6ms +B4100: pg=722 mem=384(h=384,m=0) io=123 l0=215 | 0.6ms avg=0.6ms +B4200: pg=753 mem=402(h=402,m=0) io=129 l0=222 | 0.7ms avg=0.6ms +B4300: pg=734 mem=397(h=397,m=0) io=111 l0=226 | 0.6ms avg=0.6ms +B4400: pg=702 mem=384(h=384,m=0) io=124 l0=194 | 0.6ms avg=0.6ms +B4500: pg=728 mem=430(h=430,m=0) io=100 l0=198 | 0.5ms avg=0.6ms +B4600: pg=721 mem=386(h=386,m=0) io=113 l0=222 | 0.6ms avg=0.6ms +B4700: pg=712 mem=389(h=389,m=0) io=99 l0=224 | 0.5ms avg=0.6ms +B4800: pg=730 mem=386(h=386,m=0) io=117 l0=227 | 0.6ms avg=0.6ms +B4900: pg=806 mem=388(h=388,m=0) io=148 l0=270 | 0.8ms avg=0.6ms +B5000: pg=719 mem=400(h=400,m=0) io=102 l0=217 | 0.5ms avg=0.6ms +B5100: pg=728 mem=379(h=379,m=0) io=129 l0=220 | 0.7ms avg=0.6ms +B5200: pg=709 mem=381(h=381,m=0) io=98 l0=230 | 0.5ms avg=0.6ms +B5300: pg=802 mem=397(h=397,m=0) io=148 l0=257 | 0.8ms avg=0.6ms +B5400: pg=718 mem=400(h=400,m=0) io=110 l0=208 | 0.6ms avg=0.6ms +B5500: pg=719 mem=398(h=398,m=0) io=105 l0=216 | 0.6ms avg=0.6ms +B5600: pg=699 mem=395(h=395,m=0) io=106 l0=198 | 0.6ms avg=0.6ms +B5700: pg=733 mem=395(h=395,m=0) io=100 l0=238 | 0.5ms avg=0.6ms +B5800: pg=740 mem=435(h=435,m=0) io=124 l0=181 | 0.6ms avg=0.6ms +B5900: pg=748 mem=392(h=392,m=0) io=128 l0=228 | 0.6ms avg=0.6ms +B6000: pg=709 mem=393(h=393,m=0) io=106 l0=210 | 0.6ms avg=0.6ms +B6100: pg=780 mem=418(h=418,m=0) io=149 l0=213 | 0.8ms avg=0.6ms +B6200: pg=805 mem=405(h=405,m=0) io=156 l0=244 | 0.8ms avg=0.6ms +B6300: pg=711 mem=397(h=397,m=0) io=112 l0=202 | 0.6ms avg=0.6ms +B6400: pg=725 mem=392(h=392,m=0) io=107 l0=226 | 0.6ms avg=0.6ms +B6500: pg=727 mem=384(h=384,m=0) io=131 l0=212 | 0.7ms avg=0.6ms +B6600: pg=730 mem=387(h=387,m=0) io=127 l0=216 | 0.6ms avg=0.6ms +B6700: pg=778 mem=403(h=403,m=0) io=142 l0=233 | 0.7ms avg=0.6ms +B6800: pg=757 mem=381(h=381,m=0) io=172 l0=204 | 0.9ms avg=0.6ms +B6900: pg=760 mem=382(h=382,m=0) io=151 l0=227 | 0.8ms avg=0.6ms +B7000: pg=752 mem=405(h=405,m=0) io=133 l0=214 | 0.7ms avg=0.6ms +B7100: pg=736 mem=397(h=397,m=0) io=128 l0=211 | 0.6ms avg=0.6ms +B7200: pg=734 mem=396(h=396,m=0) io=115 l0=223 | 0.6ms avg=0.6ms +B7300: pg=734 mem=399(h=399,m=0) io=122 l0=213 | 0.6ms avg=0.6ms +B7400: pg=759 mem=402(h=402,m=0) io=136 l0=221 | 0.7ms avg=0.6ms +B7500: pg=698 mem=401(h=401,m=0) io=80 l0=217 | 0.4ms avg=0.6ms +B7600: pg=701 mem=397(h=397,m=0) io=122 l0=182 | 0.6ms avg=0.6ms +B7700: pg=773 mem=394(h=394,m=0) io=135 l0=244 | 0.7ms avg=0.6ms +B7800: pg=673 mem=383(h=383,m=0) io=96 l0=194 | 0.5ms avg=0.6ms +B7900: pg=760 mem=381(h=381,m=0) io=150 l0=229 | 0.8ms avg=0.6ms +B8000: pg=764 mem=386(h=386,m=0) io=133 l0=245 | 0.7ms avg=0.6ms +B8100: pg=717 mem=395(h=395,m=0) io=147 l0=175 | 0.8ms avg=0.6ms +B8200: pg=763 mem=409(h=409,m=0) io=145 l0=209 | 0.8ms avg=0.6ms +B8300: pg=781 mem=402(h=402,m=0) io=172 l0=207 | 0.9ms avg=0.6ms +B8400: pg=734 mem=443(h=443,m=0) io=95 l0=196 | 0.5ms avg=0.6ms +B8500: pg=771 mem=418(h=418,m=0) io=153 l0=200 | 0.8ms avg=0.6ms +B8600: pg=759 mem=392(h=392,m=0) io=132 l0=235 | 0.7ms avg=0.6ms +B8700: pg=697 mem=387(h=387,m=0) io=108 l0=202 | 0.6ms avg=0.6ms +B8800: pg=722 mem=373(h=373,m=0) io=166 l0=183 | 0.8ms avg=0.6ms +B8900: pg=704 mem=391(h=391,m=0) io=115 l0=198 | 0.6ms avg=0.6ms +B9000: pg=690 mem=380(h=380,m=0) io=106 l0=204 | 0.6ms avg=0.6ms +B9100: pg=756 mem=407(h=407,m=0) io=124 l0=225 | 0.6ms avg=0.6ms +B9200: pg=769 mem=401(h=401,m=0) io=125 l0=243 | 0.6ms avg=0.6ms +B9300: pg=741 mem=398(h=398,m=0) io=113 l0=230 | 0.6ms avg=0.6ms +B9400: pg=767 mem=399(h=399,m=0) io=147 l0=221 | 0.8ms avg=0.6ms +B9500: pg=718 mem=372(h=372,m=0) io=122 l0=224 | 0.6ms avg=0.6ms +B9600: pg=760 mem=417(h=417,m=0) io=143 l0=200 | 0.7ms avg=0.6ms +B9700: pg=770 mem=403(h=403,m=0) io=127 l0=240 | 0.6ms avg=0.6ms +B9800: pg=761 mem=404(h=404,m=0) io=150 l0=207 | 0.8ms avg=0.6ms +B9900: pg=718 mem=387(h=387,m=0) io=111 l0=220 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6233 ms/batch +MEM: 3967455 (hit=3961345 miss=6110 rate=99.8%) +IO: 1098143 | L0: 2087694 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run2.log b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..c225e16a3e4113253703e4a4060c8cacc0c03bc3 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=390(h=390,m=0) io=278 l0=0 | 1.4ms avg=1.3ms +B 300: pg=729 mem=400(h=400,m=0) io=101 l0=228 | 0.5ms avg=1.1ms +B 400: pg=706 mem=385(h=385,m=0) io=84 l0=237 | 0.4ms avg=0.9ms +B 500: pg=751 mem=407(h=407,m=0) io=101 l0=243 | 0.5ms avg=0.8ms +B 600: pg=700 mem=393(h=393,m=0) io=102 l0=205 | 0.5ms avg=0.8ms +B 700: pg=713 mem=371(h=371,m=0) io=107 l0=235 | 0.6ms avg=0.7ms +B 800: pg=679 mem=355(h=355,m=0) io=88 l0=236 | 0.4ms avg=0.7ms +B 900: pg=669 mem=375(h=375,m=0) io=79 l0=215 | 0.4ms avg=0.7ms +B1000: pg=685 mem=401(h=401,m=0) io=96 l0=188 | 0.5ms avg=0.6ms +B1100: pg=646 mem=353(h=353,m=0) io=108 l0=185 | 0.6ms avg=0.6ms +B1200: pg=664 mem=366(h=366,m=0) io=98 l0=200 | 0.5ms avg=0.6ms +B1300: pg=700 mem=389(h=389,m=0) io=95 l0=216 | 0.5ms avg=0.6ms +B1400: pg=749 mem=400(h=400,m=0) io=107 l0=242 | 0.6ms avg=0.6ms +B1500: pg=709 mem=394(h=394,m=0) io=88 l0=227 | 0.4ms avg=0.6ms +B1600: pg=690 mem=388(h=388,m=0) io=112 l0=190 | 0.6ms avg=0.6ms +B1700: pg=701 mem=412(h=412,m=0) io=81 l0=208 | 0.4ms avg=0.6ms +B1800: pg=673 mem=389(h=389,m=0) io=96 l0=188 | 0.5ms avg=0.6ms +B1900: pg=698 mem=408(h=408,m=0) io=78 l0=212 | 0.4ms avg=0.5ms +B2000: pg=706 mem=383(h=383,m=0) io=85 l0=238 | 0.4ms avg=0.5ms +B2100: pg=708 mem=391(h=391,m=0) io=96 l0=221 | 0.5ms avg=0.5ms +B2200: pg=751 mem=388(h=388,m=0) io=112 l0=251 | 0.6ms avg=0.5ms +B2300: pg=669 mem=407(h=407,m=0) io=75 l0=187 | 0.4ms avg=0.5ms +B2400: pg=702 mem=374(h=374,m=0) io=91 l0=237 | 0.5ms avg=0.5ms +B2500: pg=683 mem=371(h=371,m=0) io=109 l0=203 | 0.6ms avg=0.5ms +B2600: pg=737 mem=401(h=401,m=0) io=100 l0=236 | 0.5ms avg=0.5ms +B2700: pg=734 mem=422(h=422,m=0) io=88 l0=224 | 0.4ms avg=0.5ms +B2800: pg=739 mem=390(h=390,m=0) io=112 l0=237 | 0.6ms avg=0.5ms +B2900: pg=686 mem=385(h=385,m=0) io=91 l0=210 | 0.5ms avg=0.5ms +B3000: pg=689 mem=405(h=405,m=0) io=52 l0=232 | 0.3ms avg=0.5ms +B3100: pg=660 mem=368(h=368,m=0) io=96 l0=196 | 0.5ms avg=0.5ms +B3200: pg=753 mem=402(h=402,m=0) io=97 l0=254 | 0.5ms avg=0.5ms +B3300: pg=710 mem=407(h=407,m=0) io=105 l0=198 | 0.6ms avg=0.5ms +B3400: pg=711 mem=378(h=378,m=0) io=119 l0=214 | 0.6ms avg=0.5ms +B3500: pg=733 mem=414(h=414,m=0) io=108 l0=211 | 0.6ms avg=0.5ms +B3600: pg=693 mem=408(h=408,m=0) io=81 l0=204 | 0.4ms avg=0.5ms +B3700: pg=704 mem=393(h=393,m=0) io=93 l0=218 | 0.5ms avg=0.5ms +B3800: pg=741 mem=394(h=394,m=0) io=133 l0=214 | 0.7ms avg=0.5ms +B3900: pg=723 mem=400(h=400,m=0) io=102 l0=221 | 0.5ms avg=0.5ms +B4000: pg=695 mem=392(h=392,m=0) io=91 l0=212 | 0.5ms avg=0.5ms +B4100: pg=722 mem=384(h=384,m=0) io=131 l0=207 | 0.7ms avg=0.5ms +B4200: pg=753 mem=401(h=401,m=0) io=121 l0=231 | 0.6ms avg=0.5ms +B4300: pg=734 mem=397(h=397,m=0) io=114 l0=223 | 0.6ms avg=0.5ms +B4400: pg=702 mem=384(h=384,m=0) io=125 l0=193 | 0.6ms avg=0.5ms +B4500: pg=728 mem=430(h=430,m=0) io=105 l0=193 | 0.6ms avg=0.5ms +B4600: pg=721 mem=385(h=385,m=0) io=115 l0=221 | 0.6ms avg=0.5ms +B4700: pg=712 mem=388(h=388,m=0) io=96 l0=228 | 0.5ms avg=0.5ms +B4800: pg=730 mem=386(h=386,m=0) io=119 l0=225 | 0.6ms avg=0.5ms +B4900: pg=806 mem=388(h=388,m=0) io=146 l0=272 | 0.8ms avg=0.5ms +B5000: pg=719 mem=400(h=400,m=0) io=99 l0=220 | 0.5ms avg=0.5ms +B5100: pg=728 mem=379(h=379,m=0) io=135 l0=214 | 0.7ms avg=0.5ms +B5200: pg=709 mem=381(h=381,m=0) io=106 l0=222 | 0.6ms avg=0.5ms +B5300: pg=802 mem=396(h=396,m=0) io=146 l0=260 | 0.8ms avg=0.5ms +B5400: pg=718 mem=399(h=399,m=0) io=116 l0=203 | 0.6ms avg=0.5ms +B5500: pg=719 mem=398(h=398,m=0) io=110 l0=211 | 0.6ms avg=0.5ms +B5600: pg=699 mem=395(h=395,m=0) io=111 l0=193 | 0.6ms avg=0.5ms +B5700: pg=733 mem=395(h=395,m=0) io=99 l0=239 | 0.5ms avg=0.5ms +B5800: pg=740 mem=434(h=434,m=0) io=121 l0=185 | 0.6ms avg=0.5ms +B5900: pg=748 mem=392(h=392,m=0) io=128 l0=228 | 0.6ms avg=0.5ms +B6000: pg=709 mem=392(h=392,m=0) io=106 l0=211 | 0.6ms avg=0.5ms +B6100: pg=780 mem=418(h=418,m=0) io=149 l0=213 | 0.8ms avg=0.5ms +B6200: pg=805 mem=405(h=405,m=0) io=156 l0=244 | 0.8ms avg=0.5ms +B6300: pg=711 mem=396(h=396,m=0) io=107 l0=208 | 0.6ms avg=0.5ms +B6400: pg=725 mem=392(h=392,m=0) io=109 l0=224 | 0.6ms avg=0.5ms +B6500: pg=727 mem=384(h=384,m=0) io=125 l0=218 | 0.6ms avg=0.5ms +B6600: pg=730 mem=387(h=387,m=0) io=133 l0=210 | 0.7ms avg=0.6ms +B6700: pg=778 mem=402(h=402,m=0) io=140 l0=236 | 0.7ms avg=0.6ms +B6800: pg=757 mem=380(h=380,m=0) io=171 l0=206 | 0.9ms avg=0.6ms +B6900: pg=760 mem=381(h=381,m=0) io=144 l0=235 | 0.7ms avg=0.6ms +B7000: pg=752 mem=404(h=404,m=0) io=135 l0=213 | 0.7ms avg=0.6ms +B7100: pg=736 mem=397(h=397,m=0) io=124 l0=215 | 0.6ms avg=0.6ms +B7200: pg=734 mem=396(h=396,m=0) io=109 l0=229 | 0.6ms avg=0.6ms +B7300: pg=734 mem=399(h=399,m=0) io=126 l0=209 | 0.6ms avg=0.6ms +B7400: pg=759 mem=402(h=402,m=0) io=132 l0=225 | 0.7ms avg=0.6ms +B7500: pg=698 mem=400(h=399,m=1) io=80 l0=218 | 0.4ms avg=0.6ms +B7600: pg=701 mem=397(h=397,m=0) io=116 l0=188 | 0.6ms avg=0.6ms +B7700: pg=773 mem=394(h=394,m=0) io=137 l0=242 | 0.7ms avg=0.6ms +B7800: pg=673 mem=383(h=383,m=0) io=94 l0=196 | 0.5ms avg=0.6ms +B7900: pg=760 mem=381(h=381,m=0) io=150 l0=229 | 0.8ms avg=0.6ms +B8000: pg=764 mem=386(h=386,m=0) io=138 l0=240 | 0.7ms avg=0.6ms +B8100: pg=717 mem=395(h=395,m=0) io=142 l0=180 | 0.7ms avg=0.6ms +B8200: pg=763 mem=409(h=409,m=0) io=152 l0=202 | 0.8ms avg=0.6ms +B8300: pg=781 mem=401(h=401,m=0) io=183 l0=197 | 0.9ms avg=0.6ms +B8400: pg=734 mem=443(h=443,m=0) io=92 l0=199 | 0.5ms avg=0.6ms +B8500: pg=771 mem=417(h=417,m=0) io=146 l0=208 | 0.8ms avg=0.6ms +B8600: pg=759 mem=391(h=391,m=0) io=132 l0=236 | 0.7ms avg=0.6ms +B8700: pg=697 mem=386(h=386,m=0) io=101 l0=210 | 0.5ms avg=0.6ms +B8800: pg=722 mem=373(h=373,m=0) io=163 l0=186 | 0.8ms avg=0.6ms +B8900: pg=704 mem=391(h=391,m=0) io=116 l0=197 | 0.6ms avg=0.6ms +B9000: pg=690 mem=380(h=380,m=0) io=105 l0=205 | 0.6ms avg=0.6ms +B9100: pg=756 mem=406(h=406,m=0) io=130 l0=220 | 0.7ms avg=0.6ms +B9200: pg=769 mem=401(h=401,m=0) io=136 l0=232 | 0.7ms avg=0.6ms +B9300: pg=741 mem=397(h=397,m=0) io=117 l0=227 | 0.6ms avg=0.6ms +B9400: pg=767 mem=399(h=399,m=0) io=143 l0=225 | 0.7ms avg=0.6ms +B9500: pg=718 mem=372(h=372,m=0) io=124 l0=222 | 0.6ms avg=0.6ms +B9600: pg=760 mem=417(h=417,m=0) io=144 l0=199 | 0.7ms avg=0.6ms +B9700: pg=770 mem=403(h=403,m=0) io=136 l0=231 | 0.7ms avg=0.6ms +B9800: pg=761 mem=404(h=404,m=0) io=148 l0=209 | 0.8ms avg=0.6ms +B9900: pg=718 mem=387(h=387,m=0) io=115 l0=216 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5925 ms/batch +MEM: 3964537 (hit=3961638 miss=2899 rate=99.9%) +IO: 1098599 | L0: 2090156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run3.log b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..9a771b3b397f4ab2749a886ca7e18ef76a1522db --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w200/criteo_kaggle_a0.05_w200_20260501_022357_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.6ms avg=1.2ms +B 200: pg=668 mem=391(h=390,m=1) io=277 l0=0 | 1.4ms avg=1.3ms +B 300: pg=729 mem=400(h=400,m=0) io=101 l0=228 | 0.5ms avg=1.1ms +B 400: pg=706 mem=386(h=386,m=0) io=85 l0=235 | 0.4ms avg=0.9ms +B 500: pg=751 mem=407(h=407,m=0) io=108 l0=236 | 0.6ms avg=0.8ms +B 600: pg=700 mem=393(h=393,m=0) io=104 l0=203 | 0.5ms avg=0.8ms +B 700: pg=713 mem=372(h=372,m=0) io=103 l0=238 | 0.5ms avg=0.7ms +B 800: pg=679 mem=355(h=355,m=0) io=95 l0=229 | 0.5ms avg=0.7ms +B 900: pg=669 mem=376(h=376,m=0) io=77 l0=216 | 0.4ms avg=0.7ms +B1000: pg=685 mem=401(h=401,m=0) io=102 l0=182 | 0.5ms avg=0.6ms +B1100: pg=646 mem=353(h=353,m=0) io=107 l0=186 | 0.6ms avg=0.6ms +B1200: pg=664 mem=366(h=366,m=0) io=100 l0=198 | 0.5ms avg=0.6ms +B1300: pg=700 mem=390(h=390,m=0) io=98 l0=212 | 0.5ms avg=0.6ms +B1400: pg=749 mem=401(h=401,m=0) io=109 l0=239 | 0.6ms avg=0.6ms +B1500: pg=709 mem=394(h=394,m=0) io=92 l0=223 | 0.5ms avg=0.6ms +B1600: pg=690 mem=388(h=388,m=0) io=112 l0=190 | 0.6ms avg=0.6ms +B1700: pg=701 mem=412(h=412,m=0) io=78 l0=211 | 0.4ms avg=0.6ms +B1800: pg=673 mem=390(h=390,m=0) io=91 l0=192 | 0.5ms avg=0.6ms +B1900: pg=698 mem=408(h=408,m=0) io=76 l0=214 | 0.4ms avg=0.6ms +B2000: pg=706 mem=383(h=383,m=0) io=83 l0=240 | 0.4ms avg=0.5ms +B2100: pg=708 mem=391(h=391,m=0) io=95 l0=222 | 0.5ms avg=0.5ms +B2200: pg=751 mem=387(h=387,m=0) io=114 l0=250 | 0.6ms avg=0.5ms +B2300: pg=669 mem=407(h=407,m=0) io=71 l0=191 | 0.4ms avg=0.5ms +B2400: pg=702 mem=374(h=374,m=0) io=87 l0=241 | 0.4ms avg=0.5ms +B2500: pg=683 mem=372(h=372,m=0) io=104 l0=207 | 0.5ms avg=0.5ms +B2600: pg=737 mem=400(h=400,m=0) io=104 l0=233 | 0.5ms avg=0.5ms +B2700: pg=734 mem=421(h=421,m=0) io=86 l0=227 | 0.4ms avg=0.5ms +B2800: pg=739 mem=390(h=390,m=0) io=116 l0=233 | 0.6ms avg=0.5ms +B2900: pg=686 mem=385(h=385,m=0) io=87 l0=214 | 0.4ms avg=0.5ms +B3000: pg=689 mem=405(h=405,m=0) io=61 l0=223 | 0.3ms avg=0.5ms +B3100: pg=660 mem=369(h=369,m=0) io=99 l0=192 | 0.5ms avg=0.5ms +B3200: pg=753 mem=402(h=402,m=0) io=98 l0=253 | 0.5ms avg=0.5ms +B3300: pg=710 mem=407(h=407,m=0) io=104 l0=199 | 0.5ms avg=0.5ms +B3400: pg=711 mem=378(h=378,m=0) io=124 l0=209 | 0.6ms avg=0.5ms +B3500: pg=733 mem=414(h=414,m=0) io=107 l0=212 | 0.6ms avg=0.5ms +B3600: pg=693 mem=409(h=409,m=0) io=86 l0=198 | 0.4ms avg=0.5ms +B3700: pg=704 mem=393(h=393,m=0) io=94 l0=217 | 0.5ms avg=0.5ms +B3800: pg=741 mem=394(h=394,m=0) io=126 l0=221 | 0.6ms avg=0.5ms +B3900: pg=723 mem=400(h=400,m=0) io=103 l0=220 | 0.5ms avg=0.5ms +B4000: pg=695 mem=392(h=392,m=0) io=96 l0=207 | 0.5ms avg=0.5ms +B4100: pg=722 mem=385(h=385,m=0) io=130 l0=207 | 0.7ms avg=0.5ms +B4200: pg=753 mem=401(h=401,m=0) io=120 l0=232 | 0.6ms avg=0.5ms +B4300: pg=734 mem=396(h=396,m=0) io=110 l0=228 | 0.6ms avg=0.5ms +B4400: pg=702 mem=385(h=385,m=0) io=125 l0=192 | 0.6ms avg=0.5ms +B4500: pg=728 mem=430(h=430,m=0) io=102 l0=196 | 0.5ms avg=0.5ms +B4600: pg=721 mem=385(h=385,m=0) io=119 l0=217 | 0.6ms avg=0.5ms +B4700: pg=712 mem=389(h=389,m=0) io=94 l0=229 | 0.5ms avg=0.5ms +B4800: pg=730 mem=387(h=387,m=0) io=114 l0=229 | 0.6ms avg=0.5ms +B4900: pg=806 mem=389(h=389,m=0) io=147 l0=270 | 0.8ms avg=0.5ms +B5000: pg=719 mem=401(h=401,m=0) io=102 l0=216 | 0.5ms avg=0.5ms +B5100: pg=728 mem=379(h=379,m=0) io=133 l0=216 | 0.7ms avg=0.5ms +B5200: pg=709 mem=382(h=382,m=0) io=97 l0=230 | 0.5ms avg=0.5ms +B5300: pg=802 mem=396(h=396,m=0) io=144 l0=262 | 0.7ms avg=0.5ms +B5400: pg=718 mem=400(h=400,m=0) io=110 l0=208 | 0.6ms avg=0.5ms +B5500: pg=719 mem=398(h=398,m=0) io=110 l0=211 | 0.6ms avg=0.5ms +B5600: pg=699 mem=396(h=396,m=0) io=107 l0=196 | 0.6ms avg=0.5ms +B5700: pg=733 mem=395(h=395,m=0) io=99 l0=239 | 0.5ms avg=0.5ms +B5800: pg=740 mem=435(h=435,m=0) io=123 l0=182 | 0.6ms avg=0.5ms +B5900: pg=748 mem=391(h=391,m=0) io=128 l0=229 | 0.6ms avg=0.5ms +B6000: pg=709 mem=391(h=391,m=0) io=105 l0=213 | 0.6ms avg=0.5ms +B6100: pg=780 mem=419(h=419,m=0) io=143 l0=218 | 0.7ms avg=0.5ms +B6200: pg=805 mem=404(h=404,m=0) io=156 l0=245 | 0.8ms avg=0.5ms +B6300: pg=711 mem=396(h=396,m=0) io=115 l0=200 | 0.6ms avg=0.5ms +B6400: pg=725 mem=392(h=392,m=0) io=110 l0=223 | 0.6ms avg=0.5ms +B6500: pg=727 mem=385(h=385,m=0) io=131 l0=211 | 0.7ms avg=0.5ms +B6600: pg=730 mem=388(h=388,m=0) io=131 l0=211 | 0.7ms avg=0.6ms +B6700: pg=778 mem=402(h=402,m=0) io=142 l0=234 | 0.7ms avg=0.6ms +B6800: pg=757 mem=379(h=379,m=0) io=169 l0=209 | 0.9ms avg=0.6ms +B6900: pg=760 mem=382(h=382,m=0) io=144 l0=234 | 0.7ms avg=0.6ms +B7000: pg=752 mem=405(h=405,m=0) io=135 l0=212 | 0.7ms avg=0.6ms +B7100: pg=736 mem=397(h=397,m=0) io=124 l0=215 | 0.6ms avg=0.6ms +B7200: pg=734 mem=396(h=396,m=0) io=106 l0=232 | 0.6ms avg=0.6ms +B7300: pg=734 mem=399(h=399,m=0) io=122 l0=213 | 0.6ms avg=0.6ms +B7400: pg=759 mem=401(h=401,m=0) io=136 l0=222 | 0.7ms avg=0.6ms +B7500: pg=698 mem=400(h=400,m=0) io=80 l0=218 | 0.4ms avg=0.6ms +B7600: pg=701 mem=397(h=397,m=0) io=120 l0=184 | 0.6ms avg=0.6ms +B7700: pg=773 mem=394(h=394,m=0) io=130 l0=249 | 0.7ms avg=0.6ms +B7800: pg=673 mem=383(h=383,m=0) io=103 l0=187 | 0.5ms avg=0.6ms +B7900: pg=760 mem=382(h=382,m=0) io=149 l0=229 | 0.8ms avg=0.6ms +B8000: pg=764 mem=385(h=385,m=0) io=139 l0=240 | 0.7ms avg=0.6ms +B8100: pg=717 mem=395(h=395,m=0) io=140 l0=182 | 0.7ms avg=0.6ms +B8200: pg=763 mem=408(h=408,m=0) io=148 l0=207 | 0.8ms avg=0.6ms +B8300: pg=781 mem=401(h=401,m=0) io=176 l0=204 | 0.9ms avg=0.6ms +B8400: pg=734 mem=443(h=443,m=0) io=95 l0=196 | 0.5ms avg=0.6ms +B8500: pg=771 mem=418(h=418,m=0) io=151 l0=202 | 0.8ms avg=0.6ms +B8600: pg=759 mem=391(h=391,m=0) io=136 l0=232 | 0.7ms avg=0.6ms +B8700: pg=697 mem=386(h=386,m=0) io=104 l0=207 | 0.5ms avg=0.6ms +B8800: pg=722 mem=374(h=374,m=0) io=165 l0=183 | 0.8ms avg=0.6ms +B8900: pg=704 mem=390(h=390,m=0) io=112 l0=202 | 0.6ms avg=0.6ms +B9000: pg=690 mem=380(h=380,m=0) io=102 l0=208 | 0.5ms avg=0.6ms +B9100: pg=756 mem=406(h=406,m=0) io=128 l0=222 | 0.6ms avg=0.6ms +B9200: pg=769 mem=401(h=401,m=0) io=128 l0=240 | 0.6ms avg=0.6ms +B9300: pg=741 mem=397(h=397,m=0) io=117 l0=227 | 0.6ms avg=0.6ms +B9400: pg=767 mem=399(h=399,m=0) io=143 l0=225 | 0.7ms avg=0.6ms +B9500: pg=718 mem=373(h=373,m=0) io=125 l0=220 | 0.6ms avg=0.6ms +B9600: pg=760 mem=416(h=416,m=0) io=145 l0=199 | 0.8ms avg=0.6ms +B9700: pg=770 mem=403(h=403,m=0) io=138 l0=229 | 0.7ms avg=0.6ms +B9800: pg=761 mem=404(h=404,m=0) io=139 l0=218 | 0.7ms avg=0.6ms +B9900: pg=718 mem=387(h=387,m=0) io=111 l0=220 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5921 ms/batch +MEM: 3966407 (hit=3963503 miss=2904 rate=99.9%) +IO: 1098107 | L0: 2088778 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315.csv b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315.csv new file mode 100644 index 0000000000000000000000000000000000000000..a0ce313bd7ade5add692af0c457ab12b4a0f6277 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6687,99.6,1419661,1181742,4551889,10000,0.05,50,252,6451 +2,0.6113,100.0,1507731,1179471,4466090,10000,0.05,50,252,6451 +3,0.6112,100.0,1516048,1178920,4458324,10000,0.05,50,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run1.log b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..e7f2ac24a47239ccfe7961b00a3d8b2f9dbc7752 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=0,m=491) io=0 l0=0 | 49.4ms avg=49.4ms +B 100: pg=704 mem=133(h=133,m=0) io=83 l0=488 | 0.4ms avg=6.3ms +B 200: pg=668 mem=143(h=143,m=0) io=76 l0=449 | 0.4ms avg=3.4ms +B 300: pg=729 mem=144(h=144,m=0) io=109 l0=476 | 0.6ms avg=2.4ms +B 400: pg=706 mem=139(h=139,m=0) io=89 l0=478 | 0.5ms avg=1.9ms +B 500: pg=751 mem=141(h=141,m=0) io=119 l0=491 | 0.6ms avg=1.6ms +B 600: pg=700 mem=141(h=141,m=0) io=117 l0=442 | 0.6ms avg=1.4ms +B 700: pg=713 mem=137(h=137,m=0) io=123 l0=453 | 0.6ms avg=1.3ms +B 800: pg=679 mem=134(h=134,m=0) io=97 l0=448 | 0.5ms avg=1.2ms +B 900: pg=669 mem=134(h=134,m=0) io=88 l0=447 | 0.4ms avg=1.1ms +B1000: pg=685 mem=136(h=136,m=0) io=98 l0=451 | 0.5ms avg=1.1ms +B1100: pg=646 mem=129(h=129,m=0) io=113 l0=404 | 0.6ms avg=1.0ms +B1200: pg=664 mem=138(h=138,m=0) io=95 l0=431 | 0.5ms avg=1.0ms +B1300: pg=700 mem=134(h=134,m=0) io=100 l0=466 | 0.5ms avg=0.9ms +B1400: pg=749 mem=132(h=132,m=0) io=118 l0=499 | 0.6ms avg=0.9ms +B1500: pg=709 mem=138(h=138,m=0) io=99 l0=472 | 0.5ms avg=0.9ms +B1600: pg=690 mem=128(h=128,m=0) io=122 l0=440 | 0.6ms avg=0.9ms +B1700: pg=701 mem=134(h=134,m=0) io=83 l0=484 | 0.4ms avg=0.8ms +B1800: pg=673 mem=137(h=137,m=0) io=106 l0=430 | 0.6ms avg=0.8ms +B1900: pg=698 mem=137(h=137,m=0) io=90 l0=471 | 0.5ms avg=0.8ms +B2000: pg=706 mem=132(h=132,m=0) io=104 l0=470 | 0.5ms avg=0.8ms +B2100: pg=708 mem=132(h=132,m=0) io=99 l0=477 | 0.5ms avg=0.8ms +B2200: pg=751 mem=140(h=140,m=0) io=118 l0=493 | 0.6ms avg=0.8ms +B2300: pg=669 mem=137(h=137,m=0) io=79 l0=453 | 0.4ms avg=0.7ms +B2400: pg=702 mem=135(h=135,m=0) io=99 l0=468 | 0.5ms avg=0.7ms +B2500: pg=683 mem=138(h=138,m=0) io=121 l0=424 | 0.6ms avg=0.7ms +B2600: pg=737 mem=140(h=140,m=0) io=111 l0=486 | 0.6ms avg=0.7ms +B2700: pg=734 mem=136(h=136,m=0) io=88 l0=510 | 0.4ms avg=0.7ms +B2800: pg=739 mem=139(h=139,m=0) io=129 l0=471 | 0.7ms avg=0.7ms +B2900: pg=686 mem=137(h=137,m=0) io=99 l0=450 | 0.5ms avg=0.7ms +B3000: pg=689 mem=143(h=143,m=0) io=70 l0=476 | 0.4ms avg=0.7ms +B3100: pg=660 mem=138(h=138,m=0) io=103 l0=419 | 0.5ms avg=0.7ms +B3200: pg=753 mem=144(h=144,m=0) io=108 l0=501 | 0.6ms avg=0.7ms +B3300: pg=710 mem=142(h=142,m=0) io=114 l0=454 | 0.6ms avg=0.7ms +B3400: pg=711 mem=137(h=137,m=0) io=129 l0=445 | 0.7ms avg=0.7ms +B3500: pg=733 mem=140(h=140,m=0) io=117 l0=476 | 0.6ms avg=0.7ms +B3600: pg=693 mem=141(h=141,m=0) io=97 l0=455 | 0.5ms avg=0.7ms +B3700: pg=704 mem=142(h=142,m=0) io=99 l0=463 | 0.5ms avg=0.7ms +B3800: pg=741 mem=146(h=146,m=0) io=130 l0=465 | 0.7ms avg=0.7ms +B3900: pg=723 mem=144(h=144,m=0) io=107 l0=472 | 0.6ms avg=0.7ms +B4000: pg=695 mem=140(h=140,m=0) io=98 l0=457 | 0.5ms avg=0.7ms +B4100: pg=722 mem=141(h=141,m=0) io=134 l0=447 | 0.7ms avg=0.7ms +B4200: pg=753 mem=139(h=139,m=0) io=134 l0=480 | 0.7ms avg=0.7ms +B4300: pg=734 mem=143(h=143,m=0) io=120 l0=471 | 0.6ms avg=0.7ms +B4400: pg=702 mem=138(h=138,m=0) io=128 l0=436 | 0.6ms avg=0.7ms +B4500: pg=728 mem=143(h=143,m=0) io=108 l0=477 | 0.6ms avg=0.7ms +B4600: pg=721 mem=132(h=132,m=0) io=127 l0=462 | 0.6ms avg=0.7ms +B4700: pg=712 mem=142(h=142,m=0) io=101 l0=469 | 0.5ms avg=0.6ms +B4800: pg=730 mem=142(h=142,m=0) io=120 l0=468 | 0.6ms avg=0.6ms +B4900: pg=806 mem=136(h=136,m=0) io=155 l0=515 | 0.8ms avg=0.6ms +B5000: pg=719 mem=140(h=140,m=0) io=107 l0=472 | 0.6ms avg=0.6ms +B5100: pg=728 mem=140(h=140,m=0) io=135 l0=453 | 0.7ms avg=0.6ms +B5200: pg=709 mem=135(h=135,m=0) io=109 l0=465 | 0.6ms avg=0.6ms +B5300: pg=802 mem=136(h=136,m=0) io=157 l0=509 | 0.8ms avg=0.6ms +B5400: pg=718 mem=146(h=146,m=0) io=114 l0=458 | 0.6ms avg=0.6ms +B5500: pg=719 mem=142(h=142,m=0) io=113 l0=464 | 0.6ms avg=0.6ms +B5600: pg=699 mem=141(h=141,m=0) io=107 l0=451 | 0.6ms avg=0.6ms +B5700: pg=733 mem=145(h=145,m=0) io=110 l0=478 | 0.6ms avg=0.6ms +B5800: pg=740 mem=143(h=143,m=0) io=126 l0=471 | 0.6ms avg=0.6ms +B5900: pg=748 mem=136(h=136,m=0) io=137 l0=475 | 0.7ms avg=0.6ms +B6000: pg=709 mem=144(h=144,m=0) io=108 l0=457 | 0.6ms avg=0.6ms +B6100: pg=780 mem=142(h=142,m=0) io=152 l0=486 | 0.8ms avg=0.6ms +B6200: pg=805 mem=135(h=135,m=0) io=168 l0=502 | 0.8ms avg=0.6ms +B6300: pg=711 mem=138(h=138,m=0) io=114 l0=459 | 0.6ms avg=0.6ms +B6400: pg=725 mem=142(h=142,m=0) io=120 l0=463 | 0.6ms avg=0.6ms +B6500: pg=727 mem=144(h=144,m=0) io=138 l0=445 | 0.7ms avg=0.6ms +B6600: pg=730 mem=134(h=134,m=0) io=141 l0=455 | 0.7ms avg=0.6ms +B6700: pg=778 mem=139(h=139,m=0) io=152 l0=487 | 0.8ms avg=0.6ms +B6800: pg=757 mem=138(h=138,m=0) io=190 l0=429 | 1.0ms avg=0.6ms +B6900: pg=760 mem=134(h=134,m=0) io=154 l0=472 | 0.8ms avg=0.6ms +B7000: pg=752 mem=142(h=142,m=0) io=146 l0=464 | 0.8ms avg=0.7ms +B7100: pg=736 mem=141(h=141,m=0) io=127 l0=468 | 0.6ms avg=0.7ms +B7200: pg=734 mem=136(h=136,m=0) io=121 l0=477 | 0.6ms avg=0.7ms +B7300: pg=734 mem=137(h=137,m=0) io=135 l0=462 | 0.7ms avg=0.7ms +B7400: pg=759 mem=142(h=142,m=0) io=146 l0=471 | 0.8ms avg=0.7ms +B7500: pg=698 mem=143(h=143,m=0) io=90 l0=465 | 0.5ms avg=0.7ms +B7600: pg=701 mem=138(h=138,m=0) io=125 l0=438 | 0.6ms avg=0.7ms +B7700: pg=773 mem=140(h=140,m=0) io=149 l0=484 | 0.8ms avg=0.7ms +B7800: pg=673 mem=136(h=136,m=0) io=105 l0=432 | 0.6ms avg=0.7ms +B7900: pg=760 mem=133(h=133,m=0) io=159 l0=468 | 0.8ms avg=0.7ms +B8000: pg=764 mem=137(h=137,m=0) io=150 l0=477 | 0.8ms avg=0.7ms +B8100: pg=717 mem=146(h=146,m=0) io=150 l0=421 | 0.8ms avg=0.7ms +B8200: pg=763 mem=141(h=141,m=0) io=151 l0=471 | 0.8ms avg=0.7ms +B8300: pg=781 mem=143(h=143,m=0) io=184 l0=454 | 0.9ms avg=0.7ms +B8400: pg=734 mem=140(h=140,m=0) io=97 l0=497 | 0.5ms avg=0.7ms +B8500: pg=771 mem=140(h=140,m=0) io=155 l0=476 | 0.8ms avg=0.7ms +B8600: pg=759 mem=139(h=139,m=0) io=143 l0=477 | 0.7ms avg=0.7ms +B8700: pg=697 mem=129(h=129,m=0) io=111 l0=457 | 0.6ms avg=0.7ms +B8800: pg=722 mem=141(h=141,m=0) io=164 l0=417 | 0.8ms avg=0.7ms +B8900: pg=704 mem=132(h=132,m=0) io=122 l0=450 | 0.6ms avg=0.7ms +B9000: pg=690 mem=139(h=139,m=0) io=112 l0=439 | 0.6ms avg=0.7ms +B9100: pg=756 mem=144(h=144,m=0) io=137 l0=475 | 0.7ms avg=0.7ms +B9200: pg=769 mem=139(h=139,m=0) io=147 l0=483 | 0.8ms avg=0.7ms +B9300: pg=741 mem=147(h=147,m=0) io=123 l0=471 | 0.6ms avg=0.7ms +B9400: pg=767 mem=143(h=143,m=0) io=153 l0=471 | 0.8ms avg=0.7ms +B9500: pg=718 mem=142(h=142,m=0) io=124 l0=452 | 0.6ms avg=0.7ms +B9600: pg=760 mem=144(h=144,m=0) io=157 l0=459 | 0.8ms avg=0.7ms +B9700: pg=770 mem=142(h=142,m=0) io=140 l0=488 | 0.7ms avg=0.7ms +B9800: pg=761 mem=144(h=144,m=0) io=168 l0=449 | 0.8ms avg=0.7ms +B9900: pg=718 mem=147(h=147,m=0) io=126 l0=445 | 0.6ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6687 ms/batch +MEM: 1419661 (hit=1413442 miss=6219 rate=99.6%) +IO: 1181742 | L0: 4551889 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run2.log b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..c737560bb11e0c892e5561f10316dc2867857a12 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=142(h=142,m=0) io=80 l0=482 | 0.4ms avg=0.8ms +B 200: pg=668 mem=152(h=152,m=0) io=73 l0=443 | 0.4ms avg=0.6ms +B 300: pg=729 mem=154(h=154,m=0) io=107 l0=468 | 0.6ms avg=0.5ms +B 400: pg=706 mem=148(h=148,m=0) io=94 l0=464 | 0.5ms avg=0.5ms +B 500: pg=751 mem=152(h=152,m=0) io=113 l0=486 | 0.6ms avg=0.5ms +B 600: pg=700 mem=151(h=151,m=0) io=112 l0=437 | 0.6ms avg=0.5ms +B 700: pg=713 mem=146(h=146,m=0) io=127 l0=440 | 0.6ms avg=0.5ms +B 800: pg=679 mem=145(h=145,m=0) io=97 l0=437 | 0.5ms avg=0.5ms +B 900: pg=669 mem=143(h=143,m=0) io=88 l0=438 | 0.4ms avg=0.5ms +B1000: pg=685 mem=146(h=146,m=0) io=98 l0=441 | 0.5ms avg=0.5ms +B1100: pg=646 mem=138(h=138,m=0) io=112 l0=396 | 0.6ms avg=0.5ms +B1200: pg=664 mem=147(h=147,m=0) io=106 l0=411 | 0.6ms avg=0.5ms +B1300: pg=700 mem=144(h=144,m=0) io=103 l0=453 | 0.5ms avg=0.5ms +B1400: pg=749 mem=140(h=140,m=0) io=116 l0=493 | 0.6ms avg=0.5ms +B1500: pg=709 mem=149(h=149,m=0) io=93 l0=467 | 0.5ms avg=0.5ms +B1600: pg=690 mem=136(h=136,m=0) io=125 l0=429 | 0.6ms avg=0.5ms +B1700: pg=701 mem=146(h=146,m=0) io=84 l0=471 | 0.4ms avg=0.5ms +B1800: pg=673 mem=145(h=145,m=0) io=101 l0=427 | 0.5ms avg=0.5ms +B1900: pg=698 mem=144(h=144,m=0) io=89 l0=465 | 0.5ms avg=0.5ms +B2000: pg=706 mem=139(h=139,m=0) io=101 l0=466 | 0.5ms avg=0.5ms +B2100: pg=708 mem=143(h=143,m=0) io=103 l0=462 | 0.5ms avg=0.5ms +B2200: pg=751 mem=150(h=150,m=0) io=123 l0=478 | 0.6ms avg=0.5ms +B2300: pg=669 mem=146(h=146,m=0) io=82 l0=441 | 0.4ms avg=0.5ms +B2400: pg=702 mem=145(h=145,m=0) io=96 l0=461 | 0.5ms avg=0.5ms +B2500: pg=683 mem=143(h=143,m=0) io=121 l0=419 | 0.6ms avg=0.5ms +B2600: pg=737 mem=150(h=150,m=0) io=107 l0=480 | 0.6ms avg=0.5ms +B2700: pg=734 mem=144(h=144,m=0) io=93 l0=497 | 0.5ms avg=0.5ms +B2800: pg=739 mem=148(h=148,m=0) io=124 l0=467 | 0.6ms avg=0.5ms +B2900: pg=686 mem=145(h=145,m=0) io=100 l0=441 | 0.5ms avg=0.5ms +B3000: pg=689 mem=152(h=152,m=0) io=69 l0=468 | 0.4ms avg=0.5ms +B3100: pg=660 mem=148(h=148,m=0) io=101 l0=411 | 0.5ms avg=0.5ms +B3200: pg=753 mem=150(h=150,m=0) io=105 l0=498 | 0.6ms avg=0.5ms +B3300: pg=710 mem=151(h=151,m=0) io=115 l0=444 | 0.6ms avg=0.5ms +B3400: pg=711 mem=146(h=146,m=0) io=132 l0=433 | 0.7ms avg=0.5ms +B3500: pg=733 mem=153(h=153,m=0) io=117 l0=463 | 0.6ms avg=0.5ms +B3600: pg=693 mem=151(h=151,m=0) io=94 l0=448 | 0.5ms avg=0.5ms +B3700: pg=704 mem=151(h=151,m=0) io=99 l0=454 | 0.5ms avg=0.5ms +B3800: pg=741 mem=155(h=155,m=0) io=139 l0=447 | 0.7ms avg=0.5ms +B3900: pg=723 mem=155(h=155,m=0) io=112 l0=456 | 0.6ms avg=0.5ms +B4000: pg=695 mem=150(h=150,m=0) io=105 l0=440 | 0.6ms avg=0.5ms +B4100: pg=722 mem=148(h=148,m=0) io=129 l0=445 | 0.7ms avg=0.5ms +B4200: pg=753 mem=149(h=149,m=0) io=134 l0=470 | 0.7ms avg=0.5ms +B4300: pg=734 mem=150(h=150,m=0) io=112 l0=472 | 0.6ms avg=0.5ms +B4400: pg=702 mem=145(h=145,m=0) io=131 l0=426 | 0.7ms avg=0.5ms +B4500: pg=728 mem=153(h=153,m=0) io=114 l0=461 | 0.6ms avg=0.5ms +B4600: pg=721 mem=140(h=140,m=0) io=130 l0=451 | 0.7ms avg=0.5ms +B4700: pg=712 mem=151(h=151,m=0) io=98 l0=463 | 0.5ms avg=0.5ms +B4800: pg=730 mem=147(h=147,m=0) io=121 l0=462 | 0.6ms avg=0.5ms +B4900: pg=806 mem=146(h=146,m=0) io=158 l0=502 | 0.8ms avg=0.5ms +B5000: pg=719 mem=150(h=150,m=0) io=107 l0=462 | 0.6ms avg=0.5ms +B5100: pg=728 mem=147(h=147,m=0) io=135 l0=446 | 0.7ms avg=0.5ms +B5200: pg=709 mem=140(h=140,m=0) io=113 l0=456 | 0.6ms avg=0.5ms +B5300: pg=802 mem=145(h=145,m=0) io=155 l0=502 | 0.8ms avg=0.5ms +B5400: pg=718 mem=154(h=154,m=0) io=114 l0=450 | 0.6ms avg=0.5ms +B5500: pg=719 mem=153(h=153,m=0) io=119 l0=447 | 0.6ms avg=0.5ms +B5600: pg=699 mem=150(h=150,m=0) io=110 l0=439 | 0.6ms avg=0.5ms +B5700: pg=733 mem=156(h=156,m=0) io=107 l0=470 | 0.6ms avg=0.5ms +B5800: pg=740 mem=155(h=155,m=0) io=125 l0=460 | 0.6ms avg=0.5ms +B5900: pg=748 mem=144(h=144,m=0) io=131 l0=473 | 0.7ms avg=0.5ms +B6000: pg=709 mem=154(h=154,m=0) io=112 l0=443 | 0.6ms avg=0.6ms +B6100: pg=780 mem=149(h=149,m=0) io=154 l0=477 | 0.8ms avg=0.6ms +B6200: pg=805 mem=145(h=145,m=0) io=164 l0=496 | 0.8ms avg=0.6ms +B6300: pg=711 mem=147(h=147,m=0) io=119 l0=445 | 0.6ms avg=0.6ms +B6400: pg=725 mem=150(h=150,m=0) io=118 l0=457 | 0.6ms avg=0.6ms +B6500: pg=727 mem=150(h=150,m=0) io=140 l0=437 | 0.7ms avg=0.6ms +B6600: pg=730 mem=145(h=145,m=0) io=141 l0=444 | 0.7ms avg=0.6ms +B6700: pg=778 mem=148(h=148,m=0) io=152 l0=478 | 0.8ms avg=0.6ms +B6800: pg=757 mem=146(h=146,m=0) io=190 l0=421 | 1.0ms avg=0.6ms +B6900: pg=760 mem=144(h=144,m=0) io=157 l0=459 | 0.8ms avg=0.6ms +B7000: pg=752 mem=151(h=151,m=0) io=138 l0=463 | 0.7ms avg=0.6ms +B7100: pg=736 mem=154(h=154,m=0) io=128 l0=454 | 0.6ms avg=0.6ms +B7200: pg=734 mem=145(h=145,m=0) io=124 l0=465 | 0.6ms avg=0.6ms +B7300: pg=734 mem=145(h=145,m=0) io=130 l0=459 | 0.7ms avg=0.6ms +B7400: pg=759 mem=151(h=151,m=0) io=145 l0=463 | 0.8ms avg=0.6ms +B7500: pg=698 mem=152(h=152,m=0) io=87 l0=459 | 0.4ms avg=0.6ms +B7600: pg=701 mem=148(h=148,m=0) io=124 l0=429 | 0.6ms avg=0.6ms +B7700: pg=773 mem=147(h=147,m=0) io=149 l0=477 | 0.8ms avg=0.6ms +B7800: pg=673 mem=145(h=145,m=0) io=102 l0=426 | 0.5ms avg=0.6ms +B7900: pg=760 mem=142(h=142,m=0) io=153 l0=465 | 0.8ms avg=0.6ms +B8000: pg=764 mem=148(h=148,m=0) io=154 l0=462 | 0.8ms avg=0.6ms +B8100: pg=717 mem=159(h=159,m=0) io=153 l0=405 | 0.8ms avg=0.6ms +B8200: pg=763 mem=152(h=152,m=0) io=159 l0=452 | 0.8ms avg=0.6ms +B8300: pg=781 mem=154(h=154,m=0) io=182 l0=445 | 0.9ms avg=0.6ms +B8400: pg=734 mem=149(h=149,m=0) io=94 l0=491 | 0.5ms avg=0.6ms +B8500: pg=771 mem=149(h=149,m=0) io=156 l0=466 | 0.8ms avg=0.6ms +B8600: pg=759 mem=146(h=146,m=0) io=144 l0=469 | 0.7ms avg=0.6ms +B8700: pg=697 mem=135(h=135,m=0) io=115 l0=447 | 0.6ms avg=0.6ms +B8800: pg=722 mem=149(h=149,m=0) io=169 l0=404 | 0.9ms avg=0.6ms +B8900: pg=704 mem=143(h=143,m=0) io=126 l0=435 | 0.6ms avg=0.6ms +B9000: pg=690 mem=148(h=148,m=0) io=109 l0=433 | 0.6ms avg=0.6ms +B9100: pg=756 mem=154(h=154,m=0) io=136 l0=466 | 0.7ms avg=0.6ms +B9200: pg=769 mem=148(h=148,m=0) io=147 l0=474 | 0.8ms avg=0.6ms +B9300: pg=741 mem=156(h=156,m=0) io=120 l0=465 | 0.6ms avg=0.6ms +B9400: pg=767 mem=153(h=153,m=0) io=154 l0=460 | 0.8ms avg=0.6ms +B9500: pg=718 mem=151(h=151,m=0) io=129 l0=438 | 0.7ms avg=0.6ms +B9600: pg=760 mem=154(h=154,m=0) io=149 l0=457 | 0.8ms avg=0.6ms +B9700: pg=770 mem=150(h=150,m=0) io=136 l0=484 | 0.7ms avg=0.6ms +B9800: pg=761 mem=155(h=155,m=0) io=165 l0=441 | 0.8ms avg=0.6ms +B9900: pg=718 mem=156(h=156,m=0) io=130 l0=432 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6113 ms/batch +MEM: 1507731 (hit=1507180 miss=551 rate=100.0%) +IO: 1179471 | L0: 4466090 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run3.log b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..f07bd3621781612b03de718447bc8a95d2d20c37 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w50/criteo_kaggle_a0.05_w50_20260501_022315_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=454,m=37) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=143(h=143,m=0) io=83 l0=478 | 0.4ms avg=0.8ms +B 200: pg=668 mem=153(h=153,m=0) io=76 l0=439 | 0.4ms avg=0.6ms +B 300: pg=729 mem=155(h=155,m=0) io=110 l0=464 | 0.6ms avg=0.5ms +B 400: pg=706 mem=149(h=149,m=0) io=93 l0=464 | 0.5ms avg=0.5ms +B 500: pg=751 mem=153(h=153,m=0) io=119 l0=479 | 0.6ms avg=0.5ms +B 600: pg=700 mem=152(h=152,m=0) io=112 l0=436 | 0.6ms avg=0.5ms +B 700: pg=713 mem=147(h=147,m=0) io=124 l0=442 | 0.6ms avg=0.5ms +B 800: pg=679 mem=146(h=146,m=0) io=95 l0=438 | 0.5ms avg=0.5ms +B 900: pg=669 mem=144(h=144,m=0) io=86 l0=439 | 0.4ms avg=0.5ms +B1000: pg=685 mem=147(h=147,m=0) io=98 l0=440 | 0.5ms avg=0.5ms +B1100: pg=646 mem=139(h=139,m=0) io=114 l0=393 | 0.6ms avg=0.5ms +B1200: pg=664 mem=148(h=148,m=0) io=100 l0=416 | 0.5ms avg=0.5ms +B1300: pg=700 mem=145(h=145,m=0) io=98 l0=457 | 0.5ms avg=0.5ms +B1400: pg=749 mem=141(h=141,m=0) io=121 l0=487 | 0.6ms avg=0.5ms +B1500: pg=709 mem=150(h=150,m=0) io=99 l0=460 | 0.5ms avg=0.5ms +B1600: pg=690 mem=136(h=136,m=0) io=123 l0=431 | 0.6ms avg=0.5ms +B1700: pg=701 mem=147(h=147,m=0) io=82 l0=472 | 0.4ms avg=0.5ms +B1800: pg=673 mem=145(h=145,m=0) io=104 l0=424 | 0.5ms avg=0.5ms +B1900: pg=698 mem=145(h=145,m=0) io=84 l0=469 | 0.4ms avg=0.5ms +B2000: pg=706 mem=140(h=140,m=0) io=98 l0=468 | 0.5ms avg=0.5ms +B2100: pg=708 mem=144(h=144,m=0) io=100 l0=464 | 0.5ms avg=0.5ms +B2200: pg=751 mem=151(h=151,m=0) io=124 l0=476 | 0.6ms avg=0.5ms +B2300: pg=669 mem=147(h=147,m=0) io=77 l0=445 | 0.4ms avg=0.5ms +B2400: pg=702 mem=146(h=146,m=0) io=97 l0=459 | 0.5ms avg=0.5ms +B2500: pg=683 mem=144(h=144,m=0) io=119 l0=420 | 0.6ms avg=0.5ms +B2600: pg=737 mem=151(h=151,m=0) io=107 l0=479 | 0.6ms avg=0.5ms +B2700: pg=734 mem=145(h=145,m=0) io=90 l0=499 | 0.5ms avg=0.5ms +B2800: pg=739 mem=149(h=149,m=0) io=129 l0=461 | 0.7ms avg=0.5ms +B2900: pg=686 mem=146(h=146,m=0) io=100 l0=440 | 0.5ms avg=0.5ms +B3000: pg=689 mem=152(h=152,m=0) io=66 l0=471 | 0.4ms avg=0.5ms +B3100: pg=660 mem=149(h=149,m=0) io=97 l0=414 | 0.5ms avg=0.5ms +B3200: pg=753 mem=151(h=151,m=0) io=103 l0=499 | 0.5ms avg=0.5ms +B3300: pg=710 mem=152(h=152,m=0) io=117 l0=441 | 0.6ms avg=0.5ms +B3400: pg=711 mem=146(h=146,m=0) io=128 l0=437 | 0.6ms avg=0.5ms +B3500: pg=733 mem=154(h=154,m=0) io=115 l0=464 | 0.6ms avg=0.5ms +B3600: pg=693 mem=152(h=152,m=0) io=87 l0=454 | 0.4ms avg=0.5ms +B3700: pg=704 mem=151(h=151,m=0) io=96 l0=457 | 0.5ms avg=0.5ms +B3800: pg=741 mem=156(h=156,m=0) io=135 l0=450 | 0.7ms avg=0.5ms +B3900: pg=723 mem=156(h=156,m=0) io=112 l0=455 | 0.6ms avg=0.5ms +B4000: pg=695 mem=151(h=151,m=0) io=101 l0=443 | 0.5ms avg=0.5ms +B4100: pg=722 mem=149(h=149,m=0) io=136 l0=437 | 0.7ms avg=0.5ms +B4200: pg=753 mem=149(h=149,m=0) io=134 l0=470 | 0.7ms avg=0.5ms +B4300: pg=734 mem=151(h=151,m=0) io=118 l0=465 | 0.6ms avg=0.5ms +B4400: pg=702 mem=145(h=145,m=0) io=135 l0=422 | 0.7ms avg=0.5ms +B4500: pg=728 mem=153(h=153,m=0) io=112 l0=463 | 0.6ms avg=0.5ms +B4600: pg=721 mem=141(h=141,m=0) io=127 l0=453 | 0.6ms avg=0.5ms +B4700: pg=712 mem=152(h=152,m=0) io=100 l0=460 | 0.5ms avg=0.5ms +B4800: pg=730 mem=148(h=148,m=0) io=120 l0=462 | 0.6ms avg=0.5ms +B4900: pg=806 mem=147(h=147,m=0) io=162 l0=497 | 0.8ms avg=0.5ms +B5000: pg=719 mem=151(h=151,m=0) io=111 l0=457 | 0.6ms avg=0.5ms +B5100: pg=728 mem=147(h=147,m=0) io=133 l0=448 | 0.7ms avg=0.5ms +B5200: pg=709 mem=141(h=141,m=0) io=106 l0=462 | 0.6ms avg=0.5ms +B5300: pg=802 mem=146(h=146,m=0) io=160 l0=496 | 0.8ms avg=0.5ms +B5400: pg=718 mem=154(h=154,m=0) io=118 l0=446 | 0.6ms avg=0.5ms +B5500: pg=719 mem=154(h=154,m=0) io=116 l0=449 | 0.6ms avg=0.5ms +B5600: pg=699 mem=151(h=151,m=0) io=113 l0=435 | 0.6ms avg=0.5ms +B5700: pg=733 mem=157(h=157,m=0) io=102 l0=474 | 0.5ms avg=0.5ms +B5800: pg=740 mem=156(h=156,m=0) io=125 l0=459 | 0.6ms avg=0.5ms +B5900: pg=748 mem=145(h=145,m=0) io=134 l0=469 | 0.7ms avg=0.5ms +B6000: pg=709 mem=155(h=155,m=0) io=118 l0=436 | 0.6ms avg=0.6ms +B6100: pg=780 mem=149(h=149,m=0) io=155 l0=476 | 0.8ms avg=0.6ms +B6200: pg=805 mem=146(h=146,m=0) io=163 l0=496 | 0.8ms avg=0.6ms +B6300: pg=711 mem=148(h=148,m=0) io=120 l0=443 | 0.6ms avg=0.6ms +B6400: pg=725 mem=151(h=151,m=0) io=114 l0=460 | 0.6ms avg=0.6ms +B6500: pg=727 mem=151(h=151,m=0) io=136 l0=440 | 0.7ms avg=0.6ms +B6600: pg=730 mem=145(h=145,m=0) io=140 l0=445 | 0.7ms avg=0.6ms +B6700: pg=778 mem=149(h=149,m=0) io=152 l0=477 | 0.8ms avg=0.6ms +B6800: pg=757 mem=147(h=147,m=0) io=185 l0=425 | 1.0ms avg=0.6ms +B6900: pg=760 mem=144(h=144,m=0) io=152 l0=464 | 0.8ms avg=0.6ms +B7000: pg=752 mem=152(h=152,m=0) io=141 l0=459 | 0.7ms avg=0.6ms +B7100: pg=736 mem=155(h=155,m=0) io=124 l0=457 | 0.6ms avg=0.6ms +B7200: pg=734 mem=146(h=146,m=0) io=117 l0=471 | 0.6ms avg=0.6ms +B7300: pg=734 mem=146(h=146,m=0) io=129 l0=459 | 0.7ms avg=0.6ms +B7400: pg=759 mem=151(h=151,m=0) io=143 l0=465 | 0.7ms avg=0.6ms +B7500: pg=698 mem=153(h=153,m=0) io=90 l0=455 | 0.5ms avg=0.6ms +B7600: pg=701 mem=149(h=149,m=0) io=121 l0=431 | 0.6ms avg=0.6ms +B7700: pg=773 mem=148(h=148,m=0) io=144 l0=481 | 0.7ms avg=0.6ms +B7800: pg=673 mem=146(h=146,m=0) io=106 l0=421 | 0.6ms avg=0.6ms +B7900: pg=760 mem=143(h=143,m=0) io=157 l0=460 | 0.8ms avg=0.6ms +B8000: pg=764 mem=149(h=149,m=0) io=157 l0=458 | 0.8ms avg=0.6ms +B8100: pg=717 mem=160(h=160,m=0) io=147 l0=410 | 0.8ms avg=0.6ms +B8200: pg=763 mem=153(h=153,m=0) io=159 l0=451 | 0.8ms avg=0.6ms +B8300: pg=781 mem=155(h=155,m=0) io=184 l0=442 | 0.9ms avg=0.6ms +B8400: pg=734 mem=150(h=150,m=0) io=98 l0=486 | 0.5ms avg=0.6ms +B8500: pg=771 mem=150(h=150,m=0) io=159 l0=462 | 0.8ms avg=0.6ms +B8600: pg=759 mem=147(h=147,m=0) io=140 l0=472 | 0.7ms avg=0.6ms +B8700: pg=697 mem=136(h=136,m=0) io=116 l0=445 | 0.6ms avg=0.6ms +B8800: pg=722 mem=150(h=150,m=0) io=170 l0=402 | 0.9ms avg=0.6ms +B8900: pg=704 mem=144(h=144,m=0) io=123 l0=437 | 0.6ms avg=0.6ms +B9000: pg=690 mem=149(h=149,m=0) io=110 l0=431 | 0.6ms avg=0.6ms +B9100: pg=756 mem=155(h=155,m=0) io=131 l0=470 | 0.7ms avg=0.6ms +B9200: pg=769 mem=149(h=149,m=0) io=143 l0=477 | 0.7ms avg=0.6ms +B9300: pg=741 mem=156(h=156,m=0) io=121 l0=464 | 0.6ms avg=0.6ms +B9400: pg=767 mem=154(h=154,m=0) io=150 l0=463 | 0.8ms avg=0.6ms +B9500: pg=718 mem=152(h=152,m=0) io=129 l0=437 | 0.7ms avg=0.6ms +B9600: pg=760 mem=154(h=154,m=0) io=146 l0=460 | 0.8ms avg=0.6ms +B9700: pg=770 mem=151(h=151,m=0) io=137 l0=482 | 0.7ms avg=0.6ms +B9800: pg=761 mem=156(h=156,m=0) io=169 l0=436 | 0.9ms avg=0.6ms +B9900: pg=718 mem=157(h=157,m=0) io=125 l0=436 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6112 ms/batch +MEM: 1516048 (hit=1515494 miss=554 rate=100.0%) +IO: 1178920 | L0: 4458324 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419.csv b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419.csv new file mode 100644 index 0000000000000000000000000000000000000000..3622aef751a282d596340499249e51ecfca9f2aa --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6792,99.7,4893844,1009162,1250286,10000,0.05,500,252,6451 +2,0.6157,99.8,4894430,1009473,1249389,10000,0.05,500,252,6451 +3,0.6159,99.8,4871046,1009515,1272731,10000,0.05,500,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run1.log b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..59c09da79ee4db4173667aa21ffcbbfa0b012fd6 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=668(h=624,m=44) io=0 l0=0 | 4.3ms avg=1.4ms +B 300: pg=729 mem=729(h=673,m=56) io=0 l0=0 | 5.4ms avg=2.4ms +B 400: pg=706 mem=706(h=659,m=47) io=0 l0=0 | 4.6ms avg=2.9ms +B 500: pg=751 mem=500(h=498,m=2) io=251 l0=0 | 1.3ms avg=3.2ms +B 600: pg=700 mem=485(h=485,m=0) io=104 l0=111 | 0.5ms avg=2.7ms +B 700: pg=713 mem=450(h=450,m=0) io=101 l0=162 | 0.5ms avg=2.4ms +B 800: pg=679 mem=451(h=451,m=0) io=86 l0=142 | 0.4ms avg=2.2ms +B 900: pg=669 mem=458(h=458,m=0) io=78 l0=133 | 0.4ms avg=2.0ms +B1000: pg=685 mem=472(h=472,m=0) io=95 l0=118 | 0.5ms avg=1.8ms +B1100: pg=646 mem=428(h=428,m=0) io=102 l0=116 | 0.5ms avg=1.7ms +B1200: pg=664 mem=454(h=454,m=0) io=93 l0=117 | 0.5ms avg=1.6ms +B1300: pg=700 mem=485(h=485,m=0) io=87 l0=128 | 0.4ms avg=1.5ms +B1400: pg=749 mem=491(h=491,m=0) io=98 l0=160 | 0.5ms avg=1.4ms +B1500: pg=709 mem=487(h=487,m=0) io=80 l0=142 | 0.4ms avg=1.3ms +B1600: pg=690 mem=456(h=456,m=0) io=104 l0=130 | 0.5ms avg=1.3ms +B1700: pg=701 mem=497(h=497,m=0) io=69 l0=135 | 0.4ms avg=1.2ms +B1800: pg=673 mem=470(h=470,m=0) io=89 l0=114 | 0.5ms avg=1.2ms +B1900: pg=698 mem=496(h=496,m=0) io=66 l0=136 | 0.4ms avg=1.2ms +B2000: pg=706 mem=474(h=474,m=0) io=85 l0=147 | 0.4ms avg=1.1ms +B2100: pg=708 mem=486(h=486,m=0) io=88 l0=134 | 0.4ms avg=1.1ms +B2200: pg=751 mem=482(h=482,m=0) io=102 l0=167 | 0.5ms avg=1.1ms +B2300: pg=669 mem=492(h=492,m=0) io=67 l0=110 | 0.4ms avg=1.0ms +B2400: pg=702 mem=461(h=461,m=0) io=81 l0=160 | 0.4ms avg=1.0ms +B2500: pg=683 mem=464(h=464,m=0) io=100 l0=119 | 0.5ms avg=1.0ms +B2600: pg=737 mem=505(h=505,m=0) io=93 l0=139 | 0.5ms avg=1.0ms +B2700: pg=734 mem=532(h=532,m=0) io=77 l0=125 | 0.4ms avg=0.9ms +B2800: pg=739 mem=492(h=492,m=0) io=112 l0=135 | 0.6ms avg=0.9ms +B2900: pg=686 mem=472(h=472,m=0) io=82 l0=132 | 0.4ms avg=0.9ms +B3000: pg=689 mem=492(h=492,m=0) io=49 l0=148 | 0.3ms avg=0.9ms +B3100: pg=660 mem=443(h=443,m=0) io=88 l0=129 | 0.4ms avg=0.9ms +B3200: pg=753 mem=509(h=509,m=0) io=94 l0=150 | 0.5ms avg=0.9ms +B3300: pg=710 mem=481(h=481,m=0) io=99 l0=130 | 0.5ms avg=0.9ms +B3400: pg=711 mem=463(h=463,m=0) io=109 l0=139 | 0.6ms avg=0.8ms +B3500: pg=733 mem=501(h=501,m=0) io=106 l0=126 | 0.6ms avg=0.8ms +B3600: pg=693 mem=477(h=477,m=0) io=79 l0=137 | 0.4ms avg=0.8ms +B3700: pg=704 mem=486(h=486,m=0) io=85 l0=133 | 0.4ms avg=0.8ms +B3800: pg=741 mem=496(h=496,m=0) io=128 l0=117 | 0.6ms avg=0.8ms +B3900: pg=723 mem=493(h=493,m=0) io=97 l0=133 | 0.5ms avg=0.8ms +B4000: pg=695 mem=474(h=474,m=0) io=86 l0=135 | 0.4ms avg=0.8ms +B4100: pg=722 mem=474(h=474,m=0) io=119 l0=129 | 0.6ms avg=0.8ms +B4200: pg=753 mem=479(h=479,m=0) io=111 l0=163 | 0.6ms avg=0.8ms +B4300: pg=734 mem=497(h=497,m=0) io=103 l0=134 | 0.5ms avg=0.8ms +B4400: pg=702 mem=470(h=470,m=0) io=118 l0=114 | 0.6ms avg=0.8ms +B4500: pg=728 mem=506(h=506,m=0) io=98 l0=124 | 0.5ms avg=0.8ms +B4600: pg=721 mem=491(h=491,m=0) io=116 l0=114 | 0.6ms avg=0.8ms +B4700: pg=712 mem=470(h=470,m=0) io=91 l0=151 | 0.5ms avg=0.8ms +B4800: pg=730 mem=493(h=493,m=0) io=108 l0=129 | 0.6ms avg=0.7ms +B4900: pg=806 mem=502(h=502,m=0) io=142 l0=162 | 0.7ms avg=0.7ms +B5000: pg=719 mem=495(h=495,m=0) io=86 l0=138 | 0.4ms avg=0.7ms +B5100: pg=728 mem=482(h=482,m=0) io=122 l0=124 | 0.6ms avg=0.7ms +B5200: pg=709 mem=471(h=471,m=0) io=99 l0=139 | 0.5ms avg=0.7ms +B5300: pg=802 mem=506(h=506,m=0) io=141 l0=155 | 0.7ms avg=0.7ms +B5400: pg=718 mem=479(h=479,m=0) io=108 l0=131 | 0.6ms avg=0.7ms +B5500: pg=719 mem=484(h=484,m=0) io=104 l0=131 | 0.5ms avg=0.7ms +B5600: pg=699 mem=470(h=470,m=0) io=99 l0=130 | 0.5ms avg=0.7ms +B5700: pg=733 mem=503(h=503,m=0) io=95 l0=135 | 0.5ms avg=0.7ms +B5800: pg=740 mem=513(h=513,m=0) io=111 l0=116 | 0.6ms avg=0.7ms +B5900: pg=748 mem=482(h=482,m=0) io=125 l0=141 | 0.6ms avg=0.7ms +B6000: pg=709 mem=466(h=466,m=0) io=101 l0=142 | 0.5ms avg=0.7ms +B6100: pg=780 mem=493(h=493,m=0) io=139 l0=148 | 0.7ms avg=0.7ms +B6200: pg=805 mem=514(h=514,m=0) io=148 l0=143 | 0.8ms avg=0.7ms +B6300: pg=711 mem=476(h=476,m=0) io=102 l0=133 | 0.5ms avg=0.7ms +B6400: pg=725 mem=494(h=494,m=0) io=108 l0=123 | 0.6ms avg=0.7ms +B6500: pg=727 mem=485(h=485,m=0) io=120 l0=122 | 0.6ms avg=0.7ms +B6600: pg=730 mem=472(h=472,m=0) io=119 l0=139 | 0.6ms avg=0.7ms +B6700: pg=778 mem=498(h=498,m=0) io=133 l0=147 | 0.7ms avg=0.7ms +B6800: pg=757 mem=458(h=458,m=0) io=167 l0=132 | 0.8ms avg=0.7ms +B6900: pg=760 mem=478(h=478,m=0) io=139 l0=143 | 0.7ms avg=0.7ms +B7000: pg=752 mem=499(h=499,m=0) io=120 l0=133 | 0.6ms avg=0.7ms +B7100: pg=736 mem=487(h=487,m=0) io=116 l0=133 | 0.6ms avg=0.7ms +B7200: pg=734 mem=493(h=493,m=0) io=106 l0=135 | 0.6ms avg=0.7ms +B7300: pg=734 mem=486(h=486,m=0) io=122 l0=126 | 0.6ms avg=0.7ms +B7400: pg=759 mem=505(h=505,m=0) io=128 l0=126 | 0.6ms avg=0.7ms +B7500: pg=698 mem=487(h=487,m=0) io=72 l0=139 | 0.4ms avg=0.7ms +B7600: pg=701 mem=477(h=477,m=0) io=112 l0=112 | 0.6ms avg=0.7ms +B7700: pg=773 mem=512(h=512,m=0) io=120 l0=141 | 0.6ms avg=0.7ms +B7800: pg=673 mem=473(h=473,m=0) io=96 l0=104 | 0.5ms avg=0.7ms +B7900: pg=760 mem=477(h=477,m=0) io=136 l0=147 | 0.7ms avg=0.7ms +B8000: pg=764 mem=487(h=487,m=0) io=136 l0=141 | 0.7ms avg=0.7ms +B8100: pg=717 mem=469(h=468,m=1) io=135 l0=113 | 0.7ms avg=0.7ms +B8200: pg=763 mem=487(h=487,m=0) io=139 l0=137 | 0.7ms avg=0.7ms +B8300: pg=781 mem=487(h=487,m=0) io=171 l0=123 | 0.9ms avg=0.7ms +B8400: pg=734 mem=539(h=539,m=0) io=89 l0=106 | 0.5ms avg=0.7ms +B8500: pg=771 mem=511(h=511,m=0) io=146 l0=114 | 0.8ms avg=0.7ms +B8600: pg=759 mem=505(h=505,m=0) io=130 l0=124 | 0.7ms avg=0.7ms +B8700: pg=697 mem=470(h=470,m=0) io=98 l0=129 | 0.5ms avg=0.7ms +B8800: pg=722 mem=444(h=444,m=0) io=154 l0=124 | 0.8ms avg=0.7ms +B8900: pg=704 mem=467(h=466,m=1) io=105 l0=132 | 0.6ms avg=0.7ms +B9000: pg=690 mem=465(h=465,m=0) io=94 l0=131 | 0.5ms avg=0.7ms +B9100: pg=756 mem=508(h=508,m=0) io=119 l0=129 | 0.6ms avg=0.7ms +B9200: pg=769 mem=500(h=500,m=0) io=125 l0=144 | 0.6ms avg=0.7ms +B9300: pg=741 mem=505(h=505,m=0) io=111 l0=125 | 0.6ms avg=0.7ms +B9400: pg=767 mem=490(h=490,m=0) io=134 l0=143 | 0.7ms avg=0.7ms +B9500: pg=718 mem=463(h=463,m=0) io=114 l0=141 | 0.6ms avg=0.7ms +B9600: pg=760 mem=502(h=502,m=0) io=139 l0=119 | 0.7ms avg=0.7ms +B9700: pg=770 mem=514(h=514,m=0) io=130 l0=126 | 0.7ms avg=0.7ms +B9800: pg=761 mem=476(h=476,m=0) io=136 l0=149 | 0.7ms avg=0.7ms +B9900: pg=718 mem=474(h=474,m=0) io=109 l0=135 | 0.6ms avg=0.7ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6792 ms/batch +MEM: 4893844 (hit=4877450 miss=16394 rate=99.7%) +IO: 1009162 | L0: 1250286 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run2.log b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..f5c3c6ab356c81fb9152b5119e7a06eb1ca72a57 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.7ms avg=1.5ms +B 200: pg=668 mem=668(h=649,m=19) io=0 l0=0 | 1.8ms avg=1.6ms +B 300: pg=729 mem=729(h=703,m=26) io=0 l0=0 | 2.5ms avg=1.7ms +B 400: pg=706 mem=706(h=684,m=22) io=0 l0=0 | 2.1ms avg=1.8ms +B 500: pg=751 mem=500(h=497,m=3) io=251 l0=0 | 1.3ms avg=1.9ms +B 600: pg=700 mem=485(h=485,m=0) io=107 l0=108 | 0.6ms avg=1.7ms +B 700: pg=713 mem=450(h=450,m=0) io=97 l0=166 | 0.5ms avg=1.5ms +B 800: pg=679 mem=451(h=451,m=0) io=88 l0=140 | 0.4ms avg=1.4ms +B 900: pg=669 mem=458(h=458,m=0) io=78 l0=133 | 0.4ms avg=1.3ms +B1000: pg=685 mem=472(h=472,m=0) io=95 l0=118 | 0.5ms avg=1.2ms +B1100: pg=646 mem=429(h=429,m=0) io=100 l0=117 | 0.5ms avg=1.1ms +B1200: pg=664 mem=454(h=454,m=0) io=89 l0=121 | 0.5ms avg=1.1ms +B1300: pg=700 mem=485(h=485,m=0) io=85 l0=130 | 0.4ms avg=1.0ms +B1400: pg=749 mem=492(h=492,m=0) io=102 l0=155 | 0.5ms avg=1.0ms +B1500: pg=709 mem=487(h=487,m=0) io=84 l0=138 | 0.4ms avg=0.9ms +B1600: pg=690 mem=457(h=457,m=0) io=106 l0=127 | 0.6ms avg=0.9ms +B1700: pg=701 mem=497(h=497,m=0) io=74 l0=130 | 0.4ms avg=0.9ms +B1800: pg=673 mem=470(h=470,m=0) io=90 l0=113 | 0.5ms avg=0.8ms +B1900: pg=698 mem=496(h=496,m=0) io=74 l0=128 | 0.4ms avg=0.8ms +B2000: pg=706 mem=474(h=474,m=0) io=86 l0=146 | 0.4ms avg=0.8ms +B2100: pg=708 mem=485(h=485,m=0) io=82 l0=141 | 0.4ms avg=0.8ms +B2200: pg=751 mem=482(h=482,m=0) io=98 l0=171 | 0.5ms avg=0.8ms +B2300: pg=669 mem=492(h=492,m=0) io=63 l0=114 | 0.3ms avg=0.8ms +B2400: pg=702 mem=461(h=461,m=0) io=81 l0=160 | 0.4ms avg=0.7ms +B2500: pg=683 mem=464(h=464,m=0) io=102 l0=117 | 0.5ms avg=0.7ms +B2600: pg=737 mem=505(h=505,m=0) io=94 l0=138 | 0.5ms avg=0.7ms +B2700: pg=734 mem=532(h=532,m=0) io=77 l0=125 | 0.4ms avg=0.7ms +B2800: pg=739 mem=493(h=493,m=0) io=106 l0=140 | 0.6ms avg=0.7ms +B2900: pg=686 mem=472(h=472,m=0) io=84 l0=130 | 0.4ms avg=0.7ms +B3000: pg=689 mem=492(h=492,m=0) io=50 l0=147 | 0.3ms avg=0.7ms +B3100: pg=660 mem=444(h=444,m=0) io=88 l0=128 | 0.4ms avg=0.7ms +B3200: pg=753 mem=509(h=509,m=0) io=97 l0=147 | 0.5ms avg=0.7ms +B3300: pg=710 mem=481(h=481,m=0) io=98 l0=131 | 0.5ms avg=0.7ms +B3400: pg=711 mem=463(h=463,m=0) io=116 l0=132 | 0.6ms avg=0.7ms +B3500: pg=733 mem=501(h=501,m=0) io=107 l0=125 | 0.6ms avg=0.7ms +B3600: pg=693 mem=476(h=476,m=0) io=77 l0=140 | 0.4ms avg=0.6ms +B3700: pg=704 mem=487(h=486,m=1) io=87 l0=130 | 0.4ms avg=0.6ms +B3800: pg=741 mem=495(h=495,m=0) io=124 l0=122 | 0.6ms avg=0.6ms +B3900: pg=723 mem=494(h=494,m=0) io=95 l0=134 | 0.5ms avg=0.6ms +B4000: pg=695 mem=474(h=474,m=0) io=88 l0=133 | 0.4ms avg=0.6ms +B4100: pg=722 mem=474(h=474,m=0) io=118 l0=130 | 0.6ms avg=0.6ms +B4200: pg=753 mem=479(h=479,m=0) io=113 l0=161 | 0.6ms avg=0.6ms +B4300: pg=734 mem=497(h=497,m=0) io=98 l0=139 | 0.5ms avg=0.6ms +B4400: pg=702 mem=470(h=469,m=1) io=122 l0=110 | 0.6ms avg=0.6ms +B4500: pg=728 mem=507(h=507,m=0) io=101 l0=120 | 0.5ms avg=0.6ms +B4600: pg=721 mem=492(h=492,m=0) io=111 l0=118 | 0.6ms avg=0.6ms +B4700: pg=712 mem=470(h=470,m=0) io=89 l0=153 | 0.5ms avg=0.6ms +B4800: pg=730 mem=493(h=493,m=0) io=107 l0=130 | 0.6ms avg=0.6ms +B4900: pg=806 mem=502(h=502,m=0) io=131 l0=173 | 0.7ms avg=0.6ms +B5000: pg=719 mem=495(h=495,m=0) io=90 l0=134 | 0.5ms avg=0.6ms +B5100: pg=728 mem=482(h=482,m=0) io=127 l0=119 | 0.6ms avg=0.6ms +B5200: pg=709 mem=471(h=471,m=0) io=101 l0=137 | 0.5ms avg=0.6ms +B5300: pg=802 mem=506(h=506,m=0) io=137 l0=159 | 0.7ms avg=0.6ms +B5400: pg=718 mem=480(h=480,m=0) io=109 l0=129 | 0.6ms avg=0.6ms +B5500: pg=719 mem=484(h=484,m=0) io=96 l0=139 | 0.5ms avg=0.6ms +B5600: pg=699 mem=470(h=470,m=0) io=106 l0=123 | 0.6ms avg=0.6ms +B5700: pg=733 mem=503(h=503,m=0) io=94 l0=136 | 0.5ms avg=0.6ms +B5800: pg=740 mem=513(h=513,m=0) io=114 l0=113 | 0.6ms avg=0.6ms +B5900: pg=748 mem=482(h=482,m=0) io=123 l0=143 | 0.6ms avg=0.6ms +B6000: pg=709 mem=466(h=466,m=0) io=96 l0=147 | 0.5ms avg=0.6ms +B6100: pg=780 mem=494(h=494,m=0) io=138 l0=148 | 0.7ms avg=0.6ms +B6200: pg=805 mem=514(h=514,m=0) io=147 l0=144 | 0.8ms avg=0.6ms +B6300: pg=711 mem=476(h=476,m=0) io=101 l0=134 | 0.5ms avg=0.6ms +B6400: pg=725 mem=494(h=494,m=0) io=103 l0=128 | 0.5ms avg=0.6ms +B6500: pg=727 mem=487(h=487,m=0) io=123 l0=117 | 0.6ms avg=0.6ms +B6600: pg=730 mem=471(h=471,m=0) io=120 l0=139 | 0.6ms avg=0.6ms +B6700: pg=778 mem=498(h=498,m=0) io=135 l0=145 | 0.7ms avg=0.6ms +B6800: pg=757 mem=459(h=459,m=0) io=164 l0=134 | 0.8ms avg=0.6ms +B6900: pg=760 mem=478(h=478,m=0) io=146 l0=136 | 0.8ms avg=0.6ms +B7000: pg=752 mem=499(h=499,m=0) io=124 l0=129 | 0.6ms avg=0.6ms +B7100: pg=736 mem=487(h=487,m=0) io=113 l0=136 | 0.6ms avg=0.6ms +B7200: pg=734 mem=492(h=492,m=0) io=94 l0=148 | 0.5ms avg=0.6ms +B7300: pg=734 mem=486(h=486,m=0) io=125 l0=123 | 0.6ms avg=0.6ms +B7400: pg=759 mem=504(h=504,m=0) io=132 l0=123 | 0.7ms avg=0.6ms +B7500: pg=698 mem=487(h=487,m=0) io=77 l0=134 | 0.4ms avg=0.6ms +B7600: pg=701 mem=478(h=478,m=0) io=110 l0=113 | 0.6ms avg=0.6ms +B7700: pg=773 mem=512(h=512,m=0) io=124 l0=137 | 0.6ms avg=0.6ms +B7800: pg=673 mem=473(h=473,m=0) io=90 l0=110 | 0.5ms avg=0.6ms +B7900: pg=760 mem=477(h=477,m=0) io=141 l0=142 | 0.7ms avg=0.6ms +B8000: pg=764 mem=487(h=487,m=0) io=139 l0=138 | 0.7ms avg=0.6ms +B8100: pg=717 mem=469(h=469,m=0) io=135 l0=113 | 0.7ms avg=0.6ms +B8200: pg=763 mem=487(h=487,m=0) io=138 l0=138 | 0.7ms avg=0.6ms +B8300: pg=781 mem=487(h=487,m=0) io=170 l0=124 | 0.9ms avg=0.6ms +B8400: pg=734 mem=539(h=539,m=0) io=87 l0=108 | 0.4ms avg=0.6ms +B8500: pg=771 mem=511(h=511,m=0) io=145 l0=115 | 0.8ms avg=0.6ms +B8600: pg=759 mem=505(h=505,m=0) io=126 l0=128 | 0.6ms avg=0.6ms +B8700: pg=697 mem=470(h=470,m=0) io=91 l0=136 | 0.5ms avg=0.6ms +B8800: pg=722 mem=444(h=444,m=0) io=154 l0=124 | 0.8ms avg=0.6ms +B8900: pg=704 mem=467(h=466,m=1) io=106 l0=131 | 0.6ms avg=0.6ms +B9000: pg=690 mem=465(h=465,m=0) io=89 l0=136 | 0.5ms avg=0.6ms +B9100: pg=756 mem=507(h=507,m=0) io=120 l0=129 | 0.6ms avg=0.6ms +B9200: pg=769 mem=499(h=499,m=0) io=126 l0=144 | 0.6ms avg=0.6ms +B9300: pg=741 mem=504(h=504,m=0) io=113 l0=124 | 0.6ms avg=0.6ms +B9400: pg=767 mem=489(h=489,m=0) io=133 l0=145 | 0.7ms avg=0.6ms +B9500: pg=718 mem=462(h=461,m=1) io=112 l0=144 | 0.6ms avg=0.6ms +B9600: pg=760 mem=501(h=501,m=0) io=141 l0=118 | 0.7ms avg=0.6ms +B9700: pg=770 mem=513(h=513,m=0) io=128 l0=129 | 0.6ms avg=0.6ms +B9800: pg=761 mem=475(h=475,m=0) io=143 l0=143 | 0.7ms avg=0.6ms +B9900: pg=718 mem=473(h=473,m=0) io=109 l0=136 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6157 ms/batch +MEM: 4894430 (hit=4884431 miss=9999 rate=99.8%) +IO: 1009473 | L0: 1249389 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run3.log b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a4f279993442429bdb05269b43887f22a92b7dd0 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.05_w500/criteo_kaggle_a0.05_w500_20260501_022419_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.4ms +B 200: pg=668 mem=668(h=649,m=19) io=0 l0=0 | 1.8ms avg=1.6ms +B 300: pg=729 mem=729(h=703,m=26) io=0 l0=0 | 2.5ms avg=1.7ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.8ms +B 500: pg=751 mem=500(h=498,m=2) io=251 l0=0 | 1.3ms avg=1.9ms +B 600: pg=700 mem=486(h=486,m=0) io=104 l0=110 | 0.5ms avg=1.7ms +B 700: pg=713 mem=449(h=449,m=0) io=98 l0=166 | 0.5ms avg=1.5ms +B 800: pg=679 mem=450(h=450,m=0) io=90 l0=139 | 0.5ms avg=1.4ms +B 900: pg=669 mem=458(h=458,m=0) io=75 l0=136 | 0.4ms avg=1.3ms +B1000: pg=685 mem=473(h=473,m=0) io=92 l0=120 | 0.5ms avg=1.2ms +B1100: pg=646 mem=428(h=428,m=0) io=104 l0=114 | 0.5ms avg=1.1ms +B1200: pg=664 mem=453(h=453,m=0) io=88 l0=123 | 0.4ms avg=1.1ms +B1300: pg=700 mem=485(h=485,m=0) io=89 l0=126 | 0.5ms avg=1.0ms +B1400: pg=749 mem=491(h=491,m=0) io=107 l0=151 | 0.6ms avg=1.0ms +B1500: pg=709 mem=487(h=487,m=0) io=85 l0=137 | 0.4ms avg=0.9ms +B1600: pg=690 mem=456(h=456,m=0) io=104 l0=130 | 0.5ms avg=0.9ms +B1700: pg=701 mem=497(h=497,m=0) io=71 l0=133 | 0.4ms avg=0.9ms +B1800: pg=673 mem=470(h=470,m=0) io=87 l0=116 | 0.4ms avg=0.8ms +B1900: pg=698 mem=496(h=496,m=0) io=69 l0=133 | 0.4ms avg=0.8ms +B2000: pg=706 mem=473(h=472,m=1) io=84 l0=149 | 0.4ms avg=0.8ms +B2100: pg=708 mem=485(h=485,m=0) io=86 l0=137 | 0.4ms avg=0.8ms +B2200: pg=751 mem=479(h=479,m=0) io=100 l0=172 | 0.5ms avg=0.8ms +B2300: pg=669 mem=491(h=490,m=1) io=61 l0=117 | 0.3ms avg=0.8ms +B2400: pg=702 mem=459(h=459,m=0) io=81 l0=162 | 0.4ms avg=0.7ms +B2500: pg=683 mem=462(h=462,m=0) io=101 l0=120 | 0.5ms avg=0.7ms +B2600: pg=737 mem=503(h=503,m=0) io=92 l0=142 | 0.5ms avg=0.7ms +B2700: pg=734 mem=530(h=530,m=0) io=77 l0=127 | 0.4ms avg=0.7ms +B2800: pg=739 mem=491(h=491,m=0) io=107 l0=141 | 0.6ms avg=0.7ms +B2900: pg=686 mem=469(h=469,m=0) io=86 l0=131 | 0.4ms avg=0.7ms +B3000: pg=689 mem=490(h=490,m=0) io=54 l0=145 | 0.3ms avg=0.7ms +B3100: pg=660 mem=442(h=442,m=0) io=87 l0=131 | 0.4ms avg=0.7ms +B3200: pg=753 mem=506(h=506,m=0) io=97 l0=150 | 0.5ms avg=0.7ms +B3300: pg=710 mem=479(h=477,m=2) io=99 l0=132 | 0.5ms avg=0.7ms +B3400: pg=711 mem=458(h=458,m=0) io=109 l0=144 | 0.6ms avg=0.7ms +B3500: pg=733 mem=496(h=496,m=0) io=108 l0=129 | 0.6ms avg=0.7ms +B3600: pg=693 mem=473(h=473,m=0) io=81 l0=139 | 0.4ms avg=0.6ms +B3700: pg=704 mem=484(h=484,m=0) io=87 l0=133 | 0.4ms avg=0.6ms +B3800: pg=741 mem=493(h=493,m=0) io=127 l0=121 | 0.6ms avg=0.6ms +B3900: pg=723 mem=491(h=491,m=0) io=97 l0=135 | 0.5ms avg=0.6ms +B4000: pg=695 mem=471(h=471,m=0) io=89 l0=135 | 0.5ms avg=0.6ms +B4100: pg=722 mem=473(h=473,m=0) io=121 l0=128 | 0.6ms avg=0.6ms +B4200: pg=753 mem=476(h=476,m=0) io=114 l0=163 | 0.6ms avg=0.6ms +B4300: pg=734 mem=494(h=494,m=0) io=101 l0=139 | 0.5ms avg=0.6ms +B4400: pg=702 mem=467(h=467,m=0) io=125 l0=110 | 0.6ms avg=0.6ms +B4500: pg=728 mem=504(h=504,m=0) io=104 l0=120 | 0.5ms avg=0.6ms +B4600: pg=721 mem=490(h=490,m=0) io=112 l0=119 | 0.6ms avg=0.6ms +B4700: pg=712 mem=466(h=466,m=0) io=89 l0=157 | 0.5ms avg=0.6ms +B4800: pg=730 mem=491(h=491,m=0) io=111 l0=128 | 0.6ms avg=0.6ms +B4900: pg=806 mem=497(h=497,m=0) io=135 l0=174 | 0.7ms avg=0.6ms +B5000: pg=719 mem=493(h=493,m=0) io=93 l0=133 | 0.5ms avg=0.6ms +B5100: pg=728 mem=480(h=480,m=0) io=121 l0=127 | 0.6ms avg=0.6ms +B5200: pg=709 mem=466(h=466,m=0) io=93 l0=150 | 0.5ms avg=0.6ms +B5300: pg=802 mem=503(h=503,m=0) io=134 l0=165 | 0.7ms avg=0.6ms +B5400: pg=718 mem=478(h=478,m=0) io=107 l0=133 | 0.6ms avg=0.6ms +B5500: pg=719 mem=480(h=480,m=0) io=94 l0=145 | 0.5ms avg=0.6ms +B5600: pg=699 mem=466(h=466,m=0) io=105 l0=128 | 0.6ms avg=0.6ms +B5700: pg=733 mem=500(h=500,m=0) io=98 l0=135 | 0.5ms avg=0.6ms +B5800: pg=740 mem=511(h=511,m=0) io=115 l0=114 | 0.6ms avg=0.6ms +B5900: pg=748 mem=478(h=478,m=0) io=122 l0=148 | 0.6ms avg=0.6ms +B6000: pg=709 mem=461(h=461,m=0) io=103 l0=145 | 0.5ms avg=0.6ms +B6100: pg=780 mem=491(h=491,m=0) io=141 l0=148 | 0.7ms avg=0.6ms +B6200: pg=805 mem=510(h=510,m=0) io=149 l0=146 | 0.8ms avg=0.6ms +B6300: pg=711 mem=472(h=472,m=0) io=98 l0=141 | 0.5ms avg=0.6ms +B6400: pg=725 mem=492(h=492,m=0) io=103 l0=130 | 0.5ms avg=0.6ms +B6500: pg=727 mem=484(h=484,m=0) io=124 l0=119 | 0.6ms avg=0.6ms +B6600: pg=730 mem=470(h=470,m=0) io=120 l0=140 | 0.6ms avg=0.6ms +B6700: pg=778 mem=494(h=494,m=0) io=134 l0=150 | 0.7ms avg=0.6ms +B6800: pg=757 mem=455(h=455,m=0) io=165 l0=137 | 0.8ms avg=0.6ms +B6900: pg=760 mem=476(h=476,m=0) io=138 l0=146 | 0.7ms avg=0.6ms +B7000: pg=752 mem=497(h=497,m=0) io=122 l0=133 | 0.6ms avg=0.6ms +B7100: pg=736 mem=485(h=485,m=0) io=113 l0=138 | 0.6ms avg=0.6ms +B7200: pg=734 mem=490(h=490,m=0) io=102 l0=142 | 0.5ms avg=0.6ms +B7300: pg=734 mem=482(h=482,m=0) io=123 l0=129 | 0.6ms avg=0.6ms +B7400: pg=759 mem=499(h=499,m=0) io=130 l0=130 | 0.7ms avg=0.6ms +B7500: pg=698 mem=484(h=484,m=0) io=74 l0=140 | 0.4ms avg=0.6ms +B7600: pg=701 mem=476(h=476,m=0) io=112 l0=113 | 0.6ms avg=0.6ms +B7700: pg=773 mem=507(h=507,m=0) io=124 l0=142 | 0.6ms avg=0.6ms +B7800: pg=673 mem=467(h=467,m=0) io=94 l0=112 | 0.5ms avg=0.6ms +B7900: pg=760 mem=472(h=472,m=0) io=142 l0=146 | 0.7ms avg=0.6ms +B8000: pg=764 mem=484(h=484,m=0) io=141 l0=139 | 0.7ms avg=0.6ms +B8100: pg=717 mem=466(h=466,m=0) io=132 l0=119 | 0.7ms avg=0.6ms +B8200: pg=763 mem=482(h=481,m=1) io=141 l0=140 | 0.7ms avg=0.6ms +B8300: pg=781 mem=485(h=485,m=0) io=162 l0=134 | 0.8ms avg=0.6ms +B8400: pg=734 mem=533(h=533,m=0) io=90 l0=111 | 0.5ms avg=0.6ms +B8500: pg=771 mem=506(h=506,m=0) io=148 l0=117 | 0.8ms avg=0.6ms +B8600: pg=759 mem=500(h=500,m=0) io=125 l0=134 | 0.6ms avg=0.6ms +B8700: pg=697 mem=466(h=466,m=0) io=95 l0=136 | 0.5ms avg=0.6ms +B8800: pg=722 mem=442(h=442,m=0) io=157 l0=123 | 0.8ms avg=0.6ms +B8900: pg=704 mem=463(h=463,m=0) io=106 l0=135 | 0.6ms avg=0.6ms +B9000: pg=690 mem=461(h=461,m=0) io=90 l0=139 | 0.5ms avg=0.6ms +B9100: pg=756 mem=503(h=503,m=0) io=121 l0=132 | 0.6ms avg=0.6ms +B9200: pg=769 mem=495(h=495,m=0) io=128 l0=146 | 0.6ms avg=0.6ms +B9300: pg=741 mem=502(h=502,m=0) io=110 l0=129 | 0.6ms avg=0.6ms +B9400: pg=767 mem=487(h=487,m=0) io=137 l0=143 | 0.7ms avg=0.6ms +B9500: pg=718 mem=460(h=460,m=0) io=112 l0=146 | 0.6ms avg=0.6ms +B9600: pg=760 mem=501(h=501,m=0) io=132 l0=127 | 0.7ms avg=0.6ms +B9700: pg=770 mem=511(h=511,m=0) io=131 l0=128 | 0.7ms avg=0.6ms +B9800: pg=761 mem=473(h=473,m=0) io=145 l0=143 | 0.8ms avg=0.6ms +B9900: pg=718 mem=471(h=471,m=0) io=112 l0=135 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6159 ms/batch +MEM: 4871046 (hit=4860584 miss=10462 rate=99.8%) +IO: 1009515 | L0: 1272731 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443.csv b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443.csv new file mode 100644 index 0000000000000000000000000000000000000000..df5a8220b1e9d3a0ae0f89ae01839d108ca5a128 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6216,0.0,0,1208441,5944851,10000,0.10,0,252,6451 +2,0.6216,0.0,0,1208441,5944851,10000,0.10,0,252,6451 +3,0.6216,0.0,0,1208441,5944851,10000,0.10,0,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run1.log b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run2.log b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run3.log b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w0/criteo_kaggle_a0.10_w0_20260501_022443_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523.csv b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d870ea361d9a517f79e6ad07efeb77aa2a2cdf5 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5839,100.0,3545932,1108837,2498523,10000,0.10,100,252,6451 +2,0.5812,100.0,3665501,1106716,2381075,10000,0.10,100,252,6451 +3,0.5810,100.0,3608639,1106517,2438136,10000,0.10,100,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run1.log b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..2dda032e6c91f3ac55be4f4949c79131b3a8027d --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=395(h=395,m=0) io=309 l0=0 | 1.6ms avg=1.2ms +B 200: pg=668 mem=387(h=387,m=0) io=71 l0=210 | 0.4ms avg=0.9ms +B 300: pg=729 mem=398(h=397,m=1) io=99 l0=232 | 0.5ms avg=0.7ms +B 400: pg=706 mem=387(h=387,m=0) io=80 l0=239 | 0.4ms avg=0.6ms +B 500: pg=751 mem=406(h=406,m=0) io=106 l0=239 | 0.6ms avg=0.6ms +B 600: pg=700 mem=381(h=381,m=0) io=99 l0=220 | 0.5ms avg=0.6ms +B 700: pg=713 mem=359(h=359,m=0) io=106 l0=248 | 0.6ms avg=0.6ms +B 800: pg=679 mem=349(h=349,m=0) io=90 l0=240 | 0.5ms avg=0.6ms +B 900: pg=669 mem=363(h=363,m=0) io=79 l0=227 | 0.4ms avg=0.5ms +B1000: pg=685 mem=389(h=389,m=0) io=94 l0=202 | 0.5ms avg=0.5ms +B1100: pg=646 mem=337(h=337,m=0) io=107 l0=202 | 0.6ms avg=0.5ms +B1200: pg=664 mem=355(h=355,m=0) io=99 l0=210 | 0.5ms avg=0.5ms +B1300: pg=700 mem=378(h=378,m=0) io=98 l0=224 | 0.5ms avg=0.5ms +B1400: pg=749 mem=390(h=390,m=0) io=110 l0=249 | 0.6ms avg=0.5ms +B1500: pg=709 mem=389(h=389,m=0) io=89 l0=231 | 0.5ms avg=0.5ms +B1600: pg=690 mem=367(h=367,m=0) io=114 l0=209 | 0.6ms avg=0.5ms +B1700: pg=701 mem=389(h=389,m=0) io=78 l0=234 | 0.4ms avg=0.5ms +B1800: pg=673 mem=378(h=378,m=0) io=95 l0=200 | 0.5ms avg=0.5ms +B1900: pg=698 mem=391(h=391,m=0) io=77 l0=230 | 0.4ms avg=0.5ms +B2000: pg=706 mem=368(h=368,m=0) io=93 l0=245 | 0.5ms avg=0.5ms +B2100: pg=708 mem=384(h=384,m=0) io=93 l0=231 | 0.5ms avg=0.5ms +B2200: pg=751 mem=369(h=369,m=0) io=113 l0=269 | 0.6ms avg=0.5ms +B2300: pg=669 mem=384(h=384,m=0) io=74 l0=211 | 0.4ms avg=0.5ms +B2400: pg=702 mem=355(h=355,m=0) io=92 l0=255 | 0.5ms avg=0.5ms +B2500: pg=683 mem=358(h=358,m=0) io=110 l0=215 | 0.6ms avg=0.5ms +B2600: pg=737 mem=383(h=383,m=0) io=96 l0=258 | 0.5ms avg=0.5ms +B2700: pg=734 mem=392(h=392,m=0) io=82 l0=260 | 0.4ms avg=0.5ms +B2800: pg=739 mem=362(h=362,m=0) io=116 l0=261 | 0.6ms avg=0.5ms +B2900: pg=686 mem=360(h=360,m=0) io=91 l0=235 | 0.5ms avg=0.5ms +B3000: pg=689 mem=376(h=376,m=0) io=61 l0=252 | 0.3ms avg=0.5ms +B3100: pg=660 mem=352(h=352,m=0) io=100 l0=208 | 0.5ms avg=0.5ms +B3200: pg=753 mem=382(h=382,m=0) io=99 l0=272 | 0.5ms avg=0.5ms +B3300: pg=710 mem=377(h=377,m=0) io=104 l0=229 | 0.5ms avg=0.5ms +B3400: pg=711 mem=355(h=355,m=0) io=125 l0=231 | 0.6ms avg=0.5ms +B3500: pg=733 mem=379(h=379,m=0) io=114 l0=240 | 0.6ms avg=0.5ms +B3600: pg=693 mem=375(h=375,m=0) io=83 l0=235 | 0.4ms avg=0.5ms +B3700: pg=704 mem=353(h=353,m=0) io=90 l0=261 | 0.5ms avg=0.5ms +B3800: pg=741 mem=356(h=356,m=0) io=131 l0=254 | 0.7ms avg=0.5ms +B3900: pg=723 mem=377(h=377,m=0) io=104 l0=242 | 0.5ms avg=0.5ms +B4000: pg=695 mem=365(h=365,m=0) io=94 l0=236 | 0.5ms avg=0.5ms +B4100: pg=722 mem=348(h=348,m=0) io=125 l0=249 | 0.6ms avg=0.5ms +B4200: pg=753 mem=365(h=365,m=0) io=126 l0=262 | 0.6ms avg=0.5ms +B4300: pg=734 mem=364(h=364,m=0) io=115 l0=255 | 0.6ms avg=0.5ms +B4400: pg=702 mem=354(h=354,m=0) io=121 l0=227 | 0.6ms avg=0.5ms +B4500: pg=728 mem=392(h=392,m=0) io=108 l0=228 | 0.6ms avg=0.5ms +B4600: pg=721 mem=351(h=351,m=0) io=116 l0=254 | 0.6ms avg=0.5ms +B4700: pg=712 mem=349(h=349,m=0) io=95 l0=268 | 0.5ms avg=0.5ms +B4800: pg=730 mem=347(h=347,m=0) io=117 l0=266 | 0.6ms avg=0.5ms +B4900: pg=806 mem=358(h=358,m=0) io=148 l0=300 | 0.8ms avg=0.5ms +B5000: pg=719 mem=361(h=361,m=0) io=94 l0=264 | 0.5ms avg=0.5ms +B5100: pg=728 mem=345(h=345,m=0) io=130 l0=253 | 0.7ms avg=0.5ms +B5200: pg=709 mem=343(h=343,m=0) io=100 l0=266 | 0.5ms avg=0.5ms +B5300: pg=802 mem=351(h=351,m=0) io=144 l0=307 | 0.7ms avg=0.5ms +B5400: pg=718 mem=352(h=352,m=0) io=111 l0=255 | 0.6ms avg=0.5ms +B5500: pg=719 mem=352(h=352,m=0) io=109 l0=258 | 0.6ms avg=0.5ms +B5600: pg=699 mem=350(h=350,m=0) io=106 l0=243 | 0.6ms avg=0.5ms +B5700: pg=733 mem=340(h=340,m=0) io=104 l0=289 | 0.5ms avg=0.5ms +B5800: pg=740 mem=385(h=385,m=0) io=116 l0=239 | 0.6ms avg=0.5ms +B5900: pg=748 mem=337(h=337,m=0) io=134 l0=277 | 0.7ms avg=0.5ms +B6000: pg=709 mem=340(h=340,m=0) io=105 l0=264 | 0.6ms avg=0.5ms +B6100: pg=780 mem=367(h=367,m=0) io=147 l0=266 | 0.8ms avg=0.5ms +B6200: pg=805 mem=352(h=352,m=0) io=159 l0=294 | 0.8ms avg=0.5ms +B6300: pg=711 mem=342(h=342,m=0) io=113 l0=256 | 0.6ms avg=0.5ms +B6400: pg=725 mem=346(h=346,m=0) io=111 l0=268 | 0.6ms avg=0.5ms +B6500: pg=727 mem=340(h=340,m=0) io=131 l0=256 | 0.7ms avg=0.5ms +B6600: pg=730 mem=333(h=333,m=0) io=129 l0=268 | 0.7ms avg=0.5ms +B6700: pg=778 mem=348(h=348,m=0) io=145 l0=285 | 0.8ms avg=0.5ms +B6800: pg=757 mem=336(h=336,m=0) io=171 l0=250 | 0.9ms avg=0.5ms +B6900: pg=760 mem=331(h=331,m=0) io=148 l0=281 | 0.8ms avg=0.5ms +B7000: pg=752 mem=354(h=354,m=0) io=134 l0=264 | 0.7ms avg=0.5ms +B7100: pg=736 mem=340(h=340,m=0) io=128 l0=268 | 0.6ms avg=0.5ms +B7200: pg=734 mem=334(h=334,m=0) io=116 l0=284 | 0.6ms avg=0.5ms +B7300: pg=734 mem=344(h=344,m=0) io=121 l0=269 | 0.6ms avg=0.5ms +B7400: pg=759 mem=350(h=350,m=0) io=136 l0=273 | 0.7ms avg=0.5ms +B7500: pg=698 mem=348(h=348,m=0) io=86 l0=264 | 0.4ms avg=0.6ms +B7600: pg=701 mem=341(h=341,m=0) io=123 l0=237 | 0.6ms avg=0.6ms +B7700: pg=773 mem=342(h=342,m=0) io=134 l0=297 | 0.7ms avg=0.6ms +B7800: pg=673 mem=325(h=325,m=0) io=95 l0=253 | 0.5ms avg=0.6ms +B7900: pg=760 mem=316(h=316,m=0) io=150 l0=294 | 0.8ms avg=0.6ms +B8000: pg=764 mem=330(h=330,m=0) io=143 l0=291 | 0.7ms avg=0.6ms +B8100: pg=717 mem=324(h=324,m=0) io=137 l0=256 | 0.7ms avg=0.6ms +B8200: pg=763 mem=342(h=342,m=0) io=144 l0=277 | 0.7ms avg=0.6ms +B8300: pg=781 mem=337(h=337,m=0) io=175 l0=269 | 0.9ms avg=0.6ms +B8400: pg=734 mem=368(h=368,m=0) io=98 l0=268 | 0.5ms avg=0.6ms +B8500: pg=771 mem=347(h=347,m=0) io=148 l0=276 | 0.8ms avg=0.6ms +B8600: pg=759 mem=331(h=331,m=0) io=140 l0=288 | 0.7ms avg=0.6ms +B8700: pg=697 mem=317(h=317,m=0) io=109 l0=271 | 0.6ms avg=0.6ms +B8800: pg=722 mem=304(h=304,m=0) io=160 l0=258 | 0.8ms avg=0.6ms +B8900: pg=704 mem=320(h=320,m=0) io=117 l0=267 | 0.6ms avg=0.6ms +B9000: pg=690 mem=315(h=315,m=0) io=99 l0=276 | 0.5ms avg=0.6ms +B9100: pg=756 mem=337(h=337,m=0) io=125 l0=294 | 0.6ms avg=0.6ms +B9200: pg=769 mem=332(h=332,m=0) io=138 l0=299 | 0.7ms avg=0.6ms +B9300: pg=741 mem=328(h=328,m=0) io=119 l0=294 | 0.6ms avg=0.6ms +B9400: pg=767 mem=326(h=326,m=0) io=147 l0=294 | 0.8ms avg=0.6ms +B9500: pg=718 mem=302(h=302,m=0) io=116 l0=300 | 0.6ms avg=0.6ms +B9600: pg=760 mem=347(h=347,m=0) io=140 l0=273 | 0.7ms avg=0.6ms +B9700: pg=770 mem=333(h=333,m=0) io=137 l0=300 | 0.7ms avg=0.6ms +B9800: pg=761 mem=329(h=329,m=0) io=154 l0=278 | 0.8ms avg=0.6ms +B9900: pg=718 mem=314(h=314,m=0) io=114 l0=290 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5839 ms/batch +MEM: 3545932 (hit=3544489 miss=1443 rate=100.0%) +IO: 1108837 | L0: 2498523 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run2.log b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..c6812762ca123683c108cea9bc363af4c3570e01 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=397(h=397,m=0) io=307 l0=0 | 1.6ms avg=1.1ms +B 200: pg=668 mem=392(h=392,m=0) io=69 l0=207 | 0.4ms avg=0.8ms +B 300: pg=729 mem=404(h=404,m=0) io=94 l0=231 | 0.5ms avg=0.7ms +B 400: pg=706 mem=392(h=392,m=0) io=77 l0=237 | 0.4ms avg=0.6ms +B 500: pg=751 mem=412(h=412,m=0) io=108 l0=231 | 0.6ms avg=0.6ms +B 600: pg=700 mem=388(h=388,m=0) io=105 l0=207 | 0.6ms avg=0.6ms +B 700: pg=713 mem=365(h=365,m=0) io=107 l0=241 | 0.6ms avg=0.5ms +B 800: pg=679 mem=349(h=349,m=0) io=90 l0=240 | 0.5ms avg=0.5ms +B 900: pg=669 mem=369(h=369,m=0) io=86 l0=214 | 0.4ms avg=0.5ms +B1000: pg=685 mem=389(h=389,m=0) io=97 l0=199 | 0.5ms avg=0.5ms +B1100: pg=646 mem=340(h=340,m=0) io=107 l0=199 | 0.6ms avg=0.5ms +B1200: pg=664 mem=356(h=356,m=0) io=98 l0=210 | 0.5ms avg=0.5ms +B1300: pg=700 mem=382(h=382,m=0) io=98 l0=220 | 0.5ms avg=0.5ms +B1400: pg=749 mem=392(h=392,m=0) io=111 l0=246 | 0.6ms avg=0.5ms +B1500: pg=709 mem=386(h=386,m=0) io=89 l0=234 | 0.5ms avg=0.5ms +B1600: pg=690 mem=373(h=373,m=0) io=109 l0=208 | 0.6ms avg=0.5ms +B1700: pg=701 mem=398(h=398,m=0) io=78 l0=225 | 0.4ms avg=0.5ms +B1800: pg=673 mem=378(h=378,m=0) io=98 l0=197 | 0.5ms avg=0.5ms +B1900: pg=698 mem=397(h=397,m=0) io=77 l0=224 | 0.4ms avg=0.5ms +B2000: pg=706 mem=375(h=375,m=0) io=91 l0=240 | 0.5ms avg=0.5ms +B2100: pg=708 mem=384(h=384,m=0) io=91 l0=233 | 0.5ms avg=0.5ms +B2200: pg=751 mem=371(h=371,m=0) io=111 l0=269 | 0.6ms avg=0.5ms +B2300: pg=669 mem=395(h=395,m=0) io=70 l0=204 | 0.4ms avg=0.5ms +B2400: pg=702 mem=363(h=363,m=0) io=86 l0=253 | 0.4ms avg=0.5ms +B2500: pg=683 mem=367(h=367,m=0) io=111 l0=205 | 0.6ms avg=0.5ms +B2600: pg=737 mem=392(h=392,m=0) io=100 l0=245 | 0.5ms avg=0.5ms +B2700: pg=734 mem=405(h=405,m=0) io=84 l0=245 | 0.4ms avg=0.5ms +B2800: pg=739 mem=376(h=376,m=0) io=113 l0=250 | 0.6ms avg=0.5ms +B2900: pg=686 mem=369(h=369,m=0) io=95 l0=222 | 0.5ms avg=0.5ms +B3000: pg=689 mem=383(h=383,m=0) io=56 l0=250 | 0.3ms avg=0.5ms +B3100: pg=660 mem=360(h=360,m=0) io=95 l0=205 | 0.5ms avg=0.5ms +B3200: pg=753 mem=388(h=388,m=0) io=99 l0=266 | 0.5ms avg=0.5ms +B3300: pg=710 mem=385(h=385,m=0) io=110 l0=215 | 0.6ms avg=0.5ms +B3400: pg=711 mem=358(h=358,m=0) io=123 l0=230 | 0.6ms avg=0.5ms +B3500: pg=733 mem=387(h=387,m=0) io=109 l0=237 | 0.6ms avg=0.5ms +B3600: pg=693 mem=386(h=386,m=0) io=82 l0=225 | 0.4ms avg=0.5ms +B3700: pg=704 mem=366(h=366,m=0) io=89 l0=249 | 0.5ms avg=0.5ms +B3800: pg=741 mem=374(h=374,m=0) io=135 l0=232 | 0.7ms avg=0.5ms +B3900: pg=723 mem=389(h=389,m=0) io=102 l0=232 | 0.5ms avg=0.5ms +B4000: pg=695 mem=375(h=375,m=0) io=94 l0=226 | 0.5ms avg=0.5ms +B4100: pg=722 mem=362(h=362,m=0) io=127 l0=233 | 0.6ms avg=0.5ms +B4200: pg=753 mem=374(h=374,m=0) io=121 l0=258 | 0.6ms avg=0.5ms +B4300: pg=734 mem=378(h=378,m=0) io=114 l0=242 | 0.6ms avg=0.5ms +B4400: pg=702 mem=365(h=365,m=0) io=123 l0=214 | 0.6ms avg=0.5ms +B4500: pg=728 mem=405(h=405,m=0) io=100 l0=223 | 0.5ms avg=0.5ms +B4600: pg=721 mem=362(h=362,m=0) io=115 l0=244 | 0.6ms avg=0.5ms +B4700: pg=712 mem=366(h=366,m=0) io=97 l0=249 | 0.5ms avg=0.5ms +B4800: pg=730 mem=352(h=352,m=0) io=116 l0=262 | 0.6ms avg=0.5ms +B4900: pg=806 mem=366(h=366,m=0) io=145 l0=295 | 0.8ms avg=0.5ms +B5000: pg=719 mem=370(h=370,m=0) io=97 l0=252 | 0.5ms avg=0.5ms +B5100: pg=728 mem=354(h=354,m=0) io=130 l0=244 | 0.7ms avg=0.5ms +B5200: pg=709 mem=354(h=354,m=0) io=98 l0=257 | 0.5ms avg=0.5ms +B5300: pg=802 mem=368(h=368,m=0) io=150 l0=284 | 0.8ms avg=0.5ms +B5400: pg=718 mem=374(h=374,m=0) io=110 l0=234 | 0.6ms avg=0.5ms +B5500: pg=719 mem=364(h=364,m=0) io=106 l0=249 | 0.6ms avg=0.5ms +B5600: pg=699 mem=368(h=368,m=0) io=103 l0=228 | 0.5ms avg=0.5ms +B5700: pg=733 mem=362(h=362,m=0) io=99 l0=272 | 0.5ms avg=0.5ms +B5800: pg=740 mem=398(h=398,m=0) io=119 l0=223 | 0.6ms avg=0.5ms +B5900: pg=748 mem=358(h=358,m=0) io=128 l0=262 | 0.6ms avg=0.5ms +B6000: pg=709 mem=357(h=357,m=0) io=107 l0=245 | 0.6ms avg=0.5ms +B6100: pg=780 mem=376(h=376,m=0) io=146 l0=258 | 0.8ms avg=0.5ms +B6200: pg=805 mem=378(h=378,m=0) io=151 l0=276 | 0.8ms avg=0.5ms +B6300: pg=711 mem=362(h=362,m=0) io=103 l0=246 | 0.5ms avg=0.5ms +B6400: pg=725 mem=358(h=358,m=0) io=109 l0=258 | 0.6ms avg=0.5ms +B6500: pg=727 mem=350(h=350,m=0) io=130 l0=247 | 0.7ms avg=0.5ms +B6600: pg=730 mem=344(h=344,m=0) io=132 l0=254 | 0.7ms avg=0.5ms +B6700: pg=778 mem=364(h=364,m=0) io=140 l0=274 | 0.7ms avg=0.5ms +B6800: pg=757 mem=344(h=344,m=0) io=166 l0=247 | 0.8ms avg=0.5ms +B6900: pg=760 mem=343(h=343,m=0) io=149 l0=268 | 0.8ms avg=0.5ms +B7000: pg=752 mem=364(h=364,m=0) io=137 l0=251 | 0.7ms avg=0.5ms +B7100: pg=736 mem=349(h=349,m=0) io=125 l0=262 | 0.6ms avg=0.5ms +B7200: pg=734 mem=345(h=345,m=0) io=113 l0=276 | 0.6ms avg=0.5ms +B7300: pg=734 mem=358(h=358,m=0) io=123 l0=253 | 0.6ms avg=0.5ms +B7400: pg=759 mem=361(h=361,m=0) io=133 l0=265 | 0.7ms avg=0.5ms +B7500: pg=698 mem=355(h=355,m=0) io=79 l0=264 | 0.4ms avg=0.5ms +B7600: pg=701 mem=356(h=356,m=0) io=118 l0=227 | 0.6ms avg=0.5ms +B7700: pg=773 mem=354(h=354,m=0) io=138 l0=281 | 0.7ms avg=0.6ms +B7800: pg=673 mem=340(h=340,m=0) io=96 l0=237 | 0.5ms avg=0.6ms +B7900: pg=760 mem=334(h=334,m=0) io=145 l0=281 | 0.8ms avg=0.6ms +B8000: pg=764 mem=347(h=347,m=0) io=141 l0=276 | 0.7ms avg=0.6ms +B8100: pg=717 mem=345(h=345,m=0) io=138 l0=234 | 0.7ms avg=0.6ms +B8200: pg=763 mem=360(h=360,m=0) io=152 l0=251 | 0.8ms avg=0.6ms +B8300: pg=781 mem=351(h=351,m=0) io=178 l0=252 | 0.9ms avg=0.6ms +B8400: pg=734 mem=379(h=379,m=0) io=94 l0=261 | 0.5ms avg=0.6ms +B8500: pg=771 mem=367(h=367,m=0) io=146 l0=258 | 0.8ms avg=0.6ms +B8600: pg=759 mem=340(h=339,m=1) io=131 l0=288 | 0.7ms avg=0.6ms +B8700: pg=697 mem=338(h=338,m=0) io=104 l0=255 | 0.5ms avg=0.6ms +B8800: pg=722 mem=330(h=330,m=0) io=166 l0=226 | 0.8ms avg=0.6ms +B8900: pg=704 mem=349(h=349,m=0) io=120 l0=235 | 0.6ms avg=0.6ms +B9000: pg=690 mem=341(h=341,m=0) io=101 l0=248 | 0.5ms avg=0.6ms +B9100: pg=756 mem=359(h=359,m=0) io=129 l0=268 | 0.7ms avg=0.6ms +B9200: pg=769 mem=359(h=359,m=0) io=136 l0=274 | 0.7ms avg=0.6ms +B9300: pg=741 mem=348(h=348,m=0) io=116 l0=277 | 0.6ms avg=0.6ms +B9400: pg=767 mem=351(h=351,m=0) io=142 l0=274 | 0.7ms avg=0.6ms +B9500: pg=718 mem=327(h=327,m=0) io=120 l0=271 | 0.6ms avg=0.6ms +B9600: pg=760 mem=368(h=368,m=0) io=141 l0=251 | 0.7ms avg=0.6ms +B9700: pg=770 mem=354(h=354,m=0) io=135 l0=281 | 0.7ms avg=0.6ms +B9800: pg=761 mem=350(h=350,m=0) io=150 l0=261 | 0.8ms avg=0.6ms +B9900: pg=718 mem=336(h=336,m=0) io=115 l0=267 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5812 ms/batch +MEM: 3665501 (hit=3664238 miss=1263 rate=100.0%) +IO: 1106716 | L0: 2381075 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run3.log b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..01f874d2d2c165878897c9c2df381cbe2921dc8f --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w100/criteo_kaggle_a0.10_w100_20260501_022523_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=399(h=398,m=1) io=305 l0=0 | 1.6ms avg=1.1ms +B 200: pg=668 mem=393(h=393,m=0) io=76 l0=199 | 0.4ms avg=0.8ms +B 300: pg=729 mem=405(h=405,m=0) io=97 l0=227 | 0.5ms avg=0.7ms +B 400: pg=706 mem=394(h=394,m=0) io=78 l0=234 | 0.4ms avg=0.6ms +B 500: pg=751 mem=412(h=412,m=0) io=104 l0=235 | 0.5ms avg=0.6ms +B 600: pg=700 mem=389(h=389,m=0) io=99 l0=212 | 0.5ms avg=0.6ms +B 700: pg=713 mem=366(h=366,m=0) io=107 l0=240 | 0.6ms avg=0.5ms +B 800: pg=679 mem=352(h=352,m=0) io=93 l0=234 | 0.5ms avg=0.5ms +B 900: pg=669 mem=370(h=370,m=0) io=81 l0=218 | 0.4ms avg=0.5ms +B1000: pg=685 mem=394(h=394,m=0) io=94 l0=197 | 0.5ms avg=0.5ms +B1100: pg=646 mem=344(h=344,m=0) io=111 l0=191 | 0.6ms avg=0.5ms +B1200: pg=664 mem=359(h=359,m=0) io=95 l0=210 | 0.5ms avg=0.5ms +B1300: pg=700 mem=386(h=386,m=0) io=94 l0=220 | 0.5ms avg=0.5ms +B1400: pg=749 mem=393(h=393,m=0) io=104 l0=252 | 0.5ms avg=0.5ms +B1500: pg=709 mem=391(h=391,m=0) io=90 l0=228 | 0.5ms avg=0.5ms +B1600: pg=690 mem=372(h=372,m=0) io=111 l0=207 | 0.6ms avg=0.5ms +B1700: pg=701 mem=394(h=394,m=0) io=78 l0=229 | 0.4ms avg=0.5ms +B1800: pg=673 mem=380(h=380,m=0) io=97 l0=196 | 0.5ms avg=0.5ms +B1900: pg=698 mem=395(h=395,m=0) io=76 l0=227 | 0.4ms avg=0.5ms +B2000: pg=706 mem=374(h=374,m=0) io=87 l0=245 | 0.4ms avg=0.5ms +B2100: pg=708 mem=383(h=383,m=0) io=97 l0=228 | 0.5ms avg=0.5ms +B2200: pg=751 mem=374(h=374,m=0) io=112 l0=265 | 0.6ms avg=0.5ms +B2300: pg=669 mem=390(h=390,m=0) io=72 l0=207 | 0.4ms avg=0.5ms +B2400: pg=702 mem=360(h=360,m=0) io=86 l0=256 | 0.4ms avg=0.5ms +B2500: pg=683 mem=364(h=364,m=0) io=113 l0=206 | 0.6ms avg=0.5ms +B2600: pg=737 mem=384(h=383,m=1) io=97 l0=256 | 0.5ms avg=0.5ms +B2700: pg=734 mem=401(h=401,m=0) io=82 l0=251 | 0.4ms avg=0.5ms +B2800: pg=739 mem=369(h=369,m=0) io=112 l0=258 | 0.6ms avg=0.5ms +B2900: pg=686 mem=366(h=366,m=0) io=92 l0=228 | 0.5ms avg=0.5ms +B3000: pg=689 mem=383(h=383,m=0) io=60 l0=246 | 0.3ms avg=0.5ms +B3100: pg=660 mem=355(h=355,m=0) io=93 l0=212 | 0.5ms avg=0.5ms +B3200: pg=753 mem=384(h=384,m=0) io=93 l0=276 | 0.5ms avg=0.5ms +B3300: pg=710 mem=383(h=383,m=0) io=108 l0=219 | 0.6ms avg=0.5ms +B3400: pg=711 mem=356(h=356,m=0) io=127 l0=228 | 0.6ms avg=0.5ms +B3500: pg=733 mem=383(h=383,m=0) io=116 l0=234 | 0.6ms avg=0.5ms +B3600: pg=693 mem=378(h=378,m=0) io=80 l0=235 | 0.4ms avg=0.5ms +B3700: pg=704 mem=358(h=358,m=0) io=92 l0=254 | 0.5ms avg=0.5ms +B3800: pg=741 mem=363(h=363,m=0) io=135 l0=243 | 0.7ms avg=0.5ms +B3900: pg=723 mem=384(h=384,m=0) io=101 l0=238 | 0.5ms avg=0.5ms +B4000: pg=695 mem=366(h=366,m=0) io=98 l0=231 | 0.5ms avg=0.5ms +B4100: pg=722 mem=357(h=357,m=0) io=124 l0=241 | 0.6ms avg=0.5ms +B4200: pg=753 mem=373(h=373,m=0) io=124 l0=256 | 0.6ms avg=0.5ms +B4300: pg=734 mem=363(h=363,m=0) io=117 l0=254 | 0.6ms avg=0.5ms +B4400: pg=702 mem=355(h=355,m=0) io=126 l0=221 | 0.6ms avg=0.5ms +B4500: pg=728 mem=399(h=399,m=0) io=103 l0=226 | 0.5ms avg=0.5ms +B4600: pg=721 mem=356(h=356,m=0) io=117 l0=248 | 0.6ms avg=0.5ms +B4700: pg=712 mem=354(h=354,m=0) io=93 l0=265 | 0.5ms avg=0.5ms +B4800: pg=730 mem=349(h=349,m=0) io=113 l0=268 | 0.6ms avg=0.5ms +B4900: pg=806 mem=363(h=363,m=0) io=149 l0=294 | 0.8ms avg=0.5ms +B5000: pg=719 mem=367(h=367,m=0) io=95 l0=257 | 0.5ms avg=0.5ms +B5100: pg=728 mem=353(h=353,m=0) io=133 l0=242 | 0.7ms avg=0.5ms +B5200: pg=709 mem=350(h=350,m=0) io=99 l0=260 | 0.5ms avg=0.5ms +B5300: pg=802 mem=361(h=361,m=0) io=151 l0=290 | 0.8ms avg=0.5ms +B5400: pg=718 mem=359(h=359,m=0) io=108 l0=251 | 0.6ms avg=0.5ms +B5500: pg=719 mem=363(h=363,m=0) io=106 l0=250 | 0.6ms avg=0.5ms +B5600: pg=699 mem=355(h=355,m=0) io=105 l0=239 | 0.6ms avg=0.5ms +B5700: pg=733 mem=354(h=354,m=0) io=97 l0=282 | 0.5ms avg=0.5ms +B5800: pg=740 mem=396(h=396,m=0) io=118 l0=226 | 0.6ms avg=0.5ms +B5900: pg=748 mem=345(h=345,m=0) io=126 l0=277 | 0.6ms avg=0.5ms +B6000: pg=709 mem=349(h=349,m=0) io=109 l0=251 | 0.6ms avg=0.5ms +B6100: pg=780 mem=384(h=384,m=0) io=147 l0=249 | 0.8ms avg=0.5ms +B6200: pg=805 mem=368(h=368,m=0) io=156 l0=281 | 0.8ms avg=0.5ms +B6300: pg=711 mem=358(h=358,m=0) io=106 l0=247 | 0.6ms avg=0.5ms +B6400: pg=725 mem=350(h=350,m=0) io=113 l0=262 | 0.6ms avg=0.5ms +B6500: pg=727 mem=341(h=341,m=0) io=123 l0=263 | 0.6ms avg=0.5ms +B6600: pg=730 mem=344(h=344,m=0) io=128 l0=258 | 0.6ms avg=0.5ms +B6700: pg=778 mem=358(h=358,m=0) io=141 l0=279 | 0.7ms avg=0.5ms +B6800: pg=757 mem=341(h=341,m=0) io=168 l0=248 | 0.8ms avg=0.5ms +B6900: pg=760 mem=342(h=342,m=0) io=146 l0=272 | 0.8ms avg=0.5ms +B7000: pg=752 mem=362(h=362,m=0) io=141 l0=249 | 0.7ms avg=0.5ms +B7100: pg=736 mem=338(h=338,m=0) io=125 l0=273 | 0.6ms avg=0.5ms +B7200: pg=734 mem=348(h=348,m=0) io=110 l0=276 | 0.6ms avg=0.5ms +B7300: pg=734 mem=350(h=350,m=0) io=126 l0=258 | 0.6ms avg=0.5ms +B7400: pg=759 mem=358(h=358,m=0) io=133 l0=268 | 0.7ms avg=0.5ms +B7500: pg=698 mem=358(h=358,m=0) io=82 l0=258 | 0.4ms avg=0.5ms +B7600: pg=701 mem=352(h=352,m=0) io=119 l0=230 | 0.6ms avg=0.5ms +B7700: pg=773 mem=346(h=346,m=0) io=139 l0=288 | 0.7ms avg=0.6ms +B7800: pg=673 mem=335(h=335,m=0) io=96 l0=242 | 0.5ms avg=0.6ms +B7900: pg=760 mem=335(h=335,m=0) io=148 l0=277 | 0.8ms avg=0.6ms +B8000: pg=764 mem=345(h=345,m=0) io=141 l0=278 | 0.7ms avg=0.6ms +B8100: pg=717 mem=336(h=336,m=0) io=142 l0=239 | 0.7ms avg=0.6ms +B8200: pg=763 mem=347(h=347,m=0) io=146 l0=270 | 0.8ms avg=0.6ms +B8300: pg=781 mem=344(h=344,m=0) io=179 l0=258 | 0.9ms avg=0.6ms +B8400: pg=734 mem=369(h=369,m=0) io=96 l0=269 | 0.5ms avg=0.6ms +B8500: pg=771 mem=364(h=364,m=0) io=144 l0=263 | 0.7ms avg=0.6ms +B8600: pg=759 mem=336(h=336,m=0) io=134 l0=289 | 0.7ms avg=0.6ms +B8700: pg=697 mem=336(h=336,m=0) io=99 l0=262 | 0.5ms avg=0.6ms +B8800: pg=722 mem=318(h=318,m=0) io=164 l0=240 | 0.8ms avg=0.6ms +B8900: pg=704 mem=339(h=339,m=0) io=118 l0=247 | 0.6ms avg=0.6ms +B9000: pg=690 mem=327(h=327,m=0) io=104 l0=259 | 0.5ms avg=0.6ms +B9100: pg=756 mem=343(h=343,m=0) io=130 l0=283 | 0.7ms avg=0.6ms +B9200: pg=769 mem=348(h=348,m=0) io=142 l0=279 | 0.7ms avg=0.6ms +B9300: pg=741 mem=331(h=331,m=0) io=117 l0=293 | 0.6ms avg=0.6ms +B9400: pg=767 mem=338(h=338,m=0) io=146 l0=283 | 0.8ms avg=0.6ms +B9500: pg=718 mem=311(h=311,m=0) io=124 l0=283 | 0.6ms avg=0.6ms +B9600: pg=760 mem=359(h=359,m=0) io=145 l0=256 | 0.8ms avg=0.6ms +B9700: pg=770 mem=335(h=335,m=0) io=130 l0=305 | 0.7ms avg=0.6ms +B9800: pg=761 mem=338(h=338,m=0) io=149 l0=274 | 0.8ms avg=0.6ms +B9900: pg=718 mem=316(h=316,m=0) io=121 l0=281 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5810 ms/batch +MEM: 3608639 (hit=3607357 miss=1282 rate=100.0%) +IO: 1106517 | L0: 2438136 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545.csv b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545.csv new file mode 100644 index 0000000000000000000000000000000000000000..e8b3dbc6bec25e91b40ca79f1aaf702eb22b1ca9 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5700,99.9,4332652,1050497,1770143,10000,0.10,200,252,6451 +2,0.5681,99.9,4318998,1049565,1784729,10000,0.10,200,252,6451 +3,0.5684,99.9,4355307,1050527,1747458,10000,0.10,200,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run1.log b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..3a5eafe9c7e92e4de828aa88c250b2c035312ae9 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.7ms avg=1.1ms +B 200: pg=668 mem=462(h=462,m=0) io=206 l0=0 | 1.0ms avg=1.4ms +B 300: pg=729 mem=479(h=479,m=0) io=93 l0=157 | 0.5ms avg=1.1ms +B 400: pg=706 mem=465(h=465,m=0) io=79 l0=162 | 0.4ms avg=0.9ms +B 500: pg=751 mem=492(h=492,m=0) io=99 l0=160 | 0.5ms avg=0.8ms +B 600: pg=700 mem=468(h=468,m=0) io=93 l0=139 | 0.5ms avg=0.8ms +B 700: pg=713 mem=436(h=436,m=0) io=105 l0=172 | 0.6ms avg=0.7ms +B 800: pg=679 mem=424(h=424,m=0) io=91 l0=164 | 0.5ms avg=0.7ms +B 900: pg=669 mem=429(h=429,m=0) io=79 l0=161 | 0.4ms avg=0.7ms +B1000: pg=685 mem=452(h=452,m=0) io=92 l0=141 | 0.5ms avg=0.6ms +B1100: pg=646 mem=414(h=414,m=0) io=100 l0=132 | 0.5ms avg=0.6ms +B1200: pg=664 mem=433(h=433,m=0) io=95 l0=136 | 0.5ms avg=0.6ms +B1300: pg=700 mem=455(h=455,m=0) io=88 l0=157 | 0.4ms avg=0.6ms +B1400: pg=749 mem=473(h=473,m=0) io=106 l0=170 | 0.6ms avg=0.6ms +B1500: pg=709 mem=462(h=462,m=0) io=87 l0=160 | 0.4ms avg=0.6ms +B1600: pg=690 mem=434(h=434,m=0) io=104 l0=152 | 0.5ms avg=0.6ms +B1700: pg=701 mem=464(h=464,m=0) io=76 l0=161 | 0.4ms avg=0.5ms +B1800: pg=673 mem=446(h=446,m=0) io=81 l0=146 | 0.4ms avg=0.5ms +B1900: pg=698 mem=470(h=470,m=0) io=73 l0=155 | 0.4ms avg=0.5ms +B2000: pg=706 mem=444(h=444,m=0) io=79 l0=183 | 0.4ms avg=0.5ms +B2100: pg=708 mem=451(h=451,m=0) io=88 l0=169 | 0.4ms avg=0.5ms +B2200: pg=751 mem=447(h=447,m=0) io=111 l0=193 | 0.6ms avg=0.5ms +B2300: pg=669 mem=465(h=465,m=0) io=63 l0=141 | 0.3ms avg=0.5ms +B2400: pg=702 mem=437(h=437,m=0) io=77 l0=188 | 0.4ms avg=0.5ms +B2500: pg=683 mem=442(h=442,m=0) io=97 l0=144 | 0.5ms avg=0.5ms +B2600: pg=737 mem=473(h=473,m=0) io=95 l0=169 | 0.5ms avg=0.5ms +B2700: pg=734 mem=507(h=507,m=0) io=78 l0=149 | 0.4ms avg=0.5ms +B2800: pg=739 mem=457(h=457,m=0) io=114 l0=168 | 0.6ms avg=0.5ms +B2900: pg=686 mem=447(h=447,m=0) io=87 l0=152 | 0.4ms avg=0.5ms +B3000: pg=689 mem=460(h=460,m=0) io=57 l0=172 | 0.3ms avg=0.5ms +B3100: pg=660 mem=426(h=426,m=0) io=93 l0=141 | 0.5ms avg=0.5ms +B3200: pg=753 mem=471(h=471,m=0) io=94 l0=188 | 0.5ms avg=0.5ms +B3300: pg=710 mem=451(h=451,m=0) io=107 l0=152 | 0.6ms avg=0.5ms +B3400: pg=711 mem=439(h=439,m=0) io=118 l0=154 | 0.6ms avg=0.5ms +B3500: pg=733 mem=461(h=461,m=0) io=107 l0=165 | 0.6ms avg=0.5ms +B3600: pg=693 mem=445(h=445,m=0) io=81 l0=167 | 0.4ms avg=0.5ms +B3700: pg=704 mem=442(h=442,m=0) io=89 l0=173 | 0.5ms avg=0.5ms +B3800: pg=741 mem=445(h=445,m=0) io=126 l0=170 | 0.6ms avg=0.5ms +B3900: pg=723 mem=448(h=448,m=0) io=98 l0=177 | 0.5ms avg=0.5ms +B4000: pg=695 mem=447(h=447,m=0) io=89 l0=159 | 0.5ms avg=0.5ms +B4100: pg=722 mem=443(h=443,m=0) io=116 l0=163 | 0.6ms avg=0.5ms +B4200: pg=753 mem=441(h=441,m=0) io=113 l0=199 | 0.6ms avg=0.5ms +B4300: pg=734 mem=460(h=460,m=0) io=99 l0=175 | 0.5ms avg=0.5ms +B4400: pg=702 mem=432(h=431,m=1) io=120 l0=150 | 0.6ms avg=0.5ms +B4500: pg=728 mem=463(h=463,m=0) io=102 l0=163 | 0.5ms avg=0.5ms +B4600: pg=721 mem=439(h=439,m=0) io=118 l0=164 | 0.6ms avg=0.5ms +B4700: pg=712 mem=423(h=423,m=0) io=94 l0=195 | 0.5ms avg=0.5ms +B4800: pg=730 mem=445(h=445,m=0) io=110 l0=175 | 0.6ms avg=0.5ms +B4900: pg=806 mem=453(h=453,m=0) io=132 l0=221 | 0.7ms avg=0.5ms +B5000: pg=719 mem=445(h=445,m=0) io=92 l0=182 | 0.5ms avg=0.5ms +B5100: pg=728 mem=440(h=440,m=0) io=128 l0=160 | 0.6ms avg=0.5ms +B5200: pg=709 mem=416(h=416,m=0) io=97 l0=196 | 0.5ms avg=0.5ms +B5300: pg=802 mem=456(h=456,m=0) io=142 l0=204 | 0.7ms avg=0.5ms +B5400: pg=718 mem=435(h=435,m=0) io=106 l0=177 | 0.6ms avg=0.5ms +B5500: pg=719 mem=433(h=433,m=0) io=109 l0=177 | 0.6ms avg=0.5ms +B5600: pg=699 mem=420(h=420,m=0) io=99 l0=180 | 0.5ms avg=0.5ms +B5700: pg=733 mem=449(h=449,m=0) io=92 l0=192 | 0.5ms avg=0.5ms +B5800: pg=740 mem=454(h=454,m=0) io=116 l0=170 | 0.6ms avg=0.5ms +B5900: pg=748 mem=418(h=418,m=0) io=126 l0=204 | 0.6ms avg=0.5ms +B6000: pg=709 mem=413(h=413,m=0) io=103 l0=193 | 0.5ms avg=0.5ms +B6100: pg=780 mem=429(h=429,m=0) io=144 l0=207 | 0.7ms avg=0.5ms +B6200: pg=805 mem=454(h=454,m=0) io=150 l0=201 | 0.8ms avg=0.5ms +B6300: pg=711 mem=411(h=411,m=0) io=102 l0=198 | 0.5ms avg=0.5ms +B6400: pg=725 mem=422(h=422,m=0) io=106 l0=197 | 0.6ms avg=0.5ms +B6500: pg=727 mem=422(h=422,m=0) io=121 l0=184 | 0.6ms avg=0.5ms +B6600: pg=730 mem=413(h=413,m=0) io=122 l0=195 | 0.6ms avg=0.5ms +B6700: pg=778 mem=444(h=444,m=0) io=134 l0=200 | 0.7ms avg=0.5ms +B6800: pg=757 mem=395(h=395,m=0) io=164 l0=198 | 0.8ms avg=0.5ms +B6900: pg=760 mem=413(h=413,m=0) io=140 l0=207 | 0.7ms avg=0.5ms +B7000: pg=752 mem=433(h=433,m=0) io=125 l0=194 | 0.6ms avg=0.5ms +B7100: pg=736 mem=424(h=424,m=0) io=117 l0=195 | 0.6ms avg=0.5ms +B7200: pg=734 mem=427(h=427,m=0) io=110 l0=197 | 0.6ms avg=0.5ms +B7300: pg=734 mem=414(h=414,m=0) io=120 l0=200 | 0.6ms avg=0.5ms +B7400: pg=759 mem=427(h=427,m=0) io=134 l0=198 | 0.7ms avg=0.5ms +B7500: pg=698 mem=426(h=426,m=0) io=79 l0=193 | 0.4ms avg=0.5ms +B7600: pg=701 mem=402(h=402,m=0) io=115 l0=184 | 0.6ms avg=0.5ms +B7700: pg=773 mem=431(h=431,m=0) io=131 l0=211 | 0.7ms avg=0.5ms +B7800: pg=673 mem=408(h=408,m=0) io=95 l0=170 | 0.5ms avg=0.5ms +B7900: pg=760 mem=400(h=400,m=0) io=152 l0=208 | 0.8ms avg=0.5ms +B8000: pg=764 mem=404(h=404,m=0) io=132 l0=228 | 0.7ms avg=0.5ms +B8100: pg=717 mem=397(h=397,m=0) io=143 l0=177 | 0.7ms avg=0.5ms +B8200: pg=763 mem=418(h=418,m=0) io=138 l0=207 | 0.7ms avg=0.5ms +B8300: pg=781 mem=415(h=415,m=0) io=178 l0=188 | 0.9ms avg=0.6ms +B8400: pg=734 mem=464(h=464,m=0) io=92 l0=178 | 0.5ms avg=0.6ms +B8500: pg=771 mem=413(h=413,m=0) io=147 l0=211 | 0.8ms avg=0.6ms +B8600: pg=759 mem=400(h=400,m=0) io=126 l0=233 | 0.6ms avg=0.6ms +B8700: pg=697 mem=400(h=400,m=0) io=106 l0=191 | 0.6ms avg=0.6ms +B8800: pg=722 mem=358(h=358,m=0) io=158 l0=206 | 0.8ms avg=0.6ms +B8900: pg=704 mem=395(h=395,m=0) io=112 l0=197 | 0.6ms avg=0.6ms +B9000: pg=690 mem=385(h=385,m=0) io=92 l0=213 | 0.5ms avg=0.6ms +B9100: pg=756 mem=415(h=415,m=0) io=126 l0=215 | 0.6ms avg=0.6ms +B9200: pg=769 mem=407(h=407,m=0) io=132 l0=230 | 0.7ms avg=0.6ms +B9300: pg=741 mem=398(h=398,m=0) io=114 l0=229 | 0.6ms avg=0.6ms +B9400: pg=767 mem=393(h=393,m=0) io=144 l0=230 | 0.7ms avg=0.6ms +B9500: pg=718 mem=370(h=370,m=0) io=116 l0=232 | 0.6ms avg=0.6ms +B9600: pg=760 mem=400(h=400,m=0) io=142 l0=218 | 0.7ms avg=0.6ms +B9700: pg=770 mem=409(h=409,m=0) io=124 l0=237 | 0.6ms avg=0.6ms +B9800: pg=761 mem=387(h=387,m=0) io=146 l0=228 | 0.8ms avg=0.6ms +B9900: pg=718 mem=390(h=390,m=0) io=107 l0=221 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5700 ms/batch +MEM: 4332652 (hit=4329564 miss=3088 rate=99.9%) +IO: 1050497 | L0: 1770143 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run2.log b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..dfd437b7de3243a44961d5d336e461a36fd580f5 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=463(h=463,m=0) io=205 l0=0 | 1.0ms avg=1.3ms +B 300: pg=729 mem=477(h=477,m=0) io=88 l0=164 | 0.4ms avg=1.0ms +B 400: pg=706 mem=464(h=464,m=0) io=85 l0=157 | 0.4ms avg=0.9ms +B 500: pg=751 mem=491(h=491,m=0) io=101 l0=159 | 0.5ms avg=0.8ms +B 600: pg=700 mem=467(h=467,m=0) io=96 l0=137 | 0.5ms avg=0.7ms +B 700: pg=713 mem=436(h=436,m=0) io=102 l0=175 | 0.5ms avg=0.7ms +B 800: pg=679 mem=424(h=424,m=0) io=91 l0=164 | 0.5ms avg=0.7ms +B 900: pg=669 mem=435(h=435,m=0) io=78 l0=156 | 0.4ms avg=0.6ms +B1000: pg=685 mem=456(h=456,m=0) io=93 l0=136 | 0.5ms avg=0.6ms +B1100: pg=646 mem=414(h=414,m=0) io=102 l0=130 | 0.5ms avg=0.6ms +B1200: pg=664 mem=439(h=439,m=0) io=94 l0=131 | 0.5ms avg=0.6ms +B1300: pg=700 mem=457(h=457,m=0) io=84 l0=159 | 0.4ms avg=0.6ms +B1400: pg=749 mem=476(h=476,m=0) io=105 l0=168 | 0.6ms avg=0.6ms +B1500: pg=709 mem=463(h=463,m=0) io=87 l0=159 | 0.4ms avg=0.5ms +B1600: pg=690 mem=436(h=436,m=0) io=109 l0=145 | 0.6ms avg=0.5ms +B1700: pg=701 mem=464(h=464,m=0) io=73 l0=164 | 0.4ms avg=0.5ms +B1800: pg=673 mem=444(h=444,m=0) io=83 l0=146 | 0.4ms avg=0.5ms +B1900: pg=698 mem=473(h=473,m=0) io=73 l0=152 | 0.4ms avg=0.5ms +B2000: pg=706 mem=447(h=447,m=0) io=79 l0=180 | 0.4ms avg=0.5ms +B2100: pg=708 mem=453(h=453,m=0) io=85 l0=170 | 0.4ms avg=0.5ms +B2200: pg=751 mem=450(h=450,m=0) io=107 l0=194 | 0.6ms avg=0.5ms +B2300: pg=669 mem=464(h=464,m=0) io=66 l0=139 | 0.4ms avg=0.5ms +B2400: pg=702 mem=440(h=440,m=0) io=79 l0=183 | 0.4ms avg=0.5ms +B2500: pg=683 mem=441(h=441,m=0) io=100 l0=142 | 0.5ms avg=0.5ms +B2600: pg=737 mem=473(h=473,m=0) io=94 l0=170 | 0.5ms avg=0.5ms +B2700: pg=734 mem=504(h=504,m=0) io=83 l0=147 | 0.4ms avg=0.5ms +B2800: pg=739 mem=453(h=453,m=0) io=109 l0=177 | 0.6ms avg=0.5ms +B2900: pg=686 mem=443(h=443,m=0) io=83 l0=160 | 0.4ms avg=0.5ms +B3000: pg=689 mem=457(h=457,m=0) io=58 l0=174 | 0.3ms avg=0.5ms +B3100: pg=660 mem=423(h=423,m=0) io=92 l0=145 | 0.5ms avg=0.5ms +B3200: pg=753 mem=468(h=468,m=0) io=95 l0=190 | 0.5ms avg=0.5ms +B3300: pg=710 mem=449(h=449,m=0) io=102 l0=159 | 0.5ms avg=0.5ms +B3400: pg=711 mem=429(h=429,m=0) io=117 l0=165 | 0.6ms avg=0.5ms +B3500: pg=733 mem=458(h=458,m=0) io=112 l0=163 | 0.6ms avg=0.5ms +B3600: pg=693 mem=434(h=434,m=0) io=83 l0=176 | 0.4ms avg=0.5ms +B3700: pg=704 mem=436(h=436,m=0) io=89 l0=179 | 0.5ms avg=0.5ms +B3800: pg=741 mem=442(h=442,m=0) io=134 l0=165 | 0.7ms avg=0.5ms +B3900: pg=723 mem=454(h=454,m=0) io=99 l0=170 | 0.5ms avg=0.5ms +B4000: pg=695 mem=445(h=445,m=0) io=91 l0=159 | 0.5ms avg=0.5ms +B4100: pg=722 mem=439(h=439,m=0) io=120 l0=163 | 0.6ms avg=0.5ms +B4200: pg=753 mem=439(h=439,m=0) io=114 l0=200 | 0.6ms avg=0.5ms +B4300: pg=734 mem=461(h=461,m=0) io=102 l0=171 | 0.5ms avg=0.5ms +B4400: pg=702 mem=430(h=430,m=0) io=122 l0=150 | 0.6ms avg=0.5ms +B4500: pg=728 mem=462(h=462,m=0) io=105 l0=161 | 0.6ms avg=0.5ms +B4600: pg=721 mem=444(h=444,m=0) io=114 l0=163 | 0.6ms avg=0.5ms +B4700: pg=712 mem=422(h=422,m=0) io=93 l0=197 | 0.5ms avg=0.5ms +B4800: pg=730 mem=438(h=438,m=0) io=111 l0=181 | 0.6ms avg=0.5ms +B4900: pg=806 mem=436(h=436,m=0) io=138 l0=232 | 0.7ms avg=0.5ms +B5000: pg=719 mem=434(h=434,m=0) io=92 l0=193 | 0.5ms avg=0.5ms +B5100: pg=728 mem=431(h=431,m=0) io=132 l0=165 | 0.7ms avg=0.5ms +B5200: pg=709 mem=412(h=412,m=0) io=98 l0=199 | 0.5ms avg=0.5ms +B5300: pg=802 mem=446(h=446,m=0) io=138 l0=218 | 0.7ms avg=0.5ms +B5400: pg=718 mem=435(h=435,m=0) io=107 l0=176 | 0.6ms avg=0.5ms +B5500: pg=719 mem=429(h=429,m=0) io=105 l0=185 | 0.6ms avg=0.5ms +B5600: pg=699 mem=420(h=420,m=0) io=106 l0=173 | 0.6ms avg=0.5ms +B5700: pg=733 mem=447(h=447,m=0) io=94 l0=192 | 0.5ms avg=0.5ms +B5800: pg=740 mem=453(h=453,m=0) io=121 l0=166 | 0.6ms avg=0.5ms +B5900: pg=748 mem=414(h=414,m=0) io=122 l0=212 | 0.6ms avg=0.5ms +B6000: pg=709 mem=406(h=406,m=0) io=97 l0=206 | 0.5ms avg=0.5ms +B6100: pg=780 mem=428(h=428,m=0) io=147 l0=205 | 0.8ms avg=0.5ms +B6200: pg=805 mem=452(h=452,m=0) io=147 l0=206 | 0.8ms avg=0.5ms +B6300: pg=711 mem=407(h=407,m=0) io=101 l0=203 | 0.5ms avg=0.5ms +B6400: pg=725 mem=420(h=420,m=0) io=106 l0=199 | 0.6ms avg=0.5ms +B6500: pg=727 mem=421(h=421,m=0) io=123 l0=183 | 0.6ms avg=0.5ms +B6600: pg=730 mem=403(h=403,m=0) io=122 l0=205 | 0.6ms avg=0.5ms +B6700: pg=778 mem=437(h=437,m=0) io=137 l0=204 | 0.7ms avg=0.5ms +B6800: pg=757 mem=390(h=390,m=0) io=163 l0=204 | 0.8ms avg=0.5ms +B6900: pg=760 mem=402(h=402,m=0) io=146 l0=212 | 0.8ms avg=0.5ms +B7000: pg=752 mem=427(h=427,m=0) io=127 l0=198 | 0.6ms avg=0.5ms +B7100: pg=736 mem=421(h=421,m=0) io=118 l0=197 | 0.6ms avg=0.5ms +B7200: pg=734 mem=419(h=419,m=0) io=109 l0=206 | 0.6ms avg=0.5ms +B7300: pg=734 mem=416(h=416,m=0) io=123 l0=195 | 0.6ms avg=0.5ms +B7400: pg=759 mem=432(h=432,m=0) io=131 l0=196 | 0.7ms avg=0.5ms +B7500: pg=698 mem=437(h=437,m=0) io=78 l0=183 | 0.4ms avg=0.5ms +B7600: pg=701 mem=402(h=402,m=0) io=113 l0=186 | 0.6ms avg=0.5ms +B7700: pg=773 mem=436(h=436,m=0) io=138 l0=199 | 0.7ms avg=0.5ms +B7800: pg=673 mem=402(h=402,m=0) io=92 l0=179 | 0.5ms avg=0.5ms +B7900: pg=760 mem=392(h=392,m=0) io=147 l0=221 | 0.8ms avg=0.5ms +B8000: pg=764 mem=401(h=401,m=0) io=136 l0=227 | 0.7ms avg=0.5ms +B8100: pg=717 mem=383(h=383,m=0) io=138 l0=196 | 0.7ms avg=0.5ms +B8200: pg=763 mem=414(h=414,m=0) io=138 l0=211 | 0.7ms avg=0.5ms +B8300: pg=781 mem=414(h=414,m=0) io=175 l0=192 | 0.9ms avg=0.5ms +B8400: pg=734 mem=465(h=465,m=0) io=92 l0=177 | 0.5ms avg=0.5ms +B8500: pg=771 mem=416(h=416,m=0) io=142 l0=213 | 0.7ms avg=0.6ms +B8600: pg=759 mem=397(h=397,m=0) io=131 l0=231 | 0.7ms avg=0.6ms +B8700: pg=697 mem=400(h=400,m=0) io=100 l0=197 | 0.5ms avg=0.6ms +B8800: pg=722 mem=362(h=362,m=0) io=156 l0=204 | 0.8ms avg=0.6ms +B8900: pg=704 mem=403(h=403,m=0) io=107 l0=194 | 0.6ms avg=0.6ms +B9000: pg=690 mem=389(h=389,m=0) io=94 l0=207 | 0.5ms avg=0.6ms +B9100: pg=756 mem=415(h=415,m=0) io=125 l0=216 | 0.6ms avg=0.6ms +B9200: pg=769 mem=399(h=399,m=0) io=124 l0=246 | 0.6ms avg=0.6ms +B9300: pg=741 mem=400(h=400,m=0) io=111 l0=230 | 0.6ms avg=0.6ms +B9400: pg=767 mem=402(h=402,m=0) io=134 l0=231 | 0.7ms avg=0.6ms +B9500: pg=718 mem=368(h=368,m=0) io=121 l0=229 | 0.6ms avg=0.6ms +B9600: pg=760 mem=409(h=409,m=0) io=140 l0=211 | 0.7ms avg=0.6ms +B9700: pg=770 mem=416(h=416,m=0) io=135 l0=219 | 0.7ms avg=0.6ms +B9800: pg=761 mem=394(h=394,m=0) io=154 l0=213 | 0.8ms avg=0.6ms +B9900: pg=718 mem=384(h=384,m=0) io=114 l0=220 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5681 ms/batch +MEM: 4318998 (hit=4316069 miss=2929 rate=99.9%) +IO: 1049565 | L0: 1784729 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run3.log b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..1bed5954bc27fa895f10037047391da021f462dd --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w200/criteo_kaggle_a0.10_w200_20260501_022545_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.8ms avg=1.2ms +B 200: pg=668 mem=462(h=462,m=0) io=206 l0=0 | 1.0ms avg=1.3ms +B 300: pg=729 mem=477(h=477,m=0) io=94 l0=158 | 0.5ms avg=1.0ms +B 400: pg=706 mem=465(h=465,m=0) io=79 l0=162 | 0.4ms avg=0.9ms +B 500: pg=751 mem=492(h=492,m=0) io=100 l0=159 | 0.5ms avg=0.8ms +B 600: pg=700 mem=468(h=468,m=0) io=97 l0=135 | 0.5ms avg=0.7ms +B 700: pg=713 mem=439(h=439,m=0) io=98 l0=176 | 0.5ms avg=0.7ms +B 800: pg=679 mem=427(h=427,m=0) io=85 l0=167 | 0.4ms avg=0.7ms +B 900: pg=669 mem=439(h=439,m=0) io=79 l0=151 | 0.4ms avg=0.6ms +B1000: pg=685 mem=457(h=457,m=0) io=95 l0=133 | 0.5ms avg=0.6ms +B1100: pg=646 mem=419(h=419,m=0) io=100 l0=127 | 0.5ms avg=0.6ms +B1200: pg=664 mem=439(h=439,m=0) io=93 l0=132 | 0.5ms avg=0.6ms +B1300: pg=700 mem=460(h=460,m=0) io=90 l0=150 | 0.5ms avg=0.6ms +B1400: pg=749 mem=477(h=477,m=0) io=104 l0=168 | 0.5ms avg=0.6ms +B1500: pg=709 mem=469(h=469,m=0) io=86 l0=154 | 0.4ms avg=0.5ms +B1600: pg=690 mem=439(h=439,m=0) io=106 l0=145 | 0.6ms avg=0.5ms +B1700: pg=701 mem=468(h=468,m=0) io=72 l0=161 | 0.4ms avg=0.5ms +B1800: pg=673 mem=450(h=450,m=0) io=82 l0=141 | 0.4ms avg=0.5ms +B1900: pg=698 mem=474(h=474,m=0) io=72 l0=152 | 0.4ms avg=0.5ms +B2000: pg=706 mem=448(h=448,m=0) io=78 l0=180 | 0.4ms avg=0.5ms +B2100: pg=708 mem=454(h=454,m=0) io=86 l0=168 | 0.4ms avg=0.5ms +B2200: pg=751 mem=452(h=452,m=0) io=108 l0=191 | 0.6ms avg=0.5ms +B2300: pg=669 mem=464(h=464,m=0) io=65 l0=140 | 0.4ms avg=0.5ms +B2400: pg=702 mem=440(h=440,m=0) io=81 l0=181 | 0.4ms avg=0.5ms +B2500: pg=683 mem=448(h=448,m=0) io=101 l0=134 | 0.5ms avg=0.5ms +B2600: pg=737 mem=477(h=477,m=0) io=87 l0=173 | 0.4ms avg=0.5ms +B2700: pg=734 mem=507(h=507,m=0) io=77 l0=150 | 0.4ms avg=0.5ms +B2800: pg=739 mem=463(h=463,m=0) io=110 l0=166 | 0.6ms avg=0.5ms +B2900: pg=686 mem=445(h=445,m=0) io=86 l0=155 | 0.4ms avg=0.5ms +B3000: pg=689 mem=460(h=460,m=0) io=55 l0=174 | 0.3ms avg=0.5ms +B3100: pg=660 mem=428(h=428,m=0) io=88 l0=144 | 0.4ms avg=0.5ms +B3200: pg=753 mem=469(h=469,m=0) io=96 l0=188 | 0.5ms avg=0.5ms +B3300: pg=710 mem=451(h=451,m=0) io=108 l0=151 | 0.6ms avg=0.5ms +B3400: pg=711 mem=443(h=443,m=0) io=116 l0=152 | 0.6ms avg=0.5ms +B3500: pg=733 mem=463(h=463,m=0) io=108 l0=162 | 0.6ms avg=0.5ms +B3600: pg=693 mem=441(h=441,m=0) io=82 l0=170 | 0.4ms avg=0.5ms +B3700: pg=704 mem=449(h=449,m=0) io=82 l0=173 | 0.4ms avg=0.5ms +B3800: pg=741 mem=450(h=450,m=0) io=128 l0=163 | 0.6ms avg=0.5ms +B3900: pg=723 mem=458(h=457,m=1) io=98 l0=167 | 0.5ms avg=0.5ms +B4000: pg=695 mem=448(h=448,m=0) io=93 l0=154 | 0.5ms avg=0.5ms +B4100: pg=722 mem=442(h=442,m=0) io=120 l0=160 | 0.6ms avg=0.5ms +B4200: pg=753 mem=446(h=446,m=0) io=113 l0=194 | 0.6ms avg=0.5ms +B4300: pg=734 mem=465(h=465,m=0) io=99 l0=170 | 0.5ms avg=0.5ms +B4400: pg=702 mem=440(h=440,m=0) io=120 l0=142 | 0.6ms avg=0.5ms +B4500: pg=728 mem=467(h=467,m=0) io=99 l0=162 | 0.5ms avg=0.5ms +B4600: pg=721 mem=445(h=445,m=0) io=116 l0=160 | 0.6ms avg=0.5ms +B4700: pg=712 mem=430(h=430,m=0) io=92 l0=190 | 0.5ms avg=0.5ms +B4800: pg=730 mem=448(h=448,m=0) io=111 l0=171 | 0.6ms avg=0.5ms +B4900: pg=806 mem=441(h=441,m=0) io=138 l0=227 | 0.7ms avg=0.5ms +B5000: pg=719 mem=440(h=440,m=0) io=87 l0=192 | 0.4ms avg=0.5ms +B5100: pg=728 mem=429(h=429,m=0) io=127 l0=172 | 0.6ms avg=0.5ms +B5200: pg=709 mem=411(h=411,m=0) io=103 l0=195 | 0.5ms avg=0.5ms +B5300: pg=802 mem=443(h=443,m=0) io=137 l0=222 | 0.7ms avg=0.5ms +B5400: pg=718 mem=444(h=444,m=0) io=104 l0=170 | 0.5ms avg=0.5ms +B5500: pg=719 mem=429(h=429,m=0) io=105 l0=185 | 0.6ms avg=0.5ms +B5600: pg=699 mem=424(h=424,m=0) io=100 l0=175 | 0.5ms avg=0.5ms +B5700: pg=733 mem=458(h=458,m=0) io=91 l0=184 | 0.5ms avg=0.5ms +B5800: pg=740 mem=462(h=462,m=0) io=118 l0=160 | 0.6ms avg=0.5ms +B5900: pg=748 mem=415(h=415,m=0) io=128 l0=205 | 0.6ms avg=0.5ms +B6000: pg=709 mem=419(h=419,m=0) io=103 l0=187 | 0.5ms avg=0.5ms +B6100: pg=780 mem=431(h=431,m=0) io=145 l0=204 | 0.8ms avg=0.5ms +B6200: pg=805 mem=456(h=456,m=0) io=154 l0=195 | 0.8ms avg=0.5ms +B6300: pg=711 mem=414(h=414,m=0) io=104 l0=193 | 0.5ms avg=0.5ms +B6400: pg=725 mem=423(h=423,m=0) io=104 l0=198 | 0.5ms avg=0.5ms +B6500: pg=727 mem=423(h=423,m=0) io=122 l0=182 | 0.6ms avg=0.5ms +B6600: pg=730 mem=413(h=413,m=0) io=124 l0=193 | 0.6ms avg=0.5ms +B6700: pg=778 mem=438(h=438,m=0) io=142 l0=198 | 0.7ms avg=0.5ms +B6800: pg=757 mem=401(h=401,m=0) io=167 l0=189 | 0.8ms avg=0.5ms +B6900: pg=760 mem=411(h=411,m=0) io=146 l0=203 | 0.8ms avg=0.5ms +B7000: pg=752 mem=435(h=435,m=0) io=129 l0=188 | 0.7ms avg=0.5ms +B7100: pg=736 mem=426(h=426,m=0) io=115 l0=195 | 0.6ms avg=0.5ms +B7200: pg=734 mem=429(h=429,m=0) io=106 l0=199 | 0.6ms avg=0.5ms +B7300: pg=734 mem=411(h=411,m=0) io=126 l0=197 | 0.6ms avg=0.5ms +B7400: pg=759 mem=437(h=437,m=0) io=130 l0=192 | 0.7ms avg=0.5ms +B7500: pg=698 mem=428(h=428,m=0) io=80 l0=190 | 0.4ms avg=0.5ms +B7600: pg=701 mem=404(h=404,m=0) io=116 l0=181 | 0.6ms avg=0.5ms +B7700: pg=773 mem=442(h=442,m=0) io=132 l0=199 | 0.7ms avg=0.5ms +B7800: pg=673 mem=403(h=403,m=0) io=91 l0=179 | 0.5ms avg=0.5ms +B7900: pg=760 mem=403(h=403,m=0) io=146 l0=211 | 0.8ms avg=0.5ms +B8000: pg=764 mem=405(h=405,m=0) io=140 l0=219 | 0.7ms avg=0.5ms +B8100: pg=717 mem=389(h=389,m=0) io=139 l0=189 | 0.7ms avg=0.5ms +B8200: pg=763 mem=409(h=409,m=0) io=143 l0=211 | 0.7ms avg=0.5ms +B8300: pg=781 mem=408(h=408,m=0) io=177 l0=196 | 0.9ms avg=0.5ms +B8400: pg=734 mem=467(h=467,m=0) io=92 l0=175 | 0.5ms avg=0.6ms +B8500: pg=771 mem=427(h=427,m=0) io=144 l0=200 | 0.7ms avg=0.6ms +B8600: pg=759 mem=403(h=403,m=0) io=129 l0=227 | 0.7ms avg=0.6ms +B8700: pg=697 mem=404(h=404,m=0) io=102 l0=191 | 0.5ms avg=0.6ms +B8800: pg=722 mem=361(h=361,m=0) io=162 l0=199 | 0.8ms avg=0.6ms +B8900: pg=704 mem=397(h=397,m=0) io=108 l0=199 | 0.6ms avg=0.6ms +B9000: pg=690 mem=388(h=388,m=0) io=92 l0=210 | 0.5ms avg=0.6ms +B9100: pg=756 mem=420(h=420,m=0) io=125 l0=211 | 0.6ms avg=0.6ms +B9200: pg=769 mem=412(h=412,m=0) io=132 l0=225 | 0.7ms avg=0.6ms +B9300: pg=741 mem=417(h=417,m=0) io=114 l0=210 | 0.6ms avg=0.6ms +B9400: pg=767 mem=403(h=403,m=0) io=139 l0=225 | 0.7ms avg=0.6ms +B9500: pg=718 mem=381(h=381,m=0) io=120 l0=217 | 0.6ms avg=0.6ms +B9600: pg=760 mem=417(h=417,m=0) io=135 l0=208 | 0.7ms avg=0.6ms +B9700: pg=770 mem=416(h=416,m=0) io=126 l0=228 | 0.6ms avg=0.6ms +B9800: pg=761 mem=391(h=391,m=0) io=154 l0=216 | 0.8ms avg=0.6ms +B9900: pg=718 mem=394(h=394,m=0) io=110 l0=214 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5684 ms/batch +MEM: 4355307 (hit=4352365 miss=2942 rate=99.9%) +IO: 1050527 | L0: 1747458 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503.csv b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7083743a0fcd61f413ff1cd974c58b62bf8be67 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5987,100.0,2594667,1149264,3409361,10000,0.10,50,252,6451 +2,0.5976,100.0,2531424,1151801,3470067,10000,0.10,50,252,6451 +3,0.5963,100.0,2567228,1149994,3436070,10000,0.10,50,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run1.log b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..398555f9909301411f75c2882d57eb6729a8601e --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=306(h=306,m=0) io=80 l0=318 | 0.4ms avg=1.0ms +B 200: pg=668 mem=301(h=301,m=0) io=69 l0=298 | 0.4ms avg=0.7ms +B 300: pg=729 mem=303(h=303,m=0) io=102 l0=324 | 0.5ms avg=0.6ms +B 400: pg=706 mem=270(h=270,m=0) io=88 l0=348 | 0.4ms avg=0.6ms +B 500: pg=751 mem=294(h=294,m=0) io=106 l0=351 | 0.6ms avg=0.5ms +B 600: pg=700 mem=298(h=298,m=0) io=100 l0=302 | 0.5ms avg=0.5ms +B 700: pg=713 mem=273(h=273,m=0) io=115 l0=325 | 0.6ms avg=0.5ms +B 800: pg=679 mem=254(h=254,m=0) io=98 l0=327 | 0.5ms avg=0.5ms +B 900: pg=669 mem=284(h=284,m=0) io=85 l0=300 | 0.4ms avg=0.5ms +B1000: pg=685 mem=291(h=291,m=0) io=98 l0=296 | 0.5ms avg=0.5ms +B1100: pg=646 mem=258(h=258,m=0) io=112 l0=276 | 0.6ms avg=0.5ms +B1200: pg=664 mem=257(h=257,m=0) io=100 l0=307 | 0.5ms avg=0.5ms +B1300: pg=700 mem=280(h=280,m=0) io=100 l0=320 | 0.5ms avg=0.5ms +B1400: pg=749 mem=270(h=270,m=0) io=114 l0=365 | 0.6ms avg=0.5ms +B1500: pg=709 mem=287(h=286,m=1) io=88 l0=334 | 0.4ms avg=0.5ms +B1600: pg=690 mem=271(h=271,m=0) io=117 l0=302 | 0.6ms avg=0.5ms +B1700: pg=701 mem=285(h=285,m=0) io=78 l0=338 | 0.4ms avg=0.5ms +B1800: pg=673 mem=272(h=272,m=0) io=97 l0=304 | 0.5ms avg=0.5ms +B1900: pg=698 mem=282(h=282,m=0) io=80 l0=336 | 0.4ms avg=0.5ms +B2000: pg=706 mem=269(h=269,m=0) io=92 l0=345 | 0.5ms avg=0.5ms +B2100: pg=708 mem=275(h=275,m=0) io=99 l0=334 | 0.5ms avg=0.5ms +B2200: pg=751 mem=265(h=265,m=0) io=117 l0=369 | 0.6ms avg=0.5ms +B2300: pg=669 mem=264(h=264,m=0) io=74 l0=331 | 0.4ms avg=0.5ms +B2400: pg=702 mem=264(h=264,m=0) io=87 l0=351 | 0.4ms avg=0.5ms +B2500: pg=683 mem=271(h=271,m=0) io=112 l0=300 | 0.6ms avg=0.5ms +B2600: pg=737 mem=276(h=276,m=0) io=104 l0=357 | 0.5ms avg=0.5ms +B2700: pg=734 mem=279(h=279,m=0) io=88 l0=367 | 0.4ms avg=0.5ms +B2800: pg=739 mem=264(h=264,m=0) io=123 l0=352 | 0.6ms avg=0.5ms +B2900: pg=686 mem=269(h=269,m=0) io=93 l0=324 | 0.5ms avg=0.5ms +B3000: pg=689 mem=269(h=269,m=0) io=69 l0=351 | 0.4ms avg=0.5ms +B3100: pg=660 mem=268(h=268,m=0) io=94 l0=298 | 0.5ms avg=0.5ms +B3200: pg=753 mem=271(h=271,m=0) io=101 l0=381 | 0.5ms avg=0.5ms +B3300: pg=710 mem=278(h=278,m=0) io=110 l0=322 | 0.6ms avg=0.5ms +B3400: pg=711 mem=258(h=258,m=0) io=123 l0=330 | 0.6ms avg=0.5ms +B3500: pg=733 mem=278(h=278,m=0) io=111 l0=344 | 0.6ms avg=0.5ms +B3600: pg=693 mem=283(h=283,m=0) io=88 l0=322 | 0.4ms avg=0.5ms +B3700: pg=704 mem=280(h=280,m=0) io=94 l0=330 | 0.5ms avg=0.5ms +B3800: pg=741 mem=282(h=282,m=0) io=134 l0=325 | 0.7ms avg=0.5ms +B3900: pg=723 mem=266(h=266,m=0) io=109 l0=348 | 0.6ms avg=0.5ms +B4000: pg=695 mem=266(h=266,m=0) io=98 l0=331 | 0.5ms avg=0.5ms +B4100: pg=722 mem=262(h=262,m=0) io=129 l0=331 | 0.7ms avg=0.5ms +B4200: pg=753 mem=263(h=263,m=0) io=127 l0=363 | 0.6ms avg=0.5ms +B4300: pg=734 mem=254(h=254,m=0) io=115 l0=365 | 0.6ms avg=0.5ms +B4400: pg=702 mem=258(h=258,m=0) io=131 l0=313 | 0.7ms avg=0.5ms +B4500: pg=728 mem=276(h=276,m=0) io=106 l0=346 | 0.6ms avg=0.5ms +B4600: pg=721 mem=253(h=253,m=0) io=123 l0=345 | 0.6ms avg=0.5ms +B4700: pg=712 mem=264(h=264,m=0) io=102 l0=346 | 0.5ms avg=0.5ms +B4800: pg=730 mem=255(h=255,m=0) io=122 l0=353 | 0.6ms avg=0.5ms +B4900: pg=806 mem=255(h=255,m=0) io=155 l0=396 | 0.8ms avg=0.5ms +B5000: pg=719 mem=261(h=261,m=0) io=108 l0=350 | 0.6ms avg=0.5ms +B5100: pg=728 mem=244(h=244,m=0) io=135 l0=349 | 0.7ms avg=0.5ms +B5200: pg=709 mem=261(h=261,m=0) io=115 l0=333 | 0.6ms avg=0.5ms +B5300: pg=802 mem=264(h=264,m=0) io=155 l0=383 | 0.8ms avg=0.5ms +B5400: pg=718 mem=269(h=269,m=0) io=113 l0=336 | 0.6ms avg=0.5ms +B5500: pg=719 mem=265(h=265,m=0) io=116 l0=338 | 0.6ms avg=0.5ms +B5600: pg=699 mem=263(h=263,m=0) io=107 l0=329 | 0.6ms avg=0.5ms +B5700: pg=733 mem=267(h=267,m=0) io=104 l0=362 | 0.5ms avg=0.5ms +B5800: pg=740 mem=270(h=270,m=0) io=126 l0=344 | 0.6ms avg=0.5ms +B5900: pg=748 mem=249(h=249,m=0) io=131 l0=368 | 0.7ms avg=0.5ms +B6000: pg=709 mem=262(h=262,m=0) io=109 l0=338 | 0.6ms avg=0.5ms +B6100: pg=780 mem=263(h=263,m=0) io=149 l0=368 | 0.8ms avg=0.5ms +B6200: pg=805 mem=238(h=238,m=0) io=161 l0=406 | 0.8ms avg=0.5ms +B6300: pg=711 mem=256(h=256,m=0) io=109 l0=346 | 0.6ms avg=0.5ms +B6400: pg=725 mem=252(h=252,m=0) io=120 l0=353 | 0.6ms avg=0.5ms +B6500: pg=727 mem=237(h=237,m=0) io=132 l0=358 | 0.7ms avg=0.5ms +B6600: pg=730 mem=242(h=242,m=0) io=131 l0=357 | 0.7ms avg=0.5ms +B6700: pg=778 mem=250(h=250,m=0) io=142 l0=386 | 0.7ms avg=0.6ms +B6800: pg=757 mem=246(h=246,m=0) io=181 l0=330 | 0.9ms avg=0.6ms +B6900: pg=760 mem=249(h=249,m=0) io=152 l0=359 | 0.8ms avg=0.6ms +B7000: pg=752 mem=259(h=259,m=0) io=141 l0=352 | 0.7ms avg=0.6ms +B7100: pg=736 mem=258(h=258,m=0) io=128 l0=350 | 0.6ms avg=0.6ms +B7200: pg=734 mem=242(h=242,m=0) io=115 l0=377 | 0.6ms avg=0.6ms +B7300: pg=734 mem=243(h=243,m=0) io=123 l0=368 | 0.6ms avg=0.6ms +B7400: pg=759 mem=242(h=242,m=0) io=146 l0=371 | 0.8ms avg=0.6ms +B7500: pg=698 mem=241(h=241,m=0) io=84 l0=373 | 0.4ms avg=0.6ms +B7600: pg=701 mem=247(h=247,m=0) io=127 l0=327 | 0.6ms avg=0.6ms +B7700: pg=773 mem=243(h=243,m=0) io=144 l0=386 | 0.7ms avg=0.6ms +B7800: pg=673 mem=225(h=225,m=0) io=103 l0=345 | 0.5ms avg=0.6ms +B7900: pg=760 mem=234(h=234,m=0) io=154 l0=372 | 0.8ms avg=0.6ms +B8000: pg=764 mem=236(h=236,m=0) io=145 l0=383 | 0.8ms avg=0.6ms +B8100: pg=717 mem=249(h=249,m=0) io=145 l0=323 | 0.8ms avg=0.6ms +B8200: pg=763 mem=259(h=259,m=0) io=151 l0=353 | 0.8ms avg=0.6ms +B8300: pg=781 mem=249(h=249,m=0) io=184 l0=348 | 0.9ms avg=0.6ms +B8400: pg=734 mem=245(h=245,m=0) io=94 l0=395 | 0.5ms avg=0.6ms +B8500: pg=771 mem=245(h=245,m=0) io=153 l0=373 | 0.8ms avg=0.6ms +B8600: pg=759 mem=238(h=238,m=0) io=141 l0=380 | 0.7ms avg=0.6ms +B8700: pg=697 mem=223(h=223,m=0) io=103 l0=371 | 0.5ms avg=0.6ms +B8800: pg=722 mem=239(h=239,m=0) io=162 l0=321 | 0.8ms avg=0.6ms +B8900: pg=704 mem=238(h=238,m=0) io=129 l0=337 | 0.7ms avg=0.6ms +B9000: pg=690 mem=225(h=225,m=0) io=109 l0=356 | 0.6ms avg=0.6ms +B9100: pg=756 mem=230(h=230,m=0) io=129 l0=397 | 0.7ms avg=0.6ms +B9200: pg=769 mem=231(h=231,m=0) io=144 l0=394 | 0.7ms avg=0.6ms +B9300: pg=741 mem=241(h=241,m=0) io=122 l0=378 | 0.6ms avg=0.6ms +B9400: pg=767 mem=241(h=241,m=0) io=153 l0=373 | 0.8ms avg=0.6ms +B9500: pg=718 mem=230(h=230,m=0) io=125 l0=363 | 0.6ms avg=0.6ms +B9600: pg=760 mem=229(h=229,m=0) io=144 l0=387 | 0.7ms avg=0.6ms +B9700: pg=770 mem=221(h=221,m=0) io=139 l0=410 | 0.7ms avg=0.6ms +B9800: pg=761 mem=239(h=239,m=0) io=168 l0=354 | 0.8ms avg=0.6ms +B9900: pg=718 mem=232(h=232,m=0) io=121 l0=365 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5987 ms/batch +MEM: 2594667 (hit=2593810 miss=857 rate=100.0%) +IO: 1149264 | L0: 3409361 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run2.log b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..dc42b04c7b79ca3d2325797043a00604cb7ebecb --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=306(h=306,m=0) io=80 l0=318 | 0.4ms avg=0.8ms +B 200: pg=668 mem=301(h=301,m=0) io=69 l0=298 | 0.4ms avg=0.6ms +B 300: pg=729 mem=302(h=302,m=0) io=102 l0=325 | 0.5ms avg=0.5ms +B 400: pg=706 mem=273(h=273,m=0) io=87 l0=346 | 0.4ms avg=0.5ms +B 500: pg=751 mem=297(h=297,m=0) io=105 l0=349 | 0.6ms avg=0.5ms +B 600: pg=700 mem=297(h=297,m=0) io=102 l0=301 | 0.5ms avg=0.5ms +B 700: pg=713 mem=272(h=272,m=0) io=114 l0=327 | 0.6ms avg=0.5ms +B 800: pg=679 mem=254(h=254,m=0) io=98 l0=327 | 0.5ms avg=0.5ms +B 900: pg=669 mem=282(h=282,m=0) io=85 l0=302 | 0.4ms avg=0.5ms +B1000: pg=685 mem=287(h=287,m=0) io=97 l0=301 | 0.5ms avg=0.5ms +B1100: pg=646 mem=258(h=258,m=0) io=109 l0=279 | 0.6ms avg=0.5ms +B1200: pg=664 mem=255(h=255,m=0) io=99 l0=310 | 0.5ms avg=0.5ms +B1300: pg=700 mem=279(h=279,m=0) io=100 l0=321 | 0.5ms avg=0.5ms +B1400: pg=749 mem=270(h=270,m=0) io=113 l0=366 | 0.6ms avg=0.5ms +B1500: pg=709 mem=287(h=287,m=0) io=94 l0=328 | 0.5ms avg=0.5ms +B1600: pg=690 mem=270(h=270,m=0) io=119 l0=301 | 0.6ms avg=0.5ms +B1700: pg=701 mem=282(h=282,m=0) io=81 l0=338 | 0.4ms avg=0.5ms +B1800: pg=673 mem=271(h=271,m=0) io=97 l0=305 | 0.5ms avg=0.5ms +B1900: pg=698 mem=281(h=281,m=0) io=78 l0=339 | 0.4ms avg=0.5ms +B2000: pg=706 mem=266(h=266,m=0) io=94 l0=346 | 0.5ms avg=0.5ms +B2100: pg=708 mem=274(h=274,m=0) io=102 l0=332 | 0.5ms avg=0.5ms +B2200: pg=751 mem=273(h=273,m=0) io=119 l0=359 | 0.6ms avg=0.5ms +B2300: pg=669 mem=266(h=266,m=0) io=75 l0=328 | 0.4ms avg=0.5ms +B2400: pg=702 mem=263(h=263,m=0) io=94 l0=345 | 0.5ms avg=0.5ms +B2500: pg=683 mem=270(h=270,m=0) io=113 l0=300 | 0.6ms avg=0.5ms +B2600: pg=737 mem=272(h=272,m=0) io=103 l0=362 | 0.5ms avg=0.5ms +B2700: pg=734 mem=276(h=276,m=0) io=88 l0=370 | 0.4ms avg=0.5ms +B2800: pg=739 mem=262(h=262,m=0) io=125 l0=352 | 0.6ms avg=0.5ms +B2900: pg=686 mem=264(h=264,m=0) io=97 l0=325 | 0.5ms avg=0.5ms +B3000: pg=689 mem=266(h=266,m=0) io=67 l0=356 | 0.4ms avg=0.5ms +B3100: pg=660 mem=263(h=263,m=0) io=95 l0=302 | 0.5ms avg=0.5ms +B3200: pg=753 mem=263(h=263,m=0) io=104 l0=386 | 0.5ms avg=0.5ms +B3300: pg=710 mem=273(h=273,m=0) io=112 l0=325 | 0.6ms avg=0.5ms +B3400: pg=711 mem=250(h=250,m=0) io=123 l0=338 | 0.6ms avg=0.5ms +B3500: pg=733 mem=270(h=270,m=0) io=114 l0=349 | 0.6ms avg=0.5ms +B3600: pg=693 mem=272(h=272,m=0) io=85 l0=336 | 0.4ms avg=0.5ms +B3700: pg=704 mem=270(h=270,m=0) io=94 l0=340 | 0.5ms avg=0.5ms +B3800: pg=741 mem=274(h=274,m=0) io=132 l0=335 | 0.7ms avg=0.5ms +B3900: pg=723 mem=258(h=258,m=0) io=112 l0=353 | 0.6ms avg=0.5ms +B4000: pg=695 mem=260(h=260,m=0) io=96 l0=339 | 0.5ms avg=0.5ms +B4100: pg=722 mem=254(h=254,m=0) io=131 l0=337 | 0.7ms avg=0.5ms +B4200: pg=753 mem=261(h=261,m=0) io=129 l0=363 | 0.7ms avg=0.5ms +B4300: pg=734 mem=246(h=246,m=0) io=115 l0=373 | 0.6ms avg=0.5ms +B4400: pg=702 mem=247(h=247,m=0) io=132 l0=323 | 0.7ms avg=0.5ms +B4500: pg=728 mem=268(h=268,m=0) io=112 l0=348 | 0.6ms avg=0.5ms +B4600: pg=721 mem=254(h=254,m=0) io=121 l0=346 | 0.6ms avg=0.5ms +B4700: pg=712 mem=257(h=257,m=0) io=100 l0=355 | 0.5ms avg=0.5ms +B4800: pg=730 mem=241(h=241,m=0) io=119 l0=370 | 0.6ms avg=0.5ms +B4900: pg=806 mem=245(h=245,m=0) io=146 l0=415 | 0.8ms avg=0.5ms +B5000: pg=719 mem=256(h=256,m=0) io=100 l0=363 | 0.5ms avg=0.5ms +B5100: pg=728 mem=237(h=237,m=0) io=136 l0=355 | 0.7ms avg=0.5ms +B5200: pg=709 mem=249(h=249,m=0) io=113 l0=347 | 0.6ms avg=0.5ms +B5300: pg=802 mem=257(h=257,m=0) io=149 l0=396 | 0.8ms avg=0.5ms +B5400: pg=718 mem=258(h=258,m=0) io=113 l0=347 | 0.6ms avg=0.5ms +B5500: pg=719 mem=246(h=246,m=0) io=111 l0=362 | 0.6ms avg=0.5ms +B5600: pg=699 mem=251(h=251,m=0) io=110 l0=338 | 0.6ms avg=0.5ms +B5700: pg=733 mem=255(h=255,m=0) io=107 l0=371 | 0.6ms avg=0.5ms +B5800: pg=740 mem=255(h=255,m=0) io=124 l0=361 | 0.6ms avg=0.5ms +B5900: pg=748 mem=230(h=230,m=0) io=134 l0=384 | 0.7ms avg=0.5ms +B6000: pg=709 mem=246(h=246,m=0) io=107 l0=356 | 0.6ms avg=0.5ms +B6100: pg=780 mem=248(h=248,m=0) io=148 l0=384 | 0.8ms avg=0.5ms +B6200: pg=805 mem=236(h=236,m=0) io=156 l0=413 | 0.8ms avg=0.5ms +B6300: pg=711 mem=246(h=246,m=0) io=110 l0=355 | 0.6ms avg=0.5ms +B6400: pg=725 mem=247(h=247,m=0) io=108 l0=370 | 0.6ms avg=0.5ms +B6500: pg=727 mem=230(h=230,m=0) io=134 l0=363 | 0.7ms avg=0.5ms +B6600: pg=730 mem=232(h=232,m=0) io=135 l0=363 | 0.7ms avg=0.5ms +B6700: pg=778 mem=240(h=240,m=0) io=142 l0=396 | 0.7ms avg=0.5ms +B6800: pg=757 mem=236(h=236,m=0) io=177 l0=344 | 0.9ms avg=0.5ms +B6900: pg=760 mem=241(h=241,m=0) io=151 l0=368 | 0.8ms avg=0.6ms +B7000: pg=752 mem=243(h=243,m=0) io=135 l0=374 | 0.7ms avg=0.6ms +B7100: pg=736 mem=250(h=250,m=0) io=126 l0=360 | 0.6ms avg=0.6ms +B7200: pg=734 mem=231(h=231,m=0) io=118 l0=385 | 0.6ms avg=0.6ms +B7300: pg=734 mem=232(h=232,m=0) io=127 l0=375 | 0.6ms avg=0.6ms +B7400: pg=759 mem=235(h=235,m=0) io=142 l0=382 | 0.7ms avg=0.6ms +B7500: pg=698 mem=228(h=228,m=0) io=86 l0=384 | 0.4ms avg=0.6ms +B7600: pg=701 mem=240(h=240,m=0) io=126 l0=335 | 0.6ms avg=0.6ms +B7700: pg=773 mem=241(h=241,m=0) io=147 l0=385 | 0.8ms avg=0.6ms +B7800: pg=673 mem=219(h=219,m=0) io=97 l0=357 | 0.5ms avg=0.6ms +B7900: pg=760 mem=217(h=217,m=0) io=156 l0=387 | 0.8ms avg=0.6ms +B8000: pg=764 mem=226(h=226,m=0) io=145 l0=393 | 0.8ms avg=0.6ms +B8100: pg=717 mem=232(h=232,m=0) io=148 l0=337 | 0.8ms avg=0.6ms +B8200: pg=763 mem=248(h=248,m=0) io=150 l0=365 | 0.8ms avg=0.6ms +B8300: pg=781 mem=242(h=242,m=0) io=184 l0=355 | 0.9ms avg=0.6ms +B8400: pg=734 mem=246(h=246,m=0) io=99 l0=389 | 0.5ms avg=0.6ms +B8500: pg=771 mem=238(h=238,m=0) io=148 l0=385 | 0.8ms avg=0.6ms +B8600: pg=759 mem=233(h=233,m=0) io=136 l0=390 | 0.7ms avg=0.6ms +B8700: pg=697 mem=215(h=215,m=0) io=111 l0=371 | 0.6ms avg=0.6ms +B8800: pg=722 mem=231(h=231,m=0) io=169 l0=322 | 0.9ms avg=0.6ms +B8900: pg=704 mem=229(h=229,m=0) io=125 l0=350 | 0.6ms avg=0.6ms +B9000: pg=690 mem=217(h=217,m=0) io=104 l0=369 | 0.5ms avg=0.6ms +B9100: pg=756 mem=229(h=229,m=0) io=131 l0=396 | 0.7ms avg=0.6ms +B9200: pg=769 mem=227(h=227,m=0) io=140 l0=402 | 0.7ms avg=0.6ms +B9300: pg=741 mem=237(h=237,m=0) io=123 l0=381 | 0.6ms avg=0.6ms +B9400: pg=767 mem=230(h=230,m=0) io=150 l0=387 | 0.8ms avg=0.6ms +B9500: pg=718 mem=224(h=224,m=0) io=130 l0=364 | 0.7ms avg=0.6ms +B9600: pg=760 mem=234(h=234,m=0) io=144 l0=382 | 0.7ms avg=0.6ms +B9700: pg=770 mem=219(h=219,m=0) io=141 l0=410 | 0.7ms avg=0.6ms +B9800: pg=761 mem=231(h=231,m=0) io=160 l0=370 | 0.8ms avg=0.6ms +B9900: pg=718 mem=218(h=218,m=0) io=123 l0=377 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5976 ms/batch +MEM: 2531424 (hit=2530818 miss=606 rate=100.0%) +IO: 1151801 | L0: 3470067 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run3.log b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..8233f9b961771a1be42eb9f9aa12be345cd3b1fd --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w50/criteo_kaggle_a0.10_w50_20260501_022503_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=455,m=36) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=306(h=306,m=0) io=80 l0=318 | 0.4ms avg=0.7ms +B 200: pg=668 mem=301(h=301,m=0) io=69 l0=298 | 0.4ms avg=0.6ms +B 300: pg=729 mem=303(h=303,m=0) io=104 l0=322 | 0.5ms avg=0.5ms +B 400: pg=706 mem=272(h=272,m=0) io=88 l0=346 | 0.4ms avg=0.5ms +B 500: pg=751 mem=295(h=295,m=0) io=105 l0=351 | 0.6ms avg=0.5ms +B 600: pg=700 mem=299(h=299,m=0) io=104 l0=297 | 0.5ms avg=0.5ms +B 700: pg=713 mem=274(h=274,m=0) io=114 l0=325 | 0.6ms avg=0.5ms +B 800: pg=679 mem=257(h=257,m=0) io=96 l0=326 | 0.5ms avg=0.5ms +B 900: pg=669 mem=286(h=286,m=0) io=86 l0=297 | 0.4ms avg=0.5ms +B1000: pg=685 mem=293(h=293,m=0) io=95 l0=297 | 0.5ms avg=0.5ms +B1100: pg=646 mem=262(h=262,m=0) io=108 l0=276 | 0.6ms avg=0.5ms +B1200: pg=664 mem=261(h=261,m=0) io=100 l0=303 | 0.5ms avg=0.5ms +B1300: pg=700 mem=280(h=280,m=0) io=100 l0=320 | 0.5ms avg=0.5ms +B1400: pg=749 mem=273(h=273,m=0) io=117 l0=359 | 0.6ms avg=0.5ms +B1500: pg=709 mem=286(h=286,m=0) io=91 l0=332 | 0.5ms avg=0.5ms +B1600: pg=690 mem=272(h=272,m=0) io=117 l0=301 | 0.6ms avg=0.5ms +B1700: pg=701 mem=287(h=287,m=0) io=85 l0=329 | 0.4ms avg=0.5ms +B1800: pg=673 mem=272(h=272,m=0) io=103 l0=298 | 0.5ms avg=0.5ms +B1900: pg=698 mem=285(h=285,m=0) io=81 l0=332 | 0.4ms avg=0.5ms +B2000: pg=706 mem=272(h=272,m=0) io=97 l0=337 | 0.5ms avg=0.5ms +B2100: pg=708 mem=276(h=276,m=0) io=98 l0=334 | 0.5ms avg=0.5ms +B2200: pg=751 mem=276(h=276,m=0) io=119 l0=356 | 0.6ms avg=0.5ms +B2300: pg=669 mem=265(h=265,m=0) io=75 l0=329 | 0.4ms avg=0.5ms +B2400: pg=702 mem=266(h=266,m=0) io=92 l0=344 | 0.5ms avg=0.5ms +B2500: pg=683 mem=275(h=275,m=0) io=113 l0=295 | 0.6ms avg=0.5ms +B2600: pg=737 mem=279(h=279,m=0) io=104 l0=354 | 0.5ms avg=0.5ms +B2700: pg=734 mem=279(h=279,m=0) io=91 l0=364 | 0.5ms avg=0.5ms +B2800: pg=739 mem=270(h=270,m=0) io=127 l0=342 | 0.6ms avg=0.5ms +B2900: pg=686 mem=272(h=272,m=0) io=88 l0=326 | 0.4ms avg=0.5ms +B3000: pg=689 mem=275(h=275,m=0) io=63 l0=351 | 0.3ms avg=0.5ms +B3100: pg=660 mem=274(h=274,m=0) io=95 l0=291 | 0.5ms avg=0.5ms +B3200: pg=753 mem=273(h=273,m=0) io=101 l0=379 | 0.5ms avg=0.5ms +B3300: pg=710 mem=286(h=286,m=0) io=113 l0=311 | 0.6ms avg=0.5ms +B3400: pg=711 mem=261(h=261,m=0) io=122 l0=328 | 0.6ms avg=0.5ms +B3500: pg=733 mem=276(h=276,m=0) io=115 l0=342 | 0.6ms avg=0.5ms +B3600: pg=693 mem=279(h=279,m=0) io=87 l0=327 | 0.4ms avg=0.5ms +B3700: pg=704 mem=272(h=272,m=0) io=96 l0=336 | 0.5ms avg=0.5ms +B3800: pg=741 mem=284(h=284,m=0) io=133 l0=324 | 0.7ms avg=0.5ms +B3900: pg=723 mem=267(h=267,m=0) io=107 l0=349 | 0.6ms avg=0.5ms +B4000: pg=695 mem=264(h=264,m=0) io=96 l0=335 | 0.5ms avg=0.5ms +B4100: pg=722 mem=260(h=260,m=0) io=130 l0=332 | 0.7ms avg=0.5ms +B4200: pg=753 mem=261(h=261,m=0) io=126 l0=366 | 0.6ms avg=0.5ms +B4300: pg=734 mem=257(h=257,m=0) io=120 l0=357 | 0.6ms avg=0.5ms +B4400: pg=702 mem=256(h=256,m=0) io=127 l0=319 | 0.6ms avg=0.5ms +B4500: pg=728 mem=278(h=278,m=0) io=112 l0=338 | 0.6ms avg=0.5ms +B4600: pg=721 mem=255(h=255,m=0) io=117 l0=349 | 0.6ms avg=0.5ms +B4700: pg=712 mem=263(h=263,m=0) io=103 l0=346 | 0.5ms avg=0.5ms +B4800: pg=730 mem=247(h=247,m=0) io=116 l0=367 | 0.6ms avg=0.5ms +B4900: pg=806 mem=252(h=252,m=0) io=158 l0=396 | 0.8ms avg=0.5ms +B5000: pg=719 mem=258(h=258,m=0) io=106 l0=355 | 0.6ms avg=0.5ms +B5100: pg=728 mem=244(h=244,m=0) io=137 l0=347 | 0.7ms avg=0.5ms +B5200: pg=709 mem=251(h=251,m=0) io=113 l0=345 | 0.6ms avg=0.5ms +B5300: pg=802 mem=258(h=258,m=0) io=146 l0=398 | 0.8ms avg=0.5ms +B5400: pg=718 mem=267(h=267,m=0) io=113 l0=338 | 0.6ms avg=0.5ms +B5500: pg=719 mem=254(h=254,m=0) io=113 l0=352 | 0.6ms avg=0.5ms +B5600: pg=699 mem=257(h=257,m=0) io=106 l0=336 | 0.6ms avg=0.5ms +B5700: pg=733 mem=256(h=256,m=0) io=104 l0=373 | 0.5ms avg=0.5ms +B5800: pg=740 mem=261(h=261,m=0) io=124 l0=355 | 0.6ms avg=0.5ms +B5900: pg=748 mem=244(h=244,m=0) io=128 l0=376 | 0.6ms avg=0.5ms +B6000: pg=709 mem=251(h=251,m=0) io=112 l0=346 | 0.6ms avg=0.5ms +B6100: pg=780 mem=249(h=249,m=0) io=147 l0=384 | 0.8ms avg=0.5ms +B6200: pg=805 mem=238(h=238,m=0) io=159 l0=408 | 0.8ms avg=0.5ms +B6300: pg=711 mem=244(h=244,m=0) io=115 l0=352 | 0.6ms avg=0.5ms +B6400: pg=725 mem=244(h=244,m=0) io=115 l0=366 | 0.6ms avg=0.5ms +B6500: pg=727 mem=233(h=233,m=0) io=134 l0=360 | 0.7ms avg=0.5ms +B6600: pg=730 mem=236(h=236,m=0) io=136 l0=358 | 0.7ms avg=0.5ms +B6700: pg=778 mem=240(h=240,m=0) io=141 l0=397 | 0.7ms avg=0.5ms +B6800: pg=757 mem=232(h=232,m=0) io=178 l0=347 | 0.9ms avg=0.5ms +B6900: pg=760 mem=240(h=240,m=0) io=149 l0=371 | 0.8ms avg=0.6ms +B7000: pg=752 mem=246(h=246,m=0) io=139 l0=367 | 0.7ms avg=0.6ms +B7100: pg=736 mem=239(h=239,m=0) io=124 l0=373 | 0.6ms avg=0.6ms +B7200: pg=734 mem=237(h=237,m=0) io=111 l0=386 | 0.6ms avg=0.6ms +B7300: pg=734 mem=241(h=241,m=0) io=130 l0=363 | 0.7ms avg=0.6ms +B7400: pg=759 mem=233(h=233,m=0) io=142 l0=384 | 0.7ms avg=0.6ms +B7500: pg=698 mem=235(h=234,m=1) io=87 l0=376 | 0.4ms avg=0.6ms +B7600: pg=701 mem=243(h=243,m=0) io=123 l0=335 | 0.6ms avg=0.6ms +B7700: pg=773 mem=244(h=244,m=0) io=147 l0=382 | 0.8ms avg=0.6ms +B7800: pg=673 mem=231(h=231,m=0) io=103 l0=339 | 0.5ms avg=0.6ms +B7900: pg=760 mem=221(h=221,m=0) io=152 l0=387 | 0.8ms avg=0.6ms +B8000: pg=764 mem=231(h=231,m=0) io=149 l0=384 | 0.8ms avg=0.6ms +B8100: pg=717 mem=235(h=235,m=0) io=142 l0=340 | 0.7ms avg=0.6ms +B8200: pg=763 mem=255(h=255,m=0) io=152 l0=356 | 0.8ms avg=0.6ms +B8300: pg=781 mem=240(h=240,m=0) io=182 l0=359 | 0.9ms avg=0.6ms +B8400: pg=734 mem=251(h=251,m=0) io=96 l0=387 | 0.5ms avg=0.6ms +B8500: pg=771 mem=239(h=239,m=0) io=150 l0=382 | 0.8ms avg=0.6ms +B8600: pg=759 mem=236(h=236,m=0) io=139 l0=384 | 0.7ms avg=0.6ms +B8700: pg=697 mem=221(h=221,m=0) io=113 l0=363 | 0.6ms avg=0.6ms +B8800: pg=722 mem=225(h=225,m=0) io=165 l0=332 | 0.8ms avg=0.6ms +B8900: pg=704 mem=237(h=237,m=0) io=121 l0=346 | 0.6ms avg=0.6ms +B9000: pg=690 mem=222(h=222,m=0) io=108 l0=360 | 0.6ms avg=0.6ms +B9100: pg=756 mem=224(h=224,m=0) io=131 l0=401 | 0.7ms avg=0.6ms +B9200: pg=769 mem=229(h=229,m=0) io=138 l0=402 | 0.7ms avg=0.6ms +B9300: pg=741 mem=236(h=236,m=0) io=117 l0=388 | 0.6ms avg=0.6ms +B9400: pg=767 mem=231(h=231,m=0) io=145 l0=391 | 0.8ms avg=0.6ms +B9500: pg=718 mem=222(h=222,m=0) io=129 l0=367 | 0.7ms avg=0.6ms +B9600: pg=760 mem=226(h=226,m=0) io=149 l0=385 | 0.8ms avg=0.6ms +B9700: pg=770 mem=221(h=221,m=0) io=135 l0=414 | 0.7ms avg=0.6ms +B9800: pg=761 mem=237(h=237,m=0) io=162 l0=362 | 0.8ms avg=0.6ms +B9900: pg=718 mem=218(h=218,m=0) io=122 l0=378 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5963 ms/batch +MEM: 2567228 (hit=2566631 miss=597 rate=100.0%) +IO: 1149994 | L0: 3436070 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606.csv b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606.csv new file mode 100644 index 0000000000000000000000000000000000000000..6d941ab2b7484b894e5ea1445735eff4a19cd92c --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5772,99.8,4902877,944267,1306148,10000,0.10,500,252,6451 +2,0.5840,99.8,4891362,944988,1316942,10000,0.10,500,252,6451 +3,0.5840,99.8,4838856,945907,1368529,10000,0.10,500,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run1.log b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..43201642d36179cec359bf2be8206c04b1e854a8 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.6ms avg=1.2ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.3ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.5ms +B 400: pg=706 mem=706(h=684,m=22) io=0 l0=0 | 2.1ms avg=1.6ms +B 500: pg=751 mem=546(h=544,m=2) io=205 l0=0 | 1.0ms avg=1.8ms +B 600: pg=700 mem=518(h=518,m=0) io=94 l0=88 | 0.5ms avg=1.6ms +B 700: pg=713 mem=489(h=489,m=0) io=94 l0=130 | 0.5ms avg=1.4ms +B 800: pg=679 mem=482(h=482,m=0) io=79 l0=118 | 0.4ms avg=1.3ms +B 900: pg=669 mem=491(h=491,m=0) io=67 l0=111 | 0.4ms avg=1.2ms +B1000: pg=685 mem=495(h=495,m=0) io=86 l0=104 | 0.4ms avg=1.1ms +B1100: pg=646 mem=451(h=451,m=0) io=90 l0=105 | 0.5ms avg=1.0ms +B1200: pg=664 mem=481(h=481,m=0) io=88 l0=95 | 0.4ms avg=1.0ms +B1300: pg=700 mem=520(h=520,m=0) io=79 l0=101 | 0.4ms avg=0.9ms +B1400: pg=749 mem=528(h=528,m=0) io=92 l0=129 | 0.5ms avg=0.9ms +B1500: pg=709 mem=532(h=532,m=0) io=82 l0=95 | 0.4ms avg=0.9ms +B1600: pg=690 mem=480(h=480,m=0) io=99 l0=111 | 0.5ms avg=0.8ms +B1700: pg=701 mem=508(h=508,m=0) io=67 l0=126 | 0.4ms avg=0.8ms +B1800: pg=673 mem=481(h=481,m=0) io=73 l0=119 | 0.4ms avg=0.8ms +B1900: pg=698 mem=498(h=498,m=0) io=66 l0=134 | 0.4ms avg=0.8ms +B2000: pg=706 mem=493(h=493,m=0) io=73 l0=140 | 0.4ms avg=0.7ms +B2100: pg=708 mem=514(h=514,m=0) io=85 l0=109 | 0.4ms avg=0.7ms +B2200: pg=751 mem=510(h=510,m=0) io=91 l0=150 | 0.5ms avg=0.7ms +B2300: pg=669 mem=501(h=501,m=0) io=59 l0=109 | 0.3ms avg=0.7ms +B2400: pg=702 mem=468(h=468,m=0) io=73 l0=161 | 0.4ms avg=0.7ms +B2500: pg=683 mem=475(h=475,m=0) io=90 l0=118 | 0.5ms avg=0.7ms +B2600: pg=737 mem=513(h=513,m=0) io=80 l0=144 | 0.4ms avg=0.7ms +B2700: pg=734 mem=543(h=543,m=0) io=72 l0=119 | 0.4ms avg=0.7ms +B2800: pg=739 mem=517(h=517,m=0) io=104 l0=118 | 0.5ms avg=0.6ms +B2900: pg=686 mem=491(h=491,m=0) io=72 l0=123 | 0.4ms avg=0.6ms +B3000: pg=689 mem=512(h=512,m=0) io=53 l0=124 | 0.3ms avg=0.6ms +B3100: pg=660 mem=451(h=451,m=0) io=83 l0=126 | 0.4ms avg=0.6ms +B3200: pg=753 mem=535(h=535,m=0) io=93 l0=125 | 0.5ms avg=0.6ms +B3300: pg=710 mem=491(h=491,m=0) io=93 l0=126 | 0.5ms avg=0.6ms +B3400: pg=711 mem=476(h=476,m=0) io=107 l0=128 | 0.6ms avg=0.6ms +B3500: pg=733 mem=516(h=516,m=0) io=100 l0=117 | 0.5ms avg=0.6ms +B3600: pg=693 mem=488(h=488,m=0) io=67 l0=138 | 0.4ms avg=0.6ms +B3700: pg=704 mem=499(h=499,m=0) io=78 l0=127 | 0.4ms avg=0.6ms +B3800: pg=741 mem=499(h=499,m=0) io=116 l0=126 | 0.6ms avg=0.6ms +B3900: pg=723 mem=494(h=494,m=0) io=92 l0=137 | 0.5ms avg=0.6ms +B4000: pg=695 mem=477(h=477,m=0) io=89 l0=129 | 0.5ms avg=0.6ms +B4100: pg=722 mem=475(h=475,m=0) io=105 l0=142 | 0.6ms avg=0.6ms +B4200: pg=753 mem=487(h=487,m=0) io=100 l0=166 | 0.5ms avg=0.6ms +B4300: pg=734 mem=486(h=486,m=0) io=91 l0=157 | 0.5ms avg=0.6ms +B4400: pg=702 mem=470(h=470,m=0) io=113 l0=119 | 0.6ms avg=0.6ms +B4500: pg=728 mem=506(h=506,m=0) io=94 l0=128 | 0.5ms avg=0.6ms +B4600: pg=721 mem=487(h=487,m=0) io=110 l0=124 | 0.6ms avg=0.6ms +B4700: pg=712 mem=474(h=474,m=0) io=84 l0=154 | 0.4ms avg=0.6ms +B4800: pg=730 mem=488(h=488,m=0) io=107 l0=135 | 0.6ms avg=0.6ms +B4900: pg=806 mem=516(h=516,m=0) io=128 l0=162 | 0.6ms avg=0.6ms +B5000: pg=719 mem=499(h=499,m=0) io=85 l0=135 | 0.4ms avg=0.6ms +B5100: pg=728 mem=478(h=478,m=0) io=116 l0=134 | 0.6ms avg=0.6ms +B5200: pg=709 mem=467(h=467,m=0) io=86 l0=156 | 0.4ms avg=0.6ms +B5300: pg=802 mem=505(h=505,m=0) io=132 l0=165 | 0.7ms avg=0.6ms +B5400: pg=718 mem=467(h=467,m=0) io=100 l0=151 | 0.5ms avg=0.6ms +B5500: pg=719 mem=492(h=492,m=0) io=89 l0=138 | 0.5ms avg=0.6ms +B5600: pg=699 mem=459(h=459,m=0) io=91 l0=149 | 0.5ms avg=0.6ms +B5700: pg=733 mem=495(h=495,m=0) io=89 l0=149 | 0.5ms avg=0.6ms +B5800: pg=740 mem=494(h=494,m=0) io=109 l0=137 | 0.6ms avg=0.6ms +B5900: pg=748 mem=475(h=475,m=0) io=114 l0=159 | 0.6ms avg=0.6ms +B6000: pg=709 mem=472(h=472,m=0) io=92 l0=145 | 0.5ms avg=0.6ms +B6100: pg=780 mem=496(h=496,m=0) io=124 l0=160 | 0.6ms avg=0.6ms +B6200: pg=805 mem=502(h=502,m=0) io=143 l0=160 | 0.7ms avg=0.6ms +B6300: pg=711 mem=472(h=472,m=0) io=96 l0=143 | 0.5ms avg=0.6ms +B6400: pg=725 mem=492(h=492,m=0) io=102 l0=131 | 0.5ms avg=0.6ms +B6500: pg=727 mem=477(h=477,m=0) io=117 l0=133 | 0.6ms avg=0.6ms +B6600: pg=730 mem=468(h=468,m=0) io=114 l0=148 | 0.6ms avg=0.6ms +B6700: pg=778 mem=489(h=489,m=0) io=125 l0=164 | 0.6ms avg=0.6ms +B6800: pg=757 mem=454(h=454,m=0) io=153 l0=150 | 0.8ms avg=0.6ms +B6900: pg=760 mem=478(h=478,m=0) io=138 l0=144 | 0.7ms avg=0.6ms +B7000: pg=752 mem=480(h=480,m=0) io=119 l0=153 | 0.6ms avg=0.6ms +B7100: pg=736 mem=475(h=475,m=0) io=106 l0=155 | 0.6ms avg=0.6ms +B7200: pg=734 mem=474(h=474,m=0) io=94 l0=166 | 0.5ms avg=0.6ms +B7300: pg=734 mem=480(h=479,m=1) io=119 l0=135 | 0.6ms avg=0.6ms +B7400: pg=759 mem=489(h=489,m=0) io=126 l0=144 | 0.6ms avg=0.6ms +B7500: pg=698 mem=471(h=471,m=0) io=69 l0=158 | 0.4ms avg=0.6ms +B7600: pg=701 mem=463(h=463,m=0) io=100 l0=138 | 0.5ms avg=0.6ms +B7700: pg=773 mem=503(h=503,m=0) io=111 l0=159 | 0.6ms avg=0.6ms +B7800: pg=673 mem=437(h=437,m=0) io=90 l0=146 | 0.5ms avg=0.6ms +B7900: pg=760 mem=473(h=473,m=0) io=134 l0=153 | 0.7ms avg=0.6ms +B8000: pg=764 mem=483(h=483,m=0) io=129 l0=152 | 0.7ms avg=0.6ms +B8100: pg=717 mem=438(h=438,m=0) io=133 l0=146 | 0.7ms avg=0.6ms +B8200: pg=763 mem=472(h=472,m=0) io=133 l0=158 | 0.7ms avg=0.6ms +B8300: pg=781 mem=466(h=466,m=0) io=161 l0=154 | 0.8ms avg=0.6ms +B8400: pg=734 mem=497(h=497,m=0) io=83 l0=154 | 0.4ms avg=0.6ms +B8500: pg=771 mem=484(h=484,m=0) io=142 l0=145 | 0.7ms avg=0.6ms +B8600: pg=759 mem=490(h=490,m=0) io=122 l0=147 | 0.6ms avg=0.6ms +B8700: pg=697 mem=453(h=453,m=0) io=85 l0=159 | 0.4ms avg=0.6ms +B8800: pg=722 mem=414(h=414,m=0) io=150 l0=158 | 0.8ms avg=0.6ms +B8900: pg=704 mem=463(h=463,m=0) io=100 l0=141 | 0.5ms avg=0.6ms +B9000: pg=690 mem=457(h=457,m=0) io=83 l0=150 | 0.4ms avg=0.6ms +B9100: pg=756 mem=484(h=484,m=0) io=121 l0=151 | 0.6ms avg=0.6ms +B9200: pg=769 mem=496(h=496,m=0) io=117 l0=156 | 0.6ms avg=0.6ms +B9300: pg=741 mem=483(h=483,m=0) io=102 l0=156 | 0.5ms avg=0.6ms +B9400: pg=767 mem=465(h=465,m=0) io=126 l0=176 | 0.6ms avg=0.6ms +B9500: pg=718 mem=443(h=443,m=0) io=109 l0=166 | 0.6ms avg=0.6ms +B9600: pg=760 mem=460(h=460,m=0) io=131 l0=169 | 0.7ms avg=0.6ms +B9700: pg=770 mem=503(h=503,m=0) io=115 l0=152 | 0.6ms avg=0.6ms +B9800: pg=761 mem=448(h=448,m=0) io=136 l0=177 | 0.7ms avg=0.6ms +B9900: pg=718 mem=457(h=457,m=0) io=100 l0=161 | 0.5ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5772 ms/batch +MEM: 4902877 (hit=4893426 miss=9451 rate=99.8%) +IO: 944267 | L0: 1306148 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run2.log b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..8dff7ddfb9a87cb0b30dfd6685307d301f06c4d6 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.8ms avg=1.5ms +B 200: pg=668 mem=668(h=649,m=19) io=0 l0=0 | 1.8ms avg=1.6ms +B 300: pg=729 mem=729(h=703,m=26) io=0 l0=0 | 2.5ms avg=1.7ms +B 400: pg=706 mem=706(h=684,m=22) io=0 l0=0 | 2.1ms avg=1.8ms +B 500: pg=751 mem=548(h=545,m=3) io=203 l0=0 | 1.0ms avg=1.9ms +B 600: pg=700 mem=520(h=520,m=0) io=96 l0=84 | 0.5ms avg=1.7ms +B 700: pg=713 mem=490(h=490,m=0) io=91 l0=132 | 0.5ms avg=1.5ms +B 800: pg=679 mem=485(h=485,m=0) io=75 l0=119 | 0.4ms avg=1.4ms +B 900: pg=669 mem=493(h=493,m=0) io=68 l0=108 | 0.4ms avg=1.2ms +B1000: pg=685 mem=499(h=499,m=0) io=86 l0=100 | 0.4ms avg=1.2ms +B1100: pg=646 mem=451(h=451,m=0) io=87 l0=108 | 0.4ms avg=1.1ms +B1200: pg=664 mem=485(h=485,m=0) io=89 l0=90 | 0.5ms avg=1.0ms +B1300: pg=700 mem=521(h=521,m=0) io=82 l0=97 | 0.4ms avg=1.0ms +B1400: pg=749 mem=528(h=528,m=0) io=94 l0=127 | 0.5ms avg=0.9ms +B1500: pg=709 mem=536(h=536,m=0) io=82 l0=91 | 0.4ms avg=0.9ms +B1600: pg=690 mem=484(h=484,m=0) io=102 l0=104 | 0.5ms avg=0.9ms +B1700: pg=701 mem=513(h=513,m=0) io=69 l0=119 | 0.4ms avg=0.8ms +B1800: pg=673 mem=484(h=484,m=0) io=74 l0=115 | 0.4ms avg=0.8ms +B1900: pg=698 mem=502(h=502,m=0) io=69 l0=127 | 0.4ms avg=0.8ms +B2000: pg=706 mem=499(h=499,m=0) io=78 l0=129 | 0.4ms avg=0.8ms +B2100: pg=708 mem=521(h=521,m=0) io=84 l0=103 | 0.4ms avg=0.8ms +B2200: pg=751 mem=515(h=515,m=0) io=94 l0=142 | 0.5ms avg=0.7ms +B2300: pg=669 mem=505(h=505,m=0) io=61 l0=103 | 0.3ms avg=0.7ms +B2400: pg=702 mem=474(h=474,m=0) io=72 l0=156 | 0.4ms avg=0.7ms +B2500: pg=683 mem=484(h=484,m=0) io=91 l0=108 | 0.5ms avg=0.7ms +B2600: pg=737 mem=515(h=515,m=0) io=82 l0=140 | 0.4ms avg=0.7ms +B2700: pg=734 mem=547(h=547,m=0) io=71 l0=116 | 0.4ms avg=0.7ms +B2800: pg=739 mem=518(h=518,m=0) io=100 l0=121 | 0.5ms avg=0.7ms +B2900: pg=686 mem=491(h=491,m=0) io=73 l0=122 | 0.4ms avg=0.7ms +B3000: pg=689 mem=508(h=508,m=0) io=51 l0=130 | 0.3ms avg=0.7ms +B3100: pg=660 mem=453(h=453,m=0) io=81 l0=126 | 0.4ms avg=0.6ms +B3200: pg=753 mem=529(h=529,m=0) io=90 l0=134 | 0.5ms avg=0.6ms +B3300: pg=710 mem=497(h=497,m=0) io=85 l0=128 | 0.4ms avg=0.6ms +B3400: pg=711 mem=479(h=479,m=0) io=105 l0=127 | 0.6ms avg=0.6ms +B3500: pg=733 mem=519(h=519,m=0) io=100 l0=114 | 0.5ms avg=0.6ms +B3600: pg=693 mem=487(h=487,m=0) io=68 l0=138 | 0.4ms avg=0.6ms +B3700: pg=704 mem=501(h=501,m=0) io=82 l0=121 | 0.4ms avg=0.6ms +B3800: pg=741 mem=499(h=499,m=0) io=114 l0=128 | 0.6ms avg=0.6ms +B3900: pg=723 mem=495(h=495,m=0) io=91 l0=137 | 0.5ms avg=0.6ms +B4000: pg=695 mem=483(h=483,m=0) io=85 l0=127 | 0.4ms avg=0.6ms +B4100: pg=722 mem=478(h=478,m=0) io=110 l0=134 | 0.6ms avg=0.6ms +B4200: pg=753 mem=485(h=485,m=0) io=98 l0=170 | 0.5ms avg=0.6ms +B4300: pg=734 mem=495(h=495,m=0) io=94 l0=145 | 0.5ms avg=0.6ms +B4400: pg=702 mem=478(h=478,m=0) io=108 l0=116 | 0.6ms avg=0.6ms +B4500: pg=728 mem=503(h=503,m=0) io=92 l0=133 | 0.5ms avg=0.6ms +B4600: pg=721 mem=487(h=487,m=0) io=106 l0=128 | 0.6ms avg=0.6ms +B4700: pg=712 mem=479(h=479,m=0) io=84 l0=149 | 0.4ms avg=0.6ms +B4800: pg=730 mem=490(h=490,m=0) io=101 l0=139 | 0.5ms avg=0.6ms +B4900: pg=806 mem=517(h=517,m=0) io=122 l0=167 | 0.6ms avg=0.6ms +B5000: pg=719 mem=502(h=502,m=0) io=84 l0=133 | 0.4ms avg=0.6ms +B5100: pg=728 mem=485(h=485,m=0) io=116 l0=127 | 0.6ms avg=0.6ms +B5200: pg=709 mem=476(h=476,m=0) io=83 l0=150 | 0.4ms avg=0.6ms +B5300: pg=802 mem=513(h=513,m=0) io=125 l0=164 | 0.6ms avg=0.6ms +B5400: pg=718 mem=470(h=470,m=0) io=99 l0=149 | 0.5ms avg=0.6ms +B5500: pg=719 mem=494(h=493,m=1) io=92 l0=133 | 0.5ms avg=0.6ms +B5600: pg=699 mem=470(h=470,m=0) io=91 l0=138 | 0.5ms avg=0.6ms +B5700: pg=733 mem=492(h=492,m=0) io=88 l0=153 | 0.4ms avg=0.6ms +B5800: pg=740 mem=497(h=497,m=0) io=103 l0=140 | 0.5ms avg=0.6ms +B5900: pg=748 mem=479(h=479,m=0) io=113 l0=156 | 0.6ms avg=0.6ms +B6000: pg=709 mem=474(h=474,m=0) io=93 l0=142 | 0.5ms avg=0.6ms +B6100: pg=780 mem=495(h=495,m=0) io=129 l0=156 | 0.7ms avg=0.6ms +B6200: pg=805 mem=505(h=505,m=0) io=139 l0=161 | 0.7ms avg=0.6ms +B6300: pg=711 mem=471(h=471,m=0) io=98 l0=142 | 0.5ms avg=0.6ms +B6400: pg=725 mem=492(h=492,m=0) io=94 l0=139 | 0.5ms avg=0.6ms +B6500: pg=727 mem=473(h=473,m=0) io=117 l0=137 | 0.6ms avg=0.6ms +B6600: pg=730 mem=466(h=466,m=0) io=111 l0=153 | 0.6ms avg=0.6ms +B6700: pg=778 mem=475(h=474,m=1) io=129 l0=174 | 0.7ms avg=0.6ms +B6800: pg=757 mem=453(h=453,m=0) io=154 l0=150 | 0.8ms avg=0.6ms +B6900: pg=760 mem=465(h=465,m=0) io=137 l0=158 | 0.7ms avg=0.6ms +B7000: pg=752 mem=476(h=476,m=0) io=123 l0=153 | 0.6ms avg=0.6ms +B7100: pg=736 mem=465(h=465,m=0) io=102 l0=169 | 0.5ms avg=0.6ms +B7200: pg=734 mem=459(h=459,m=0) io=95 l0=180 | 0.5ms avg=0.6ms +B7300: pg=734 mem=471(h=471,m=0) io=108 l0=155 | 0.6ms avg=0.6ms +B7400: pg=759 mem=482(h=482,m=0) io=126 l0=151 | 0.6ms avg=0.6ms +B7500: pg=698 mem=475(h=475,m=0) io=72 l0=151 | 0.4ms avg=0.6ms +B7600: pg=701 mem=456(h=456,m=0) io=97 l0=148 | 0.5ms avg=0.6ms +B7700: pg=773 mem=493(h=493,m=0) io=115 l0=165 | 0.6ms avg=0.6ms +B7800: pg=673 mem=437(h=437,m=0) io=82 l0=154 | 0.4ms avg=0.6ms +B7900: pg=760 mem=467(h=467,m=0) io=136 l0=157 | 0.7ms avg=0.6ms +B8000: pg=764 mem=478(h=478,m=0) io=129 l0=157 | 0.7ms avg=0.6ms +B8100: pg=717 mem=434(h=434,m=0) io=131 l0=152 | 0.7ms avg=0.6ms +B8200: pg=763 mem=463(h=463,m=0) io=138 l0=162 | 0.7ms avg=0.6ms +B8300: pg=781 mem=456(h=456,m=0) io=153 l0=172 | 0.8ms avg=0.6ms +B8400: pg=734 mem=498(h=498,m=0) io=83 l0=153 | 0.4ms avg=0.6ms +B8500: pg=771 mem=475(h=475,m=0) io=138 l0=158 | 0.7ms avg=0.6ms +B8600: pg=759 mem=473(h=473,m=0) io=120 l0=166 | 0.6ms avg=0.6ms +B8700: pg=697 mem=444(h=444,m=0) io=85 l0=168 | 0.4ms avg=0.6ms +B8800: pg=722 mem=405(h=405,m=0) io=150 l0=167 | 0.8ms avg=0.6ms +B8900: pg=704 mem=451(h=451,m=0) io=106 l0=147 | 0.6ms avg=0.6ms +B9000: pg=690 mem=444(h=444,m=0) io=88 l0=158 | 0.4ms avg=0.6ms +B9100: pg=756 mem=473(h=473,m=0) io=116 l0=167 | 0.6ms avg=0.6ms +B9200: pg=769 mem=485(h=485,m=0) io=121 l0=163 | 0.6ms avg=0.6ms +B9300: pg=741 mem=481(h=481,m=0) io=105 l0=155 | 0.6ms avg=0.6ms +B9400: pg=767 mem=453(h=453,m=0) io=133 l0=181 | 0.7ms avg=0.6ms +B9500: pg=718 mem=430(h=430,m=0) io=107 l0=181 | 0.6ms avg=0.6ms +B9600: pg=760 mem=454(h=453,m=1) io=135 l0=171 | 0.7ms avg=0.6ms +B9700: pg=770 mem=492(h=492,m=0) io=118 l0=160 | 0.6ms avg=0.6ms +B9800: pg=761 mem=441(h=441,m=0) io=140 l0=180 | 0.7ms avg=0.6ms +B9900: pg=718 mem=443(h=443,m=0) io=101 l0=174 | 0.5ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5840 ms/batch +MEM: 4891362 (hit=4881353 miss=10009 rate=99.8%) +IO: 944988 | L0: 1316942 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run3.log b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..d4464c4e780fde88b885babb792b41d643696ba7 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.10_w500/criteo_kaggle_a0.10_w500_20260501_022606_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.9ms avg=1.5ms +B 200: pg=668 mem=668(h=649,m=19) io=0 l0=0 | 1.8ms avg=1.6ms +B 300: pg=729 mem=729(h=702,m=27) io=0 l0=0 | 2.5ms avg=1.7ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.8ms +B 500: pg=751 mem=548(h=545,m=3) io=203 l0=0 | 1.0ms avg=1.9ms +B 600: pg=700 mem=516(h=516,m=0) io=94 l0=90 | 0.5ms avg=1.7ms +B 700: pg=713 mem=488(h=488,m=0) io=97 l0=128 | 0.5ms avg=1.5ms +B 800: pg=679 mem=484(h=484,m=0) io=76 l0=119 | 0.4ms avg=1.4ms +B 900: pg=669 mem=492(h=492,m=0) io=65 l0=112 | 0.4ms avg=1.2ms +B1000: pg=685 mem=499(h=499,m=0) io=86 l0=100 | 0.4ms avg=1.2ms +B1100: pg=646 mem=450(h=450,m=0) io=87 l0=109 | 0.4ms avg=1.1ms +B1200: pg=664 mem=484(h=484,m=0) io=89 l0=91 | 0.5ms avg=1.0ms +B1300: pg=700 mem=518(h=518,m=0) io=82 l0=100 | 0.4ms avg=1.0ms +B1400: pg=749 mem=523(h=523,m=0) io=94 l0=132 | 0.5ms avg=0.9ms +B1500: pg=709 mem=530(h=530,m=0) io=83 l0=96 | 0.4ms avg=0.9ms +B1600: pg=690 mem=478(h=478,m=0) io=97 l0=115 | 0.5ms avg=0.9ms +B1700: pg=701 mem=507(h=507,m=0) io=70 l0=124 | 0.4ms avg=0.8ms +B1800: pg=673 mem=477(h=477,m=0) io=72 l0=124 | 0.4ms avg=0.8ms +B1900: pg=698 mem=497(h=497,m=0) io=62 l0=139 | 0.3ms avg=0.8ms +B2000: pg=706 mem=491(h=491,m=0) io=69 l0=146 | 0.4ms avg=0.8ms +B2100: pg=708 mem=513(h=513,m=0) io=80 l0=115 | 0.4ms avg=0.8ms +B2200: pg=751 mem=506(h=506,m=0) io=92 l0=153 | 0.5ms avg=0.7ms +B2300: pg=669 mem=498(h=498,m=0) io=61 l0=110 | 0.3ms avg=0.7ms +B2400: pg=702 mem=462(h=462,m=0) io=75 l0=165 | 0.4ms avg=0.7ms +B2500: pg=683 mem=475(h=475,m=0) io=93 l0=115 | 0.5ms avg=0.7ms +B2600: pg=737 mem=519(h=519,m=0) io=80 l0=138 | 0.4ms avg=0.7ms +B2700: pg=734 mem=546(h=546,m=0) io=68 l0=120 | 0.4ms avg=0.7ms +B2800: pg=739 mem=518(h=518,m=0) io=100 l0=121 | 0.5ms avg=0.7ms +B2900: pg=686 mem=488(h=488,m=0) io=77 l0=121 | 0.4ms avg=0.7ms +B3000: pg=689 mem=512(h=512,m=0) io=50 l0=127 | 0.3ms avg=0.7ms +B3100: pg=660 mem=445(h=445,m=0) io=85 l0=130 | 0.4ms avg=0.6ms +B3200: pg=753 mem=527(h=527,m=0) io=91 l0=135 | 0.5ms avg=0.6ms +B3300: pg=710 mem=494(h=494,m=0) io=89 l0=127 | 0.5ms avg=0.6ms +B3400: pg=711 mem=478(h=478,m=0) io=106 l0=127 | 0.6ms avg=0.6ms +B3500: pg=733 mem=515(h=515,m=0) io=100 l0=118 | 0.5ms avg=0.6ms +B3600: pg=693 mem=485(h=485,m=0) io=63 l0=145 | 0.3ms avg=0.6ms +B3700: pg=704 mem=494(h=494,m=0) io=80 l0=130 | 0.4ms avg=0.6ms +B3800: pg=741 mem=494(h=494,m=0) io=118 l0=129 | 0.6ms avg=0.6ms +B3900: pg=723 mem=496(h=496,m=0) io=92 l0=135 | 0.5ms avg=0.6ms +B4000: pg=695 mem=475(h=475,m=0) io=83 l0=137 | 0.4ms avg=0.6ms +B4100: pg=722 mem=473(h=473,m=0) io=108 l0=141 | 0.6ms avg=0.6ms +B4200: pg=753 mem=489(h=489,m=0) io=104 l0=160 | 0.5ms avg=0.6ms +B4300: pg=734 mem=487(h=487,m=0) io=90 l0=157 | 0.5ms avg=0.6ms +B4400: pg=702 mem=475(h=475,m=0) io=114 l0=113 | 0.6ms avg=0.6ms +B4500: pg=728 mem=497(h=497,m=0) io=94 l0=137 | 0.5ms avg=0.6ms +B4600: pg=721 mem=484(h=484,m=0) io=107 l0=130 | 0.6ms avg=0.6ms +B4700: pg=712 mem=468(h=468,m=0) io=84 l0=160 | 0.4ms avg=0.6ms +B4800: pg=730 mem=492(h=492,m=0) io=103 l0=135 | 0.5ms avg=0.6ms +B4900: pg=806 mem=519(h=518,m=1) io=128 l0=159 | 0.6ms avg=0.6ms +B5000: pg=719 mem=500(h=500,m=0) io=84 l0=135 | 0.4ms avg=0.6ms +B5100: pg=728 mem=470(h=470,m=0) io=117 l0=141 | 0.6ms avg=0.6ms +B5200: pg=709 mem=465(h=465,m=0) io=88 l0=156 | 0.4ms avg=0.6ms +B5300: pg=802 mem=502(h=501,m=1) io=128 l0=172 | 0.6ms avg=0.6ms +B5400: pg=718 mem=466(h=466,m=0) io=99 l0=153 | 0.5ms avg=0.6ms +B5500: pg=719 mem=486(h=486,m=0) io=93 l0=140 | 0.5ms avg=0.6ms +B5600: pg=699 mem=459(h=458,m=1) io=90 l0=150 | 0.5ms avg=0.6ms +B5700: pg=733 mem=489(h=489,m=0) io=88 l0=156 | 0.4ms avg=0.6ms +B5800: pg=740 mem=491(h=491,m=0) io=100 l0=149 | 0.5ms avg=0.6ms +B5900: pg=748 mem=473(h=473,m=0) io=116 l0=159 | 0.6ms avg=0.6ms +B6000: pg=709 mem=463(h=463,m=0) io=93 l0=153 | 0.5ms avg=0.6ms +B6100: pg=780 mem=480(h=480,m=0) io=122 l0=178 | 0.6ms avg=0.6ms +B6200: pg=805 mem=497(h=497,m=0) io=141 l0=167 | 0.7ms avg=0.6ms +B6300: pg=711 mem=470(h=470,m=0) io=97 l0=144 | 0.5ms avg=0.6ms +B6400: pg=725 mem=490(h=490,m=0) io=97 l0=138 | 0.5ms avg=0.6ms +B6500: pg=727 mem=458(h=458,m=0) io=115 l0=154 | 0.6ms avg=0.6ms +B6600: pg=730 mem=459(h=459,m=0) io=117 l0=154 | 0.6ms avg=0.6ms +B6700: pg=778 mem=481(h=481,m=0) io=125 l0=172 | 0.6ms avg=0.6ms +B6800: pg=757 mem=450(h=450,m=0) io=159 l0=148 | 0.8ms avg=0.6ms +B6900: pg=760 mem=462(h=462,m=0) io=136 l0=162 | 0.7ms avg=0.6ms +B7000: pg=752 mem=466(h=466,m=0) io=117 l0=169 | 0.6ms avg=0.6ms +B7100: pg=736 mem=458(h=458,m=0) io=105 l0=173 | 0.6ms avg=0.6ms +B7200: pg=734 mem=459(h=459,m=0) io=99 l0=176 | 0.5ms avg=0.6ms +B7300: pg=734 mem=463(h=463,m=0) io=118 l0=153 | 0.6ms avg=0.6ms +B7400: pg=759 mem=469(h=469,m=0) io=127 l0=163 | 0.6ms avg=0.6ms +B7500: pg=698 mem=460(h=460,m=0) io=70 l0=168 | 0.4ms avg=0.6ms +B7600: pg=701 mem=445(h=445,m=0) io=101 l0=155 | 0.5ms avg=0.6ms +B7700: pg=773 mem=485(h=485,m=0) io=103 l0=185 | 0.5ms avg=0.6ms +B7800: pg=673 mem=436(h=436,m=0) io=86 l0=151 | 0.4ms avg=0.6ms +B7900: pg=760 mem=460(h=460,m=0) io=134 l0=166 | 0.7ms avg=0.6ms +B8000: pg=764 mem=455(h=455,m=0) io=127 l0=182 | 0.6ms avg=0.6ms +B8100: pg=717 mem=433(h=433,m=0) io=129 l0=155 | 0.7ms avg=0.6ms +B8200: pg=763 mem=448(h=448,m=0) io=138 l0=177 | 0.7ms avg=0.6ms +B8300: pg=781 mem=447(h=447,m=0) io=158 l0=176 | 0.8ms avg=0.6ms +B8400: pg=734 mem=483(h=483,m=0) io=88 l0=163 | 0.4ms avg=0.6ms +B8500: pg=771 mem=472(h=472,m=0) io=135 l0=164 | 0.7ms avg=0.6ms +B8600: pg=759 mem=477(h=477,m=0) io=118 l0=164 | 0.6ms avg=0.6ms +B8700: pg=697 mem=440(h=440,m=0) io=86 l0=171 | 0.4ms avg=0.6ms +B8800: pg=722 mem=404(h=404,m=0) io=151 l0=167 | 0.8ms avg=0.6ms +B8900: pg=704 mem=449(h=449,m=0) io=96 l0=159 | 0.5ms avg=0.6ms +B9000: pg=690 mem=436(h=436,m=0) io=90 l0=164 | 0.5ms avg=0.6ms +B9100: pg=756 mem=452(h=452,m=0) io=115 l0=189 | 0.6ms avg=0.6ms +B9200: pg=769 mem=483(h=483,m=0) io=123 l0=163 | 0.6ms avg=0.6ms +B9300: pg=741 mem=469(h=469,m=0) io=103 l0=169 | 0.5ms avg=0.6ms +B9400: pg=767 mem=456(h=456,m=0) io=120 l0=191 | 0.6ms avg=0.6ms +B9500: pg=718 mem=417(h=417,m=0) io=105 l0=196 | 0.6ms avg=0.6ms +B9600: pg=760 mem=454(h=454,m=0) io=132 l0=174 | 0.7ms avg=0.6ms +B9700: pg=770 mem=484(h=484,m=0) io=115 l0=171 | 0.6ms avg=0.6ms +B9800: pg=761 mem=426(h=425,m=1) io=126 l0=209 | 0.6ms avg=0.6ms +B9900: pg=718 mem=447(h=447,m=0) io=96 l0=175 | 0.5ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5840 ms/batch +MEM: 4838856 (hit=4828798 miss=10058 rate=99.8%) +IO: 945907 | L0: 1368529 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630.csv b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ea00e2ffaeee8d0c22fbcd7e25b33731b40a397 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6216,0.0,0,1208441,5944851,10000,0.20,0,252,6451 +2,0.6216,0.0,0,1208441,5944851,10000,0.20,0,252,6451 +3,0.6216,0.0,0,1208441,5944851,10000,0.20,0,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run1.log b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run2.log b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run3.log b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w0/criteo_kaggle_a0.20_w0_20260501_022630_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713.csv b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad162f3d0e425a1ac6afd1fe8a64662325aa4850 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5581,100.0,4010822,1057601,2084869,10000,0.20,100,252,6451 +2,0.5524,100.0,4284835,1049460,1818997,10000,0.20,100,252,6451 +3,0.5520,100.0,4306310,1048516,1798466,10000,0.20,100,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run1.log b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..4b4512acfbf74003b41d62a15f5de488ba1013d3 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=472(h=469,m=3) io=232 l0=0 | 1.2ms avg=1.2ms +B 200: pg=668 mem=459(h=459,m=0) io=68 l0=141 | 0.4ms avg=0.8ms +B 300: pg=729 mem=489(h=489,m=0) io=92 l0=148 | 0.5ms avg=0.7ms +B 400: pg=706 mem=463(h=463,m=0) io=78 l0=165 | 0.4ms avg=0.6ms +B 500: pg=751 mem=485(h=484,m=1) io=99 l0=167 | 0.5ms avg=0.6ms +B 600: pg=700 mem=466(h=466,m=0) io=91 l0=143 | 0.5ms avg=0.5ms +B 700: pg=713 mem=430(h=430,m=0) io=101 l0=182 | 0.5ms avg=0.5ms +B 800: pg=679 mem=422(h=422,m=0) io=86 l0=171 | 0.4ms avg=0.5ms +B 900: pg=669 mem=435(h=435,m=0) io=75 l0=159 | 0.4ms avg=0.5ms +B1000: pg=685 mem=448(h=448,m=0) io=88 l0=149 | 0.4ms avg=0.5ms +B1100: pg=646 mem=398(h=398,m=0) io=94 l0=154 | 0.5ms avg=0.5ms +B1200: pg=664 mem=428(h=428,m=0) io=99 l0=137 | 0.5ms avg=0.5ms +B1300: pg=700 mem=444(h=444,m=0) io=90 l0=166 | 0.5ms avg=0.5ms +B1400: pg=749 mem=435(h=435,m=0) io=104 l0=210 | 0.5ms avg=0.5ms +B1500: pg=709 mem=443(h=443,m=0) io=87 l0=179 | 0.4ms avg=0.5ms +B1600: pg=690 mem=400(h=400,m=0) io=106 l0=184 | 0.6ms avg=0.5ms +B1700: pg=701 mem=429(h=429,m=0) io=78 l0=194 | 0.4ms avg=0.5ms +B1800: pg=673 mem=415(h=415,m=0) io=83 l0=175 | 0.4ms avg=0.5ms +B1900: pg=698 mem=433(h=433,m=0) io=69 l0=196 | 0.4ms avg=0.5ms +B2000: pg=706 mem=408(h=408,m=0) io=78 l0=220 | 0.4ms avg=0.5ms +B2100: pg=708 mem=422(h=422,m=0) io=88 l0=198 | 0.4ms avg=0.5ms +B2200: pg=751 mem=413(h=413,m=0) io=109 l0=229 | 0.6ms avg=0.5ms +B2300: pg=669 mem=428(h=428,m=0) io=65 l0=176 | 0.4ms avg=0.5ms +B2400: pg=702 mem=407(h=407,m=0) io=84 l0=211 | 0.4ms avg=0.5ms +B2500: pg=683 mem=406(h=406,m=0) io=100 l0=177 | 0.5ms avg=0.5ms +B2600: pg=737 mem=441(h=441,m=0) io=92 l0=204 | 0.5ms avg=0.5ms +B2700: pg=734 mem=450(h=450,m=0) io=79 l0=205 | 0.4ms avg=0.5ms +B2800: pg=739 mem=417(h=417,m=0) io=111 l0=211 | 0.6ms avg=0.5ms +B2900: pg=686 mem=407(h=407,m=0) io=88 l0=191 | 0.4ms avg=0.5ms +B3000: pg=689 mem=429(h=429,m=0) io=61 l0=199 | 0.3ms avg=0.5ms +B3100: pg=660 mem=398(h=398,m=0) io=89 l0=173 | 0.5ms avg=0.5ms +B3200: pg=753 mem=445(h=445,m=0) io=92 l0=216 | 0.5ms avg=0.5ms +B3300: pg=710 mem=415(h=415,m=0) io=106 l0=189 | 0.6ms avg=0.5ms +B3400: pg=711 mem=404(h=404,m=0) io=118 l0=189 | 0.6ms avg=0.5ms +B3500: pg=733 mem=424(h=424,m=0) io=113 l0=196 | 0.6ms avg=0.5ms +B3600: pg=693 mem=409(h=409,m=0) io=80 l0=204 | 0.4ms avg=0.5ms +B3700: pg=704 mem=414(h=414,m=0) io=85 l0=205 | 0.4ms avg=0.5ms +B3800: pg=741 mem=413(h=413,m=0) io=128 l0=200 | 0.6ms avg=0.5ms +B3900: pg=723 mem=420(h=420,m=0) io=100 l0=203 | 0.5ms avg=0.5ms +B4000: pg=695 mem=408(h=408,m=0) io=91 l0=196 | 0.5ms avg=0.5ms +B4100: pg=722 mem=396(h=396,m=0) io=125 l0=201 | 0.6ms avg=0.5ms +B4200: pg=753 mem=413(h=413,m=0) io=113 l0=227 | 0.6ms avg=0.5ms +B4300: pg=734 mem=432(h=432,m=0) io=98 l0=204 | 0.5ms avg=0.5ms +B4400: pg=702 mem=396(h=396,m=0) io=122 l0=184 | 0.6ms avg=0.5ms +B4500: pg=728 mem=417(h=417,m=0) io=99 l0=212 | 0.5ms avg=0.5ms +B4600: pg=721 mem=401(h=401,m=0) io=112 l0=208 | 0.6ms avg=0.5ms +B4700: pg=712 mem=389(h=389,m=0) io=90 l0=233 | 0.5ms avg=0.5ms +B4800: pg=730 mem=403(h=403,m=0) io=114 l0=213 | 0.6ms avg=0.5ms +B4900: pg=806 mem=409(h=409,m=0) io=142 l0=255 | 0.7ms avg=0.5ms +B5000: pg=719 mem=409(h=409,m=0) io=97 l0=213 | 0.5ms avg=0.5ms +B5100: pg=728 mem=394(h=394,m=0) io=126 l0=208 | 0.6ms avg=0.5ms +B5200: pg=709 mem=380(h=380,m=0) io=103 l0=226 | 0.5ms avg=0.5ms +B5300: pg=802 mem=411(h=411,m=0) io=139 l0=252 | 0.7ms avg=0.5ms +B5400: pg=718 mem=399(h=399,m=0) io=103 l0=216 | 0.5ms avg=0.5ms +B5500: pg=719 mem=389(h=389,m=0) io=105 l0=225 | 0.6ms avg=0.5ms +B5600: pg=699 mem=374(h=374,m=0) io=102 l0=223 | 0.5ms avg=0.5ms +B5700: pg=733 mem=403(h=403,m=0) io=92 l0=238 | 0.5ms avg=0.5ms +B5800: pg=740 mem=419(h=419,m=0) io=115 l0=206 | 0.6ms avg=0.5ms +B5900: pg=748 mem=391(h=391,m=0) io=126 l0=231 | 0.6ms avg=0.5ms +B6000: pg=709 mem=386(h=386,m=0) io=100 l0=223 | 0.5ms avg=0.5ms +B6100: pg=780 mem=392(h=392,m=0) io=143 l0=245 | 0.7ms avg=0.5ms +B6200: pg=805 mem=418(h=418,m=0) io=149 l0=238 | 0.8ms avg=0.5ms +B6300: pg=711 mem=370(h=370,m=0) io=103 l0=238 | 0.5ms avg=0.5ms +B6400: pg=725 mem=393(h=393,m=0) io=106 l0=226 | 0.6ms avg=0.5ms +B6500: pg=727 mem=384(h=384,m=0) io=123 l0=220 | 0.6ms avg=0.5ms +B6600: pg=730 mem=363(h=363,m=0) io=127 l0=240 | 0.6ms avg=0.5ms +B6700: pg=778 mem=390(h=390,m=0) io=136 l0=252 | 0.7ms avg=0.5ms +B6800: pg=757 mem=370(h=370,m=0) io=169 l0=218 | 0.9ms avg=0.5ms +B6900: pg=760 mem=367(h=367,m=0) io=150 l0=243 | 0.8ms avg=0.5ms +B7000: pg=752 mem=392(h=392,m=0) io=132 l0=228 | 0.7ms avg=0.5ms +B7100: pg=736 mem=381(h=381,m=0) io=121 l0=234 | 0.6ms avg=0.5ms +B7200: pg=734 mem=381(h=381,m=0) io=107 l0=246 | 0.6ms avg=0.5ms +B7300: pg=734 mem=386(h=386,m=0) io=121 l0=227 | 0.6ms avg=0.5ms +B7400: pg=759 mem=386(h=386,m=0) io=133 l0=240 | 0.7ms avg=0.5ms +B7500: pg=698 mem=387(h=387,m=0) io=79 l0=232 | 0.4ms avg=0.5ms +B7600: pg=701 mem=380(h=380,m=0) io=115 l0=206 | 0.6ms avg=0.5ms +B7700: pg=773 mem=400(h=400,m=0) io=137 l0=236 | 0.7ms avg=0.5ms +B7800: pg=673 mem=363(h=363,m=0) io=94 l0=216 | 0.5ms avg=0.5ms +B7900: pg=760 mem=365(h=365,m=0) io=142 l0=253 | 0.7ms avg=0.5ms +B8000: pg=764 mem=370(h=370,m=0) io=138 l0=256 | 0.7ms avg=0.5ms +B8100: pg=717 mem=354(h=354,m=0) io=137 l0=226 | 0.7ms avg=0.5ms +B8200: pg=763 mem=380(h=380,m=0) io=140 l0=243 | 0.7ms avg=0.5ms +B8300: pg=781 mem=379(h=379,m=0) io=173 l0=229 | 0.9ms avg=0.5ms +B8400: pg=734 mem=414(h=414,m=0) io=89 l0=231 | 0.5ms avg=0.5ms +B8500: pg=771 mem=393(h=393,m=0) io=146 l0=232 | 0.8ms avg=0.5ms +B8600: pg=759 mem=381(h=381,m=0) io=135 l0=243 | 0.7ms avg=0.5ms +B8700: pg=697 mem=356(h=356,m=0) io=100 l0=241 | 0.5ms avg=0.5ms +B8800: pg=722 mem=329(h=329,m=0) io=164 l0=229 | 0.8ms avg=0.5ms +B8900: pg=704 mem=366(h=366,m=0) io=107 l0=231 | 0.6ms avg=0.5ms +B9000: pg=690 mem=359(h=359,m=0) io=96 l0=235 | 0.5ms avg=0.5ms +B9100: pg=756 mem=395(h=395,m=0) io=130 l0=231 | 0.7ms avg=0.5ms +B9200: pg=769 mem=378(h=378,m=0) io=132 l0=259 | 0.7ms avg=0.5ms +B9300: pg=741 mem=377(h=377,m=0) io=110 l0=254 | 0.6ms avg=0.5ms +B9400: pg=767 mem=367(h=367,m=0) io=133 l0=267 | 0.7ms avg=0.6ms +B9500: pg=718 mem=349(h=349,m=0) io=124 l0=245 | 0.6ms avg=0.6ms +B9600: pg=760 mem=376(h=376,m=0) io=135 l0=249 | 0.7ms avg=0.6ms +B9700: pg=770 mem=397(h=397,m=0) io=128 l0=245 | 0.6ms avg=0.6ms +B9800: pg=761 mem=339(h=339,m=0) io=147 l0=275 | 0.8ms avg=0.6ms +B9900: pg=718 mem=346(h=346,m=0) io=107 l0=265 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5581 ms/batch +MEM: 4010822 (hit=4009237 miss=1585 rate=100.0%) +IO: 1057601 | L0: 2084869 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run2.log b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..5a97be3fd1592794a03f32662d4dcaf73832e846 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=477(h=473,m=4) io=227 l0=0 | 1.2ms avg=1.1ms +B 200: pg=668 mem=463(h=463,m=0) io=64 l0=141 | 0.3ms avg=0.8ms +B 300: pg=729 mem=493(h=493,m=0) io=92 l0=144 | 0.5ms avg=0.6ms +B 400: pg=706 mem=469(h=469,m=0) io=77 l0=160 | 0.4ms avg=0.6ms +B 500: pg=751 mem=488(h=488,m=0) io=93 l0=170 | 0.5ms avg=0.5ms +B 600: pg=700 mem=470(h=470,m=0) io=94 l0=136 | 0.5ms avg=0.5ms +B 700: pg=713 mem=435(h=435,m=0) io=99 l0=179 | 0.5ms avg=0.5ms +B 800: pg=679 mem=429(h=429,m=0) io=88 l0=162 | 0.4ms avg=0.5ms +B 900: pg=669 mem=441(h=441,m=0) io=78 l0=150 | 0.4ms avg=0.5ms +B1000: pg=685 mem=456(h=456,m=0) io=94 l0=135 | 0.5ms avg=0.5ms +B1100: pg=646 mem=404(h=404,m=0) io=103 l0=139 | 0.5ms avg=0.5ms +B1200: pg=664 mem=430(h=430,m=0) io=96 l0=138 | 0.5ms avg=0.5ms +B1300: pg=700 mem=450(h=450,m=0) io=92 l0=158 | 0.5ms avg=0.5ms +B1400: pg=749 mem=471(h=471,m=0) io=96 l0=182 | 0.5ms avg=0.5ms +B1500: pg=709 mem=468(h=468,m=0) io=86 l0=155 | 0.4ms avg=0.5ms +B1600: pg=690 mem=428(h=428,m=0) io=106 l0=156 | 0.6ms avg=0.5ms +B1700: pg=701 mem=464(h=464,m=0) io=72 l0=165 | 0.4ms avg=0.5ms +B1800: pg=673 mem=444(h=444,m=0) io=87 l0=142 | 0.4ms avg=0.5ms +B1900: pg=698 mem=466(h=466,m=0) io=74 l0=158 | 0.4ms avg=0.5ms +B2000: pg=706 mem=441(h=441,m=0) io=90 l0=175 | 0.5ms avg=0.5ms +B2100: pg=708 mem=458(h=458,m=0) io=86 l0=164 | 0.4ms avg=0.5ms +B2200: pg=751 mem=441(h=441,m=0) io=107 l0=203 | 0.6ms avg=0.5ms +B2300: pg=669 mem=464(h=464,m=0) io=65 l0=140 | 0.4ms avg=0.5ms +B2400: pg=702 mem=433(h=433,m=0) io=78 l0=191 | 0.4ms avg=0.5ms +B2500: pg=683 mem=434(h=434,m=0) io=104 l0=145 | 0.5ms avg=0.5ms +B2600: pg=737 mem=462(h=462,m=0) io=92 l0=183 | 0.5ms avg=0.5ms +B2700: pg=734 mem=495(h=495,m=0) io=77 l0=162 | 0.4ms avg=0.5ms +B2800: pg=739 mem=454(h=454,m=0) io=110 l0=175 | 0.6ms avg=0.5ms +B2900: pg=686 mem=434(h=434,m=0) io=84 l0=168 | 0.4ms avg=0.5ms +B3000: pg=689 mem=458(h=458,m=0) io=49 l0=182 | 0.3ms avg=0.5ms +B3100: pg=660 mem=428(h=428,m=0) io=89 l0=143 | 0.5ms avg=0.5ms +B3200: pg=753 mem=474(h=474,m=0) io=91 l0=188 | 0.5ms avg=0.5ms +B3300: pg=710 mem=453(h=453,m=0) io=107 l0=150 | 0.6ms avg=0.5ms +B3400: pg=711 mem=426(h=426,m=0) io=121 l0=164 | 0.6ms avg=0.5ms +B3500: pg=733 mem=455(h=455,m=0) io=109 l0=169 | 0.6ms avg=0.5ms +B3600: pg=693 mem=440(h=440,m=0) io=79 l0=174 | 0.4ms avg=0.5ms +B3700: pg=704 mem=437(h=437,m=0) io=89 l0=178 | 0.5ms avg=0.5ms +B3800: pg=741 mem=444(h=444,m=0) io=129 l0=168 | 0.7ms avg=0.5ms +B3900: pg=723 mem=449(h=449,m=0) io=93 l0=181 | 0.5ms avg=0.5ms +B4000: pg=695 mem=435(h=435,m=0) io=98 l0=162 | 0.5ms avg=0.5ms +B4100: pg=722 mem=427(h=427,m=0) io=119 l0=176 | 0.6ms avg=0.5ms +B4200: pg=753 mem=443(h=443,m=0) io=110 l0=200 | 0.6ms avg=0.5ms +B4300: pg=734 mem=463(h=463,m=0) io=98 l0=173 | 0.5ms avg=0.5ms +B4400: pg=702 mem=422(h=422,m=0) io=118 l0=162 | 0.6ms avg=0.5ms +B4500: pg=728 mem=453(h=453,m=0) io=97 l0=178 | 0.5ms avg=0.5ms +B4600: pg=721 mem=437(h=437,m=0) io=115 l0=169 | 0.6ms avg=0.5ms +B4700: pg=712 mem=428(h=428,m=0) io=88 l0=196 | 0.4ms avg=0.5ms +B4800: pg=730 mem=431(h=431,m=0) io=110 l0=189 | 0.6ms avg=0.5ms +B4900: pg=806 mem=441(h=441,m=0) io=135 l0=230 | 0.7ms avg=0.5ms +B5000: pg=719 mem=443(h=443,m=0) io=89 l0=187 | 0.5ms avg=0.5ms +B5100: pg=728 mem=428(h=428,m=0) io=127 l0=173 | 0.6ms avg=0.5ms +B5200: pg=709 mem=410(h=410,m=0) io=98 l0=201 | 0.5ms avg=0.5ms +B5300: pg=802 mem=442(h=442,m=0) io=139 l0=221 | 0.7ms avg=0.5ms +B5400: pg=718 mem=428(h=428,m=0) io=101 l0=189 | 0.5ms avg=0.5ms +B5500: pg=719 mem=423(h=423,m=0) io=101 l0=195 | 0.5ms avg=0.5ms +B5600: pg=699 mem=411(h=411,m=0) io=97 l0=191 | 0.5ms avg=0.5ms +B5700: pg=733 mem=431(h=431,m=0) io=93 l0=209 | 0.5ms avg=0.5ms +B5800: pg=740 mem=459(h=459,m=0) io=118 l0=163 | 0.6ms avg=0.5ms +B5900: pg=748 mem=420(h=420,m=0) io=125 l0=203 | 0.6ms avg=0.5ms +B6000: pg=709 mem=409(h=409,m=0) io=99 l0=201 | 0.5ms avg=0.5ms +B6100: pg=780 mem=438(h=438,m=0) io=141 l0=201 | 0.7ms avg=0.5ms +B6200: pg=805 mem=463(h=463,m=0) io=146 l0=196 | 0.8ms avg=0.5ms +B6300: pg=711 mem=409(h=409,m=0) io=100 l0=202 | 0.5ms avg=0.5ms +B6400: pg=725 mem=429(h=429,m=0) io=104 l0=192 | 0.5ms avg=0.5ms +B6500: pg=727 mem=427(h=427,m=0) io=128 l0=172 | 0.6ms avg=0.5ms +B6600: pg=730 mem=412(h=412,m=0) io=125 l0=193 | 0.6ms avg=0.5ms +B6700: pg=778 mem=431(h=431,m=0) io=138 l0=209 | 0.7ms avg=0.5ms +B6800: pg=757 mem=400(h=400,m=0) io=161 l0=196 | 0.8ms avg=0.5ms +B6900: pg=760 mem=411(h=411,m=0) io=146 l0=203 | 0.8ms avg=0.5ms +B7000: pg=752 mem=432(h=432,m=0) io=131 l0=189 | 0.7ms avg=0.5ms +B7100: pg=736 mem=418(h=418,m=0) io=119 l0=199 | 0.6ms avg=0.5ms +B7200: pg=734 mem=423(h=423,m=0) io=111 l0=200 | 0.6ms avg=0.5ms +B7300: pg=734 mem=411(h=411,m=0) io=125 l0=198 | 0.6ms avg=0.5ms +B7400: pg=759 mem=423(h=423,m=0) io=129 l0=207 | 0.7ms avg=0.5ms +B7500: pg=698 mem=407(h=407,m=0) io=78 l0=213 | 0.4ms avg=0.5ms +B7600: pg=701 mem=399(h=399,m=0) io=114 l0=188 | 0.6ms avg=0.5ms +B7700: pg=773 mem=419(h=419,m=0) io=133 l0=221 | 0.7ms avg=0.5ms +B7800: pg=673 mem=394(h=394,m=0) io=97 l0=182 | 0.5ms avg=0.5ms +B7900: pg=760 mem=392(h=392,m=0) io=149 l0=219 | 0.8ms avg=0.5ms +B8000: pg=764 mem=408(h=408,m=0) io=136 l0=220 | 0.7ms avg=0.5ms +B8100: pg=717 mem=384(h=384,m=0) io=144 l0=189 | 0.7ms avg=0.5ms +B8200: pg=763 mem=410(h=410,m=0) io=138 l0=215 | 0.7ms avg=0.5ms +B8300: pg=781 mem=410(h=410,m=0) io=173 l0=198 | 0.9ms avg=0.5ms +B8400: pg=734 mem=448(h=448,m=0) io=88 l0=198 | 0.4ms avg=0.5ms +B8500: pg=771 mem=413(h=412,m=1) io=152 l0=206 | 0.8ms avg=0.5ms +B8600: pg=759 mem=408(h=408,m=0) io=132 l0=219 | 0.7ms avg=0.5ms +B8700: pg=697 mem=390(h=390,m=0) io=104 l0=203 | 0.5ms avg=0.5ms +B8800: pg=722 mem=359(h=359,m=0) io=158 l0=205 | 0.8ms avg=0.5ms +B8900: pg=704 mem=393(h=393,m=0) io=109 l0=202 | 0.6ms avg=0.5ms +B9000: pg=690 mem=390(h=390,m=0) io=99 l0=201 | 0.5ms avg=0.5ms +B9100: pg=756 mem=417(h=417,m=0) io=121 l0=218 | 0.6ms avg=0.5ms +B9200: pg=769 mem=403(h=403,m=0) io=124 l0=242 | 0.6ms avg=0.5ms +B9300: pg=741 mem=385(h=385,m=0) io=109 l0=247 | 0.6ms avg=0.5ms +B9400: pg=767 mem=392(h=392,m=0) io=135 l0=240 | 0.7ms avg=0.5ms +B9500: pg=718 mem=366(h=366,m=0) io=115 l0=237 | 0.6ms avg=0.5ms +B9600: pg=760 mem=400(h=400,m=0) io=139 l0=221 | 0.7ms avg=0.5ms +B9700: pg=770 mem=413(h=413,m=0) io=129 l0=228 | 0.7ms avg=0.5ms +B9800: pg=761 mem=378(h=378,m=0) io=146 l0=237 | 0.8ms avg=0.6ms +B9900: pg=718 mem=379(h=379,m=0) io=114 l0=225 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5524 ms/batch +MEM: 4284835 (hit=4283481 miss=1354 rate=100.0%) +IO: 1049460 | L0: 1818997 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run3.log b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..399ef5a7cb90b56de3810f2f0c902aca391a91e2 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w100/criteo_kaggle_a0.20_w100_20260501_022713_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=459,m=32) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=473(h=470,m=3) io=231 l0=0 | 1.2ms avg=1.1ms +B 200: pg=668 mem=460(h=460,m=0) io=70 l0=138 | 0.4ms avg=0.8ms +B 300: pg=729 mem=489(h=489,m=0) io=91 l0=149 | 0.5ms avg=0.6ms +B 400: pg=706 mem=464(h=464,m=0) io=78 l0=164 | 0.4ms avg=0.6ms +B 500: pg=751 mem=487(h=487,m=0) io=93 l0=171 | 0.5ms avg=0.5ms +B 600: pg=700 mem=472(h=472,m=0) io=92 l0=136 | 0.5ms avg=0.5ms +B 700: pg=713 mem=437(h=437,m=0) io=103 l0=173 | 0.5ms avg=0.5ms +B 800: pg=679 mem=430(h=430,m=0) io=88 l0=161 | 0.4ms avg=0.5ms +B 900: pg=669 mem=443(h=443,m=0) io=72 l0=154 | 0.4ms avg=0.5ms +B1000: pg=685 mem=455(h=455,m=0) io=89 l0=141 | 0.5ms avg=0.5ms +B1100: pg=646 mem=406(h=406,m=0) io=98 l0=142 | 0.5ms avg=0.5ms +B1200: pg=664 mem=428(h=428,m=0) io=97 l0=139 | 0.5ms avg=0.5ms +B1300: pg=700 mem=449(h=449,m=0) io=92 l0=159 | 0.5ms avg=0.5ms +B1400: pg=749 mem=476(h=476,m=0) io=98 l0=175 | 0.5ms avg=0.5ms +B1500: pg=709 mem=472(h=472,m=0) io=87 l0=150 | 0.4ms avg=0.5ms +B1600: pg=690 mem=430(h=430,m=0) io=103 l0=157 | 0.5ms avg=0.5ms +B1700: pg=701 mem=466(h=466,m=0) io=76 l0=159 | 0.4ms avg=0.5ms +B1800: pg=673 mem=446(h=446,m=0) io=88 l0=139 | 0.4ms avg=0.5ms +B1900: pg=698 mem=462(h=462,m=0) io=71 l0=165 | 0.4ms avg=0.5ms +B2000: pg=706 mem=444(h=444,m=0) io=80 l0=182 | 0.4ms avg=0.5ms +B2100: pg=708 mem=462(h=462,m=0) io=90 l0=156 | 0.5ms avg=0.5ms +B2200: pg=751 mem=443(h=443,m=0) io=107 l0=201 | 0.6ms avg=0.5ms +B2300: pg=669 mem=458(h=458,m=0) io=68 l0=143 | 0.4ms avg=0.5ms +B2400: pg=702 mem=431(h=431,m=0) io=80 l0=191 | 0.4ms avg=0.5ms +B2500: pg=683 mem=438(h=438,m=0) io=103 l0=142 | 0.5ms avg=0.5ms +B2600: pg=737 mem=465(h=465,m=0) io=94 l0=178 | 0.5ms avg=0.4ms +B2700: pg=734 mem=495(h=495,m=0) io=76 l0=163 | 0.4ms avg=0.4ms +B2800: pg=739 mem=450(h=450,m=0) io=109 l0=180 | 0.6ms avg=0.5ms +B2900: pg=686 mem=435(h=435,m=0) io=85 l0=166 | 0.4ms avg=0.5ms +B3000: pg=689 mem=461(h=461,m=0) io=51 l0=177 | 0.3ms avg=0.5ms +B3100: pg=660 mem=425(h=425,m=0) io=87 l0=148 | 0.4ms avg=0.5ms +B3200: pg=753 mem=471(h=471,m=0) io=90 l0=192 | 0.5ms avg=0.5ms +B3300: pg=710 mem=445(h=445,m=0) io=100 l0=165 | 0.5ms avg=0.5ms +B3400: pg=711 mem=432(h=432,m=0) io=119 l0=160 | 0.6ms avg=0.5ms +B3500: pg=733 mem=456(h=456,m=0) io=107 l0=170 | 0.6ms avg=0.5ms +B3600: pg=693 mem=435(h=435,m=0) io=72 l0=186 | 0.4ms avg=0.5ms +B3700: pg=704 mem=436(h=436,m=0) io=89 l0=179 | 0.5ms avg=0.5ms +B3800: pg=741 mem=453(h=453,m=0) io=125 l0=163 | 0.6ms avg=0.5ms +B3900: pg=723 mem=455(h=455,m=0) io=94 l0=174 | 0.5ms avg=0.5ms +B4000: pg=695 mem=440(h=440,m=0) io=94 l0=161 | 0.5ms avg=0.5ms +B4100: pg=722 mem=420(h=420,m=0) io=120 l0=182 | 0.6ms avg=0.5ms +B4200: pg=753 mem=449(h=449,m=0) io=118 l0=186 | 0.6ms avg=0.5ms +B4300: pg=734 mem=465(h=465,m=0) io=106 l0=163 | 0.6ms avg=0.5ms +B4400: pg=702 mem=423(h=423,m=0) io=121 l0=158 | 0.6ms avg=0.5ms +B4500: pg=728 mem=447(h=447,m=0) io=99 l0=182 | 0.5ms avg=0.5ms +B4600: pg=721 mem=438(h=438,m=0) io=113 l0=170 | 0.6ms avg=0.5ms +B4700: pg=712 mem=429(h=429,m=0) io=92 l0=191 | 0.5ms avg=0.5ms +B4800: pg=730 mem=429(h=429,m=0) io=114 l0=187 | 0.6ms avg=0.5ms +B4900: pg=806 mem=448(h=448,m=0) io=134 l0=224 | 0.7ms avg=0.5ms +B5000: pg=719 mem=439(h=439,m=0) io=83 l0=197 | 0.4ms avg=0.5ms +B5100: pg=728 mem=424(h=424,m=0) io=121 l0=183 | 0.6ms avg=0.5ms +B5200: pg=709 mem=402(h=402,m=0) io=98 l0=209 | 0.5ms avg=0.5ms +B5300: pg=802 mem=441(h=441,m=0) io=138 l0=223 | 0.7ms avg=0.5ms +B5400: pg=718 mem=438(h=438,m=0) io=106 l0=174 | 0.6ms avg=0.5ms +B5500: pg=719 mem=425(h=425,m=0) io=105 l0=189 | 0.6ms avg=0.5ms +B5600: pg=699 mem=417(h=417,m=0) io=103 l0=179 | 0.5ms avg=0.5ms +B5700: pg=733 mem=440(h=440,m=0) io=97 l0=196 | 0.5ms avg=0.5ms +B5800: pg=740 mem=462(h=461,m=1) io=114 l0=164 | 0.6ms avg=0.5ms +B5900: pg=748 mem=420(h=420,m=0) io=124 l0=204 | 0.6ms avg=0.5ms +B6000: pg=709 mem=407(h=407,m=0) io=101 l0=201 | 0.5ms avg=0.5ms +B6100: pg=780 mem=432(h=432,m=0) io=141 l0=207 | 0.7ms avg=0.5ms +B6200: pg=805 mem=455(h=455,m=0) io=142 l0=208 | 0.7ms avg=0.5ms +B6300: pg=711 mem=406(h=406,m=0) io=107 l0=198 | 0.6ms avg=0.5ms +B6400: pg=725 mem=426(h=426,m=0) io=102 l0=197 | 0.5ms avg=0.5ms +B6500: pg=727 mem=421(h=421,m=0) io=127 l0=179 | 0.6ms avg=0.5ms +B6600: pg=730 mem=410(h=410,m=0) io=126 l0=194 | 0.6ms avg=0.5ms +B6700: pg=778 mem=431(h=431,m=0) io=132 l0=215 | 0.7ms avg=0.5ms +B6800: pg=757 mem=399(h=399,m=0) io=164 l0=194 | 0.8ms avg=0.5ms +B6900: pg=760 mem=413(h=413,m=0) io=145 l0=202 | 0.8ms avg=0.5ms +B7000: pg=752 mem=428(h=428,m=0) io=130 l0=194 | 0.7ms avg=0.5ms +B7100: pg=736 mem=420(h=420,m=0) io=116 l0=200 | 0.6ms avg=0.5ms +B7200: pg=734 mem=417(h=417,m=0) io=104 l0=213 | 0.5ms avg=0.5ms +B7300: pg=734 mem=420(h=420,m=0) io=120 l0=194 | 0.6ms avg=0.5ms +B7400: pg=759 mem=426(h=426,m=0) io=132 l0=201 | 0.7ms avg=0.5ms +B7500: pg=698 mem=425(h=425,m=0) io=81 l0=192 | 0.4ms avg=0.5ms +B7600: pg=701 mem=408(h=408,m=0) io=116 l0=177 | 0.6ms avg=0.5ms +B7700: pg=773 mem=429(h=429,m=0) io=133 l0=211 | 0.7ms avg=0.5ms +B7800: pg=673 mem=408(h=408,m=0) io=92 l0=173 | 0.5ms avg=0.5ms +B7900: pg=760 mem=405(h=405,m=0) io=140 l0=215 | 0.7ms avg=0.5ms +B8000: pg=764 mem=413(h=413,m=0) io=131 l0=220 | 0.7ms avg=0.5ms +B8100: pg=717 mem=395(h=395,m=0) io=141 l0=181 | 0.7ms avg=0.5ms +B8200: pg=763 mem=412(h=412,m=0) io=140 l0=211 | 0.7ms avg=0.5ms +B8300: pg=781 mem=409(h=409,m=0) io=173 l0=199 | 0.9ms avg=0.5ms +B8400: pg=734 mem=461(h=461,m=0) io=90 l0=183 | 0.5ms avg=0.5ms +B8500: pg=771 mem=422(h=422,m=0) io=146 l0=203 | 0.8ms avg=0.5ms +B8600: pg=759 mem=416(h=416,m=0) io=131 l0=212 | 0.7ms avg=0.5ms +B8700: pg=697 mem=392(h=392,m=0) io=98 l0=207 | 0.5ms avg=0.5ms +B8800: pg=722 mem=369(h=369,m=0) io=156 l0=197 | 0.8ms avg=0.5ms +B8900: pg=704 mem=403(h=403,m=0) io=113 l0=188 | 0.6ms avg=0.5ms +B9000: pg=690 mem=389(h=389,m=0) io=95 l0=206 | 0.5ms avg=0.5ms +B9100: pg=756 mem=430(h=430,m=0) io=120 l0=206 | 0.6ms avg=0.5ms +B9200: pg=769 mem=415(h=415,m=0) io=133 l0=221 | 0.7ms avg=0.5ms +B9300: pg=741 mem=410(h=410,m=0) io=109 l0=222 | 0.6ms avg=0.5ms +B9400: pg=767 mem=395(h=395,m=0) io=131 l0=241 | 0.7ms avg=0.5ms +B9500: pg=718 mem=385(h=385,m=0) io=117 l0=216 | 0.6ms avg=0.5ms +B9600: pg=760 mem=419(h=419,m=0) io=141 l0=200 | 0.7ms avg=0.5ms +B9700: pg=770 mem=434(h=434,m=0) io=126 l0=210 | 0.6ms avg=0.5ms +B9800: pg=761 mem=395(h=395,m=0) io=149 l0=217 | 0.8ms avg=0.5ms +B9900: pg=718 mem=389(h=389,m=0) io=105 l0=224 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5520 ms/batch +MEM: 4306310 (hit=4304982 miss=1328 rate=100.0%) +IO: 1048516 | L0: 1798466 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733.csv b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733.csv new file mode 100644 index 0000000000000000000000000000000000000000..37ac23fb5eb5a51aec0692838356a3b8d1b598e3 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5328,99.9,4789808,973228,1390256,10000,0.20,200,252,6451 +2,0.5313,99.9,4733838,974693,1444761,10000,0.20,200,252,6451 +3,0.5300,99.9,4721313,973142,1458837,10000,0.20,200,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run1.log b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..dc4a46fa862866ec2df21d7189213518f07489dc --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.3ms avg=0.3ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.8ms avg=1.1ms +B 200: pg=668 mem=523(h=520,m=3) io=145 l0=0 | 0.8ms avg=1.4ms +B 300: pg=729 mem=528(h=528,m=0) io=88 l0=113 | 0.4ms avg=1.1ms +B 400: pg=706 mem=520(h=520,m=0) io=71 l0=115 | 0.4ms avg=0.9ms +B 500: pg=751 mem=543(h=543,m=0) io=91 l0=117 | 0.5ms avg=0.8ms +B 600: pg=700 mem=510(h=510,m=0) io=89 l0=101 | 0.5ms avg=0.7ms +B 700: pg=713 mem=490(h=490,m=0) io=94 l0=129 | 0.5ms avg=0.7ms +B 800: pg=679 mem=481(h=481,m=0) io=82 l0=116 | 0.4ms avg=0.7ms +B 900: pg=669 mem=489(h=489,m=0) io=67 l0=113 | 0.4ms avg=0.6ms +B1000: pg=685 mem=496(h=496,m=0) io=86 l0=103 | 0.4ms avg=0.6ms +B1100: pg=646 mem=447(h=447,m=0) io=93 l0=106 | 0.5ms avg=0.6ms +B1200: pg=664 mem=481(h=481,m=0) io=87 l0=96 | 0.4ms avg=0.6ms +B1300: pg=700 mem=511(h=511,m=0) io=82 l0=107 | 0.4ms avg=0.6ms +B1400: pg=749 mem=527(h=527,m=0) io=99 l0=123 | 0.5ms avg=0.5ms +B1500: pg=709 mem=522(h=522,m=0) io=82 l0=105 | 0.4ms avg=0.5ms +B1600: pg=690 mem=474(h=474,m=0) io=99 l0=117 | 0.5ms avg=0.5ms +B1700: pg=701 mem=513(h=513,m=0) io=66 l0=122 | 0.4ms avg=0.5ms +B1800: pg=673 mem=479(h=479,m=0) io=71 l0=123 | 0.4ms avg=0.5ms +B1900: pg=698 mem=508(h=508,m=0) io=65 l0=125 | 0.4ms avg=0.5ms +B2000: pg=706 mem=495(h=495,m=0) io=74 l0=137 | 0.4ms avg=0.5ms +B2100: pg=708 mem=517(h=517,m=0) io=85 l0=106 | 0.4ms avg=0.5ms +B2200: pg=751 mem=507(h=507,m=0) io=98 l0=146 | 0.5ms avg=0.5ms +B2300: pg=669 mem=501(h=501,m=0) io=63 l0=105 | 0.3ms avg=0.5ms +B2400: pg=702 mem=478(h=478,m=0) io=74 l0=150 | 0.4ms avg=0.5ms +B2500: pg=683 mem=472(h=472,m=0) io=91 l0=120 | 0.5ms avg=0.5ms +B2600: pg=737 mem=514(h=514,m=0) io=84 l0=139 | 0.4ms avg=0.5ms +B2700: pg=734 mem=543(h=543,m=0) io=71 l0=120 | 0.4ms avg=0.5ms +B2800: pg=739 mem=504(h=504,m=0) io=103 l0=132 | 0.5ms avg=0.5ms +B2900: pg=686 mem=484(h=484,m=0) io=78 l0=124 | 0.4ms avg=0.5ms +B3000: pg=689 mem=498(h=498,m=0) io=50 l0=141 | 0.3ms avg=0.5ms +B3100: pg=660 mem=454(h=454,m=0) io=84 l0=122 | 0.4ms avg=0.5ms +B3200: pg=753 mem=522(h=522,m=0) io=90 l0=141 | 0.5ms avg=0.5ms +B3300: pg=710 mem=486(h=486,m=0) io=91 l0=133 | 0.5ms avg=0.5ms +B3400: pg=711 mem=482(h=482,m=0) io=110 l0=119 | 0.6ms avg=0.5ms +B3500: pg=733 mem=515(h=515,m=0) io=106 l0=112 | 0.6ms avg=0.5ms +B3600: pg=693 mem=482(h=482,m=0) io=73 l0=138 | 0.4ms avg=0.5ms +B3700: pg=704 mem=490(h=490,m=0) io=84 l0=130 | 0.4ms avg=0.5ms +B3800: pg=741 mem=492(h=492,m=0) io=121 l0=128 | 0.6ms avg=0.5ms +B3900: pg=723 mem=510(h=510,m=0) io=90 l0=123 | 0.5ms avg=0.5ms +B4000: pg=695 mem=477(h=477,m=0) io=83 l0=135 | 0.4ms avg=0.5ms +B4100: pg=722 mem=476(h=476,m=0) io=112 l0=134 | 0.6ms avg=0.5ms +B4200: pg=753 mem=486(h=486,m=0) io=103 l0=164 | 0.5ms avg=0.5ms +B4300: pg=734 mem=507(h=507,m=0) io=104 l0=123 | 0.5ms avg=0.5ms +B4400: pg=702 mem=455(h=455,m=0) io=113 l0=134 | 0.6ms avg=0.5ms +B4500: pg=728 mem=513(h=513,m=0) io=89 l0=126 | 0.5ms avg=0.5ms +B4600: pg=721 mem=481(h=481,m=0) io=110 l0=130 | 0.6ms avg=0.5ms +B4700: pg=712 mem=480(h=480,m=0) io=89 l0=143 | 0.5ms avg=0.5ms +B4800: pg=730 mem=492(h=492,m=0) io=102 l0=136 | 0.5ms avg=0.5ms +B4900: pg=806 mem=513(h=513,m=0) io=131 l0=162 | 0.7ms avg=0.5ms +B5000: pg=719 mem=489(h=489,m=0) io=88 l0=142 | 0.4ms avg=0.5ms +B5100: pg=728 mem=473(h=473,m=0) io=118 l0=137 | 0.6ms avg=0.5ms +B5200: pg=709 mem=471(h=471,m=0) io=84 l0=154 | 0.4ms avg=0.5ms +B5300: pg=802 mem=504(h=504,m=0) io=129 l0=169 | 0.7ms avg=0.5ms +B5400: pg=718 mem=477(h=477,m=0) io=100 l0=141 | 0.5ms avg=0.5ms +B5500: pg=719 mem=478(h=478,m=0) io=91 l0=150 | 0.5ms avg=0.5ms +B5600: pg=699 mem=464(h=464,m=0) io=93 l0=142 | 0.5ms avg=0.5ms +B5700: pg=733 mem=499(h=499,m=0) io=87 l0=147 | 0.4ms avg=0.5ms +B5800: pg=740 mem=497(h=497,m=0) io=106 l0=137 | 0.6ms avg=0.5ms +B5900: pg=748 mem=466(h=466,m=0) io=117 l0=165 | 0.6ms avg=0.5ms +B6000: pg=709 mem=467(h=467,m=0) io=97 l0=145 | 0.5ms avg=0.5ms +B6100: pg=780 mem=478(h=478,m=0) io=128 l0=174 | 0.6ms avg=0.5ms +B6200: pg=805 mem=509(h=509,m=0) io=143 l0=153 | 0.7ms avg=0.5ms +B6300: pg=711 mem=463(h=463,m=0) io=95 l0=153 | 0.5ms avg=0.5ms +B6400: pg=725 mem=478(h=478,m=0) io=98 l0=149 | 0.5ms avg=0.5ms +B6500: pg=727 mem=471(h=471,m=0) io=114 l0=142 | 0.6ms avg=0.5ms +B6600: pg=730 mem=454(h=454,m=0) io=112 l0=164 | 0.6ms avg=0.5ms +B6700: pg=778 mem=493(h=493,m=0) io=125 l0=160 | 0.6ms avg=0.5ms +B6800: pg=757 mem=447(h=447,m=0) io=163 l0=147 | 0.8ms avg=0.5ms +B6900: pg=760 mem=456(h=456,m=0) io=141 l0=163 | 0.7ms avg=0.5ms +B7000: pg=752 mem=468(h=468,m=0) io=122 l0=162 | 0.6ms avg=0.5ms +B7100: pg=736 mem=457(h=457,m=0) io=111 l0=168 | 0.6ms avg=0.5ms +B7200: pg=734 mem=471(h=471,m=0) io=95 l0=168 | 0.5ms avg=0.5ms +B7300: pg=734 mem=469(h=469,m=0) io=113 l0=152 | 0.6ms avg=0.5ms +B7400: pg=759 mem=474(h=474,m=0) io=125 l0=160 | 0.6ms avg=0.5ms +B7500: pg=698 mem=464(h=464,m=0) io=70 l0=164 | 0.4ms avg=0.5ms +B7600: pg=701 mem=447(h=447,m=0) io=102 l0=152 | 0.5ms avg=0.5ms +B7700: pg=773 mem=487(h=487,m=0) io=123 l0=163 | 0.6ms avg=0.5ms +B7800: pg=673 mem=437(h=437,m=0) io=92 l0=144 | 0.5ms avg=0.5ms +B7900: pg=760 mem=445(h=445,m=0) io=135 l0=180 | 0.7ms avg=0.5ms +B8000: pg=764 mem=454(h=454,m=0) io=131 l0=179 | 0.7ms avg=0.5ms +B8100: pg=717 mem=433(h=433,m=0) io=131 l0=153 | 0.7ms avg=0.5ms +B8200: pg=763 mem=458(h=458,m=0) io=134 l0=171 | 0.7ms avg=0.5ms +B8300: pg=781 mem=455(h=455,m=0) io=154 l0=172 | 0.8ms avg=0.5ms +B8400: pg=734 mem=475(h=474,m=1) io=88 l0=171 | 0.4ms avg=0.5ms +B8500: pg=771 mem=468(h=468,m=0) io=141 l0=162 | 0.7ms avg=0.5ms +B8600: pg=759 mem=479(h=479,m=0) io=123 l0=157 | 0.6ms avg=0.5ms +B8700: pg=697 mem=444(h=444,m=0) io=91 l0=162 | 0.5ms avg=0.5ms +B8800: pg=722 mem=406(h=406,m=0) io=155 l0=161 | 0.8ms avg=0.5ms +B8900: pg=704 mem=438(h=438,m=0) io=105 l0=161 | 0.6ms avg=0.5ms +B9000: pg=690 mem=437(h=437,m=0) io=83 l0=170 | 0.4ms avg=0.5ms +B9100: pg=756 mem=476(h=476,m=0) io=118 l0=162 | 0.6ms avg=0.5ms +B9200: pg=769 mem=476(h=476,m=0) io=120 l0=173 | 0.6ms avg=0.5ms +B9300: pg=741 mem=458(h=458,m=0) io=100 l0=183 | 0.5ms avg=0.5ms +B9400: pg=767 mem=439(h=439,m=0) io=122 l0=206 | 0.6ms avg=0.5ms +B9500: pg=718 mem=421(h=421,m=0) io=110 l0=187 | 0.6ms avg=0.5ms +B9600: pg=760 mem=456(h=456,m=0) io=133 l0=171 | 0.7ms avg=0.5ms +B9700: pg=770 mem=483(h=483,m=0) io=122 l0=165 | 0.6ms avg=0.5ms +B9800: pg=761 mem=423(h=423,m=0) io=133 l0=205 | 0.7ms avg=0.5ms +B9900: pg=718 mem=423(h=423,m=0) io=104 l0=191 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5328 ms/batch +MEM: 4789808 (hit=4786654 miss=3154 rate=99.9%) +IO: 973228 | L0: 1390256 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run2.log b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..1d115ab371612d216a2148a1870ca72bebc8d9c2 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=688,m=16) io=0 l0=0 | 1.6ms avg=1.2ms +B 200: pg=668 mem=521(h=519,m=2) io=147 l0=0 | 0.8ms avg=1.3ms +B 300: pg=729 mem=526(h=526,m=0) io=85 l0=118 | 0.4ms avg=1.0ms +B 400: pg=706 mem=518(h=518,m=0) io=70 l0=118 | 0.4ms avg=0.9ms +B 500: pg=751 mem=542(h=542,m=0) io=85 l0=124 | 0.4ms avg=0.8ms +B 600: pg=700 mem=512(h=512,m=0) io=84 l0=104 | 0.4ms avg=0.7ms +B 700: pg=713 mem=489(h=489,m=0) io=94 l0=130 | 0.5ms avg=0.7ms +B 800: pg=679 mem=484(h=484,m=0) io=83 l0=112 | 0.4ms avg=0.6ms +B 900: pg=669 mem=491(h=491,m=0) io=71 l0=107 | 0.4ms avg=0.6ms +B1000: pg=685 mem=503(h=503,m=0) io=83 l0=99 | 0.4ms avg=0.6ms +B1100: pg=646 mem=450(h=450,m=0) io=94 l0=102 | 0.5ms avg=0.6ms +B1200: pg=664 mem=482(h=482,m=0) io=88 l0=94 | 0.4ms avg=0.6ms +B1300: pg=700 mem=510(h=510,m=0) io=80 l0=110 | 0.4ms avg=0.5ms +B1400: pg=749 mem=527(h=527,m=0) io=93 l0=129 | 0.5ms avg=0.5ms +B1500: pg=709 mem=521(h=521,m=0) io=80 l0=108 | 0.4ms avg=0.5ms +B1600: pg=690 mem=480(h=480,m=0) io=97 l0=113 | 0.5ms avg=0.5ms +B1700: pg=701 mem=511(h=511,m=0) io=67 l0=123 | 0.4ms avg=0.5ms +B1800: pg=673 mem=483(h=483,m=0) io=73 l0=117 | 0.4ms avg=0.5ms +B1900: pg=698 mem=517(h=517,m=0) io=67 l0=114 | 0.4ms avg=0.5ms +B2000: pg=706 mem=499(h=499,m=0) io=76 l0=131 | 0.4ms avg=0.5ms +B2100: pg=708 mem=517(h=517,m=0) io=80 l0=111 | 0.4ms avg=0.5ms +B2200: pg=751 mem=509(h=509,m=0) io=100 l0=142 | 0.5ms avg=0.5ms +B2300: pg=669 mem=506(h=506,m=0) io=63 l0=100 | 0.3ms avg=0.5ms +B2400: pg=702 mem=486(h=486,m=0) io=78 l0=138 | 0.4ms avg=0.5ms +B2500: pg=683 mem=472(h=472,m=0) io=95 l0=116 | 0.5ms avg=0.5ms +B2600: pg=737 mem=524(h=524,m=0) io=86 l0=127 | 0.4ms avg=0.5ms +B2700: pg=734 mem=549(h=549,m=0) io=71 l0=114 | 0.4ms avg=0.5ms +B2800: pg=739 mem=507(h=507,m=0) io=104 l0=128 | 0.5ms avg=0.5ms +B2900: pg=686 mem=484(h=484,m=0) io=81 l0=121 | 0.4ms avg=0.5ms +B3000: pg=689 mem=505(h=505,m=0) io=50 l0=134 | 0.3ms avg=0.5ms +B3100: pg=660 mem=453(h=453,m=0) io=85 l0=122 | 0.4ms avg=0.5ms +B3200: pg=753 mem=531(h=531,m=0) io=90 l0=132 | 0.5ms avg=0.5ms +B3300: pg=710 mem=483(h=483,m=0) io=87 l0=140 | 0.4ms avg=0.5ms +B3400: pg=711 mem=479(h=479,m=0) io=107 l0=125 | 0.6ms avg=0.5ms +B3500: pg=733 mem=508(h=508,m=0) io=98 l0=127 | 0.5ms avg=0.5ms +B3600: pg=693 mem=481(h=481,m=0) io=76 l0=136 | 0.4ms avg=0.5ms +B3700: pg=704 mem=491(h=491,m=0) io=84 l0=129 | 0.4ms avg=0.5ms +B3800: pg=741 mem=501(h=501,m=0) io=122 l0=118 | 0.6ms avg=0.5ms +B3900: pg=723 mem=502(h=502,m=0) io=88 l0=133 | 0.4ms avg=0.5ms +B4000: pg=695 mem=485(h=485,m=0) io=86 l0=124 | 0.4ms avg=0.5ms +B4100: pg=722 mem=473(h=473,m=0) io=107 l0=142 | 0.6ms avg=0.5ms +B4200: pg=753 mem=485(h=485,m=0) io=109 l0=159 | 0.6ms avg=0.5ms +B4300: pg=734 mem=503(h=503,m=0) io=97 l0=134 | 0.5ms avg=0.5ms +B4400: pg=702 mem=456(h=456,m=0) io=116 l0=130 | 0.6ms avg=0.5ms +B4500: pg=728 mem=504(h=504,m=0) io=87 l0=137 | 0.4ms avg=0.5ms +B4600: pg=721 mem=482(h=482,m=0) io=110 l0=129 | 0.6ms avg=0.5ms +B4700: pg=712 mem=480(h=480,m=0) io=87 l0=145 | 0.4ms avg=0.5ms +B4800: pg=730 mem=487(h=487,m=0) io=106 l0=137 | 0.6ms avg=0.5ms +B4900: pg=806 mem=511(h=511,m=0) io=126 l0=169 | 0.6ms avg=0.5ms +B5000: pg=719 mem=483(h=483,m=0) io=85 l0=151 | 0.4ms avg=0.5ms +B5100: pg=728 mem=473(h=473,m=0) io=118 l0=137 | 0.6ms avg=0.5ms +B5200: pg=709 mem=461(h=461,m=0) io=81 l0=167 | 0.4ms avg=0.5ms +B5300: pg=802 mem=504(h=504,m=0) io=134 l0=164 | 0.7ms avg=0.5ms +B5400: pg=718 mem=464(h=464,m=0) io=95 l0=159 | 0.5ms avg=0.5ms +B5500: pg=719 mem=473(h=472,m=1) io=92 l0=154 | 0.5ms avg=0.5ms +B5600: pg=699 mem=451(h=451,m=0) io=91 l0=157 | 0.5ms avg=0.5ms +B5700: pg=733 mem=482(h=482,m=0) io=88 l0=163 | 0.4ms avg=0.5ms +B5800: pg=740 mem=485(h=485,m=0) io=107 l0=148 | 0.6ms avg=0.5ms +B5900: pg=748 mem=461(h=461,m=0) io=118 l0=169 | 0.6ms avg=0.5ms +B6000: pg=709 mem=453(h=453,m=0) io=95 l0=161 | 0.5ms avg=0.5ms +B6100: pg=780 mem=464(h=464,m=0) io=131 l0=185 | 0.7ms avg=0.5ms +B6200: pg=805 mem=501(h=500,m=1) io=145 l0=159 | 0.8ms avg=0.5ms +B6300: pg=711 mem=450(h=450,m=0) io=97 l0=164 | 0.5ms avg=0.5ms +B6400: pg=725 mem=466(h=466,m=0) io=102 l0=157 | 0.5ms avg=0.5ms +B6500: pg=727 mem=461(h=461,m=0) io=117 l0=149 | 0.6ms avg=0.5ms +B6600: pg=730 mem=441(h=441,m=0) io=113 l0=176 | 0.6ms avg=0.5ms +B6700: pg=778 mem=482(h=482,m=0) io=128 l0=168 | 0.6ms avg=0.5ms +B6800: pg=757 mem=443(h=443,m=0) io=159 l0=155 | 0.8ms avg=0.5ms +B6900: pg=760 mem=453(h=453,m=0) io=139 l0=168 | 0.7ms avg=0.5ms +B7000: pg=752 mem=453(h=453,m=0) io=119 l0=180 | 0.6ms avg=0.5ms +B7100: pg=736 mem=444(h=444,m=0) io=104 l0=188 | 0.5ms avg=0.5ms +B7200: pg=734 mem=456(h=456,m=0) io=101 l0=177 | 0.5ms avg=0.5ms +B7300: pg=734 mem=451(h=451,m=0) io=118 l0=165 | 0.6ms avg=0.5ms +B7400: pg=759 mem=459(h=459,m=0) io=127 l0=173 | 0.6ms avg=0.5ms +B7500: pg=698 mem=450(h=450,m=0) io=67 l0=181 | 0.4ms avg=0.5ms +B7600: pg=701 mem=434(h=434,m=0) io=106 l0=161 | 0.6ms avg=0.5ms +B7700: pg=773 mem=478(h=478,m=0) io=112 l0=183 | 0.6ms avg=0.5ms +B7800: pg=673 mem=410(h=410,m=0) io=89 l0=174 | 0.5ms avg=0.5ms +B7900: pg=760 mem=434(h=434,m=0) io=132 l0=194 | 0.7ms avg=0.5ms +B8000: pg=764 mem=439(h=439,m=0) io=133 l0=192 | 0.7ms avg=0.5ms +B8100: pg=717 mem=420(h=420,m=0) io=138 l0=159 | 0.7ms avg=0.5ms +B8200: pg=763 mem=442(h=442,m=0) io=136 l0=185 | 0.7ms avg=0.5ms +B8300: pg=781 mem=433(h=433,m=0) io=152 l0=196 | 0.8ms avg=0.5ms +B8400: pg=734 mem=474(h=474,m=0) io=87 l0=173 | 0.4ms avg=0.5ms +B8500: pg=771 mem=457(h=457,m=0) io=141 l0=173 | 0.7ms avg=0.5ms +B8600: pg=759 mem=447(h=447,m=0) io=121 l0=191 | 0.6ms avg=0.5ms +B8700: pg=697 mem=434(h=434,m=0) io=93 l0=170 | 0.5ms avg=0.5ms +B8800: pg=722 mem=394(h=394,m=0) io=154 l0=174 | 0.8ms avg=0.5ms +B8900: pg=704 mem=431(h=431,m=0) io=106 l0=167 | 0.6ms avg=0.5ms +B9000: pg=690 mem=419(h=419,m=0) io=92 l0=179 | 0.5ms avg=0.5ms +B9100: pg=756 mem=460(h=460,m=0) io=118 l0=178 | 0.6ms avg=0.5ms +B9200: pg=769 mem=451(h=451,m=0) io=125 l0=193 | 0.6ms avg=0.5ms +B9300: pg=741 mem=446(h=446,m=0) io=105 l0=190 | 0.6ms avg=0.5ms +B9400: pg=767 mem=430(h=430,m=0) io=123 l0=214 | 0.6ms avg=0.5ms +B9500: pg=718 mem=406(h=406,m=0) io=108 l0=204 | 0.6ms avg=0.5ms +B9600: pg=760 mem=445(h=445,m=0) io=130 l0=185 | 0.7ms avg=0.5ms +B9700: pg=770 mem=469(h=469,m=0) io=122 l0=179 | 0.6ms avg=0.5ms +B9800: pg=761 mem=408(h=408,m=0) io=134 l0=219 | 0.7ms avg=0.5ms +B9900: pg=718 mem=415(h=415,m=0) io=103 l0=200 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5313 ms/batch +MEM: 4733838 (hit=4730772 miss=3066 rate=99.9%) +IO: 974693 | L0: 1444761 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run3.log b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..f260ad9eea074daf7d1e79313b3abe0d7bad5f9f --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w200/criteo_kaggle_a0.20_w200_20260501_022733_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=521(h=519,m=2) io=147 l0=0 | 0.8ms avg=1.3ms +B 300: pg=729 mem=526(h=526,m=0) io=86 l0=117 | 0.4ms avg=1.0ms +B 400: pg=706 mem=517(h=517,m=0) io=72 l0=117 | 0.4ms avg=0.9ms +B 500: pg=751 mem=542(h=542,m=0) io=88 l0=121 | 0.4ms avg=0.8ms +B 600: pg=700 mem=509(h=509,m=0) io=86 l0=105 | 0.4ms avg=0.7ms +B 700: pg=713 mem=490(h=490,m=0) io=92 l0=131 | 0.5ms avg=0.7ms +B 800: pg=679 mem=479(h=479,m=0) io=82 l0=118 | 0.4ms avg=0.6ms +B 900: pg=669 mem=486(h=486,m=0) io=70 l0=113 | 0.4ms avg=0.6ms +B1000: pg=685 mem=499(h=499,m=0) io=87 l0=99 | 0.4ms avg=0.6ms +B1100: pg=646 mem=447(h=447,m=0) io=95 l0=104 | 0.5ms avg=0.6ms +B1200: pg=664 mem=481(h=481,m=0) io=88 l0=95 | 0.4ms avg=0.5ms +B1300: pg=700 mem=509(h=509,m=0) io=85 l0=106 | 0.4ms avg=0.5ms +B1400: pg=749 mem=525(h=525,m=0) io=89 l0=135 | 0.5ms avg=0.5ms +B1500: pg=709 mem=514(h=514,m=0) io=79 l0=116 | 0.4ms avg=0.5ms +B1600: pg=690 mem=473(h=472,m=1) io=100 l0=117 | 0.5ms avg=0.5ms +B1700: pg=701 mem=511(h=511,m=0) io=67 l0=123 | 0.4ms avg=0.5ms +B1800: pg=673 mem=474(h=474,m=0) io=68 l0=131 | 0.4ms avg=0.5ms +B1900: pg=698 mem=511(h=511,m=0) io=71 l0=116 | 0.4ms avg=0.5ms +B2000: pg=706 mem=494(h=494,m=0) io=71 l0=141 | 0.4ms avg=0.5ms +B2100: pg=708 mem=515(h=515,m=0) io=83 l0=110 | 0.4ms avg=0.5ms +B2200: pg=751 mem=503(h=503,m=0) io=98 l0=150 | 0.5ms avg=0.5ms +B2300: pg=669 mem=493(h=493,m=0) io=60 l0=116 | 0.3ms avg=0.5ms +B2400: pg=702 mem=468(h=468,m=0) io=74 l0=160 | 0.4ms avg=0.5ms +B2500: pg=683 mem=467(h=467,m=0) io=91 l0=125 | 0.5ms avg=0.5ms +B2600: pg=737 mem=515(h=514,m=1) io=81 l0=141 | 0.4ms avg=0.5ms +B2700: pg=734 mem=535(h=534,m=1) io=73 l0=126 | 0.4ms avg=0.5ms +B2800: pg=739 mem=497(h=497,m=0) io=104 l0=138 | 0.5ms avg=0.5ms +B2900: pg=686 mem=479(h=479,m=0) io=82 l0=125 | 0.4ms avg=0.5ms +B3000: pg=689 mem=503(h=503,m=0) io=49 l0=137 | 0.3ms avg=0.5ms +B3100: pg=660 mem=448(h=448,m=0) io=85 l0=127 | 0.4ms avg=0.5ms +B3200: pg=753 mem=524(h=524,m=0) io=89 l0=140 | 0.5ms avg=0.5ms +B3300: pg=710 mem=483(h=483,m=0) io=93 l0=134 | 0.5ms avg=0.5ms +B3400: pg=711 mem=473(h=473,m=0) io=107 l0=131 | 0.6ms avg=0.5ms +B3500: pg=733 mem=503(h=503,m=0) io=104 l0=126 | 0.5ms avg=0.5ms +B3600: pg=693 mem=464(h=463,m=1) io=70 l0=159 | 0.4ms avg=0.5ms +B3700: pg=704 mem=482(h=482,m=0) io=82 l0=140 | 0.4ms avg=0.5ms +B3800: pg=741 mem=481(h=481,m=0) io=121 l0=139 | 0.6ms avg=0.5ms +B3900: pg=723 mem=493(h=493,m=0) io=89 l0=141 | 0.5ms avg=0.5ms +B4000: pg=695 mem=465(h=465,m=0) io=87 l0=143 | 0.4ms avg=0.5ms +B4100: pg=722 mem=466(h=466,m=0) io=111 l0=145 | 0.6ms avg=0.5ms +B4200: pg=753 mem=476(h=476,m=0) io=105 l0=172 | 0.6ms avg=0.5ms +B4300: pg=734 mem=499(h=499,m=0) io=98 l0=137 | 0.5ms avg=0.5ms +B4400: pg=702 mem=456(h=456,m=0) io=113 l0=133 | 0.6ms avg=0.5ms +B4500: pg=728 mem=491(h=491,m=0) io=93 l0=144 | 0.5ms avg=0.5ms +B4600: pg=721 mem=479(h=479,m=0) io=109 l0=133 | 0.6ms avg=0.5ms +B4700: pg=712 mem=476(h=476,m=0) io=86 l0=150 | 0.4ms avg=0.5ms +B4800: pg=730 mem=484(h=484,m=0) io=101 l0=145 | 0.5ms avg=0.5ms +B4900: pg=806 mem=505(h=505,m=0) io=129 l0=172 | 0.7ms avg=0.5ms +B5000: pg=719 mem=485(h=485,m=0) io=89 l0=145 | 0.5ms avg=0.5ms +B5100: pg=728 mem=469(h=469,m=0) io=116 l0=143 | 0.6ms avg=0.5ms +B5200: pg=709 mem=461(h=461,m=0) io=81 l0=167 | 0.4ms avg=0.5ms +B5300: pg=802 mem=506(h=506,m=0) io=131 l0=165 | 0.7ms avg=0.5ms +B5400: pg=718 mem=468(h=468,m=0) io=96 l0=154 | 0.5ms avg=0.5ms +B5500: pg=719 mem=471(h=471,m=0) io=90 l0=158 | 0.5ms avg=0.5ms +B5600: pg=699 mem=448(h=448,m=0) io=95 l0=156 | 0.5ms avg=0.5ms +B5700: pg=733 mem=488(h=488,m=0) io=89 l0=156 | 0.5ms avg=0.5ms +B5800: pg=740 mem=494(h=494,m=0) io=103 l0=143 | 0.5ms avg=0.5ms +B5900: pg=748 mem=468(h=468,m=0) io=118 l0=162 | 0.6ms avg=0.5ms +B6000: pg=709 mem=447(h=447,m=0) io=91 l0=171 | 0.5ms avg=0.5ms +B6100: pg=780 mem=474(h=474,m=0) io=138 l0=168 | 0.7ms avg=0.5ms +B6200: pg=805 mem=506(h=506,m=0) io=141 l0=158 | 0.7ms avg=0.5ms +B6300: pg=711 mem=448(h=448,m=0) io=98 l0=165 | 0.5ms avg=0.5ms +B6400: pg=725 mem=468(h=468,m=0) io=98 l0=159 | 0.5ms avg=0.5ms +B6500: pg=727 mem=458(h=458,m=0) io=115 l0=154 | 0.6ms avg=0.5ms +B6600: pg=730 mem=446(h=446,m=0) io=114 l0=170 | 0.6ms avg=0.5ms +B6700: pg=778 mem=489(h=488,m=1) io=130 l0=159 | 0.7ms avg=0.5ms +B6800: pg=757 mem=447(h=447,m=0) io=152 l0=158 | 0.8ms avg=0.5ms +B6900: pg=760 mem=457(h=457,m=0) io=136 l0=167 | 0.7ms avg=0.5ms +B7000: pg=752 mem=457(h=457,m=0) io=121 l0=174 | 0.6ms avg=0.5ms +B7100: pg=736 mem=455(h=455,m=0) io=108 l0=173 | 0.6ms avg=0.5ms +B7200: pg=734 mem=470(h=470,m=0) io=99 l0=165 | 0.5ms avg=0.5ms +B7300: pg=734 mem=458(h=458,m=0) io=115 l0=161 | 0.6ms avg=0.5ms +B7400: pg=759 mem=481(h=481,m=0) io=127 l0=151 | 0.6ms avg=0.5ms +B7500: pg=698 mem=463(h=463,m=0) io=75 l0=160 | 0.4ms avg=0.5ms +B7600: pg=701 mem=435(h=435,m=0) io=106 l0=160 | 0.6ms avg=0.5ms +B7700: pg=773 mem=479(h=478,m=1) io=116 l0=178 | 0.6ms avg=0.5ms +B7800: pg=673 mem=424(h=424,m=0) io=88 l0=161 | 0.4ms avg=0.5ms +B7900: pg=760 mem=442(h=442,m=0) io=137 l0=181 | 0.7ms avg=0.5ms +B8000: pg=764 mem=447(h=447,m=0) io=133 l0=184 | 0.7ms avg=0.5ms +B8100: pg=717 mem=426(h=426,m=0) io=130 l0=161 | 0.7ms avg=0.5ms +B8200: pg=763 mem=449(h=449,m=0) io=133 l0=181 | 0.7ms avg=0.5ms +B8300: pg=781 mem=433(h=433,m=0) io=158 l0=190 | 0.8ms avg=0.5ms +B8400: pg=734 mem=484(h=484,m=0) io=86 l0=164 | 0.4ms avg=0.5ms +B8500: pg=771 mem=453(h=453,m=0) io=141 l0=177 | 0.7ms avg=0.5ms +B8600: pg=759 mem=459(h=459,m=0) io=124 l0=176 | 0.6ms avg=0.5ms +B8700: pg=697 mem=421(h=421,m=0) io=90 l0=186 | 0.5ms avg=0.5ms +B8800: pg=722 mem=390(h=389,m=1) io=150 l0=182 | 0.8ms avg=0.5ms +B8900: pg=704 mem=427(h=427,m=0) io=104 l0=173 | 0.5ms avg=0.5ms +B9000: pg=690 mem=420(h=420,m=0) io=84 l0=186 | 0.4ms avg=0.5ms +B9100: pg=756 mem=457(h=457,m=0) io=118 l0=181 | 0.6ms avg=0.5ms +B9200: pg=769 mem=459(h=458,m=1) io=123 l0=187 | 0.6ms avg=0.5ms +B9300: pg=741 mem=449(h=449,m=0) io=98 l0=194 | 0.5ms avg=0.5ms +B9400: pg=767 mem=434(h=434,m=0) io=122 l0=211 | 0.6ms avg=0.5ms +B9500: pg=718 mem=403(h=403,m=0) io=107 l0=208 | 0.6ms avg=0.5ms +B9600: pg=760 mem=440(h=440,m=0) io=127 l0=193 | 0.6ms avg=0.5ms +B9700: pg=770 mem=458(h=458,m=0) io=117 l0=195 | 0.6ms avg=0.5ms +B9800: pg=761 mem=408(h=408,m=0) io=133 l0=220 | 0.7ms avg=0.5ms +B9900: pg=718 mem=410(h=410,m=0) io=103 l0=205 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5300 ms/batch +MEM: 4721313 (hit=4718296 miss=3017 rate=99.9%) +IO: 973142 | L0: 1458837 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run1.log b/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..eb64036a00128253c53a3eb680d5d3cf13835d93 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=417(h=417,m=0) io=80 l0=207 | 0.4ms avg=1.0ms +B 200: pg=668 mem=389(h=389,m=0) io=67 l0=212 | 0.4ms avg=0.7ms +B 300: pg=729 mem=414(h=414,m=0) io=101 l0=214 | 0.5ms avg=0.6ms +B 400: pg=706 mem=397(h=397,m=0) io=84 l0=225 | 0.4ms avg=0.5ms +B 500: pg=751 mem=413(h=413,m=0) io=106 l0=232 | 0.6ms avg=0.5ms +B 600: pg=700 mem=401(h=401,m=0) io=102 l0=197 | 0.5ms avg=0.5ms +B 700: pg=713 mem=376(h=376,m=0) io=103 l0=234 | 0.5ms avg=0.5ms +B 800: pg=679 mem=359(h=359,m=0) io=95 l0=225 | 0.5ms avg=0.5ms +B 900: pg=669 mem=378(h=378,m=0) io=77 l0=214 | 0.4ms avg=0.5ms +B1000: pg=685 mem=395(h=395,m=0) io=97 l0=193 | 0.5ms avg=0.5ms +B1100: pg=646 mem=355(h=355,m=0) io=106 l0=185 | 0.6ms avg=0.5ms +B1200: pg=664 mem=381(h=381,m=0) io=99 l0=184 | 0.5ms avg=0.5ms +B1300: pg=700 mem=390(h=390,m=0) io=95 l0=215 | 0.5ms avg=0.5ms +B1400: pg=749 mem=403(h=403,m=0) io=109 l0=237 | 0.6ms avg=0.5ms +B1500: pg=709 mem=392(h=392,m=0) io=87 l0=230 | 0.4ms avg=0.5ms +B1600: pg=690 mem=378(h=378,m=0) io=107 l0=205 | 0.6ms avg=0.5ms +B1700: pg=701 mem=400(h=400,m=0) io=77 l0=224 | 0.4ms avg=0.5ms +B1800: pg=673 mem=386(h=386,m=0) io=97 l0=190 | 0.5ms avg=0.5ms +B1900: pg=698 mem=400(h=400,m=0) io=73 l0=225 | 0.4ms avg=0.5ms +B2000: pg=706 mem=380(h=380,m=0) io=86 l0=240 | 0.4ms avg=0.5ms +B2100: pg=708 mem=392(h=392,m=0) io=94 l0=222 | 0.5ms avg=0.5ms +B2200: pg=751 mem=370(h=370,m=0) io=111 l0=270 | 0.6ms avg=0.5ms +B2300: pg=669 mem=393(h=393,m=0) io=71 l0=205 | 0.4ms avg=0.5ms +B2400: pg=702 mem=370(h=370,m=0) io=83 l0=249 | 0.4ms avg=0.5ms +B2500: pg=683 mem=378(h=378,m=0) io=106 l0=199 | 0.6ms avg=0.5ms +B2600: pg=737 mem=400(h=400,m=0) io=94 l0=243 | 0.5ms avg=0.5ms +B2700: pg=734 mem=410(h=410,m=0) io=79 l0=245 | 0.4ms avg=0.5ms +B2800: pg=739 mem=386(h=386,m=0) io=114 l0=239 | 0.6ms avg=0.5ms +B2900: pg=686 mem=371(h=371,m=0) io=88 l0=227 | 0.4ms avg=0.5ms +B3000: pg=689 mem=396(h=396,m=0) io=60 l0=233 | 0.3ms avg=0.5ms +B3100: pg=660 mem=356(h=356,m=0) io=93 l0=211 | 0.5ms avg=0.5ms +B3200: pg=753 mem=391(h=391,m=0) io=95 l0=267 | 0.5ms avg=0.5ms +B3300: pg=710 mem=393(h=393,m=0) io=107 l0=210 | 0.6ms avg=0.5ms +B3400: pg=711 mem=361(h=361,m=0) io=123 l0=227 | 0.6ms avg=0.5ms +B3500: pg=733 mem=389(h=389,m=0) io=111 l0=233 | 0.6ms avg=0.5ms +B3600: pg=693 mem=389(h=389,m=0) io=79 l0=225 | 0.4ms avg=0.5ms +B3700: pg=704 mem=365(h=365,m=0) io=92 l0=247 | 0.5ms avg=0.5ms +B3800: pg=741 mem=367(h=367,m=0) io=136 l0=238 | 0.7ms avg=0.5ms +B3900: pg=723 mem=383(h=383,m=0) io=108 l0=232 | 0.6ms avg=0.5ms +B4000: pg=695 mem=367(h=367,m=0) io=97 l0=231 | 0.5ms avg=0.5ms +B4100: pg=722 mem=362(h=362,m=0) io=122 l0=238 | 0.6ms avg=0.5ms +B4200: pg=753 mem=383(h=383,m=0) io=124 l0=246 | 0.6ms avg=0.5ms +B4300: pg=734 mem=374(h=374,m=0) io=105 l0=255 | 0.6ms avg=0.5ms +B4400: pg=702 mem=359(h=359,m=0) io=125 l0=218 | 0.6ms avg=0.5ms +B4500: pg=728 mem=383(h=383,m=0) io=106 l0=239 | 0.6ms avg=0.5ms +B4600: pg=721 mem=363(h=363,m=0) io=115 l0=243 | 0.6ms avg=0.5ms +B4700: pg=712 mem=356(h=356,m=0) io=95 l0=261 | 0.5ms avg=0.5ms +B4800: pg=730 mem=356(h=356,m=0) io=114 l0=260 | 0.6ms avg=0.5ms +B4900: pg=806 mem=358(h=358,m=0) io=146 l0=302 | 0.8ms avg=0.5ms +B5000: pg=719 mem=364(h=364,m=0) io=97 l0=258 | 0.5ms avg=0.5ms +B5100: pg=728 mem=356(h=356,m=0) io=125 l0=247 | 0.6ms avg=0.5ms +B5200: pg=709 mem=344(h=344,m=0) io=105 l0=260 | 0.6ms avg=0.5ms +B5300: pg=802 mem=358(h=358,m=0) io=149 l0=295 | 0.8ms avg=0.5ms +B5400: pg=718 mem=360(h=360,m=0) io=108 l0=250 | 0.6ms avg=0.5ms +B5500: pg=719 mem=355(h=355,m=0) io=113 l0=251 | 0.6ms avg=0.5ms +B5600: pg=699 mem=355(h=355,m=0) io=103 l0=241 | 0.5ms avg=0.5ms +B5700: pg=733 mem=353(h=353,m=0) io=100 l0=280 | 0.5ms avg=0.5ms +B5800: pg=740 mem=391(h=391,m=0) io=113 l0=236 | 0.6ms avg=0.5ms +B5900: pg=748 mem=346(h=346,m=0) io=127 l0=275 | 0.6ms avg=0.5ms +B6000: pg=709 mem=344(h=344,m=0) io=104 l0=261 | 0.5ms avg=0.5ms +B6100: pg=780 mem=371(h=371,m=0) io=145 l0=264 | 0.8ms avg=0.5ms +B6200: pg=805 mem=350(h=350,m=0) io=154 l0=301 | 0.8ms avg=0.5ms +B6300: pg=711 mem=349(h=349,m=0) io=107 l0=255 | 0.6ms avg=0.5ms +B6400: pg=725 mem=353(h=353,m=0) io=113 l0=259 | 0.6ms avg=0.5ms +B6500: pg=727 mem=347(h=347,m=0) io=132 l0=248 | 0.7ms avg=0.5ms +B6600: pg=730 mem=348(h=348,m=0) io=134 l0=248 | 0.7ms avg=0.5ms +B6700: pg=778 mem=355(h=355,m=0) io=137 l0=286 | 0.7ms avg=0.5ms +B6800: pg=757 mem=328(h=328,m=0) io=171 l0=258 | 0.9ms avg=0.5ms +B6900: pg=760 mem=331(h=331,m=0) io=151 l0=278 | 0.8ms avg=0.5ms +B7000: pg=752 mem=354(h=354,m=0) io=129 l0=269 | 0.7ms avg=0.5ms +B7100: pg=736 mem=342(h=342,m=0) io=119 l0=275 | 0.6ms avg=0.5ms +B7200: pg=734 mem=354(h=354,m=0) io=118 l0=262 | 0.6ms avg=0.5ms +B7300: pg=734 mem=336(h=336,m=0) io=127 l0=271 | 0.6ms avg=0.5ms +B7400: pg=759 mem=355(h=355,m=0) io=138 l0=266 | 0.7ms avg=0.5ms +B7500: pg=698 mem=341(h=341,m=0) io=80 l0=277 | 0.4ms avg=0.5ms +B7600: pg=701 mem=336(h=336,m=0) io=118 l0=247 | 0.6ms avg=0.5ms +B7700: pg=773 mem=338(h=338,m=0) io=135 l0=300 | 0.7ms avg=0.5ms +B7800: pg=673 mem=336(h=336,m=0) io=92 l0=245 | 0.5ms avg=0.5ms +B7900: pg=760 mem=334(h=334,m=0) io=144 l0=282 | 0.7ms avg=0.5ms +B8000: pg=764 mem=329(h=329,m=0) io=140 l0=295 | 0.7ms avg=0.5ms +B8100: pg=717 mem=329(h=329,m=0) io=140 l0=248 | 0.7ms avg=0.5ms +B8200: pg=763 mem=332(h=332,m=0) io=147 l0=284 | 0.8ms avg=0.6ms +B8300: pg=781 mem=336(h=336,m=0) io=175 l0=270 | 0.9ms avg=0.6ms +B8400: pg=734 mem=373(h=373,m=0) io=96 l0=265 | 0.5ms avg=0.6ms +B8500: pg=771 mem=351(h=351,m=0) io=150 l0=270 | 0.8ms avg=0.6ms +B8600: pg=759 mem=339(h=339,m=0) io=137 l0=283 | 0.7ms avg=0.6ms +B8700: pg=697 mem=331(h=331,m=0) io=101 l0=265 | 0.5ms avg=0.6ms +B8800: pg=722 mem=305(h=305,m=0) io=160 l0=257 | 0.8ms avg=0.6ms +B8900: pg=704 mem=328(h=328,m=0) io=111 l0=265 | 0.6ms avg=0.6ms +B9000: pg=690 mem=327(h=327,m=0) io=104 l0=259 | 0.5ms avg=0.6ms +B9100: pg=756 mem=342(h=342,m=0) io=124 l0=290 | 0.6ms avg=0.6ms +B9200: pg=769 mem=334(h=334,m=0) io=138 l0=297 | 0.7ms avg=0.6ms +B9300: pg=741 mem=332(h=332,m=0) io=112 l0=297 | 0.6ms avg=0.6ms +B9400: pg=767 mem=330(h=330,m=0) io=144 l0=293 | 0.7ms avg=0.6ms +B9500: pg=718 mem=302(h=302,m=0) io=118 l0=298 | 0.6ms avg=0.6ms +B9600: pg=760 mem=353(h=353,m=0) io=142 l0=265 | 0.7ms avg=0.6ms +B9700: pg=770 mem=323(h=323,m=0) io=137 l0=310 | 0.7ms avg=0.6ms +B9800: pg=761 mem=334(h=334,m=0) io=155 l0=272 | 0.8ms avg=0.6ms +B9900: pg=718 mem=307(h=307,m=0) io=118 l0=293 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5750 ms/batch +MEM: 3605934 (hit=3605025 miss=909 rate=100.0%) +IO: 1101998 | L0: 2445360 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run3.log b/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..cc2719f6c5d0dc5f0b07c73c28bae9778552bcb0 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w50/criteo_kaggle_a0.20_w50_20260501_022651_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=415(h=415,m=0) io=78 l0=211 | 0.4ms avg=0.7ms +B 200: pg=668 mem=391(h=391,m=0) io=69 l0=208 | 0.4ms avg=0.5ms +B 300: pg=729 mem=408(h=408,m=0) io=101 l0=220 | 0.5ms avg=0.5ms +B 400: pg=706 mem=391(h=391,m=0) io=83 l0=232 | 0.4ms avg=0.5ms +B 500: pg=751 mem=408(h=408,m=0) io=109 l0=234 | 0.6ms avg=0.5ms +B 600: pg=700 mem=400(h=400,m=0) io=94 l0=206 | 0.5ms avg=0.5ms +B 700: pg=713 mem=376(h=376,m=0) io=106 l0=231 | 0.6ms avg=0.5ms +B 800: pg=679 mem=356(h=356,m=0) io=95 l0=228 | 0.5ms avg=0.5ms +B 900: pg=669 mem=380(h=380,m=0) io=78 l0=211 | 0.4ms avg=0.5ms +B1000: pg=685 mem=398(h=398,m=0) io=94 l0=193 | 0.5ms avg=0.5ms +B1100: pg=646 mem=353(h=353,m=0) io=103 l0=190 | 0.5ms avg=0.5ms +B1200: pg=664 mem=378(h=378,m=0) io=95 l0=191 | 0.5ms avg=0.5ms +B1300: pg=700 mem=389(h=389,m=0) io=91 l0=220 | 0.5ms avg=0.5ms +B1400: pg=749 mem=400(h=400,m=0) io=107 l0=242 | 0.6ms avg=0.5ms +B1500: pg=709 mem=395(h=395,m=0) io=88 l0=226 | 0.4ms avg=0.5ms +B1600: pg=690 mem=379(h=379,m=0) io=110 l0=201 | 0.6ms avg=0.5ms +B1700: pg=701 mem=397(h=397,m=0) io=80 l0=224 | 0.4ms avg=0.5ms +B1800: pg=673 mem=381(h=381,m=0) io=97 l0=195 | 0.5ms avg=0.5ms +B1900: pg=698 mem=397(h=397,m=0) io=75 l0=226 | 0.4ms avg=0.5ms +B2000: pg=706 mem=377(h=377,m=0) io=88 l0=241 | 0.4ms avg=0.5ms +B2100: pg=708 mem=389(h=389,m=0) io=91 l0=228 | 0.5ms avg=0.5ms +B2200: pg=751 mem=368(h=368,m=0) io=112 l0=271 | 0.6ms avg=0.5ms +B2300: pg=669 mem=396(h=396,m=0) io=66 l0=207 | 0.4ms avg=0.5ms +B2400: pg=702 mem=363(h=363,m=0) io=86 l0=253 | 0.4ms avg=0.5ms +B2500: pg=683 mem=371(h=371,m=0) io=111 l0=201 | 0.6ms avg=0.5ms +B2600: pg=737 mem=391(h=391,m=0) io=97 l0=249 | 0.5ms avg=0.5ms +B2700: pg=734 mem=406(h=406,m=0) io=86 l0=242 | 0.4ms avg=0.5ms +B2800: pg=739 mem=377(h=377,m=0) io=121 l0=241 | 0.6ms avg=0.5ms +B2900: pg=686 mem=372(h=372,m=0) io=88 l0=226 | 0.4ms avg=0.5ms +B3000: pg=689 mem=390(h=390,m=0) io=61 l0=238 | 0.3ms avg=0.5ms +B3100: pg=660 mem=357(h=357,m=0) io=96 l0=207 | 0.5ms avg=0.5ms +B3200: pg=753 mem=380(h=380,m=0) io=96 l0=277 | 0.5ms avg=0.5ms +B3300: pg=710 mem=386(h=386,m=0) io=103 l0=221 | 0.5ms avg=0.5ms +B3400: pg=711 mem=355(h=355,m=0) io=127 l0=229 | 0.6ms avg=0.5ms +B3500: pg=733 mem=394(h=394,m=0) io=111 l0=228 | 0.6ms avg=0.5ms +B3600: pg=693 mem=387(h=387,m=0) io=86 l0=220 | 0.4ms avg=0.5ms +B3700: pg=704 mem=363(h=363,m=0) io=89 l0=252 | 0.5ms avg=0.5ms +B3800: pg=741 mem=359(h=359,m=0) io=130 l0=252 | 0.7ms avg=0.5ms +B3900: pg=723 mem=385(h=385,m=0) io=105 l0=233 | 0.6ms avg=0.5ms +B4000: pg=695 mem=366(h=366,m=0) io=95 l0=234 | 0.5ms avg=0.5ms +B4100: pg=722 mem=361(h=361,m=0) io=123 l0=238 | 0.6ms avg=0.5ms +B4200: pg=753 mem=387(h=387,m=0) io=122 l0=244 | 0.6ms avg=0.5ms +B4300: pg=734 mem=377(h=377,m=0) io=114 l0=243 | 0.6ms avg=0.5ms +B4400: pg=702 mem=359(h=359,m=0) io=127 l0=216 | 0.6ms avg=0.5ms +B4500: pg=728 mem=393(h=393,m=0) io=103 l0=232 | 0.5ms avg=0.5ms +B4600: pg=721 mem=364(h=364,m=0) io=119 l0=238 | 0.6ms avg=0.5ms +B4700: pg=712 mem=363(h=363,m=0) io=96 l0=253 | 0.5ms avg=0.5ms +B4800: pg=730 mem=359(h=359,m=0) io=111 l0=260 | 0.6ms avg=0.5ms +B4900: pg=806 mem=366(h=366,m=0) io=146 l0=294 | 0.8ms avg=0.5ms +B5000: pg=719 mem=365(h=365,m=0) io=100 l0=254 | 0.5ms avg=0.5ms +B5100: pg=728 mem=361(h=361,m=0) io=129 l0=238 | 0.7ms avg=0.5ms +B5200: pg=709 mem=347(h=347,m=0) io=105 l0=257 | 0.6ms avg=0.5ms +B5300: pg=802 mem=371(h=371,m=0) io=146 l0=285 | 0.8ms avg=0.5ms +B5400: pg=718 mem=365(h=365,m=0) io=109 l0=244 | 0.6ms avg=0.5ms +B5500: pg=719 mem=365(h=365,m=0) io=108 l0=246 | 0.6ms avg=0.5ms +B5600: pg=699 mem=365(h=365,m=0) io=97 l0=237 | 0.5ms avg=0.5ms +B5700: pg=733 mem=360(h=360,m=0) io=96 l0=277 | 0.5ms avg=0.5ms +B5800: pg=740 mem=391(h=391,m=0) io=125 l0=224 | 0.6ms avg=0.5ms +B5900: pg=748 mem=351(h=351,m=0) io=129 l0=268 | 0.7ms avg=0.5ms +B6000: pg=709 mem=353(h=353,m=0) io=103 l0=253 | 0.5ms avg=0.5ms +B6100: pg=780 mem=374(h=374,m=0) io=145 l0=261 | 0.8ms avg=0.5ms +B6200: pg=805 mem=357(h=357,m=0) io=152 l0=296 | 0.8ms avg=0.5ms +B6300: pg=711 mem=350(h=350,m=0) io=113 l0=248 | 0.6ms avg=0.5ms +B6400: pg=725 mem=359(h=358,m=1) io=114 l0=252 | 0.6ms avg=0.5ms +B6500: pg=727 mem=360(h=360,m=0) io=132 l0=235 | 0.7ms avg=0.5ms +B6600: pg=730 mem=355(h=355,m=0) io=137 l0=238 | 0.7ms avg=0.5ms +B6700: pg=778 mem=360(h=360,m=0) io=140 l0=278 | 0.7ms avg=0.5ms +B6800: pg=757 mem=342(h=342,m=0) io=171 l0=244 | 0.9ms avg=0.5ms +B6900: pg=760 mem=336(h=336,m=0) io=146 l0=278 | 0.8ms avg=0.5ms +B7000: pg=752 mem=354(h=354,m=0) io=134 l0=264 | 0.7ms avg=0.5ms +B7100: pg=736 mem=346(h=346,m=0) io=122 l0=268 | 0.6ms avg=0.5ms +B7200: pg=734 mem=358(h=358,m=0) io=117 l0=259 | 0.6ms avg=0.5ms +B7300: pg=734 mem=343(h=343,m=0) io=125 l0=266 | 0.6ms avg=0.5ms +B7400: pg=759 mem=360(h=360,m=0) io=137 l0=262 | 0.7ms avg=0.5ms +B7500: pg=698 mem=351(h=351,m=0) io=78 l0=269 | 0.4ms avg=0.5ms +B7600: pg=701 mem=334(h=334,m=0) io=114 l0=253 | 0.6ms avg=0.5ms +B7700: pg=773 mem=342(h=342,m=0) io=133 l0=298 | 0.7ms avg=0.5ms +B7800: pg=673 mem=328(h=328,m=0) io=99 l0=246 | 0.5ms avg=0.5ms +B7900: pg=760 mem=329(h=329,m=0) io=152 l0=279 | 0.8ms avg=0.5ms +B8000: pg=764 mem=330(h=330,m=0) io=136 l0=298 | 0.7ms avg=0.5ms +B8100: pg=717 mem=331(h=331,m=0) io=144 l0=242 | 0.7ms avg=0.5ms +B8200: pg=763 mem=333(h=333,m=0) io=144 l0=286 | 0.7ms avg=0.5ms +B8300: pg=781 mem=343(h=343,m=0) io=182 l0=256 | 0.9ms avg=0.6ms +B8400: pg=734 mem=379(h=379,m=0) io=94 l0=261 | 0.5ms avg=0.6ms +B8500: pg=771 mem=356(h=356,m=0) io=155 l0=260 | 0.8ms avg=0.6ms +B8600: pg=759 mem=333(h=333,m=0) io=127 l0=299 | 0.6ms avg=0.6ms +B8700: pg=697 mem=327(h=327,m=0) io=103 l0=267 | 0.5ms avg=0.6ms +B8800: pg=722 mem=316(h=316,m=0) io=160 l0=246 | 0.8ms avg=0.6ms +B8900: pg=704 mem=335(h=335,m=0) io=115 l0=254 | 0.6ms avg=0.6ms +B9000: pg=690 mem=325(h=325,m=0) io=108 l0=257 | 0.6ms avg=0.6ms +B9100: pg=756 mem=348(h=348,m=0) io=129 l0=279 | 0.7ms avg=0.6ms +B9200: pg=769 mem=342(h=342,m=0) io=140 l0=287 | 0.7ms avg=0.6ms +B9300: pg=741 mem=338(h=338,m=0) io=117 l0=286 | 0.6ms avg=0.6ms +B9400: pg=767 mem=337(h=337,m=0) io=144 l0=286 | 0.7ms avg=0.6ms +B9500: pg=718 mem=306(h=306,m=0) io=120 l0=292 | 0.6ms avg=0.6ms +B9600: pg=760 mem=351(h=351,m=0) io=144 l0=265 | 0.7ms avg=0.6ms +B9700: pg=770 mem=330(h=330,m=0) io=134 l0=306 | 0.7ms avg=0.6ms +B9800: pg=761 mem=336(h=336,m=0) io=158 l0=267 | 0.8ms avg=0.6ms +B9900: pg=718 mem=317(h=317,m=0) io=112 l0=289 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5736 ms/batch +MEM: 3616851 (hit=3616213 miss=638 rate=100.0%) +IO: 1103649 | L0: 2432792 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754.csv b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754.csv new file mode 100644 index 0000000000000000000000000000000000000000..76cb718c9e9c8651449717e97ef463b75c3b157e --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5228,99.8,5152011,827215,1174066,10000,0.20,500,252,6451 +2,0.5247,99.8,5216017,826707,1110568,10000,0.20,500,252,6451 +3,0.5258,99.8,5133453,826876,1192963,10000,0.20,500,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run1.log b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..24434d9b5140125de979b2f421ae6b1766436934 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 2.0ms avg=1.4ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.6ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.7ms +B 500: pg=751 mem=590(h=587,m=3) io=161 l0=0 | 0.8ms avg=1.8ms +B 600: pg=700 mem=548(h=548,m=0) io=79 l0=73 | 0.4ms avg=1.6ms +B 700: pg=713 mem=534(h=534,m=0) io=79 l0=100 | 0.4ms avg=1.4ms +B 800: pg=679 mem=523(h=523,m=0) io=74 l0=82 | 0.4ms avg=1.3ms +B 900: pg=669 mem=531(h=531,m=0) io=58 l0=80 | 0.3ms avg=1.2ms +B1000: pg=685 mem=524(h=524,m=0) io=77 l0=84 | 0.4ms avg=1.1ms +B1100: pg=646 mem=483(h=483,m=0) io=78 l0=85 | 0.4ms avg=1.0ms +B1200: pg=664 mem=514(h=514,m=0) io=74 l0=76 | 0.4ms avg=1.0ms +B1300: pg=700 mem=550(h=550,m=0) io=70 l0=80 | 0.4ms avg=0.9ms +B1400: pg=749 mem=577(h=577,m=0) io=81 l0=91 | 0.4ms avg=0.9ms +B1500: pg=709 mem=555(h=555,m=0) io=70 l0=84 | 0.4ms avg=0.8ms +B1600: pg=690 mem=514(h=514,m=0) io=81 l0=95 | 0.4ms avg=0.8ms +B1700: pg=701 mem=541(h=541,m=0) io=54 l0=106 | 0.3ms avg=0.8ms +B1800: pg=673 mem=513(h=513,m=0) io=65 l0=95 | 0.4ms avg=0.8ms +B1900: pg=698 mem=544(h=544,m=0) io=54 l0=100 | 0.3ms avg=0.7ms +B2000: pg=706 mem=528(h=528,m=0) io=65 l0=113 | 0.4ms avg=0.7ms +B2100: pg=708 mem=548(h=548,m=0) io=71 l0=89 | 0.4ms avg=0.7ms +B2200: pg=751 mem=548(h=548,m=0) io=86 l0=117 | 0.4ms avg=0.7ms +B2300: pg=669 mem=522(h=521,m=1) io=54 l0=93 | 0.3ms avg=0.7ms +B2400: pg=702 mem=515(h=515,m=0) io=66 l0=121 | 0.4ms avg=0.7ms +B2500: pg=683 mem=508(h=508,m=0) io=87 l0=88 | 0.4ms avg=0.6ms +B2600: pg=737 mem=552(h=552,m=0) io=75 l0=110 | 0.4ms avg=0.6ms +B2700: pg=734 mem=570(h=570,m=0) io=58 l0=106 | 0.3ms avg=0.6ms +B2800: pg=739 mem=552(h=552,m=0) io=89 l0=98 | 0.5ms avg=0.6ms +B2900: pg=686 mem=522(h=522,m=0) io=61 l0=103 | 0.3ms avg=0.6ms +B3000: pg=689 mem=536(h=536,m=0) io=47 l0=106 | 0.2ms avg=0.6ms +B3100: pg=660 mem=476(h=476,m=0) io=76 l0=108 | 0.4ms avg=0.6ms +B3200: pg=753 mem=566(h=566,m=0) io=83 l0=104 | 0.4ms avg=0.6ms +B3300: pg=710 mem=515(h=515,m=0) io=83 l0=112 | 0.4ms avg=0.6ms +B3400: pg=711 mem=506(h=506,m=0) io=91 l0=114 | 0.5ms avg=0.6ms +B3500: pg=733 mem=545(h=545,m=0) io=89 l0=99 | 0.5ms avg=0.6ms +B3600: pg=693 mem=508(h=508,m=0) io=58 l0=127 | 0.3ms avg=0.6ms +B3700: pg=704 mem=531(h=531,m=0) io=76 l0=97 | 0.4ms avg=0.6ms +B3800: pg=741 mem=520(h=520,m=0) io=111 l0=110 | 0.6ms avg=0.6ms +B3900: pg=723 mem=539(h=539,m=0) io=81 l0=103 | 0.4ms avg=0.6ms +B4000: pg=695 mem=502(h=502,m=0) io=73 l0=120 | 0.4ms avg=0.5ms +B4100: pg=722 mem=509(h=509,m=0) io=102 l0=111 | 0.5ms avg=0.5ms +B4200: pg=753 mem=534(h=533,m=1) io=92 l0=127 | 0.5ms avg=0.5ms +B4300: pg=734 mem=527(h=527,m=0) io=84 l0=123 | 0.4ms avg=0.5ms +B4400: pg=702 mem=501(h=501,m=0) io=95 l0=106 | 0.5ms avg=0.5ms +B4500: pg=728 mem=532(h=532,m=0) io=83 l0=113 | 0.4ms avg=0.5ms +B4600: pg=721 mem=502(h=502,m=0) io=93 l0=126 | 0.5ms avg=0.5ms +B4700: pg=712 mem=514(h=514,m=0) io=71 l0=127 | 0.4ms avg=0.5ms +B4800: pg=730 mem=528(h=528,m=0) io=93 l0=109 | 0.5ms avg=0.5ms +B4900: pg=806 mem=552(h=552,m=0) io=115 l0=139 | 0.6ms avg=0.5ms +B5000: pg=719 mem=514(h=514,m=0) io=70 l0=135 | 0.4ms avg=0.5ms +B5100: pg=728 mem=497(h=497,m=0) io=100 l0=131 | 0.5ms avg=0.5ms +B5200: pg=709 mem=506(h=506,m=0) io=69 l0=134 | 0.4ms avg=0.5ms +B5300: pg=802 mem=540(h=540,m=0) io=122 l0=140 | 0.6ms avg=0.5ms +B5400: pg=718 mem=490(h=490,m=0) io=91 l0=137 | 0.5ms avg=0.5ms +B5500: pg=719 mem=506(h=506,m=0) io=75 l0=138 | 0.4ms avg=0.5ms +B5600: pg=699 mem=483(h=483,m=0) io=77 l0=139 | 0.4ms avg=0.5ms +B5700: pg=733 mem=517(h=517,m=0) io=74 l0=142 | 0.4ms avg=0.5ms +B5800: pg=740 mem=507(h=507,m=0) io=86 l0=147 | 0.4ms avg=0.5ms +B5900: pg=748 mem=503(h=503,m=0) io=111 l0=134 | 0.6ms avg=0.5ms +B6000: pg=709 mem=499(h=499,m=0) io=81 l0=129 | 0.4ms avg=0.5ms +B6100: pg=780 mem=523(h=523,m=0) io=107 l0=150 | 0.6ms avg=0.5ms +B6200: pg=805 mem=529(h=529,m=0) io=133 l0=143 | 0.7ms avg=0.5ms +B6300: pg=711 mem=474(h=474,m=0) io=88 l0=149 | 0.4ms avg=0.5ms +B6400: pg=725 mem=519(h=519,m=0) io=86 l0=120 | 0.4ms avg=0.5ms +B6500: pg=727 mem=488(h=488,m=0) io=109 l0=130 | 0.6ms avg=0.5ms +B6600: pg=730 mem=505(h=505,m=0) io=97 l0=128 | 0.5ms avg=0.5ms +B6700: pg=778 mem=511(h=511,m=0) io=113 l0=154 | 0.6ms avg=0.5ms +B6800: pg=757 mem=472(h=472,m=0) io=144 l0=141 | 0.7ms avg=0.5ms +B6900: pg=760 mem=485(h=485,m=0) io=130 l0=145 | 0.7ms avg=0.5ms +B7000: pg=752 mem=499(h=499,m=0) io=107 l0=146 | 0.6ms avg=0.5ms +B7100: pg=736 mem=489(h=489,m=0) io=102 l0=145 | 0.5ms avg=0.5ms +B7200: pg=734 mem=491(h=491,m=0) io=86 l0=157 | 0.4ms avg=0.5ms +B7300: pg=734 mem=487(h=487,m=0) io=98 l0=149 | 0.5ms avg=0.5ms +B7400: pg=759 mem=496(h=496,m=0) io=116 l0=147 | 0.6ms avg=0.5ms +B7500: pg=698 mem=504(h=504,m=0) io=60 l0=134 | 0.3ms avg=0.5ms +B7600: pg=701 mem=484(h=484,m=0) io=85 l0=132 | 0.4ms avg=0.5ms +B7700: pg=773 mem=527(h=527,m=0) io=92 l0=154 | 0.5ms avg=0.5ms +B7800: pg=673 mem=457(h=457,m=0) io=79 l0=137 | 0.4ms avg=0.5ms +B7900: pg=760 mem=490(h=489,m=1) io=117 l0=153 | 0.6ms avg=0.5ms +B8000: pg=764 mem=514(h=514,m=0) io=106 l0=144 | 0.6ms avg=0.5ms +B8100: pg=717 mem=460(h=460,m=0) io=118 l0=139 | 0.6ms avg=0.5ms +B8200: pg=763 mem=495(h=495,m=0) io=120 l0=148 | 0.6ms avg=0.5ms +B8300: pg=781 mem=489(h=489,m=0) io=138 l0=154 | 0.7ms avg=0.5ms +B8400: pg=734 mem=510(h=510,m=0) io=75 l0=149 | 0.4ms avg=0.5ms +B8500: pg=771 mem=501(h=501,m=0) io=125 l0=145 | 0.6ms avg=0.5ms +B8600: pg=759 mem=499(h=499,m=0) io=110 l0=150 | 0.6ms avg=0.5ms +B8700: pg=697 mem=476(h=476,m=0) io=76 l0=145 | 0.4ms avg=0.5ms +B8800: pg=722 mem=433(h=433,m=0) io=136 l0=153 | 0.7ms avg=0.5ms +B8900: pg=704 mem=472(h=472,m=0) io=94 l0=138 | 0.5ms avg=0.5ms +B9000: pg=690 mem=459(h=459,m=0) io=75 l0=156 | 0.4ms avg=0.5ms +B9100: pg=756 mem=488(h=488,m=0) io=98 l0=170 | 0.5ms avg=0.5ms +B9200: pg=769 mem=502(h=502,m=0) io=105 l0=162 | 0.6ms avg=0.5ms +B9300: pg=741 mem=490(h=490,m=0) io=91 l0=160 | 0.5ms avg=0.5ms +B9400: pg=767 mem=504(h=504,m=0) io=113 l0=150 | 0.6ms avg=0.5ms +B9500: pg=718 mem=457(h=457,m=0) io=95 l0=166 | 0.5ms avg=0.5ms +B9600: pg=760 mem=493(h=493,m=0) io=114 l0=153 | 0.6ms avg=0.5ms +B9700: pg=770 mem=508(h=508,m=0) io=103 l0=159 | 0.5ms avg=0.5ms +B9800: pg=761 mem=479(h=479,m=0) io=117 l0=165 | 0.6ms avg=0.5ms +B9900: pg=718 mem=485(h=485,m=0) io=89 l0=144 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5228 ms/batch +MEM: 5152011 (hit=5142421 miss=9590 rate=99.8%) +IO: 827215 | L0: 1174066 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run2.log b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..439f9ddd2491c1e15cc73d357cd834679e0c7ad1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.8ms avg=1.4ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 2.0ms avg=1.6ms +B 300: pg=729 mem=729(h=703,m=26) io=0 l0=0 | 2.4ms avg=1.7ms +B 400: pg=706 mem=706(h=686,m=20) io=0 l0=0 | 1.9ms avg=1.8ms +B 500: pg=751 mem=591(h=588,m=3) io=160 l0=0 | 0.8ms avg=1.9ms +B 600: pg=700 mem=550(h=550,m=0) io=81 l0=69 | 0.4ms avg=1.6ms +B 700: pg=713 mem=536(h=536,m=0) io=77 l0=100 | 0.4ms avg=1.5ms +B 800: pg=679 mem=529(h=529,m=0) io=75 l0=75 | 0.4ms avg=1.3ms +B 900: pg=669 mem=535(h=535,m=0) io=57 l0=77 | 0.3ms avg=1.2ms +B1000: pg=685 mem=527(h=527,m=0) io=78 l0=80 | 0.4ms avg=1.1ms +B1100: pg=646 mem=485(h=485,m=0) io=75 l0=86 | 0.4ms avg=1.1ms +B1200: pg=664 mem=520(h=520,m=0) io=75 l0=69 | 0.4ms avg=1.0ms +B1300: pg=700 mem=550(h=550,m=0) io=67 l0=83 | 0.4ms avg=0.9ms +B1400: pg=749 mem=578(h=578,m=0) io=81 l0=90 | 0.4ms avg=0.9ms +B1500: pg=709 mem=561(h=561,m=0) io=73 l0=75 | 0.4ms avg=0.9ms +B1600: pg=690 mem=513(h=513,m=0) io=87 l0=90 | 0.4ms avg=0.8ms +B1700: pg=701 mem=545(h=545,m=0) io=51 l0=105 | 0.3ms avg=0.8ms +B1800: pg=673 mem=516(h=516,m=0) io=68 l0=89 | 0.4ms avg=0.8ms +B1900: pg=698 mem=549(h=549,m=0) io=53 l0=96 | 0.3ms avg=0.7ms +B2000: pg=706 mem=538(h=538,m=0) io=67 l0=101 | 0.4ms avg=0.7ms +B2100: pg=708 mem=558(h=558,m=0) io=76 l0=74 | 0.4ms avg=0.7ms +B2200: pg=751 mem=555(h=555,m=0) io=84 l0=112 | 0.4ms avg=0.7ms +B2300: pg=669 mem=533(h=533,m=0) io=53 l0=83 | 0.3ms avg=0.7ms +B2400: pg=702 mem=527(h=527,m=0) io=70 l0=105 | 0.4ms avg=0.7ms +B2500: pg=683 mem=511(h=511,m=0) io=82 l0=90 | 0.4ms avg=0.7ms +B2600: pg=737 mem=557(h=557,m=0) io=73 l0=107 | 0.4ms avg=0.6ms +B2700: pg=734 mem=579(h=579,m=0) io=57 l0=98 | 0.3ms avg=0.6ms +B2800: pg=739 mem=561(h=561,m=0) io=85 l0=93 | 0.4ms avg=0.6ms +B2900: pg=686 mem=532(h=532,m=0) io=63 l0=91 | 0.3ms avg=0.6ms +B3000: pg=689 mem=537(h=537,m=0) io=44 l0=108 | 0.2ms avg=0.6ms +B3100: pg=660 mem=480(h=480,m=0) io=74 l0=106 | 0.4ms avg=0.6ms +B3200: pg=753 mem=568(h=568,m=0) io=81 l0=104 | 0.4ms avg=0.6ms +B3300: pg=710 mem=530(h=530,m=0) io=79 l0=101 | 0.4ms avg=0.6ms +B3400: pg=711 mem=514(h=514,m=0) io=90 l0=107 | 0.5ms avg=0.6ms +B3500: pg=733 mem=544(h=544,m=0) io=88 l0=101 | 0.4ms avg=0.6ms +B3600: pg=693 mem=510(h=510,m=0) io=55 l0=128 | 0.3ms avg=0.6ms +B3700: pg=704 mem=534(h=534,m=0) io=76 l0=94 | 0.4ms avg=0.6ms +B3800: pg=741 mem=532(h=532,m=0) io=110 l0=99 | 0.6ms avg=0.6ms +B3900: pg=723 mem=544(h=544,m=0) io=76 l0=103 | 0.4ms avg=0.6ms +B4000: pg=695 mem=511(h=511,m=0) io=71 l0=113 | 0.4ms avg=0.6ms +B4100: pg=722 mem=512(h=512,m=0) io=103 l0=107 | 0.5ms avg=0.5ms +B4200: pg=753 mem=547(h=547,m=0) io=90 l0=116 | 0.5ms avg=0.5ms +B4300: pg=734 mem=538(h=538,m=0) io=82 l0=114 | 0.4ms avg=0.5ms +B4400: pg=702 mem=514(h=514,m=0) io=94 l0=94 | 0.5ms avg=0.5ms +B4500: pg=728 mem=539(h=539,m=0) io=80 l0=109 | 0.4ms avg=0.5ms +B4600: pg=721 mem=522(h=522,m=0) io=97 l0=102 | 0.5ms avg=0.5ms +B4700: pg=712 mem=527(h=527,m=0) io=72 l0=113 | 0.4ms avg=0.5ms +B4800: pg=730 mem=537(h=537,m=0) io=93 l0=100 | 0.5ms avg=0.5ms +B4900: pg=806 mem=567(h=567,m=0) io=116 l0=123 | 0.6ms avg=0.5ms +B5000: pg=719 mem=538(h=538,m=0) io=62 l0=119 | 0.3ms avg=0.5ms +B5100: pg=728 mem=507(h=507,m=0) io=99 l0=122 | 0.5ms avg=0.5ms +B5200: pg=709 mem=510(h=510,m=0) io=72 l0=127 | 0.4ms avg=0.5ms +B5300: pg=802 mem=550(h=550,m=0) io=118 l0=134 | 0.6ms avg=0.5ms +B5400: pg=718 mem=499(h=499,m=0) io=91 l0=128 | 0.5ms avg=0.5ms +B5500: pg=719 mem=522(h=522,m=0) io=74 l0=123 | 0.4ms avg=0.5ms +B5600: pg=699 mem=500(h=500,m=0) io=83 l0=116 | 0.4ms avg=0.5ms +B5700: pg=733 mem=521(h=521,m=0) io=76 l0=136 | 0.4ms avg=0.5ms +B5800: pg=740 mem=522(h=522,m=0) io=92 l0=126 | 0.5ms avg=0.5ms +B5900: pg=748 mem=498(h=498,m=0) io=110 l0=140 | 0.6ms avg=0.5ms +B6000: pg=709 mem=518(h=518,m=0) io=79 l0=112 | 0.4ms avg=0.5ms +B6100: pg=780 mem=532(h=532,m=0) io=113 l0=135 | 0.6ms avg=0.5ms +B6200: pg=805 mem=537(h=537,m=0) io=127 l0=141 | 0.6ms avg=0.5ms +B6300: pg=711 mem=497(h=497,m=0) io=86 l0=128 | 0.4ms avg=0.5ms +B6400: pg=725 mem=526(h=526,m=0) io=86 l0=113 | 0.4ms avg=0.5ms +B6500: pg=727 mem=493(h=493,m=0) io=104 l0=130 | 0.5ms avg=0.5ms +B6600: pg=730 mem=499(h=499,m=0) io=94 l0=137 | 0.5ms avg=0.5ms +B6700: pg=778 mem=522(h=522,m=0) io=117 l0=139 | 0.6ms avg=0.5ms +B6800: pg=757 mem=478(h=478,m=0) io=140 l0=139 | 0.7ms avg=0.5ms +B6900: pg=760 mem=492(h=492,m=0) io=127 l0=141 | 0.6ms avg=0.5ms +B7000: pg=752 mem=507(h=507,m=0) io=107 l0=138 | 0.6ms avg=0.5ms +B7100: pg=736 mem=495(h=495,m=0) io=99 l0=142 | 0.5ms avg=0.5ms +B7200: pg=734 mem=496(h=496,m=0) io=91 l0=147 | 0.5ms avg=0.5ms +B7300: pg=734 mem=498(h=498,m=0) io=101 l0=135 | 0.5ms avg=0.5ms +B7400: pg=759 mem=511(h=511,m=0) io=115 l0=133 | 0.6ms avg=0.5ms +B7500: pg=698 mem=501(h=501,m=0) io=62 l0=135 | 0.3ms avg=0.5ms +B7600: pg=701 mem=492(h=492,m=0) io=81 l0=128 | 0.4ms avg=0.5ms +B7700: pg=773 mem=525(h=525,m=0) io=92 l0=156 | 0.5ms avg=0.5ms +B7800: pg=673 mem=452(h=452,m=0) io=76 l0=145 | 0.4ms avg=0.5ms +B7900: pg=760 mem=499(h=499,m=0) io=119 l0=142 | 0.6ms avg=0.5ms +B8000: pg=764 mem=514(h=514,m=0) io=106 l0=144 | 0.6ms avg=0.5ms +B8100: pg=717 mem=474(h=474,m=0) io=119 l0=124 | 0.6ms avg=0.5ms +B8200: pg=763 mem=498(h=498,m=0) io=116 l0=149 | 0.6ms avg=0.5ms +B8300: pg=781 mem=497(h=497,m=0) io=141 l0=143 | 0.7ms avg=0.5ms +B8400: pg=734 mem=505(h=505,m=0) io=76 l0=153 | 0.4ms avg=0.5ms +B8500: pg=771 mem=501(h=501,m=0) io=122 l0=148 | 0.6ms avg=0.5ms +B8600: pg=759 mem=508(h=508,m=0) io=110 l0=141 | 0.6ms avg=0.5ms +B8700: pg=697 mem=492(h=492,m=0) io=74 l0=131 | 0.4ms avg=0.5ms +B8800: pg=722 mem=441(h=441,m=0) io=138 l0=143 | 0.7ms avg=0.5ms +B8900: pg=704 mem=468(h=468,m=0) io=93 l0=143 | 0.5ms avg=0.5ms +B9000: pg=690 mem=469(h=469,m=0) io=76 l0=145 | 0.4ms avg=0.5ms +B9100: pg=756 mem=490(h=490,m=0) io=101 l0=165 | 0.5ms avg=0.5ms +B9200: pg=769 mem=514(h=513,m=1) io=106 l0=149 | 0.6ms avg=0.5ms +B9300: pg=741 mem=503(h=503,m=0) io=91 l0=147 | 0.5ms avg=0.5ms +B9400: pg=767 mem=489(h=489,m=0) io=114 l0=164 | 0.6ms avg=0.5ms +B9500: pg=718 mem=454(h=454,m=0) io=96 l0=168 | 0.5ms avg=0.5ms +B9600: pg=760 mem=505(h=505,m=0) io=112 l0=143 | 0.6ms avg=0.5ms +B9700: pg=770 mem=527(h=527,m=0) io=105 l0=138 | 0.6ms avg=0.5ms +B9800: pg=761 mem=487(h=487,m=0) io=116 l0=158 | 0.6ms avg=0.5ms +B9900: pg=718 mem=473(h=473,m=0) io=88 l0=157 | 0.4ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5247 ms/batch +MEM: 5216017 (hit=5205896 miss=10121 rate=99.8%) +IO: 826707 | L0: 1110568 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run3.log b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..c00eb898b7b2afaf755f35137b4469005a13fc98 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.20_w500/criteo_kaggle_a0.20_w500_20260501_022754_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.8ms avg=1.4ms +B 200: pg=668 mem=668(h=647,m=21) io=0 l0=0 | 2.0ms avg=1.6ms +B 300: pg=729 mem=729(h=702,m=27) io=0 l0=0 | 2.6ms avg=1.7ms +B 400: pg=706 mem=706(h=684,m=22) io=0 l0=0 | 2.1ms avg=1.8ms +B 500: pg=751 mem=592(h=588,m=4) io=159 l0=0 | 0.8ms avg=1.9ms +B 600: pg=700 mem=546(h=546,m=0) io=80 l0=74 | 0.4ms avg=1.7ms +B 700: pg=713 mem=533(h=533,m=0) io=81 l0=99 | 0.4ms avg=1.5ms +B 800: pg=679 mem=525(h=525,m=0) io=71 l0=83 | 0.4ms avg=1.3ms +B 900: pg=669 mem=533(h=533,m=0) io=61 l0=75 | 0.3ms avg=1.2ms +B1000: pg=685 mem=524(h=524,m=0) io=75 l0=86 | 0.4ms avg=1.1ms +B1100: pg=646 mem=482(h=482,m=0) io=81 l0=83 | 0.4ms avg=1.1ms +B1200: pg=664 mem=516(h=516,m=0) io=76 l0=72 | 0.4ms avg=1.0ms +B1300: pg=700 mem=547(h=547,m=0) io=67 l0=86 | 0.4ms avg=1.0ms +B1400: pg=749 mem=572(h=572,m=0) io=81 l0=96 | 0.4ms avg=0.9ms +B1500: pg=709 mem=554(h=554,m=0) io=74 l0=81 | 0.4ms avg=0.9ms +B1600: pg=690 mem=515(h=515,m=0) io=88 l0=87 | 0.4ms avg=0.8ms +B1700: pg=701 mem=543(h=543,m=0) io=56 l0=102 | 0.3ms avg=0.8ms +B1800: pg=673 mem=511(h=511,m=0) io=65 l0=97 | 0.4ms avg=0.8ms +B1900: pg=698 mem=546(h=546,m=0) io=52 l0=100 | 0.3ms avg=0.8ms +B2000: pg=706 mem=532(h=532,m=0) io=68 l0=106 | 0.4ms avg=0.7ms +B2100: pg=708 mem=554(h=554,m=0) io=73 l0=81 | 0.4ms avg=0.7ms +B2200: pg=751 mem=548(h=548,m=0) io=84 l0=119 | 0.4ms avg=0.7ms +B2300: pg=669 mem=528(h=528,m=0) io=55 l0=86 | 0.3ms avg=0.7ms +B2400: pg=702 mem=520(h=520,m=0) io=65 l0=117 | 0.4ms avg=0.7ms +B2500: pg=683 mem=512(h=512,m=0) io=88 l0=83 | 0.4ms avg=0.7ms +B2600: pg=737 mem=548(h=548,m=0) io=70 l0=119 | 0.4ms avg=0.6ms +B2700: pg=734 mem=571(h=571,m=0) io=59 l0=104 | 0.3ms avg=0.6ms +B2800: pg=739 mem=553(h=553,m=0) io=90 l0=96 | 0.5ms avg=0.6ms +B2900: pg=686 mem=527(h=527,m=0) io=59 l0=100 | 0.3ms avg=0.6ms +B3000: pg=689 mem=537(h=537,m=0) io=48 l0=104 | 0.2ms avg=0.6ms +B3100: pg=660 mem=478(h=478,m=0) io=75 l0=107 | 0.4ms avg=0.6ms +B3200: pg=753 mem=565(h=565,m=0) io=83 l0=105 | 0.4ms avg=0.6ms +B3300: pg=710 mem=520(h=520,m=0) io=81 l0=109 | 0.4ms avg=0.6ms +B3400: pg=711 mem=510(h=510,m=0) io=93 l0=108 | 0.5ms avg=0.6ms +B3500: pg=733 mem=537(h=537,m=0) io=89 l0=107 | 0.5ms avg=0.6ms +B3600: pg=693 mem=507(h=506,m=1) io=55 l0=131 | 0.3ms avg=0.6ms +B3700: pg=704 mem=529(h=529,m=0) io=73 l0=102 | 0.4ms avg=0.6ms +B3800: pg=741 mem=516(h=516,m=0) io=112 l0=113 | 0.6ms avg=0.6ms +B3900: pg=723 mem=538(h=538,m=0) io=81 l0=104 | 0.4ms avg=0.6ms +B4000: pg=695 mem=501(h=501,m=0) io=74 l0=120 | 0.4ms avg=0.6ms +B4100: pg=722 mem=511(h=511,m=0) io=103 l0=108 | 0.5ms avg=0.6ms +B4200: pg=753 mem=538(h=538,m=0) io=94 l0=121 | 0.5ms avg=0.5ms +B4300: pg=734 mem=526(h=526,m=0) io=82 l0=126 | 0.4ms avg=0.5ms +B4400: pg=702 mem=500(h=500,m=0) io=95 l0=107 | 0.5ms avg=0.5ms +B4500: pg=728 mem=530(h=530,m=0) io=85 l0=113 | 0.4ms avg=0.5ms +B4600: pg=721 mem=501(h=501,m=0) io=94 l0=126 | 0.5ms avg=0.5ms +B4700: pg=712 mem=509(h=509,m=0) io=73 l0=130 | 0.4ms avg=0.5ms +B4800: pg=730 mem=528(h=528,m=0) io=94 l0=108 | 0.5ms avg=0.5ms +B4900: pg=806 mem=573(h=573,m=0) io=113 l0=120 | 0.6ms avg=0.5ms +B5000: pg=719 mem=521(h=521,m=0) io=70 l0=128 | 0.4ms avg=0.5ms +B5100: pg=728 mem=497(h=497,m=0) io=102 l0=129 | 0.5ms avg=0.5ms +B5200: pg=709 mem=494(h=494,m=0) io=75 l0=140 | 0.4ms avg=0.5ms +B5300: pg=802 mem=538(h=538,m=0) io=114 l0=150 | 0.6ms avg=0.5ms +B5400: pg=718 mem=481(h=481,m=0) io=92 l0=145 | 0.5ms avg=0.5ms +B5500: pg=719 mem=508(h=508,m=0) io=77 l0=134 | 0.4ms avg=0.5ms +B5600: pg=699 mem=488(h=488,m=0) io=81 l0=130 | 0.4ms avg=0.5ms +B5700: pg=733 mem=520(h=520,m=0) io=73 l0=140 | 0.4ms avg=0.5ms +B5800: pg=740 mem=508(h=508,m=0) io=83 l0=149 | 0.4ms avg=0.5ms +B5900: pg=748 mem=494(h=494,m=0) io=111 l0=143 | 0.6ms avg=0.5ms +B6000: pg=709 mem=493(h=493,m=0) io=78 l0=138 | 0.4ms avg=0.5ms +B6100: pg=780 mem=514(h=514,m=0) io=110 l0=156 | 0.6ms avg=0.5ms +B6200: pg=805 mem=525(h=525,m=0) io=127 l0=153 | 0.6ms avg=0.5ms +B6300: pg=711 mem=477(h=477,m=0) io=89 l0=145 | 0.5ms avg=0.5ms +B6400: pg=725 mem=506(h=506,m=0) io=82 l0=137 | 0.4ms avg=0.5ms +B6500: pg=727 mem=480(h=480,m=0) io=103 l0=144 | 0.5ms avg=0.5ms +B6600: pg=730 mem=490(h=489,m=1) io=96 l0=144 | 0.5ms avg=0.5ms +B6700: pg=778 mem=502(h=502,m=0) io=117 l0=159 | 0.6ms avg=0.5ms +B6800: pg=757 mem=458(h=458,m=0) io=145 l0=154 | 0.8ms avg=0.5ms +B6900: pg=760 mem=478(h=478,m=0) io=129 l0=153 | 0.7ms avg=0.5ms +B7000: pg=752 mem=502(h=502,m=0) io=105 l0=145 | 0.6ms avg=0.5ms +B7100: pg=736 mem=480(h=480,m=0) io=100 l0=156 | 0.5ms avg=0.5ms +B7200: pg=734 mem=475(h=475,m=0) io=92 l0=167 | 0.5ms avg=0.5ms +B7300: pg=734 mem=478(h=478,m=0) io=102 l0=154 | 0.5ms avg=0.5ms +B7400: pg=759 mem=491(h=491,m=0) io=117 l0=151 | 0.6ms avg=0.5ms +B7500: pg=698 mem=502(h=502,m=0) io=58 l0=138 | 0.3ms avg=0.5ms +B7600: pg=701 mem=476(h=476,m=0) io=83 l0=142 | 0.4ms avg=0.5ms +B7700: pg=773 mem=525(h=525,m=0) io=88 l0=160 | 0.4ms avg=0.5ms +B7800: pg=673 mem=451(h=451,m=0) io=76 l0=146 | 0.4ms avg=0.5ms +B7900: pg=760 mem=489(h=489,m=0) io=121 l0=150 | 0.6ms avg=0.5ms +B8000: pg=764 mem=513(h=513,m=0) io=106 l0=145 | 0.6ms avg=0.5ms +B8100: pg=717 mem=456(h=456,m=0) io=123 l0=138 | 0.6ms avg=0.5ms +B8200: pg=763 mem=494(h=494,m=0) io=120 l0=149 | 0.6ms avg=0.5ms +B8300: pg=781 mem=489(h=489,m=0) io=138 l0=154 | 0.7ms avg=0.5ms +B8400: pg=734 mem=498(h=498,m=0) io=76 l0=160 | 0.4ms avg=0.5ms +B8500: pg=771 mem=490(h=490,m=0) io=126 l0=155 | 0.6ms avg=0.5ms +B8600: pg=759 mem=507(h=506,m=1) io=106 l0=146 | 0.6ms avg=0.5ms +B8700: pg=697 mem=476(h=476,m=0) io=76 l0=145 | 0.4ms avg=0.5ms +B8800: pg=722 mem=426(h=426,m=0) io=133 l0=163 | 0.7ms avg=0.5ms +B8900: pg=704 mem=477(h=477,m=0) io=92 l0=135 | 0.5ms avg=0.5ms +B9000: pg=690 mem=459(h=459,m=0) io=78 l0=153 | 0.4ms avg=0.5ms +B9100: pg=756 mem=471(h=471,m=0) io=100 l0=185 | 0.5ms avg=0.5ms +B9200: pg=769 mem=501(h=501,m=0) io=105 l0=163 | 0.6ms avg=0.5ms +B9300: pg=741 mem=482(h=482,m=0) io=93 l0=166 | 0.5ms avg=0.5ms +B9400: pg=767 mem=480(h=480,m=0) io=113 l0=174 | 0.6ms avg=0.5ms +B9500: pg=718 mem=459(h=459,m=0) io=92 l0=167 | 0.5ms avg=0.5ms +B9600: pg=760 mem=494(h=494,m=0) io=112 l0=154 | 0.6ms avg=0.5ms +B9700: pg=770 mem=525(h=524,m=1) io=103 l0=142 | 0.5ms avg=0.5ms +B9800: pg=761 mem=470(h=470,m=0) io=109 l0=182 | 0.6ms avg=0.5ms +B9900: pg=718 mem=468(h=468,m=0) io=86 l0=164 | 0.4ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5258 ms/batch +MEM: 5133453 (hit=5123363 miss=10090 rate=99.8%) +IO: 826876 | L0: 1192963 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819.csv b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819.csv new file mode 100644 index 0000000000000000000000000000000000000000..bca6a1405200c340cb0bcb9c4eee7959480d780b --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6216,0.0,0,1208441,5944851,10000,0.30,0,252,6451 +2,0.6216,0.0,0,1208441,5944851,10000,0.30,0,252,6451 +3,0.6216,0.0,0,1208441,5944851,10000,0.30,0,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run1.log b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run2.log b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run3.log b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w0/criteo_kaggle_a0.30_w0_20260501_022819_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900.csv b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900.csv new file mode 100644 index 0000000000000000000000000000000000000000..e00be84d542a783e14333a5cd12dd00445f8a3aa --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5306,100.0,4618357,1002836,1532099,10000,0.30,100,252,6451 +2,0.5299,100.0,4559067,1004448,1589777,10000,0.30,100,252,6451 +3,0.5292,100.0,4523394,1003108,1626790,10000,0.30,100,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run1.log b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..443ddb49cbaac8e1aa51d17ded1e88f619036c34 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=527(h=521,m=6) io=177 l0=0 | 0.9ms avg=1.2ms +B 200: pg=668 mem=497(h=497,m=0) io=61 l0=110 | 0.3ms avg=0.8ms +B 300: pg=729 mem=516(h=516,m=0) io=83 l0=130 | 0.4ms avg=0.7ms +B 400: pg=706 mem=497(h=497,m=0) io=72 l0=137 | 0.4ms avg=0.6ms +B 500: pg=751 mem=523(h=523,m=0) io=91 l0=137 | 0.5ms avg=0.5ms +B 600: pg=700 mem=502(h=502,m=0) io=88 l0=110 | 0.4ms avg=0.5ms +B 700: pg=713 mem=462(h=462,m=0) io=96 l0=155 | 0.5ms avg=0.5ms +B 800: pg=679 mem=456(h=456,m=0) io=84 l0=139 | 0.4ms avg=0.5ms +B 900: pg=669 mem=469(h=469,m=0) io=72 l0=128 | 0.4ms avg=0.5ms +B1000: pg=685 mem=483(h=483,m=0) io=91 l0=111 | 0.5ms avg=0.5ms +B1100: pg=646 mem=432(h=432,m=0) io=96 l0=118 | 0.5ms avg=0.5ms +B1200: pg=664 mem=457(h=457,m=0) io=91 l0=116 | 0.5ms avg=0.5ms +B1300: pg=700 mem=489(h=489,m=0) io=84 l0=127 | 0.4ms avg=0.5ms +B1400: pg=749 mem=515(h=515,m=0) io=92 l0=142 | 0.5ms avg=0.5ms +B1500: pg=709 mem=506(h=506,m=0) io=81 l0=122 | 0.4ms avg=0.5ms +B1600: pg=690 mem=466(h=466,m=0) io=103 l0=121 | 0.5ms avg=0.4ms +B1700: pg=701 mem=491(h=491,m=0) io=69 l0=141 | 0.4ms avg=0.4ms +B1800: pg=673 mem=463(h=463,m=0) io=81 l0=129 | 0.4ms avg=0.4ms +B1900: pg=698 mem=494(h=494,m=0) io=63 l0=141 | 0.3ms avg=0.4ms +B2000: pg=706 mem=475(h=475,m=0) io=77 l0=154 | 0.4ms avg=0.4ms +B2100: pg=708 mem=493(h=493,m=0) io=83 l0=132 | 0.4ms avg=0.4ms +B2200: pg=751 mem=497(h=497,m=0) io=96 l0=158 | 0.5ms avg=0.4ms +B2300: pg=669 mem=491(h=491,m=0) io=61 l0=117 | 0.3ms avg=0.4ms +B2400: pg=702 mem=465(h=465,m=0) io=74 l0=163 | 0.4ms avg=0.4ms +B2500: pg=683 mem=462(h=462,m=0) io=98 l0=123 | 0.5ms avg=0.4ms +B2600: pg=737 mem=500(h=500,m=0) io=89 l0=148 | 0.5ms avg=0.4ms +B2700: pg=734 mem=527(h=527,m=0) io=75 l0=132 | 0.4ms avg=0.4ms +B2800: pg=739 mem=487(h=487,m=0) io=103 l0=149 | 0.5ms avg=0.4ms +B2900: pg=686 mem=469(h=469,m=0) io=80 l0=137 | 0.4ms avg=0.4ms +B3000: pg=689 mem=501(h=501,m=0) io=53 l0=135 | 0.3ms avg=0.4ms +B3100: pg=660 mem=450(h=450,m=0) io=88 l0=122 | 0.4ms avg=0.4ms +B3200: pg=753 mem=509(h=509,m=0) io=90 l0=154 | 0.5ms avg=0.4ms +B3300: pg=710 mem=486(h=486,m=0) io=94 l0=130 | 0.5ms avg=0.4ms +B3400: pg=711 mem=463(h=463,m=0) io=108 l0=140 | 0.6ms avg=0.4ms +B3500: pg=733 mem=494(h=494,m=0) io=107 l0=132 | 0.6ms avg=0.4ms +B3600: pg=693 mem=469(h=469,m=0) io=67 l0=157 | 0.4ms avg=0.4ms +B3700: pg=704 mem=474(h=474,m=0) io=80 l0=150 | 0.4ms avg=0.4ms +B3800: pg=741 mem=497(h=497,m=0) io=121 l0=123 | 0.6ms avg=0.4ms +B3900: pg=723 mem=491(h=491,m=0) io=92 l0=140 | 0.5ms avg=0.4ms +B4000: pg=695 mem=464(h=464,m=0) io=84 l0=147 | 0.4ms avg=0.4ms +B4100: pg=722 mem=463(h=463,m=0) io=117 l0=142 | 0.6ms avg=0.4ms +B4200: pg=753 mem=468(h=468,m=0) io=111 l0=174 | 0.6ms avg=0.4ms +B4300: pg=734 mem=494(h=494,m=0) io=101 l0=139 | 0.5ms avg=0.4ms +B4400: pg=702 mem=461(h=461,m=0) io=113 l0=128 | 0.6ms avg=0.4ms +B4500: pg=728 mem=491(h=491,m=0) io=92 l0=145 | 0.5ms avg=0.5ms +B4600: pg=721 mem=474(h=474,m=0) io=116 l0=131 | 0.6ms avg=0.5ms +B4700: pg=712 mem=474(h=474,m=0) io=88 l0=150 | 0.4ms avg=0.5ms +B4800: pg=730 mem=485(h=485,m=0) io=106 l0=139 | 0.6ms avg=0.5ms +B4900: pg=806 mem=504(h=504,m=0) io=131 l0=171 | 0.7ms avg=0.5ms +B5000: pg=719 mem=476(h=476,m=0) io=78 l0=165 | 0.4ms avg=0.5ms +B5100: pg=728 mem=470(h=470,m=0) io=121 l0=137 | 0.6ms avg=0.5ms +B5200: pg=709 mem=456(h=456,m=0) io=88 l0=165 | 0.4ms avg=0.5ms +B5300: pg=802 mem=485(h=485,m=0) io=133 l0=184 | 0.7ms avg=0.5ms +B5400: pg=718 mem=470(h=470,m=0) io=108 l0=140 | 0.6ms avg=0.5ms +B5500: pg=719 mem=460(h=460,m=0) io=93 l0=166 | 0.5ms avg=0.5ms +B5600: pg=699 mem=453(h=453,m=0) io=94 l0=152 | 0.5ms avg=0.5ms +B5700: pg=733 mem=482(h=482,m=0) io=90 l0=161 | 0.5ms avg=0.5ms +B5800: pg=740 mem=502(h=502,m=0) io=106 l0=132 | 0.6ms avg=0.5ms +B5900: pg=748 mem=449(h=449,m=0) io=123 l0=176 | 0.6ms avg=0.5ms +B6000: pg=709 mem=450(h=450,m=0) io=92 l0=167 | 0.5ms avg=0.5ms +B6100: pg=780 mem=469(h=469,m=0) io=140 l0=171 | 0.7ms avg=0.5ms +B6200: pg=805 mem=497(h=497,m=0) io=146 l0=162 | 0.8ms avg=0.5ms +B6300: pg=711 mem=445(h=445,m=0) io=99 l0=167 | 0.5ms avg=0.5ms +B6400: pg=725 mem=469(h=469,m=0) io=101 l0=155 | 0.5ms avg=0.5ms +B6500: pg=727 mem=447(h=447,m=0) io=122 l0=158 | 0.6ms avg=0.5ms +B6600: pg=730 mem=438(h=438,m=0) io=113 l0=179 | 0.6ms avg=0.5ms +B6700: pg=778 mem=469(h=469,m=0) io=132 l0=177 | 0.7ms avg=0.5ms +B6800: pg=757 mem=431(h=431,m=0) io=159 l0=167 | 0.8ms avg=0.5ms +B6900: pg=760 mem=439(h=439,m=0) io=141 l0=180 | 0.7ms avg=0.5ms +B7000: pg=752 mem=452(h=452,m=0) io=127 l0=173 | 0.6ms avg=0.5ms +B7100: pg=736 mem=435(h=435,m=0) io=114 l0=187 | 0.6ms avg=0.5ms +B7200: pg=734 mem=451(h=451,m=0) io=104 l0=179 | 0.5ms avg=0.5ms +B7300: pg=734 mem=445(h=445,m=0) io=114 l0=175 | 0.6ms avg=0.5ms +B7400: pg=759 mem=465(h=465,m=0) io=128 l0=166 | 0.6ms avg=0.5ms +B7500: pg=698 mem=451(h=450,m=1) io=73 l0=174 | 0.4ms avg=0.5ms +B7600: pg=701 mem=445(h=445,m=0) io=113 l0=143 | 0.6ms avg=0.5ms +B7700: pg=773 mem=480(h=480,m=0) io=113 l0=180 | 0.6ms avg=0.5ms +B7800: pg=673 mem=414(h=414,m=0) io=89 l0=170 | 0.5ms avg=0.5ms +B7900: pg=760 mem=428(h=428,m=0) io=136 l0=196 | 0.7ms avg=0.5ms +B8000: pg=764 mem=440(h=440,m=0) io=130 l0=194 | 0.7ms avg=0.5ms +B8100: pg=717 mem=417(h=417,m=0) io=132 l0=168 | 0.7ms avg=0.5ms +B8200: pg=763 mem=439(h=439,m=0) io=137 l0=187 | 0.7ms avg=0.5ms +B8300: pg=781 mem=433(h=433,m=0) io=170 l0=178 | 0.9ms avg=0.5ms +B8400: pg=734 mem=482(h=482,m=0) io=85 l0=167 | 0.4ms avg=0.5ms +B8500: pg=771 mem=451(h=451,m=0) io=142 l0=178 | 0.7ms avg=0.5ms +B8600: pg=759 mem=439(h=439,m=0) io=125 l0=195 | 0.6ms avg=0.5ms +B8700: pg=697 mem=428(h=428,m=0) io=90 l0=179 | 0.5ms avg=0.5ms +B8800: pg=722 mem=390(h=390,m=0) io=157 l0=175 | 0.8ms avg=0.5ms +B8900: pg=704 mem=419(h=419,m=0) io=108 l0=177 | 0.6ms avg=0.5ms +B9000: pg=690 mem=408(h=408,m=0) io=98 l0=184 | 0.5ms avg=0.5ms +B9100: pg=756 mem=445(h=445,m=0) io=120 l0=191 | 0.6ms avg=0.5ms +B9200: pg=769 mem=452(h=452,m=0) io=119 l0=198 | 0.6ms avg=0.5ms +B9300: pg=741 mem=438(h=438,m=0) io=106 l0=197 | 0.6ms avg=0.5ms +B9400: pg=767 mem=419(h=419,m=0) io=134 l0=214 | 0.7ms avg=0.5ms +B9500: pg=718 mem=413(h=413,m=0) io=111 l0=194 | 0.6ms avg=0.5ms +B9600: pg=760 mem=436(h=436,m=0) io=134 l0=190 | 0.7ms avg=0.5ms +B9700: pg=770 mem=464(h=464,m=0) io=122 l0=184 | 0.6ms avg=0.5ms +B9800: pg=761 mem=416(h=416,m=0) io=143 l0=202 | 0.7ms avg=0.5ms +B9900: pg=718 mem=407(h=407,m=0) io=107 l0=204 | 0.6ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5306 ms/batch +MEM: 4618357 (hit=4616832 miss=1525 rate=100.0%) +IO: 1002836 | L0: 1532099 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run2.log b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..fece906f681d14e8a0216e392da3b70af7cf81ab --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=525(h=521,m=4) io=179 l0=0 | 0.9ms avg=1.0ms +B 200: pg=668 mem=496(h=496,m=0) io=62 l0=110 | 0.3ms avg=0.7ms +B 300: pg=729 mem=515(h=515,m=0) io=85 l0=129 | 0.4ms avg=0.6ms +B 400: pg=706 mem=498(h=498,m=0) io=70 l0=138 | 0.4ms avg=0.6ms +B 500: pg=751 mem=523(h=523,m=0) io=88 l0=140 | 0.4ms avg=0.5ms +B 600: pg=700 mem=503(h=503,m=0) io=89 l0=108 | 0.5ms avg=0.5ms +B 700: pg=713 mem=464(h=464,m=0) io=95 l0=154 | 0.5ms avg=0.5ms +B 800: pg=679 mem=457(h=457,m=0) io=86 l0=136 | 0.4ms avg=0.5ms +B 900: pg=669 mem=474(h=474,m=0) io=71 l0=124 | 0.4ms avg=0.5ms +B1000: pg=685 mem=481(h=481,m=0) io=90 l0=114 | 0.5ms avg=0.5ms +B1100: pg=646 mem=429(h=429,m=0) io=89 l0=128 | 0.5ms avg=0.5ms +B1200: pg=664 mem=456(h=456,m=0) io=89 l0=119 | 0.5ms avg=0.5ms +B1300: pg=700 mem=485(h=485,m=0) io=86 l0=129 | 0.4ms avg=0.5ms +B1400: pg=749 mem=507(h=507,m=0) io=95 l0=147 | 0.5ms avg=0.4ms +B1500: pg=709 mem=496(h=496,m=0) io=82 l0=131 | 0.4ms avg=0.4ms +B1600: pg=690 mem=461(h=461,m=0) io=98 l0=131 | 0.5ms avg=0.4ms +B1700: pg=701 mem=484(h=484,m=0) io=70 l0=147 | 0.4ms avg=0.4ms +B1800: pg=673 mem=463(h=463,m=0) io=80 l0=130 | 0.4ms avg=0.4ms +B1900: pg=698 mem=487(h=487,m=0) io=67 l0=144 | 0.4ms avg=0.4ms +B2000: pg=706 mem=467(h=467,m=0) io=85 l0=154 | 0.4ms avg=0.4ms +B2100: pg=708 mem=487(h=487,m=0) io=87 l0=134 | 0.4ms avg=0.4ms +B2200: pg=751 mem=490(h=490,m=0) io=93 l0=168 | 0.5ms avg=0.4ms +B2300: pg=669 mem=481(h=481,m=0) io=61 l0=127 | 0.3ms avg=0.4ms +B2400: pg=702 mem=453(h=453,m=0) io=77 l0=172 | 0.4ms avg=0.4ms +B2500: pg=683 mem=450(h=450,m=0) io=93 l0=140 | 0.5ms avg=0.4ms +B2600: pg=737 mem=492(h=492,m=0) io=86 l0=159 | 0.4ms avg=0.4ms +B2700: pg=734 mem=509(h=509,m=0) io=72 l0=153 | 0.4ms avg=0.4ms +B2800: pg=739 mem=471(h=471,m=0) io=111 l0=157 | 0.6ms avg=0.4ms +B2900: pg=686 mem=453(h=453,m=0) io=82 l0=151 | 0.4ms avg=0.4ms +B3000: pg=689 mem=496(h=496,m=0) io=50 l0=143 | 0.3ms avg=0.4ms +B3100: pg=660 mem=441(h=441,m=0) io=88 l0=131 | 0.4ms avg=0.4ms +B3200: pg=753 mem=494(h=494,m=0) io=91 l0=168 | 0.5ms avg=0.4ms +B3300: pg=710 mem=480(h=480,m=0) io=98 l0=132 | 0.5ms avg=0.4ms +B3400: pg=711 mem=448(h=448,m=0) io=113 l0=150 | 0.6ms avg=0.4ms +B3500: pg=733 mem=488(h=488,m=0) io=107 l0=138 | 0.6ms avg=0.4ms +B3600: pg=693 mem=458(h=458,m=0) io=71 l0=164 | 0.4ms avg=0.4ms +B3700: pg=704 mem=461(h=461,m=0) io=85 l0=158 | 0.4ms avg=0.4ms +B3800: pg=741 mem=474(h=474,m=0) io=122 l0=145 | 0.6ms avg=0.4ms +B3900: pg=723 mem=483(h=483,m=0) io=92 l0=148 | 0.5ms avg=0.4ms +B4000: pg=695 mem=463(h=463,m=0) io=89 l0=143 | 0.5ms avg=0.4ms +B4100: pg=722 mem=449(h=449,m=0) io=108 l0=165 | 0.6ms avg=0.4ms +B4200: pg=753 mem=466(h=466,m=0) io=109 l0=178 | 0.6ms avg=0.4ms +B4300: pg=734 mem=492(h=492,m=0) io=97 l0=145 | 0.5ms avg=0.4ms +B4400: pg=702 mem=444(h=444,m=0) io=114 l0=144 | 0.6ms avg=0.4ms +B4500: pg=728 mem=479(h=479,m=0) io=98 l0=151 | 0.5ms avg=0.4ms +B4600: pg=721 mem=472(h=472,m=0) io=111 l0=138 | 0.6ms avg=0.4ms +B4700: pg=712 mem=459(h=459,m=0) io=84 l0=169 | 0.4ms avg=0.5ms +B4800: pg=730 mem=472(h=472,m=0) io=111 l0=147 | 0.6ms avg=0.5ms +B4900: pg=806 mem=485(h=485,m=0) io=134 l0=187 | 0.7ms avg=0.5ms +B5000: pg=719 mem=478(h=478,m=0) io=88 l0=153 | 0.4ms avg=0.5ms +B5100: pg=728 mem=464(h=464,m=0) io=120 l0=144 | 0.6ms avg=0.5ms +B5200: pg=709 mem=446(h=446,m=0) io=87 l0=176 | 0.4ms avg=0.5ms +B5300: pg=802 mem=477(h=477,m=0) io=135 l0=190 | 0.7ms avg=0.5ms +B5400: pg=718 mem=459(h=459,m=0) io=98 l0=161 | 0.5ms avg=0.5ms +B5500: pg=719 mem=455(h=455,m=0) io=95 l0=169 | 0.5ms avg=0.5ms +B5600: pg=699 mem=438(h=438,m=0) io=98 l0=163 | 0.5ms avg=0.5ms +B5700: pg=733 mem=473(h=473,m=0) io=94 l0=166 | 0.5ms avg=0.5ms +B5800: pg=740 mem=499(h=499,m=0) io=107 l0=134 | 0.6ms avg=0.5ms +B5900: pg=748 mem=441(h=441,m=0) io=120 l0=187 | 0.6ms avg=0.5ms +B6000: pg=709 mem=439(h=439,m=0) io=94 l0=176 | 0.5ms avg=0.5ms +B6100: pg=780 mem=467(h=467,m=0) io=137 l0=176 | 0.7ms avg=0.5ms +B6200: pg=805 mem=496(h=496,m=0) io=145 l0=164 | 0.8ms avg=0.5ms +B6300: pg=711 mem=437(h=436,m=1) io=98 l0=176 | 0.5ms avg=0.5ms +B6400: pg=725 mem=461(h=461,m=0) io=102 l0=162 | 0.5ms avg=0.5ms +B6500: pg=727 mem=445(h=445,m=0) io=122 l0=160 | 0.6ms avg=0.5ms +B6600: pg=730 mem=437(h=437,m=0) io=114 l0=179 | 0.6ms avg=0.5ms +B6700: pg=778 mem=466(h=466,m=0) io=129 l0=183 | 0.7ms avg=0.5ms +B6800: pg=757 mem=431(h=431,m=0) io=165 l0=161 | 0.8ms avg=0.5ms +B6900: pg=760 mem=444(h=444,m=0) io=137 l0=179 | 0.7ms avg=0.5ms +B7000: pg=752 mem=455(h=455,m=0) io=128 l0=169 | 0.6ms avg=0.5ms +B7100: pg=736 mem=434(h=434,m=0) io=116 l0=186 | 0.6ms avg=0.5ms +B7200: pg=734 mem=451(h=451,m=0) io=100 l0=183 | 0.5ms avg=0.5ms +B7300: pg=734 mem=449(h=449,m=0) io=114 l0=171 | 0.6ms avg=0.5ms +B7400: pg=759 mem=455(h=455,m=0) io=125 l0=179 | 0.6ms avg=0.5ms +B7500: pg=698 mem=451(h=451,m=0) io=77 l0=170 | 0.4ms avg=0.5ms +B7600: pg=701 mem=433(h=433,m=0) io=108 l0=160 | 0.6ms avg=0.5ms +B7700: pg=773 mem=470(h=470,m=0) io=116 l0=187 | 0.6ms avg=0.5ms +B7800: pg=673 mem=424(h=424,m=0) io=88 l0=161 | 0.4ms avg=0.5ms +B7900: pg=760 mem=420(h=420,m=0) io=136 l0=204 | 0.7ms avg=0.5ms +B8000: pg=764 mem=438(h=438,m=0) io=134 l0=192 | 0.7ms avg=0.5ms +B8100: pg=717 mem=420(h=419,m=1) io=130 l0=167 | 0.7ms avg=0.5ms +B8200: pg=763 mem=440(h=440,m=0) io=135 l0=188 | 0.7ms avg=0.5ms +B8300: pg=781 mem=435(h=435,m=0) io=160 l0=186 | 0.8ms avg=0.5ms +B8400: pg=734 mem=488(h=488,m=0) io=87 l0=159 | 0.4ms avg=0.5ms +B8500: pg=771 mem=448(h=448,m=0) io=139 l0=184 | 0.7ms avg=0.5ms +B8600: pg=759 mem=452(h=452,m=0) io=127 l0=180 | 0.6ms avg=0.5ms +B8700: pg=697 mem=408(h=408,m=0) io=91 l0=198 | 0.5ms avg=0.5ms +B8800: pg=722 mem=390(h=390,m=0) io=153 l0=179 | 0.8ms avg=0.5ms +B8900: pg=704 mem=419(h=419,m=0) io=114 l0=171 | 0.6ms avg=0.5ms +B9000: pg=690 mem=415(h=415,m=0) io=95 l0=180 | 0.5ms avg=0.5ms +B9100: pg=756 mem=443(h=443,m=0) io=119 l0=194 | 0.6ms avg=0.5ms +B9200: pg=769 mem=440(h=440,m=0) io=121 l0=208 | 0.6ms avg=0.5ms +B9300: pg=741 mem=434(h=434,m=0) io=105 l0=202 | 0.6ms avg=0.5ms +B9400: pg=767 mem=416(h=416,m=0) io=136 l0=215 | 0.7ms avg=0.5ms +B9500: pg=718 mem=397(h=397,m=0) io=113 l0=208 | 0.6ms avg=0.5ms +B9600: pg=760 mem=434(h=434,m=0) io=135 l0=191 | 0.7ms avg=0.5ms +B9700: pg=770 mem=454(h=454,m=0) io=118 l0=198 | 0.6ms avg=0.5ms +B9800: pg=761 mem=410(h=410,m=0) io=140 l0=211 | 0.7ms avg=0.5ms +B9900: pg=718 mem=404(h=404,m=0) io=109 l0=205 | 0.6ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5299 ms/batch +MEM: 4559067 (hit=4557698 miss=1369 rate=100.0%) +IO: 1004448 | L0: 1589777 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run3.log b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..84de5c15a3fb3ed6a906e44fe65656f4ea7be628 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w100/criteo_kaggle_a0.30_w100_20260501_022900_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=525(h=521,m=4) io=179 l0=0 | 0.9ms avg=1.0ms +B 200: pg=668 mem=494(h=494,m=0) io=60 l0=114 | 0.3ms avg=0.7ms +B 300: pg=729 mem=513(h=513,m=0) io=87 l0=129 | 0.4ms avg=0.6ms +B 400: pg=706 mem=497(h=497,m=0) io=72 l0=137 | 0.4ms avg=0.5ms +B 500: pg=751 mem=519(h=519,m=0) io=90 l0=142 | 0.5ms avg=0.5ms +B 600: pg=700 mem=498(h=498,m=0) io=86 l0=116 | 0.4ms avg=0.5ms +B 700: pg=713 mem=459(h=459,m=0) io=96 l0=158 | 0.5ms avg=0.5ms +B 800: pg=679 mem=455(h=455,m=0) io=82 l0=142 | 0.4ms avg=0.5ms +B 900: pg=669 mem=468(h=468,m=0) io=64 l0=137 | 0.3ms avg=0.5ms +B1000: pg=685 mem=480(h=480,m=0) io=89 l0=116 | 0.5ms avg=0.5ms +B1100: pg=646 mem=428(h=428,m=0) io=92 l0=126 | 0.5ms avg=0.5ms +B1200: pg=664 mem=451(h=451,m=0) io=94 l0=119 | 0.5ms avg=0.5ms +B1300: pg=700 mem=479(h=479,m=0) io=81 l0=140 | 0.4ms avg=0.5ms +B1400: pg=749 mem=508(h=508,m=0) io=94 l0=147 | 0.5ms avg=0.4ms +B1500: pg=709 mem=494(h=494,m=0) io=82 l0=133 | 0.4ms avg=0.4ms +B1600: pg=690 mem=458(h=458,m=0) io=100 l0=132 | 0.5ms avg=0.4ms +B1700: pg=701 mem=482(h=482,m=0) io=68 l0=151 | 0.4ms avg=0.4ms +B1800: pg=673 mem=456(h=456,m=0) io=80 l0=137 | 0.4ms avg=0.4ms +B1900: pg=698 mem=477(h=477,m=0) io=62 l0=159 | 0.3ms avg=0.4ms +B2000: pg=706 mem=468(h=468,m=0) io=82 l0=156 | 0.4ms avg=0.4ms +B2100: pg=708 mem=483(h=483,m=0) io=85 l0=140 | 0.4ms avg=0.4ms +B2200: pg=751 mem=489(h=489,m=0) io=97 l0=165 | 0.5ms avg=0.4ms +B2300: pg=669 mem=487(h=487,m=0) io=58 l0=124 | 0.3ms avg=0.4ms +B2400: pg=702 mem=452(h=452,m=0) io=76 l0=174 | 0.4ms avg=0.4ms +B2500: pg=683 mem=454(h=454,m=0) io=94 l0=135 | 0.5ms avg=0.4ms +B2600: pg=737 mem=487(h=487,m=0) io=87 l0=163 | 0.4ms avg=0.4ms +B2700: pg=734 mem=517(h=517,m=0) io=72 l0=145 | 0.4ms avg=0.4ms +B2800: pg=739 mem=476(h=476,m=0) io=99 l0=164 | 0.5ms avg=0.4ms +B2900: pg=686 mem=454(h=454,m=0) io=83 l0=149 | 0.4ms avg=0.4ms +B3000: pg=689 mem=488(h=488,m=0) io=53 l0=148 | 0.3ms avg=0.4ms +B3100: pg=660 mem=432(h=432,m=0) io=88 l0=140 | 0.4ms avg=0.4ms +B3200: pg=753 mem=496(h=496,m=0) io=90 l0=167 | 0.5ms avg=0.4ms +B3300: pg=710 mem=472(h=472,m=0) io=92 l0=146 | 0.5ms avg=0.4ms +B3400: pg=711 mem=447(h=447,m=0) io=113 l0=151 | 0.6ms avg=0.4ms +B3500: pg=733 mem=486(h=486,m=0) io=101 l0=146 | 0.5ms avg=0.4ms +B3600: pg=693 mem=452(h=452,m=0) io=68 l0=173 | 0.4ms avg=0.4ms +B3700: pg=704 mem=459(h=459,m=0) io=82 l0=163 | 0.4ms avg=0.4ms +B3800: pg=741 mem=475(h=475,m=0) io=125 l0=141 | 0.6ms avg=0.4ms +B3900: pg=723 mem=477(h=477,m=0) io=94 l0=152 | 0.5ms avg=0.4ms +B4000: pg=695 mem=446(h=446,m=0) io=85 l0=164 | 0.4ms avg=0.4ms +B4100: pg=722 mem=446(h=446,m=0) io=114 l0=162 | 0.6ms avg=0.4ms +B4200: pg=753 mem=460(h=460,m=0) io=114 l0=179 | 0.6ms avg=0.4ms +B4300: pg=734 mem=481(h=481,m=0) io=96 l0=157 | 0.5ms avg=0.4ms +B4400: pg=702 mem=440(h=440,m=0) io=115 l0=147 | 0.6ms avg=0.4ms +B4500: pg=728 mem=475(h=475,m=0) io=95 l0=158 | 0.5ms avg=0.4ms +B4600: pg=721 mem=462(h=462,m=0) io=116 l0=143 | 0.6ms avg=0.4ms +B4700: pg=712 mem=449(h=449,m=0) io=85 l0=178 | 0.4ms avg=0.5ms +B4800: pg=730 mem=471(h=471,m=0) io=106 l0=153 | 0.6ms avg=0.5ms +B4900: pg=806 mem=477(h=477,m=0) io=127 l0=202 | 0.6ms avg=0.5ms +B5000: pg=719 mem=464(h=464,m=0) io=88 l0=167 | 0.4ms avg=0.5ms +B5100: pg=728 mem=450(h=450,m=0) io=121 l0=157 | 0.6ms avg=0.5ms +B5200: pg=709 mem=435(h=435,m=0) io=91 l0=183 | 0.5ms avg=0.5ms +B5300: pg=802 mem=471(h=471,m=0) io=138 l0=193 | 0.7ms avg=0.5ms +B5400: pg=718 mem=460(h=460,m=0) io=100 l0=158 | 0.5ms avg=0.5ms +B5500: pg=719 mem=443(h=443,m=0) io=92 l0=184 | 0.5ms avg=0.5ms +B5600: pg=699 mem=432(h=432,m=0) io=94 l0=173 | 0.5ms avg=0.5ms +B5700: pg=733 mem=464(h=464,m=0) io=98 l0=171 | 0.5ms avg=0.5ms +B5800: pg=740 mem=489(h=489,m=0) io=109 l0=142 | 0.6ms avg=0.5ms +B5900: pg=748 mem=443(h=443,m=0) io=122 l0=183 | 0.6ms avg=0.5ms +B6000: pg=709 mem=444(h=444,m=0) io=98 l0=167 | 0.5ms avg=0.5ms +B6100: pg=780 mem=464(h=464,m=0) io=134 l0=182 | 0.7ms avg=0.5ms +B6200: pg=805 mem=483(h=483,m=0) io=151 l0=171 | 0.8ms avg=0.5ms +B6300: pg=711 mem=434(h=434,m=0) io=98 l0=179 | 0.5ms avg=0.5ms +B6400: pg=725 mem=457(h=457,m=0) io=104 l0=164 | 0.5ms avg=0.5ms +B6500: pg=727 mem=438(h=438,m=0) io=123 l0=166 | 0.6ms avg=0.5ms +B6600: pg=730 mem=429(h=429,m=0) io=117 l0=184 | 0.6ms avg=0.5ms +B6700: pg=778 mem=459(h=459,m=0) io=128 l0=191 | 0.6ms avg=0.5ms +B6800: pg=757 mem=416(h=416,m=0) io=165 l0=176 | 0.8ms avg=0.5ms +B6900: pg=760 mem=433(h=433,m=0) io=139 l0=188 | 0.7ms avg=0.5ms +B7000: pg=752 mem=447(h=447,m=0) io=123 l0=182 | 0.6ms avg=0.5ms +B7100: pg=736 mem=433(h=433,m=0) io=112 l0=191 | 0.6ms avg=0.5ms +B7200: pg=734 mem=439(h=439,m=0) io=105 l0=190 | 0.6ms avg=0.5ms +B7300: pg=734 mem=442(h=442,m=0) io=122 l0=170 | 0.6ms avg=0.5ms +B7400: pg=759 mem=450(h=450,m=0) io=132 l0=177 | 0.7ms avg=0.5ms +B7500: pg=698 mem=442(h=442,m=0) io=75 l0=181 | 0.4ms avg=0.5ms +B7600: pg=701 mem=430(h=430,m=0) io=113 l0=158 | 0.6ms avg=0.5ms +B7700: pg=773 mem=464(h=464,m=0) io=120 l0=189 | 0.6ms avg=0.5ms +B7800: pg=673 mem=414(h=414,m=0) io=90 l0=169 | 0.5ms avg=0.5ms +B7900: pg=760 mem=420(h=420,m=0) io=134 l0=206 | 0.7ms avg=0.5ms +B8000: pg=764 mem=434(h=434,m=0) io=133 l0=197 | 0.7ms avg=0.5ms +B8100: pg=717 mem=404(h=404,m=0) io=132 l0=181 | 0.7ms avg=0.5ms +B8200: pg=763 mem=440(h=440,m=0) io=142 l0=181 | 0.7ms avg=0.5ms +B8300: pg=781 mem=427(h=427,m=0) io=160 l0=194 | 0.8ms avg=0.5ms +B8400: pg=734 mem=493(h=493,m=0) io=87 l0=154 | 0.4ms avg=0.5ms +B8500: pg=771 mem=447(h=447,m=0) io=141 l0=183 | 0.7ms avg=0.5ms +B8600: pg=759 mem=437(h=437,m=0) io=129 l0=193 | 0.7ms avg=0.5ms +B8700: pg=697 mem=424(h=424,m=0) io=87 l0=186 | 0.4ms avg=0.5ms +B8800: pg=722 mem=384(h=384,m=0) io=154 l0=184 | 0.8ms avg=0.5ms +B8900: pg=704 mem=418(h=418,m=0) io=110 l0=176 | 0.6ms avg=0.5ms +B9000: pg=690 mem=410(h=410,m=0) io=92 l0=188 | 0.5ms avg=0.5ms +B9100: pg=756 mem=439(h=439,m=0) io=117 l0=200 | 0.6ms avg=0.5ms +B9200: pg=769 mem=436(h=436,m=0) io=120 l0=213 | 0.6ms avg=0.5ms +B9300: pg=741 mem=428(h=428,m=0) io=106 l0=207 | 0.6ms avg=0.5ms +B9400: pg=767 mem=423(h=423,m=0) io=129 l0=215 | 0.7ms avg=0.5ms +B9500: pg=718 mem=404(h=404,m=0) io=112 l0=202 | 0.6ms avg=0.5ms +B9600: pg=760 mem=444(h=444,m=0) io=132 l0=184 | 0.7ms avg=0.5ms +B9700: pg=770 mem=451(h=451,m=0) io=126 l0=193 | 0.6ms avg=0.5ms +B9800: pg=761 mem=403(h=403,m=0) io=146 l0=212 | 0.8ms avg=0.5ms +B9900: pg=718 mem=400(h=400,m=0) io=108 l0=210 | 0.6ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5292 ms/batch +MEM: 4523394 (hit=4522061 miss=1333 rate=100.0%) +IO: 1003108 | L0: 1626790 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922.csv b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922.csv new file mode 100644 index 0000000000000000000000000000000000000000..b57e844607b501c39bf1cfb03f61356b68408970 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.4974,99.9,5034619,905424,1213249,10000,0.30,200,252,6451 +2,0.4955,99.9,5016110,904845,1232337,10000,0.30,200,252,6451 +3,0.4949,99.9,5059821,904210,1189261,10000,0.30,200,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run1.log b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..eed600e054e3dcaae27c5183fa08eb982ca602bf --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.3ms avg=0.3ms +B 100: pg=704 mem=704(h=684,m=20) io=0 l0=0 | 1.8ms avg=1.1ms +B 200: pg=668 mem=548(h=546,m=2) io=120 l0=0 | 0.6ms avg=1.4ms +B 300: pg=729 mem=555(h=555,m=0) io=83 l0=91 | 0.4ms avg=1.0ms +B 400: pg=706 mem=551(h=551,m=0) io=66 l0=89 | 0.4ms avg=0.9ms +B 500: pg=751 mem=569(h=569,m=0) io=85 l0=97 | 0.4ms avg=0.8ms +B 600: pg=700 mem=532(h=532,m=0) io=85 l0=83 | 0.4ms avg=0.7ms +B 700: pg=713 mem=517(h=517,m=0) io=87 l0=109 | 0.4ms avg=0.7ms +B 800: pg=679 mem=513(h=513,m=0) io=78 l0=88 | 0.4ms avg=0.6ms +B 900: pg=669 mem=512(h=512,m=0) io=63 l0=94 | 0.3ms avg=0.6ms +B1000: pg=685 mem=514(h=514,m=0) io=84 l0=87 | 0.4ms avg=0.6ms +B1100: pg=646 mem=475(h=475,m=0) io=87 l0=84 | 0.4ms avg=0.5ms +B1200: pg=664 mem=496(h=496,m=0) io=81 l0=87 | 0.4ms avg=0.5ms +B1300: pg=700 mem=535(h=535,m=0) io=78 l0=87 | 0.4ms avg=0.5ms +B1400: pg=749 mem=559(h=559,m=0) io=88 l0=102 | 0.4ms avg=0.5ms +B1500: pg=709 mem=542(h=542,m=0) io=76 l0=91 | 0.4ms avg=0.5ms +B1600: pg=690 mem=498(h=498,m=0) io=92 l0=100 | 0.5ms avg=0.5ms +B1700: pg=701 mem=539(h=539,m=0) io=62 l0=100 | 0.3ms avg=0.5ms +B1800: pg=673 mem=500(h=500,m=0) io=66 l0=107 | 0.4ms avg=0.5ms +B1900: pg=698 mem=537(h=537,m=0) io=58 l0=103 | 0.3ms avg=0.5ms +B2000: pg=706 mem=524(h=524,m=0) io=67 l0=115 | 0.4ms avg=0.5ms +B2100: pg=708 mem=536(h=536,m=0) io=77 l0=95 | 0.4ms avg=0.5ms +B2200: pg=751 mem=536(h=536,m=0) io=90 l0=125 | 0.5ms avg=0.5ms +B2300: pg=669 mem=518(h=518,m=0) io=61 l0=90 | 0.3ms avg=0.4ms +B2400: pg=702 mem=505(h=505,m=0) io=75 l0=122 | 0.4ms avg=0.4ms +B2500: pg=683 mem=500(h=499,m=1) io=87 l0=96 | 0.4ms avg=0.4ms +B2600: pg=737 mem=555(h=555,m=0) io=79 l0=103 | 0.4ms avg=0.4ms +B2700: pg=734 mem=573(h=573,m=0) io=57 l0=104 | 0.3ms avg=0.4ms +B2800: pg=739 mem=535(h=535,m=0) io=100 l0=104 | 0.5ms avg=0.4ms +B2900: pg=686 mem=511(h=511,m=0) io=70 l0=105 | 0.4ms avg=0.4ms +B3000: pg=689 mem=534(h=534,m=0) io=51 l0=104 | 0.3ms avg=0.4ms +B3100: pg=660 mem=468(h=468,m=0) io=81 l0=111 | 0.4ms avg=0.4ms +B3200: pg=753 mem=559(h=559,m=0) io=86 l0=108 | 0.4ms avg=0.4ms +B3300: pg=710 mem=513(h=513,m=0) io=86 l0=111 | 0.4ms avg=0.4ms +B3400: pg=711 mem=513(h=513,m=0) io=98 l0=100 | 0.5ms avg=0.4ms +B3500: pg=733 mem=539(h=539,m=0) io=97 l0=97 | 0.5ms avg=0.4ms +B3600: pg=693 mem=504(h=504,m=0) io=59 l0=130 | 0.3ms avg=0.4ms +B3700: pg=704 mem=524(h=524,m=0) io=77 l0=103 | 0.4ms avg=0.4ms +B3800: pg=741 mem=522(h=522,m=0) io=111 l0=108 | 0.6ms avg=0.4ms +B3900: pg=723 mem=530(h=530,m=0) io=86 l0=107 | 0.4ms avg=0.4ms +B4000: pg=695 mem=493(h=493,m=0) io=82 l0=120 | 0.4ms avg=0.4ms +B4100: pg=722 mem=492(h=492,m=0) io=107 l0=123 | 0.6ms avg=0.4ms +B4200: pg=753 mem=512(h=512,m=0) io=96 l0=145 | 0.5ms avg=0.4ms +B4300: pg=734 mem=525(h=525,m=0) io=90 l0=119 | 0.5ms avg=0.4ms +B4400: pg=702 mem=494(h=494,m=0) io=107 l0=101 | 0.6ms avg=0.4ms +B4500: pg=728 mem=528(h=528,m=0) io=92 l0=108 | 0.5ms avg=0.4ms +B4600: pg=721 mem=507(h=507,m=0) io=103 l0=111 | 0.5ms avg=0.4ms +B4700: pg=712 mem=497(h=497,m=0) io=80 l0=135 | 0.4ms avg=0.4ms +B4800: pg=730 mem=531(h=531,m=0) io=98 l0=101 | 0.5ms avg=0.4ms +B4900: pg=806 mem=547(h=547,m=0) io=122 l0=137 | 0.6ms avg=0.4ms +B5000: pg=719 mem=521(h=521,m=0) io=74 l0=124 | 0.4ms avg=0.4ms +B5100: pg=728 mem=489(h=489,m=0) io=110 l0=129 | 0.6ms avg=0.4ms +B5200: pg=709 mem=493(h=493,m=0) io=81 l0=135 | 0.4ms avg=0.4ms +B5300: pg=802 mem=535(h=535,m=0) io=120 l0=147 | 0.6ms avg=0.4ms +B5400: pg=718 mem=487(h=487,m=0) io=96 l0=135 | 0.5ms avg=0.4ms +B5500: pg=719 mem=495(h=495,m=0) io=78 l0=146 | 0.4ms avg=0.4ms +B5600: pg=699 mem=475(h=475,m=0) io=84 l0=140 | 0.4ms avg=0.4ms +B5700: pg=733 mem=525(h=525,m=0) io=76 l0=132 | 0.4ms avg=0.4ms +B5800: pg=740 mem=509(h=509,m=0) io=95 l0=136 | 0.5ms avg=0.4ms +B5900: pg=748 mem=497(h=497,m=0) io=114 l0=137 | 0.6ms avg=0.4ms +B6000: pg=709 mem=493(h=493,m=0) io=89 l0=127 | 0.5ms avg=0.5ms +B6100: pg=780 mem=506(h=506,m=0) io=121 l0=153 | 0.6ms avg=0.5ms +B6200: pg=805 mem=528(h=528,m=0) io=134 l0=143 | 0.7ms avg=0.5ms +B6300: pg=711 mem=477(h=477,m=0) io=97 l0=137 | 0.5ms avg=0.5ms +B6400: pg=725 mem=505(h=505,m=0) io=94 l0=126 | 0.5ms avg=0.5ms +B6500: pg=727 mem=497(h=497,m=0) io=112 l0=118 | 0.6ms avg=0.5ms +B6600: pg=730 mem=479(h=479,m=0) io=117 l0=134 | 0.6ms avg=0.5ms +B6700: pg=778 mem=505(h=505,m=0) io=121 l0=152 | 0.6ms avg=0.5ms +B6800: pg=757 mem=464(h=464,m=0) io=152 l0=141 | 0.8ms avg=0.5ms +B6900: pg=760 mem=495(h=495,m=0) io=131 l0=134 | 0.7ms avg=0.5ms +B7000: pg=752 mem=502(h=502,m=0) io=115 l0=135 | 0.6ms avg=0.5ms +B7100: pg=736 mem=481(h=481,m=0) io=103 l0=152 | 0.5ms avg=0.5ms +B7200: pg=734 mem=498(h=498,m=0) io=90 l0=146 | 0.5ms avg=0.5ms +B7300: pg=734 mem=490(h=490,m=0) io=102 l0=142 | 0.5ms avg=0.5ms +B7400: pg=759 mem=495(h=495,m=0) io=127 l0=137 | 0.6ms avg=0.5ms +B7500: pg=698 mem=505(h=505,m=0) io=63 l0=130 | 0.3ms avg=0.5ms +B7600: pg=701 mem=474(h=474,m=0) io=98 l0=129 | 0.5ms avg=0.5ms +B7700: pg=773 mem=512(h=512,m=0) io=101 l0=160 | 0.5ms avg=0.5ms +B7800: pg=673 mem=452(h=452,m=0) io=86 l0=135 | 0.4ms avg=0.5ms +B7900: pg=760 mem=479(h=479,m=0) io=118 l0=163 | 0.6ms avg=0.5ms +B8000: pg=764 mem=488(h=488,m=0) io=121 l0=155 | 0.6ms avg=0.5ms +B8100: pg=717 mem=454(h=454,m=0) io=123 l0=140 | 0.6ms avg=0.5ms +B8200: pg=763 mem=483(h=483,m=0) io=123 l0=157 | 0.6ms avg=0.5ms +B8300: pg=781 mem=488(h=488,m=0) io=147 l0=146 | 0.8ms avg=0.5ms +B8400: pg=734 mem=511(h=511,m=0) io=82 l0=141 | 0.4ms avg=0.5ms +B8500: pg=771 mem=492(h=492,m=0) io=134 l0=145 | 0.7ms avg=0.5ms +B8600: pg=759 mem=497(h=497,m=0) io=118 l0=144 | 0.6ms avg=0.5ms +B8700: pg=697 mem=468(h=468,m=0) io=82 l0=147 | 0.4ms avg=0.5ms +B8800: pg=722 mem=427(h=427,m=0) io=146 l0=149 | 0.8ms avg=0.5ms +B8900: pg=704 mem=474(h=474,m=0) io=97 l0=133 | 0.5ms avg=0.5ms +B9000: pg=690 mem=446(h=446,m=0) io=80 l0=164 | 0.4ms avg=0.5ms +B9100: pg=756 mem=507(h=507,m=0) io=114 l0=135 | 0.6ms avg=0.5ms +B9200: pg=769 mem=495(h=495,m=0) io=113 l0=161 | 0.6ms avg=0.5ms +B9300: pg=741 mem=475(h=475,m=0) io=101 l0=165 | 0.5ms avg=0.5ms +B9400: pg=767 mem=479(h=479,m=0) io=114 l0=174 | 0.6ms avg=0.5ms +B9500: pg=718 mem=462(h=462,m=0) io=103 l0=153 | 0.5ms avg=0.5ms +B9600: pg=760 mem=492(h=492,m=0) io=119 l0=149 | 0.6ms avg=0.5ms +B9700: pg=770 mem=511(h=511,m=0) io=111 l0=148 | 0.6ms avg=0.5ms +B9800: pg=761 mem=452(h=452,m=0) io=126 l0=183 | 0.6ms avg=0.5ms +B9900: pg=718 mem=450(h=450,m=0) io=99 l0=169 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4974 ms/batch +MEM: 5034619 (hit=5031430 miss=3189 rate=99.9%) +IO: 905424 | L0: 1213249 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run2.log b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..397f16e66c239ab2afba7c7f206b9ad33e1d0471 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=549(h=547,m=2) io=119 l0=0 | 0.6ms avg=1.3ms +B 300: pg=729 mem=557(h=557,m=0) io=81 l0=91 | 0.4ms avg=1.0ms +B 400: pg=706 mem=554(h=554,m=0) io=65 l0=87 | 0.4ms avg=0.8ms +B 500: pg=751 mem=575(h=575,m=0) io=83 l0=93 | 0.4ms avg=0.7ms +B 600: pg=700 mem=534(h=534,m=0) io=78 l0=88 | 0.4ms avg=0.7ms +B 700: pg=713 mem=519(h=519,m=0) io=88 l0=106 | 0.4ms avg=0.6ms +B 800: pg=679 mem=517(h=517,m=0) io=80 l0=82 | 0.4ms avg=0.6ms +B 900: pg=669 mem=518(h=518,m=0) io=61 l0=90 | 0.3ms avg=0.6ms +B1000: pg=685 mem=521(h=521,m=0) io=83 l0=81 | 0.4ms avg=0.6ms +B1100: pg=646 mem=481(h=481,m=0) io=85 l0=80 | 0.4ms avg=0.5ms +B1200: pg=664 mem=499(h=499,m=0) io=81 l0=84 | 0.4ms avg=0.5ms +B1300: pg=700 mem=538(h=538,m=0) io=79 l0=83 | 0.4ms avg=0.5ms +B1400: pg=749 mem=559(h=559,m=0) io=83 l0=107 | 0.4ms avg=0.5ms +B1500: pg=709 mem=544(h=544,m=0) io=76 l0=89 | 0.4ms avg=0.5ms +B1600: pg=690 mem=502(h=502,m=0) io=87 l0=101 | 0.4ms avg=0.5ms +B1700: pg=701 mem=545(h=545,m=0) io=62 l0=94 | 0.3ms avg=0.5ms +B1800: pg=673 mem=503(h=503,m=0) io=69 l0=101 | 0.4ms avg=0.5ms +B1900: pg=698 mem=540(h=540,m=0) io=62 l0=96 | 0.3ms avg=0.5ms +B2000: pg=706 mem=525(h=525,m=0) io=69 l0=112 | 0.4ms avg=0.5ms +B2100: pg=708 mem=542(h=542,m=0) io=77 l0=89 | 0.4ms avg=0.4ms +B2200: pg=751 mem=546(h=546,m=0) io=91 l0=114 | 0.5ms avg=0.4ms +B2300: pg=669 mem=518(h=518,m=0) io=60 l0=91 | 0.3ms avg=0.4ms +B2400: pg=702 mem=508(h=508,m=0) io=78 l0=116 | 0.4ms avg=0.4ms +B2500: pg=683 mem=498(h=498,m=0) io=88 l0=97 | 0.4ms avg=0.4ms +B2600: pg=737 mem=547(h=547,m=0) io=71 l0=119 | 0.4ms avg=0.4ms +B2700: pg=734 mem=574(h=574,m=0) io=63 l0=97 | 0.3ms avg=0.4ms +B2800: pg=739 mem=534(h=534,m=0) io=97 l0=108 | 0.5ms avg=0.4ms +B2900: pg=686 mem=511(h=511,m=0) io=64 l0=111 | 0.3ms avg=0.4ms +B3000: pg=689 mem=530(h=530,m=0) io=47 l0=112 | 0.2ms avg=0.4ms +B3100: pg=660 mem=472(h=472,m=0) io=79 l0=109 | 0.4ms avg=0.4ms +B3200: pg=753 mem=557(h=557,m=0) io=87 l0=109 | 0.4ms avg=0.4ms +B3300: pg=710 mem=507(h=507,m=0) io=86 l0=117 | 0.4ms avg=0.4ms +B3400: pg=711 mem=507(h=507,m=0) io=99 l0=105 | 0.5ms avg=0.4ms +B3500: pg=733 mem=539(h=539,m=0) io=99 l0=95 | 0.5ms avg=0.4ms +B3600: pg=693 mem=505(h=505,m=0) io=62 l0=126 | 0.3ms avg=0.4ms +B3700: pg=704 mem=524(h=524,m=0) io=79 l0=101 | 0.4ms avg=0.4ms +B3800: pg=741 mem=517(h=517,m=0) io=109 l0=115 | 0.6ms avg=0.4ms +B3900: pg=723 mem=530(h=530,m=0) io=83 l0=110 | 0.4ms avg=0.4ms +B4000: pg=695 mem=501(h=501,m=0) io=83 l0=111 | 0.4ms avg=0.4ms +B4100: pg=722 mem=488(h=488,m=0) io=108 l0=126 | 0.6ms avg=0.4ms +B4200: pg=753 mem=509(h=509,m=0) io=101 l0=143 | 0.5ms avg=0.4ms +B4300: pg=734 mem=523(h=523,m=0) io=88 l0=123 | 0.4ms avg=0.4ms +B4400: pg=702 mem=484(h=484,m=0) io=108 l0=110 | 0.6ms avg=0.4ms +B4500: pg=728 mem=527(h=527,m=0) io=90 l0=111 | 0.5ms avg=0.4ms +B4600: pg=721 mem=502(h=502,m=0) io=103 l0=116 | 0.5ms avg=0.4ms +B4700: pg=712 mem=497(h=497,m=0) io=76 l0=139 | 0.4ms avg=0.4ms +B4800: pg=730 mem=529(h=529,m=0) io=98 l0=103 | 0.5ms avg=0.4ms +B4900: pg=806 mem=548(h=548,m=0) io=120 l0=138 | 0.6ms avg=0.4ms +B5000: pg=719 mem=521(h=521,m=0) io=77 l0=121 | 0.4ms avg=0.4ms +B5100: pg=728 mem=489(h=489,m=0) io=112 l0=127 | 0.6ms avg=0.4ms +B5200: pg=709 mem=492(h=492,m=0) io=82 l0=135 | 0.4ms avg=0.4ms +B5300: pg=802 mem=533(h=533,m=0) io=122 l0=147 | 0.6ms avg=0.4ms +B5400: pg=718 mem=493(h=493,m=0) io=96 l0=129 | 0.5ms avg=0.4ms +B5500: pg=719 mem=507(h=507,m=0) io=84 l0=128 | 0.4ms avg=0.4ms +B5600: pg=699 mem=472(h=472,m=0) io=86 l0=141 | 0.4ms avg=0.4ms +B5700: pg=733 mem=517(h=517,m=0) io=74 l0=142 | 0.4ms avg=0.4ms +B5800: pg=740 mem=512(h=512,m=0) io=96 l0=132 | 0.5ms avg=0.4ms +B5900: pg=748 mem=497(h=497,m=0) io=118 l0=133 | 0.6ms avg=0.4ms +B6000: pg=709 mem=492(h=492,m=0) io=89 l0=128 | 0.5ms avg=0.4ms +B6100: pg=780 mem=516(h=516,m=0) io=124 l0=140 | 0.6ms avg=0.4ms +B6200: pg=805 mem=524(h=524,m=0) io=134 l0=147 | 0.7ms avg=0.5ms +B6300: pg=711 mem=481(h=480,m=1) io=91 l0=139 | 0.5ms avg=0.5ms +B6400: pg=725 mem=506(h=505,m=1) io=95 l0=124 | 0.5ms avg=0.5ms +B6500: pg=727 mem=493(h=493,m=0) io=117 l0=117 | 0.6ms avg=0.5ms +B6600: pg=730 mem=480(h=480,m=0) io=108 l0=142 | 0.6ms avg=0.5ms +B6700: pg=778 mem=511(h=511,m=0) io=127 l0=140 | 0.6ms avg=0.5ms +B6800: pg=757 mem=464(h=464,m=0) io=155 l0=138 | 0.8ms avg=0.5ms +B6900: pg=760 mem=482(h=482,m=0) io=130 l0=148 | 0.7ms avg=0.5ms +B7000: pg=752 mem=503(h=503,m=0) io=109 l0=140 | 0.6ms avg=0.5ms +B7100: pg=736 mem=480(h=480,m=0) io=103 l0=153 | 0.5ms avg=0.5ms +B7200: pg=734 mem=490(h=490,m=0) io=91 l0=153 | 0.5ms avg=0.5ms +B7300: pg=734 mem=496(h=496,m=0) io=105 l0=133 | 0.6ms avg=0.5ms +B7400: pg=759 mem=491(h=491,m=0) io=129 l0=139 | 0.7ms avg=0.5ms +B7500: pg=698 mem=502(h=502,m=0) io=63 l0=133 | 0.3ms avg=0.5ms +B7600: pg=701 mem=476(h=476,m=0) io=95 l0=130 | 0.5ms avg=0.5ms +B7700: pg=773 mem=503(h=503,m=0) io=105 l0=165 | 0.6ms avg=0.5ms +B7800: pg=673 mem=443(h=443,m=0) io=81 l0=149 | 0.4ms avg=0.5ms +B7900: pg=760 mem=473(h=473,m=0) io=131 l0=156 | 0.7ms avg=0.5ms +B8000: pg=764 mem=483(h=483,m=0) io=119 l0=162 | 0.6ms avg=0.5ms +B8100: pg=717 mem=451(h=451,m=0) io=119 l0=147 | 0.6ms avg=0.5ms +B8200: pg=763 mem=481(h=481,m=0) io=123 l0=159 | 0.6ms avg=0.5ms +B8300: pg=781 mem=487(h=487,m=0) io=150 l0=144 | 0.8ms avg=0.5ms +B8400: pg=734 mem=504(h=504,m=0) io=80 l0=150 | 0.4ms avg=0.5ms +B8500: pg=771 mem=478(h=478,m=0) io=133 l0=160 | 0.7ms avg=0.5ms +B8600: pg=759 mem=495(h=495,m=0) io=116 l0=148 | 0.6ms avg=0.5ms +B8700: pg=697 mem=459(h=459,m=0) io=81 l0=157 | 0.4ms avg=0.5ms +B8800: pg=722 mem=410(h=410,m=0) io=144 l0=168 | 0.7ms avg=0.5ms +B8900: pg=704 mem=458(h=458,m=0) io=95 l0=151 | 0.5ms avg=0.5ms +B9000: pg=690 mem=448(h=448,m=0) io=82 l0=160 | 0.4ms avg=0.5ms +B9100: pg=756 mem=494(h=494,m=0) io=113 l0=149 | 0.6ms avg=0.5ms +B9200: pg=769 mem=487(h=487,m=0) io=115 l0=167 | 0.6ms avg=0.5ms +B9300: pg=741 mem=475(h=475,m=0) io=99 l0=167 | 0.5ms avg=0.5ms +B9400: pg=767 mem=479(h=479,m=0) io=116 l0=172 | 0.6ms avg=0.5ms +B9500: pg=718 mem=435(h=435,m=0) io=99 l0=184 | 0.5ms avg=0.5ms +B9600: pg=760 mem=480(h=480,m=0) io=117 l0=163 | 0.6ms avg=0.5ms +B9700: pg=770 mem=487(h=487,m=0) io=113 l0=170 | 0.6ms avg=0.5ms +B9800: pg=761 mem=462(h=462,m=0) io=128 l0=171 | 0.6ms avg=0.5ms +B9900: pg=718 mem=462(h=462,m=0) io=104 l0=152 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4955 ms/batch +MEM: 5016110 (hit=5013102 miss=3008 rate=99.9%) +IO: 904845 | L0: 1232337 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run3.log b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ad7944eaff48e5f7818f5d3e054d2ee6479ace14 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w200/criteo_kaggle_a0.30_w200_20260501_022922_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=704(h=688,m=16) io=0 l0=0 | 1.5ms avg=1.2ms +B 200: pg=668 mem=549(h=545,m=4) io=119 l0=0 | 0.6ms avg=1.3ms +B 300: pg=729 mem=555(h=555,m=0) io=83 l0=91 | 0.4ms avg=1.0ms +B 400: pg=706 mem=552(h=552,m=0) io=63 l0=91 | 0.3ms avg=0.8ms +B 500: pg=751 mem=572(h=572,m=0) io=86 l0=93 | 0.4ms avg=0.7ms +B 600: pg=700 mem=534(h=534,m=0) io=79 l0=87 | 0.4ms avg=0.7ms +B 700: pg=713 mem=520(h=520,m=0) io=89 l0=104 | 0.5ms avg=0.6ms +B 800: pg=679 mem=519(h=519,m=0) io=77 l0=83 | 0.4ms avg=0.6ms +B 900: pg=669 mem=519(h=519,m=0) io=62 l0=88 | 0.3ms avg=0.6ms +B1000: pg=685 mem=520(h=520,m=0) io=79 l0=86 | 0.4ms avg=0.5ms +B1100: pg=646 mem=481(h=481,m=0) io=84 l0=81 | 0.4ms avg=0.5ms +B1200: pg=664 mem=505(h=505,m=0) io=78 l0=81 | 0.4ms avg=0.5ms +B1300: pg=700 mem=543(h=543,m=0) io=77 l0=80 | 0.4ms avg=0.5ms +B1400: pg=749 mem=563(h=563,m=0) io=86 l0=100 | 0.4ms avg=0.5ms +B1500: pg=709 mem=548(h=548,m=0) io=78 l0=83 | 0.4ms avg=0.5ms +B1600: pg=690 mem=502(h=502,m=0) io=93 l0=95 | 0.5ms avg=0.5ms +B1700: pg=701 mem=545(h=545,m=0) io=62 l0=94 | 0.3ms avg=0.5ms +B1800: pg=673 mem=507(h=507,m=0) io=67 l0=99 | 0.4ms avg=0.5ms +B1900: pg=698 mem=543(h=543,m=0) io=59 l0=96 | 0.3ms avg=0.5ms +B2000: pg=706 mem=529(h=529,m=0) io=70 l0=107 | 0.4ms avg=0.5ms +B2100: pg=708 mem=541(h=541,m=0) io=79 l0=88 | 0.4ms avg=0.4ms +B2200: pg=751 mem=539(h=539,m=0) io=89 l0=123 | 0.5ms avg=0.4ms +B2300: pg=669 mem=519(h=519,m=0) io=56 l0=94 | 0.3ms avg=0.4ms +B2400: pg=702 mem=508(h=508,m=0) io=72 l0=122 | 0.4ms avg=0.4ms +B2500: pg=683 mem=499(h=499,m=0) io=86 l0=98 | 0.4ms avg=0.4ms +B2600: pg=737 mem=556(h=556,m=0) io=75 l0=106 | 0.4ms avg=0.4ms +B2700: pg=734 mem=576(h=576,m=0) io=60 l0=98 | 0.3ms avg=0.4ms +B2800: pg=739 mem=543(h=543,m=0) io=96 l0=100 | 0.5ms avg=0.4ms +B2900: pg=686 mem=517(h=517,m=0) io=70 l0=99 | 0.4ms avg=0.4ms +B3000: pg=689 mem=540(h=540,m=0) io=47 l0=102 | 0.2ms avg=0.4ms +B3100: pg=660 mem=475(h=475,m=0) io=81 l0=104 | 0.4ms avg=0.4ms +B3200: pg=753 mem=560(h=560,m=0) io=87 l0=106 | 0.4ms avg=0.4ms +B3300: pg=710 mem=515(h=515,m=0) io=82 l0=113 | 0.4ms avg=0.4ms +B3400: pg=711 mem=517(h=517,m=0) io=93 l0=101 | 0.5ms avg=0.4ms +B3500: pg=733 mem=541(h=541,m=0) io=99 l0=93 | 0.5ms avg=0.4ms +B3600: pg=693 mem=505(h=505,m=0) io=61 l0=127 | 0.3ms avg=0.4ms +B3700: pg=704 mem=532(h=532,m=0) io=76 l0=96 | 0.4ms avg=0.4ms +B3800: pg=741 mem=518(h=518,m=0) io=114 l0=109 | 0.6ms avg=0.4ms +B3900: pg=723 mem=531(h=531,m=0) io=84 l0=108 | 0.4ms avg=0.4ms +B4000: pg=695 mem=499(h=499,m=0) io=79 l0=117 | 0.4ms avg=0.4ms +B4100: pg=722 mem=498(h=498,m=0) io=109 l0=115 | 0.6ms avg=0.4ms +B4200: pg=753 mem=524(h=524,m=0) io=98 l0=131 | 0.5ms avg=0.4ms +B4300: pg=734 mem=533(h=532,m=1) io=88 l0=113 | 0.4ms avg=0.4ms +B4400: pg=702 mem=490(h=490,m=0) io=106 l0=106 | 0.6ms avg=0.4ms +B4500: pg=728 mem=529(h=529,m=0) io=93 l0=106 | 0.5ms avg=0.4ms +B4600: pg=721 mem=507(h=507,m=0) io=97 l0=117 | 0.5ms avg=0.4ms +B4700: pg=712 mem=502(h=502,m=0) io=78 l0=132 | 0.4ms avg=0.4ms +B4800: pg=730 mem=529(h=529,m=0) io=98 l0=103 | 0.5ms avg=0.4ms +B4900: pg=806 mem=557(h=557,m=0) io=116 l0=133 | 0.6ms avg=0.4ms +B5000: pg=719 mem=524(h=524,m=0) io=77 l0=118 | 0.4ms avg=0.4ms +B5100: pg=728 mem=501(h=501,m=0) io=111 l0=116 | 0.6ms avg=0.4ms +B5200: pg=709 mem=504(h=504,m=0) io=81 l0=124 | 0.4ms avg=0.4ms +B5300: pg=802 mem=542(h=542,m=0) io=119 l0=141 | 0.6ms avg=0.4ms +B5400: pg=718 mem=494(h=494,m=0) io=94 l0=130 | 0.5ms avg=0.4ms +B5500: pg=719 mem=515(h=515,m=0) io=81 l0=123 | 0.4ms avg=0.4ms +B5600: pg=699 mem=482(h=482,m=0) io=87 l0=130 | 0.4ms avg=0.4ms +B5700: pg=733 mem=534(h=534,m=0) io=77 l0=122 | 0.4ms avg=0.4ms +B5800: pg=740 mem=522(h=522,m=0) io=100 l0=118 | 0.5ms avg=0.4ms +B5900: pg=748 mem=502(h=502,m=0) io=114 l0=132 | 0.6ms avg=0.4ms +B6000: pg=709 mem=506(h=506,m=0) io=89 l0=114 | 0.5ms avg=0.4ms +B6100: pg=780 mem=514(h=514,m=0) io=123 l0=143 | 0.6ms avg=0.4ms +B6200: pg=805 mem=540(h=540,m=0) io=138 l0=127 | 0.7ms avg=0.5ms +B6300: pg=711 mem=483(h=483,m=0) io=92 l0=136 | 0.5ms avg=0.5ms +B6400: pg=725 mem=509(h=509,m=0) io=94 l0=122 | 0.5ms avg=0.5ms +B6500: pg=727 mem=500(h=500,m=0) io=112 l0=115 | 0.6ms avg=0.5ms +B6600: pg=730 mem=475(h=475,m=0) io=105 l0=150 | 0.6ms avg=0.5ms +B6700: pg=778 mem=524(h=524,m=0) io=123 l0=131 | 0.6ms avg=0.5ms +B6800: pg=757 mem=467(h=467,m=0) io=154 l0=136 | 0.8ms avg=0.5ms +B6900: pg=760 mem=491(h=491,m=0) io=131 l0=138 | 0.7ms avg=0.5ms +B7000: pg=752 mem=498(h=498,m=0) io=112 l0=142 | 0.6ms avg=0.5ms +B7100: pg=736 mem=482(h=482,m=0) io=102 l0=152 | 0.5ms avg=0.5ms +B7200: pg=734 mem=486(h=486,m=0) io=93 l0=155 | 0.5ms avg=0.5ms +B7300: pg=734 mem=485(h=485,m=0) io=107 l0=142 | 0.6ms avg=0.5ms +B7400: pg=759 mem=495(h=495,m=0) io=121 l0=143 | 0.6ms avg=0.5ms +B7500: pg=698 mem=500(h=500,m=0) io=64 l0=134 | 0.3ms avg=0.5ms +B7600: pg=701 mem=470(h=470,m=0) io=89 l0=142 | 0.5ms avg=0.5ms +B7700: pg=773 mem=529(h=529,m=0) io=102 l0=142 | 0.5ms avg=0.5ms +B7800: pg=673 mem=454(h=454,m=0) io=82 l0=137 | 0.4ms avg=0.5ms +B7900: pg=760 mem=485(h=485,m=0) io=130 l0=145 | 0.7ms avg=0.5ms +B8000: pg=764 mem=495(h=495,m=0) io=117 l0=152 | 0.6ms avg=0.5ms +B8100: pg=717 mem=464(h=464,m=0) io=123 l0=130 | 0.6ms avg=0.5ms +B8200: pg=763 mem=480(h=480,m=0) io=127 l0=156 | 0.6ms avg=0.5ms +B8300: pg=781 mem=491(h=491,m=0) io=143 l0=147 | 0.7ms avg=0.5ms +B8400: pg=734 mem=507(h=507,m=0) io=78 l0=149 | 0.4ms avg=0.5ms +B8500: pg=771 mem=499(h=499,m=0) io=136 l0=136 | 0.7ms avg=0.5ms +B8600: pg=759 mem=503(h=503,m=0) io=116 l0=140 | 0.6ms avg=0.5ms +B8700: pg=697 mem=470(h=470,m=0) io=86 l0=141 | 0.4ms avg=0.5ms +B8800: pg=722 mem=426(h=426,m=0) io=146 l0=150 | 0.8ms avg=0.5ms +B8900: pg=704 mem=473(h=473,m=0) io=93 l0=138 | 0.5ms avg=0.5ms +B9000: pg=690 mem=449(h=449,m=0) io=85 l0=156 | 0.4ms avg=0.5ms +B9100: pg=756 mem=504(h=504,m=0) io=109 l0=143 | 0.6ms avg=0.5ms +B9200: pg=769 mem=503(h=503,m=0) io=111 l0=155 | 0.6ms avg=0.5ms +B9300: pg=741 mem=474(h=474,m=0) io=100 l0=167 | 0.5ms avg=0.5ms +B9400: pg=767 mem=474(h=474,m=0) io=115 l0=178 | 0.6ms avg=0.5ms +B9500: pg=718 mem=448(h=448,m=0) io=98 l0=172 | 0.5ms avg=0.5ms +B9600: pg=760 mem=490(h=490,m=0) io=115 l0=155 | 0.6ms avg=0.5ms +B9700: pg=770 mem=504(h=503,m=1) io=111 l0=155 | 0.6ms avg=0.5ms +B9800: pg=761 mem=455(h=455,m=0) io=128 l0=178 | 0.6ms avg=0.5ms +B9900: pg=718 mem=459(h=459,m=0) io=98 l0=161 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4949 ms/batch +MEM: 5059821 (hit=5056823 miss=2998 rate=99.9%) +IO: 904210 | L0: 1189261 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839.csv b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839.csv new file mode 100644 index 0000000000000000000000000000000000000000..3a4559769b83b2415614fc5c0eaff7aa60b2c614 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.5581,100.0,4134136,1068349,1950807,10000,0.30,50,252,6451 +2,0.5560,100.0,4007088,1068656,2077548,10000,0.30,50,252,6451 +3,0.5610,100.0,3897946,1076346,2179000,10000,0.30,50,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run1.log b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..6662f35b82dadd42dcd9b126f50ae18f1ab943d8 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.7ms avg=0.7ms +B 100: pg=704 mem=459(h=459,m=0) io=75 l0=170 | 0.4ms avg=0.9ms +B 200: pg=668 mem=447(h=447,m=0) io=65 l0=156 | 0.4ms avg=0.6ms +B 300: pg=729 mem=464(h=464,m=0) io=91 l0=174 | 0.5ms avg=0.6ms +B 400: pg=706 mem=439(h=439,m=0) io=77 l0=190 | 0.4ms avg=0.5ms +B 500: pg=751 mem=461(h=461,m=0) io=100 l0=190 | 0.5ms avg=0.5ms +B 600: pg=700 mem=443(h=443,m=0) io=100 l0=157 | 0.5ms avg=0.5ms +B 700: pg=713 mem=416(h=416,m=0) io=101 l0=196 | 0.5ms avg=0.5ms +B 800: pg=679 mem=407(h=407,m=0) io=93 l0=179 | 0.5ms avg=0.5ms +B 900: pg=669 mem=418(h=418,m=0) io=79 l0=172 | 0.4ms avg=0.5ms +B1000: pg=685 mem=427(h=427,m=0) io=94 l0=164 | 0.5ms avg=0.5ms +B1100: pg=646 mem=386(h=386,m=0) io=101 l0=159 | 0.5ms avg=0.5ms +B1200: pg=664 mem=422(h=422,m=0) io=91 l0=151 | 0.5ms avg=0.5ms +B1300: pg=700 mem=432(h=432,m=0) io=92 l0=176 | 0.5ms avg=0.5ms +B1400: pg=749 mem=458(h=458,m=0) io=95 l0=196 | 0.5ms avg=0.5ms +B1500: pg=709 mem=440(h=440,m=0) io=83 l0=186 | 0.4ms avg=0.5ms +B1600: pg=690 mem=414(h=414,m=0) io=108 l0=168 | 0.6ms avg=0.5ms +B1700: pg=701 mem=440(h=440,m=0) io=77 l0=184 | 0.4ms avg=0.5ms +B1800: pg=673 mem=431(h=431,m=0) io=93 l0=149 | 0.5ms avg=0.4ms +B1900: pg=698 mem=445(h=445,m=0) io=72 l0=181 | 0.4ms avg=0.4ms +B2000: pg=706 mem=432(h=432,m=0) io=87 l0=187 | 0.4ms avg=0.4ms +B2100: pg=708 mem=437(h=437,m=0) io=90 l0=181 | 0.5ms avg=0.4ms +B2200: pg=751 mem=416(h=416,m=0) io=109 l0=226 | 0.6ms avg=0.4ms +B2300: pg=669 mem=438(h=438,m=0) io=70 l0=161 | 0.4ms avg=0.4ms +B2400: pg=702 mem=402(h=402,m=0) io=85 l0=215 | 0.4ms avg=0.4ms +B2500: pg=683 mem=414(h=414,m=0) io=111 l0=158 | 0.6ms avg=0.4ms +B2600: pg=737 mem=444(h=444,m=0) io=95 l0=198 | 0.5ms avg=0.4ms +B2700: pg=734 mem=472(h=472,m=0) io=77 l0=185 | 0.4ms avg=0.4ms +B2800: pg=739 mem=430(h=430,m=0) io=119 l0=190 | 0.6ms avg=0.4ms +B2900: pg=686 mem=421(h=421,m=0) io=90 l0=175 | 0.5ms avg=0.5ms +B3000: pg=689 mem=432(h=432,m=0) io=56 l0=201 | 0.3ms avg=0.5ms +B3100: pg=660 mem=403(h=403,m=0) io=90 l0=167 | 0.5ms avg=0.5ms +B3200: pg=753 mem=435(h=435,m=0) io=95 l0=223 | 0.5ms avg=0.5ms +B3300: pg=710 mem=439(h=439,m=0) io=102 l0=169 | 0.5ms avg=0.5ms +B3400: pg=711 mem=407(h=407,m=0) io=114 l0=190 | 0.6ms avg=0.5ms +B3500: pg=733 mem=439(h=439,m=0) io=107 l0=187 | 0.6ms avg=0.5ms +B3600: pg=693 mem=428(h=428,m=0) io=83 l0=182 | 0.4ms avg=0.5ms +B3700: pg=704 mem=410(h=410,m=0) io=89 l0=205 | 0.5ms avg=0.5ms +B3800: pg=741 mem=410(h=410,m=0) io=134 l0=197 | 0.7ms avg=0.5ms +B3900: pg=723 mem=430(h=430,m=0) io=103 l0=190 | 0.5ms avg=0.5ms +B4000: pg=695 mem=415(h=415,m=0) io=93 l0=187 | 0.5ms avg=0.5ms +B4100: pg=722 mem=407(h=407,m=0) io=119 l0=196 | 0.6ms avg=0.5ms +B4200: pg=753 mem=429(h=429,m=0) io=117 l0=207 | 0.6ms avg=0.5ms +B4300: pg=734 mem=433(h=433,m=0) io=98 l0=203 | 0.5ms avg=0.5ms +B4400: pg=702 mem=420(h=420,m=0) io=120 l0=162 | 0.6ms avg=0.5ms +B4500: pg=728 mem=445(h=445,m=0) io=109 l0=174 | 0.6ms avg=0.5ms +B4600: pg=721 mem=412(h=412,m=0) io=114 l0=195 | 0.6ms avg=0.5ms +B4700: pg=712 mem=393(h=393,m=0) io=92 l0=227 | 0.5ms avg=0.5ms +B4800: pg=730 mem=420(h=420,m=0) io=111 l0=199 | 0.6ms avg=0.5ms +B4900: pg=806 mem=421(h=421,m=0) io=144 l0=241 | 0.7ms avg=0.5ms +B5000: pg=719 mem=409(h=409,m=0) io=95 l0=215 | 0.5ms avg=0.5ms +B5100: pg=728 mem=409(h=409,m=0) io=127 l0=192 | 0.6ms avg=0.5ms +B5200: pg=709 mem=402(h=402,m=0) io=94 l0=213 | 0.5ms avg=0.5ms +B5300: pg=802 mem=423(h=423,m=0) io=137 l0=242 | 0.7ms avg=0.5ms +B5400: pg=718 mem=413(h=413,m=0) io=114 l0=191 | 0.6ms avg=0.5ms +B5500: pg=719 mem=410(h=410,m=0) io=100 l0=209 | 0.5ms avg=0.5ms +B5600: pg=699 mem=406(h=406,m=0) io=98 l0=195 | 0.5ms avg=0.5ms +B5700: pg=733 mem=422(h=422,m=0) io=89 l0=222 | 0.5ms avg=0.5ms +B5800: pg=740 mem=447(h=447,m=0) io=117 l0=176 | 0.6ms avg=0.5ms +B5900: pg=748 mem=405(h=405,m=0) io=127 l0=216 | 0.6ms avg=0.5ms +B6000: pg=709 mem=403(h=403,m=0) io=103 l0=203 | 0.5ms avg=0.5ms +B6100: pg=780 mem=425(h=425,m=0) io=142 l0=213 | 0.7ms avg=0.5ms +B6200: pg=805 mem=427(h=427,m=0) io=157 l0=221 | 0.8ms avg=0.5ms +B6300: pg=711 mem=401(h=401,m=0) io=104 l0=206 | 0.5ms avg=0.5ms +B6400: pg=725 mem=418(h=418,m=0) io=110 l0=197 | 0.6ms avg=0.5ms +B6500: pg=727 mem=413(h=413,m=0) io=124 l0=190 | 0.6ms avg=0.5ms +B6600: pg=730 mem=396(h=396,m=0) io=129 l0=205 | 0.7ms avg=0.5ms +B6700: pg=778 mem=418(h=418,m=0) io=135 l0=225 | 0.7ms avg=0.5ms +B6800: pg=757 mem=391(h=391,m=0) io=167 l0=199 | 0.8ms avg=0.5ms +B6900: pg=760 mem=401(h=401,m=0) io=140 l0=219 | 0.7ms avg=0.5ms +B7000: pg=752 mem=421(h=421,m=0) io=128 l0=203 | 0.6ms avg=0.5ms +B7100: pg=736 mem=409(h=409,m=0) io=113 l0=214 | 0.6ms avg=0.5ms +B7200: pg=734 mem=401(h=401,m=0) io=100 l0=233 | 0.5ms avg=0.5ms +B7300: pg=734 mem=410(h=410,m=0) io=123 l0=201 | 0.6ms avg=0.5ms +B7400: pg=759 mem=405(h=405,m=0) io=137 l0=217 | 0.7ms avg=0.5ms +B7500: pg=698 mem=401(h=401,m=0) io=80 l0=217 | 0.4ms avg=0.5ms +B7600: pg=701 mem=397(h=397,m=0) io=117 l0=187 | 0.6ms avg=0.5ms +B7700: pg=773 mem=407(h=407,m=0) io=128 l0=238 | 0.6ms avg=0.5ms +B7800: pg=673 mem=383(h=383,m=0) io=93 l0=197 | 0.5ms avg=0.5ms +B7900: pg=760 mem=386(h=386,m=0) io=145 l0=229 | 0.8ms avg=0.5ms +B8000: pg=764 mem=390(h=390,m=0) io=143 l0=231 | 0.7ms avg=0.5ms +B8100: pg=717 mem=388(h=388,m=0) io=139 l0=190 | 0.7ms avg=0.5ms +B8200: pg=763 mem=401(h=401,m=0) io=143 l0=219 | 0.7ms avg=0.5ms +B8300: pg=781 mem=395(h=395,m=0) io=170 l0=216 | 0.9ms avg=0.5ms +B8400: pg=734 mem=436(h=436,m=0) io=87 l0=211 | 0.4ms avg=0.5ms +B8500: pg=771 mem=419(h=419,m=0) io=144 l0=208 | 0.7ms avg=0.5ms +B8600: pg=759 mem=396(h=396,m=0) io=136 l0=227 | 0.7ms avg=0.5ms +B8700: pg=697 mem=392(h=392,m=0) io=98 l0=207 | 0.5ms avg=0.5ms +B8800: pg=722 mem=368(h=368,m=0) io=162 l0=192 | 0.8ms avg=0.5ms +B8900: pg=704 mem=383(h=383,m=0) io=114 l0=207 | 0.6ms avg=0.5ms +B9000: pg=690 mem=382(h=382,m=0) io=103 l0=205 | 0.5ms avg=0.5ms +B9100: pg=756 mem=419(h=419,m=0) io=121 l0=216 | 0.6ms avg=0.5ms +B9200: pg=769 mem=391(h=391,m=0) io=126 l0=252 | 0.6ms avg=0.5ms +B9300: pg=741 mem=400(h=400,m=0) io=112 l0=229 | 0.6ms avg=0.5ms +B9400: pg=767 mem=384(h=384,m=0) io=135 l0=248 | 0.7ms avg=0.6ms +B9500: pg=718 mem=369(h=369,m=0) io=118 l0=231 | 0.6ms avg=0.6ms +B9600: pg=760 mem=413(h=413,m=0) io=142 l0=205 | 0.7ms avg=0.6ms +B9700: pg=770 mem=409(h=409,m=0) io=130 l0=231 | 0.7ms avg=0.6ms +B9800: pg=761 mem=397(h=397,m=0) io=153 l0=211 | 0.8ms avg=0.6ms +B9900: pg=718 mem=378(h=378,m=0) io=113 l0=227 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5581 ms/batch +MEM: 4134136 (hit=4133257 miss=879 rate=100.0%) +IO: 1068349 | L0: 1950807 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run2.log b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..6fe1de63d47d8fbec1392401b80c95621d0ac216 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=460(h=460,m=0) io=75 l0=169 | 0.4ms avg=0.7ms +B 200: pg=668 mem=443(h=443,m=0) io=66 l0=159 | 0.4ms avg=0.5ms +B 300: pg=729 mem=459(h=459,m=0) io=97 l0=173 | 0.5ms avg=0.5ms +B 400: pg=706 mem=438(h=438,m=0) io=80 l0=188 | 0.4ms avg=0.5ms +B 500: pg=751 mem=455(h=455,m=0) io=105 l0=191 | 0.6ms avg=0.4ms +B 600: pg=700 mem=441(h=441,m=0) io=97 l0=162 | 0.5ms avg=0.4ms +B 700: pg=713 mem=414(h=414,m=0) io=103 l0=196 | 0.5ms avg=0.4ms +B 800: pg=679 mem=401(h=401,m=0) io=89 l0=189 | 0.5ms avg=0.4ms +B 900: pg=669 mem=414(h=414,m=0) io=81 l0=174 | 0.4ms avg=0.4ms +B1000: pg=685 mem=430(h=430,m=0) io=95 l0=160 | 0.5ms avg=0.4ms +B1100: pg=646 mem=380(h=380,m=0) io=106 l0=160 | 0.6ms avg=0.4ms +B1200: pg=664 mem=417(h=417,m=0) io=91 l0=156 | 0.5ms avg=0.4ms +B1300: pg=700 mem=433(h=433,m=0) io=92 l0=175 | 0.5ms avg=0.4ms +B1400: pg=749 mem=457(h=457,m=0) io=105 l0=187 | 0.6ms avg=0.4ms +B1500: pg=709 mem=437(h=437,m=0) io=87 l0=185 | 0.4ms avg=0.4ms +B1600: pg=690 mem=413(h=413,m=0) io=108 l0=169 | 0.6ms avg=0.4ms +B1700: pg=701 mem=438(h=438,m=0) io=77 l0=186 | 0.4ms avg=0.4ms +B1800: pg=673 mem=428(h=428,m=0) io=89 l0=156 | 0.5ms avg=0.4ms +B1900: pg=698 mem=437(h=437,m=0) io=70 l0=191 | 0.4ms avg=0.4ms +B2000: pg=706 mem=420(h=420,m=0) io=87 l0=199 | 0.4ms avg=0.4ms +B2100: pg=708 mem=427(h=427,m=0) io=89 l0=192 | 0.5ms avg=0.4ms +B2200: pg=751 mem=409(h=409,m=0) io=105 l0=237 | 0.6ms avg=0.4ms +B2300: pg=669 mem=427(h=427,m=0) io=66 l0=176 | 0.4ms avg=0.4ms +B2400: pg=702 mem=393(h=393,m=0) io=80 l0=229 | 0.4ms avg=0.4ms +B2500: pg=683 mem=404(h=404,m=0) io=106 l0=173 | 0.6ms avg=0.4ms +B2600: pg=737 mem=433(h=433,m=0) io=97 l0=207 | 0.5ms avg=0.4ms +B2700: pg=734 mem=462(h=462,m=0) io=78 l0=194 | 0.4ms avg=0.4ms +B2800: pg=739 mem=417(h=417,m=0) io=115 l0=207 | 0.6ms avg=0.4ms +B2900: pg=686 mem=408(h=408,m=0) io=88 l0=190 | 0.4ms avg=0.4ms +B3000: pg=689 mem=427(h=427,m=0) io=52 l0=210 | 0.3ms avg=0.4ms +B3100: pg=660 mem=387(h=387,m=0) io=90 l0=183 | 0.5ms avg=0.4ms +B3200: pg=753 mem=430(h=430,m=0) io=95 l0=228 | 0.5ms avg=0.4ms +B3300: pg=710 mem=422(h=422,m=0) io=103 l0=185 | 0.5ms avg=0.4ms +B3400: pg=711 mem=400(h=400,m=0) io=115 l0=196 | 0.6ms avg=0.4ms +B3500: pg=733 mem=434(h=434,m=0) io=106 l0=193 | 0.6ms avg=0.4ms +B3600: pg=693 mem=420(h=420,m=0) io=76 l0=197 | 0.4ms avg=0.5ms +B3700: pg=704 mem=398(h=398,m=0) io=87 l0=219 | 0.4ms avg=0.5ms +B3800: pg=741 mem=405(h=405,m=0) io=128 l0=208 | 0.6ms avg=0.5ms +B3900: pg=723 mem=426(h=426,m=0) io=104 l0=193 | 0.5ms avg=0.5ms +B4000: pg=695 mem=410(h=410,m=0) io=94 l0=191 | 0.5ms avg=0.5ms +B4100: pg=722 mem=404(h=404,m=0) io=121 l0=197 | 0.6ms avg=0.5ms +B4200: pg=753 mem=408(h=408,m=0) io=112 l0=233 | 0.6ms avg=0.5ms +B4300: pg=734 mem=431(h=431,m=0) io=102 l0=201 | 0.5ms avg=0.5ms +B4400: pg=702 mem=408(h=408,m=0) io=127 l0=167 | 0.6ms avg=0.5ms +B4500: pg=728 mem=431(h=431,m=0) io=102 l0=195 | 0.5ms avg=0.5ms +B4600: pg=721 mem=410(h=410,m=0) io=116 l0=195 | 0.6ms avg=0.5ms +B4700: pg=712 mem=387(h=387,m=0) io=100 l0=225 | 0.5ms avg=0.5ms +B4800: pg=730 mem=406(h=406,m=0) io=113 l0=211 | 0.6ms avg=0.5ms +B4900: pg=806 mem=413(h=413,m=0) io=137 l0=256 | 0.7ms avg=0.5ms +B5000: pg=719 mem=404(h=404,m=0) io=96 l0=219 | 0.5ms avg=0.5ms +B5100: pg=728 mem=394(h=394,m=0) io=135 l0=199 | 0.7ms avg=0.5ms +B5200: pg=709 mem=390(h=390,m=0) io=94 l0=225 | 0.5ms avg=0.5ms +B5300: pg=802 mem=407(h=407,m=0) io=138 l0=257 | 0.7ms avg=0.5ms +B5400: pg=718 mem=394(h=394,m=0) io=105 l0=219 | 0.6ms avg=0.5ms +B5500: pg=719 mem=393(h=393,m=0) io=105 l0=221 | 0.6ms avg=0.5ms +B5600: pg=699 mem=382(h=381,m=1) io=97 l0=220 | 0.5ms avg=0.5ms +B5700: pg=733 mem=400(h=400,m=0) io=98 l0=235 | 0.5ms avg=0.5ms +B5800: pg=740 mem=430(h=430,m=0) io=114 l0=196 | 0.6ms avg=0.5ms +B5900: pg=748 mem=377(h=377,m=0) io=128 l0=243 | 0.6ms avg=0.5ms +B6000: pg=709 mem=386(h=386,m=0) io=96 l0=227 | 0.5ms avg=0.5ms +B6100: pg=780 mem=405(h=405,m=0) io=141 l0=234 | 0.7ms avg=0.5ms +B6200: pg=805 mem=408(h=408,m=0) io=155 l0=242 | 0.8ms avg=0.5ms +B6300: pg=711 mem=382(h=382,m=0) io=104 l0=225 | 0.5ms avg=0.5ms +B6400: pg=725 mem=399(h=399,m=0) io=115 l0=211 | 0.6ms avg=0.5ms +B6500: pg=727 mem=389(h=389,m=0) io=126 l0=212 | 0.6ms avg=0.5ms +B6600: pg=730 mem=383(h=383,m=0) io=129 l0=218 | 0.7ms avg=0.5ms +B6700: pg=778 mem=396(h=396,m=0) io=139 l0=243 | 0.7ms avg=0.5ms +B6800: pg=757 mem=366(h=366,m=0) io=165 l0=226 | 0.8ms avg=0.5ms +B6900: pg=760 mem=379(h=379,m=0) io=142 l0=239 | 0.7ms avg=0.5ms +B7000: pg=752 mem=405(h=405,m=0) io=128 l0=219 | 0.6ms avg=0.5ms +B7100: pg=736 mem=391(h=391,m=0) io=115 l0=230 | 0.6ms avg=0.5ms +B7200: pg=734 mem=386(h=386,m=0) io=109 l0=239 | 0.6ms avg=0.5ms +B7300: pg=734 mem=387(h=387,m=0) io=121 l0=226 | 0.6ms avg=0.5ms +B7400: pg=759 mem=394(h=394,m=0) io=134 l0=231 | 0.7ms avg=0.5ms +B7500: pg=698 mem=384(h=384,m=0) io=78 l0=236 | 0.4ms avg=0.5ms +B7600: pg=701 mem=373(h=373,m=0) io=118 l0=210 | 0.6ms avg=0.5ms +B7700: pg=773 mem=390(h=390,m=0) io=130 l0=253 | 0.7ms avg=0.5ms +B7800: pg=673 mem=370(h=370,m=0) io=88 l0=215 | 0.4ms avg=0.5ms +B7900: pg=760 mem=373(h=373,m=0) io=144 l0=243 | 0.7ms avg=0.5ms +B8000: pg=764 mem=371(h=371,m=0) io=143 l0=250 | 0.7ms avg=0.5ms +B8100: pg=717 mem=368(h=368,m=0) io=141 l0=208 | 0.7ms avg=0.5ms +B8200: pg=763 mem=380(h=380,m=0) io=145 l0=238 | 0.8ms avg=0.5ms +B8300: pg=781 mem=384(h=384,m=0) io=172 l0=225 | 0.9ms avg=0.5ms +B8400: pg=734 mem=411(h=411,m=0) io=88 l0=235 | 0.4ms avg=0.5ms +B8500: pg=771 mem=401(h=401,m=0) io=143 l0=227 | 0.7ms avg=0.5ms +B8600: pg=759 mem=377(h=377,m=0) io=133 l0=249 | 0.7ms avg=0.5ms +B8700: pg=697 mem=376(h=376,m=0) io=100 l0=221 | 0.5ms avg=0.5ms +B8800: pg=722 mem=345(h=345,m=0) io=163 l0=214 | 0.8ms avg=0.5ms +B8900: pg=704 mem=361(h=361,m=0) io=116 l0=227 | 0.6ms avg=0.5ms +B9000: pg=690 mem=367(h=367,m=0) io=98 l0=225 | 0.5ms avg=0.5ms +B9100: pg=756 mem=399(h=399,m=0) io=123 l0=234 | 0.6ms avg=0.5ms +B9200: pg=769 mem=377(h=377,m=0) io=130 l0=262 | 0.7ms avg=0.5ms +B9300: pg=741 mem=376(h=376,m=0) io=115 l0=250 | 0.6ms avg=0.5ms +B9400: pg=767 mem=364(h=364,m=0) io=135 l0=268 | 0.7ms avg=0.5ms +B9500: pg=718 mem=346(h=346,m=0) io=115 l0=257 | 0.6ms avg=0.5ms +B9600: pg=760 mem=392(h=392,m=0) io=140 l0=228 | 0.7ms avg=0.6ms +B9700: pg=770 mem=386(h=386,m=0) io=130 l0=254 | 0.7ms avg=0.6ms +B9800: pg=761 mem=377(h=377,m=0) io=162 l0=222 | 0.8ms avg=0.6ms +B9900: pg=718 mem=356(h=356,m=0) io=116 l0=246 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5560 ms/batch +MEM: 4007088 (hit=4006417 miss=671 rate=100.0%) +IO: 1068656 | L0: 2077548 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run3.log b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..b430343b2973e74cb34b9f7419a3fb5b45f10a44 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w50/criteo_kaggle_a0.30_w50_20260501_022839_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=448(h=448,m=0) io=75 l0=181 | 0.4ms avg=0.8ms +B 200: pg=668 mem=436(h=436,m=0) io=63 l0=169 | 0.3ms avg=0.6ms +B 300: pg=729 mem=449(h=449,m=0) io=96 l0=184 | 0.5ms avg=0.5ms +B 400: pg=706 mem=428(h=428,m=0) io=78 l0=200 | 0.4ms avg=0.5ms +B 500: pg=751 mem=447(h=447,m=0) io=100 l0=204 | 0.5ms avg=0.5ms +B 600: pg=700 mem=432(h=432,m=0) io=98 l0=170 | 0.5ms avg=0.5ms +B 700: pg=713 mem=407(h=407,m=0) io=104 l0=202 | 0.5ms avg=0.5ms +B 800: pg=679 mem=387(h=387,m=0) io=89 l0=203 | 0.5ms avg=0.5ms +B 900: pg=669 mem=405(h=405,m=0) io=82 l0=182 | 0.4ms avg=0.5ms +B1000: pg=685 mem=424(h=424,m=0) io=94 l0=167 | 0.5ms avg=0.5ms +B1100: pg=646 mem=377(h=377,m=0) io=104 l0=165 | 0.5ms avg=0.5ms +B1200: pg=664 mem=408(h=408,m=0) io=93 l0=163 | 0.5ms avg=0.5ms +B1300: pg=700 mem=420(h=420,m=0) io=89 l0=191 | 0.5ms avg=0.5ms +B1400: pg=749 mem=437(h=437,m=0) io=101 l0=211 | 0.5ms avg=0.5ms +B1500: pg=709 mem=426(h=426,m=0) io=86 l0=197 | 0.4ms avg=0.5ms +B1600: pg=690 mem=399(h=399,m=0) io=111 l0=180 | 0.6ms avg=0.4ms +B1700: pg=701 mem=426(h=426,m=0) io=75 l0=200 | 0.4ms avg=0.4ms +B1800: pg=673 mem=419(h=419,m=0) io=94 l0=160 | 0.5ms avg=0.4ms +B1900: pg=698 mem=434(h=434,m=0) io=73 l0=191 | 0.4ms avg=0.4ms +B2000: pg=706 mem=409(h=409,m=0) io=82 l0=215 | 0.4ms avg=0.4ms +B2100: pg=708 mem=413(h=413,m=0) io=92 l0=203 | 0.5ms avg=0.4ms +B2200: pg=751 mem=408(h=408,m=0) io=105 l0=238 | 0.6ms avg=0.4ms +B2300: pg=669 mem=421(h=421,m=0) io=74 l0=174 | 0.4ms avg=0.4ms +B2400: pg=702 mem=380(h=380,m=0) io=82 l0=240 | 0.4ms avg=0.4ms +B2500: pg=683 mem=391(h=391,m=0) io=103 l0=189 | 0.5ms avg=0.4ms +B2600: pg=737 mem=425(h=425,m=0) io=94 l0=218 | 0.5ms avg=0.4ms +B2700: pg=734 mem=442(h=442,m=0) io=78 l0=214 | 0.4ms avg=0.4ms +B2800: pg=739 mem=398(h=398,m=0) io=111 l0=230 | 0.6ms avg=0.4ms +B2900: pg=686 mem=393(h=393,m=0) io=90 l0=203 | 0.5ms avg=0.5ms +B3000: pg=689 mem=413(h=413,m=0) io=53 l0=223 | 0.3ms avg=0.5ms +B3100: pg=660 mem=378(h=378,m=0) io=90 l0=192 | 0.5ms avg=0.5ms +B3200: pg=753 mem=415(h=415,m=0) io=97 l0=241 | 0.5ms avg=0.5ms +B3300: pg=710 mem=413(h=413,m=0) io=104 l0=193 | 0.5ms avg=0.5ms +B3400: pg=711 mem=384(h=384,m=0) io=116 l0=211 | 0.6ms avg=0.5ms +B3500: pg=733 mem=419(h=419,m=0) io=109 l0=205 | 0.6ms avg=0.5ms +B3600: pg=693 mem=409(h=409,m=0) io=83 l0=201 | 0.4ms avg=0.5ms +B3700: pg=704 mem=393(h=393,m=0) io=86 l0=225 | 0.4ms avg=0.5ms +B3800: pg=741 mem=387(h=387,m=0) io=131 l0=223 | 0.7ms avg=0.5ms +B3900: pg=723 mem=413(h=413,m=0) io=103 l0=207 | 0.5ms avg=0.5ms +B4000: pg=695 mem=392(h=392,m=0) io=96 l0=207 | 0.5ms avg=0.5ms +B4100: pg=722 mem=397(h=397,m=0) io=124 l0=201 | 0.6ms avg=0.5ms +B4200: pg=753 mem=408(h=408,m=0) io=118 l0=227 | 0.6ms avg=0.5ms +B4300: pg=734 mem=419(h=419,m=0) io=110 l0=205 | 0.6ms avg=0.5ms +B4400: pg=702 mem=394(h=394,m=0) io=122 l0=186 | 0.6ms avg=0.5ms +B4500: pg=728 mem=422(h=422,m=0) io=103 l0=203 | 0.5ms avg=0.5ms +B4600: pg=721 mem=393(h=393,m=0) io=112 l0=216 | 0.6ms avg=0.5ms +B4700: pg=712 mem=377(h=377,m=0) io=98 l0=237 | 0.5ms avg=0.5ms +B4800: pg=730 mem=388(h=388,m=0) io=112 l0=230 | 0.6ms avg=0.5ms +B4900: pg=806 mem=402(h=402,m=0) io=142 l0=262 | 0.7ms avg=0.5ms +B5000: pg=719 mem=396(h=396,m=0) io=98 l0=225 | 0.5ms avg=0.5ms +B5100: pg=728 mem=379(h=379,m=0) io=126 l0=223 | 0.6ms avg=0.5ms +B5200: pg=709 mem=383(h=383,m=0) io=101 l0=225 | 0.5ms avg=0.5ms +B5300: pg=802 mem=402(h=402,m=0) io=139 l0=261 | 0.7ms avg=0.5ms +B5400: pg=718 mem=397(h=397,m=0) io=106 l0=215 | 0.6ms avg=0.5ms +B5500: pg=719 mem=393(h=393,m=0) io=106 l0=220 | 0.6ms avg=0.5ms +B5600: pg=699 mem=390(h=390,m=0) io=106 l0=203 | 0.6ms avg=0.5ms +B5700: pg=733 mem=399(h=399,m=0) io=92 l0=242 | 0.5ms avg=0.5ms +B5800: pg=740 mem=417(h=417,m=0) io=117 l0=206 | 0.6ms avg=0.5ms +B5900: pg=748 mem=379(h=379,m=0) io=128 l0=241 | 0.6ms avg=0.5ms +B6000: pg=709 mem=378(h=378,m=0) io=105 l0=226 | 0.6ms avg=0.5ms +B6100: pg=780 mem=394(h=394,m=0) io=143 l0=243 | 0.7ms avg=0.5ms +B6200: pg=805 mem=393(h=393,m=0) io=156 l0=256 | 0.8ms avg=0.5ms +B6300: pg=711 mem=368(h=368,m=0) io=107 l0=236 | 0.6ms avg=0.5ms +B6400: pg=725 mem=390(h=390,m=0) io=112 l0=223 | 0.6ms avg=0.5ms +B6500: pg=727 mem=378(h=378,m=0) io=126 l0=223 | 0.6ms avg=0.5ms +B6600: pg=730 mem=368(h=368,m=0) io=137 l0=225 | 0.7ms avg=0.5ms +B6700: pg=778 mem=389(h=389,m=0) io=141 l0=248 | 0.7ms avg=0.5ms +B6800: pg=757 mem=356(h=356,m=0) io=167 l0=234 | 0.8ms avg=0.5ms +B6900: pg=760 mem=365(h=365,m=0) io=149 l0=246 | 0.8ms avg=0.5ms +B7000: pg=752 mem=391(h=391,m=0) io=131 l0=230 | 0.7ms avg=0.5ms +B7100: pg=736 mem=380(h=380,m=0) io=117 l0=239 | 0.6ms avg=0.5ms +B7200: pg=734 mem=374(h=374,m=0) io=103 l0=257 | 0.5ms avg=0.5ms +B7300: pg=734 mem=369(h=369,m=0) io=120 l0=245 | 0.6ms avg=0.5ms +B7400: pg=759 mem=372(h=372,m=0) io=138 l0=249 | 0.7ms avg=0.5ms +B7500: pg=698 mem=378(h=378,m=0) io=82 l0=238 | 0.4ms avg=0.5ms +B7600: pg=701 mem=370(h=370,m=0) io=117 l0=214 | 0.6ms avg=0.5ms +B7700: pg=773 mem=372(h=372,m=0) io=131 l0=270 | 0.7ms avg=0.5ms +B7800: pg=673 mem=361(h=361,m=0) io=94 l0=218 | 0.5ms avg=0.5ms +B7900: pg=760 mem=350(h=350,m=0) io=144 l0=266 | 0.7ms avg=0.5ms +B8000: pg=764 mem=350(h=350,m=0) io=142 l0=272 | 0.7ms avg=0.5ms +B8100: pg=717 mem=342(h=342,m=0) io=140 l0=235 | 0.7ms avg=0.5ms +B8200: pg=763 mem=363(h=363,m=0) io=140 l0=260 | 0.7ms avg=0.5ms +B8300: pg=781 mem=360(h=360,m=0) io=167 l0=254 | 0.8ms avg=0.5ms +B8400: pg=734 mem=391(h=391,m=0) io=87 l0=256 | 0.4ms avg=0.5ms +B8500: pg=771 mem=391(h=391,m=0) io=147 l0=233 | 0.8ms avg=0.5ms +B8600: pg=759 mem=363(h=363,m=0) io=130 l0=266 | 0.7ms avg=0.5ms +B8700: pg=697 mem=358(h=358,m=0) io=101 l0=238 | 0.5ms avg=0.5ms +B8800: pg=722 mem=340(h=340,m=0) io=166 l0=216 | 0.8ms avg=0.5ms +B8900: pg=704 mem=350(h=350,m=0) io=112 l0=242 | 0.6ms avg=0.5ms +B9000: pg=690 mem=350(h=350,m=0) io=98 l0=242 | 0.5ms avg=0.5ms +B9100: pg=756 mem=378(h=378,m=0) io=123 l0=255 | 0.6ms avg=0.5ms +B9200: pg=769 mem=363(h=363,m=0) io=132 l0=274 | 0.7ms avg=0.6ms +B9300: pg=741 mem=354(h=354,m=0) io=109 l0=278 | 0.6ms avg=0.6ms +B9400: pg=767 mem=358(h=358,m=0) io=140 l0=269 | 0.7ms avg=0.6ms +B9500: pg=718 mem=338(h=338,m=0) io=117 l0=263 | 0.6ms avg=0.6ms +B9600: pg=760 mem=383(h=383,m=0) io=140 l0=237 | 0.7ms avg=0.6ms +B9700: pg=770 mem=378(h=378,m=0) io=138 l0=254 | 0.7ms avg=0.6ms +B9800: pg=761 mem=359(h=359,m=0) io=154 l0=248 | 0.8ms avg=0.6ms +B9900: pg=718 mem=339(h=339,m=0) io=113 l0=266 | 0.6ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5610 ms/batch +MEM: 3897946 (hit=3896851 miss=1095 rate=100.0%) +IO: 1076346 | L0: 2179000 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943.csv b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943.csv new file mode 100644 index 0000000000000000000000000000000000000000..6293fd3473972d002e77c372c2056bbdd4f356de --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.4868,99.8,5404264,764604,984424,10000,0.30,500,252,6451 +2,0.4917,99.8,5373943,764413,1014936,10000,0.30,500,252,6451 +3,0.4911,99.8,5466728,763753,922811,10000,0.30,500,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run1.log b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..2d4d4fabc9867a0b0aec987152bc661a37e1cc85 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.7ms avg=1.2ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.3ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.5ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.6ms +B 500: pg=751 mem=621(h=617,m=4) io=130 l0=0 | 0.7ms avg=1.8ms +B 600: pg=700 mem=564(h=564,m=0) io=73 l0=63 | 0.4ms avg=1.5ms +B 700: pg=713 mem=546(h=546,m=0) io=75 l0=92 | 0.4ms avg=1.4ms +B 800: pg=679 mem=542(h=541,m=1) io=69 l0=68 | 0.4ms avg=1.2ms +B 900: pg=669 mem=540(h=540,m=0) io=53 l0=76 | 0.3ms avg=1.1ms +B1000: pg=685 mem=542(h=542,m=0) io=72 l0=71 | 0.4ms avg=1.0ms +B1100: pg=646 mem=498(h=498,m=0) io=68 l0=80 | 0.4ms avg=1.0ms +B1200: pg=664 mem=538(h=538,m=0) io=69 l0=57 | 0.4ms avg=0.9ms +B1300: pg=700 mem=569(h=569,m=0) io=68 l0=63 | 0.4ms avg=0.9ms +B1400: pg=749 mem=588(h=588,m=0) io=71 l0=90 | 0.4ms avg=0.8ms +B1500: pg=709 mem=578(h=578,m=0) io=66 l0=65 | 0.4ms avg=0.8ms +B1600: pg=690 mem=530(h=530,m=0) io=83 l0=77 | 0.4ms avg=0.8ms +B1700: pg=701 mem=567(h=567,m=0) io=45 l0=89 | 0.2ms avg=0.7ms +B1800: pg=673 mem=544(h=544,m=0) io=56 l0=73 | 0.3ms avg=0.7ms +B1900: pg=698 mem=567(h=567,m=0) io=53 l0=78 | 0.3ms avg=0.7ms +B2000: pg=706 mem=548(h=548,m=0) io=61 l0=97 | 0.3ms avg=0.7ms +B2100: pg=708 mem=575(h=575,m=0) io=68 l0=65 | 0.4ms avg=0.7ms +B2200: pg=751 mem=577(h=577,m=0) io=84 l0=90 | 0.4ms avg=0.6ms +B2300: pg=669 mem=548(h=548,m=0) io=52 l0=69 | 0.3ms avg=0.6ms +B2400: pg=702 mem=541(h=541,m=0) io=60 l0=101 | 0.3ms avg=0.6ms +B2500: pg=683 mem=528(h=528,m=0) io=78 l0=77 | 0.4ms avg=0.6ms +B2600: pg=737 mem=583(h=583,m=0) io=67 l0=87 | 0.4ms avg=0.6ms +B2700: pg=734 mem=594(h=594,m=0) io=57 l0=83 | 0.3ms avg=0.6ms +B2800: pg=739 mem=589(h=589,m=0) io=72 l0=78 | 0.4ms avg=0.6ms +B2900: pg=686 mem=551(h=551,m=0) io=50 l0=85 | 0.3ms avg=0.6ms +B3000: pg=689 mem=562(h=562,m=0) io=40 l0=87 | 0.2ms avg=0.6ms +B3100: pg=660 mem=502(h=502,m=0) io=69 l0=89 | 0.4ms avg=0.5ms +B3200: pg=753 mem=591(h=591,m=0) io=78 l0=84 | 0.4ms avg=0.5ms +B3300: pg=710 mem=557(h=557,m=0) io=70 l0=83 | 0.4ms avg=0.5ms +B3400: pg=711 mem=526(h=526,m=0) io=86 l0=99 | 0.4ms avg=0.5ms +B3500: pg=733 mem=569(h=569,m=0) io=77 l0=87 | 0.4ms avg=0.5ms +B3600: pg=693 mem=534(h=534,m=0) io=54 l0=105 | 0.3ms avg=0.5ms +B3700: pg=704 mem=552(h=552,m=0) io=71 l0=81 | 0.4ms avg=0.5ms +B3800: pg=741 mem=549(h=549,m=0) io=105 l0=87 | 0.6ms avg=0.5ms +B3900: pg=723 mem=563(h=563,m=0) io=69 l0=91 | 0.4ms avg=0.5ms +B4000: pg=695 mem=525(h=525,m=0) io=69 l0=101 | 0.4ms avg=0.5ms +B4100: pg=722 mem=541(h=541,m=0) io=95 l0=86 | 0.5ms avg=0.5ms +B4200: pg=753 mem=570(h=570,m=0) io=83 l0=100 | 0.4ms avg=0.5ms +B4300: pg=734 mem=559(h=559,m=0) io=81 l0=94 | 0.4ms avg=0.5ms +B4400: pg=702 mem=529(h=529,m=0) io=83 l0=90 | 0.4ms avg=0.5ms +B4500: pg=728 mem=558(h=558,m=0) io=79 l0=91 | 0.4ms avg=0.5ms +B4600: pg=721 mem=528(h=528,m=0) io=89 l0=104 | 0.5ms avg=0.5ms +B4700: pg=712 mem=540(h=540,m=0) io=67 l0=105 | 0.4ms avg=0.5ms +B4800: pg=730 mem=548(h=548,m=0) io=86 l0=96 | 0.4ms avg=0.5ms +B4900: pg=806 mem=586(h=586,m=0) io=107 l0=113 | 0.6ms avg=0.5ms +B5000: pg=719 mem=563(h=563,m=0) io=58 l0=98 | 0.3ms avg=0.5ms +B5100: pg=728 mem=539(h=539,m=0) io=84 l0=105 | 0.4ms avg=0.5ms +B5200: pg=709 mem=529(h=529,m=0) io=70 l0=110 | 0.4ms avg=0.5ms +B5300: pg=802 mem=572(h=572,m=0) io=104 l0=126 | 0.5ms avg=0.5ms +B5400: pg=718 mem=520(h=520,m=0) io=85 l0=113 | 0.4ms avg=0.5ms +B5500: pg=719 mem=550(h=550,m=0) io=68 l0=101 | 0.4ms avg=0.5ms +B5600: pg=699 mem=525(h=525,m=0) io=68 l0=106 | 0.4ms avg=0.5ms +B5700: pg=733 mem=548(h=548,m=0) io=70 l0=115 | 0.4ms avg=0.5ms +B5800: pg=740 mem=543(h=543,m=0) io=80 l0=117 | 0.4ms avg=0.5ms +B5900: pg=748 mem=534(h=534,m=0) io=98 l0=116 | 0.5ms avg=0.5ms +B6000: pg=709 mem=534(h=534,m=0) io=76 l0=99 | 0.4ms avg=0.5ms +B6100: pg=780 mem=560(h=559,m=1) io=104 l0=116 | 0.5ms avg=0.5ms +B6200: pg=805 mem=570(h=570,m=0) io=122 l0=113 | 0.6ms avg=0.5ms +B6300: pg=711 mem=519(h=519,m=0) io=82 l0=110 | 0.4ms avg=0.5ms +B6400: pg=725 mem=548(h=548,m=0) io=78 l0=99 | 0.4ms avg=0.5ms +B6500: pg=727 mem=519(h=519,m=0) io=100 l0=108 | 0.5ms avg=0.5ms +B6600: pg=730 mem=527(h=527,m=0) io=84 l0=119 | 0.4ms avg=0.5ms +B6700: pg=778 mem=537(h=537,m=0) io=113 l0=128 | 0.6ms avg=0.5ms +B6800: pg=757 mem=500(h=500,m=0) io=136 l0=121 | 0.7ms avg=0.5ms +B6900: pg=760 mem=518(h=518,m=0) io=118 l0=124 | 0.6ms avg=0.5ms +B7000: pg=752 mem=526(h=526,m=0) io=102 l0=124 | 0.5ms avg=0.5ms +B7100: pg=736 mem=514(h=514,m=0) io=91 l0=131 | 0.5ms avg=0.5ms +B7200: pg=734 mem=528(h=528,m=0) io=83 l0=123 | 0.4ms avg=0.5ms +B7300: pg=734 mem=531(h=531,m=0) io=89 l0=114 | 0.5ms avg=0.5ms +B7400: pg=759 mem=530(h=530,m=0) io=106 l0=123 | 0.6ms avg=0.5ms +B7500: pg=698 mem=519(h=519,m=0) io=56 l0=123 | 0.3ms avg=0.5ms +B7600: pg=701 mem=513(h=513,m=0) io=74 l0=114 | 0.4ms avg=0.5ms +B7700: pg=773 mem=555(h=555,m=0) io=88 l0=130 | 0.4ms avg=0.5ms +B7800: pg=673 mem=466(h=466,m=0) io=68 l0=139 | 0.4ms avg=0.5ms +B7900: pg=760 mem=521(h=521,m=0) io=107 l0=132 | 0.6ms avg=0.5ms +B8000: pg=764 mem=537(h=537,m=0) io=104 l0=123 | 0.5ms avg=0.5ms +B8100: pg=717 mem=476(h=476,m=0) io=109 l0=132 | 0.6ms avg=0.5ms +B8200: pg=763 mem=515(h=515,m=0) io=116 l0=132 | 0.6ms avg=0.5ms +B8300: pg=781 mem=527(h=527,m=0) io=137 l0=117 | 0.7ms avg=0.5ms +B8400: pg=734 mem=532(h=532,m=0) io=72 l0=130 | 0.4ms avg=0.5ms +B8500: pg=771 mem=529(h=529,m=0) io=121 l0=121 | 0.6ms avg=0.5ms +B8600: pg=759 mem=532(h=532,m=0) io=102 l0=125 | 0.5ms avg=0.5ms +B8700: pg=697 mem=505(h=505,m=0) io=69 l0=123 | 0.4ms avg=0.5ms +B8800: pg=722 mem=467(h=467,m=0) io=128 l0=127 | 0.6ms avg=0.5ms +B8900: pg=704 mem=499(h=499,m=0) io=83 l0=122 | 0.4ms avg=0.5ms +B9000: pg=690 mem=488(h=488,m=0) io=66 l0=136 | 0.4ms avg=0.5ms +B9100: pg=756 mem=520(h=520,m=0) io=99 l0=137 | 0.5ms avg=0.5ms +B9200: pg=769 mem=531(h=531,m=0) io=101 l0=137 | 0.5ms avg=0.5ms +B9300: pg=741 mem=523(h=523,m=0) io=83 l0=135 | 0.4ms avg=0.5ms +B9400: pg=767 mem=512(h=512,m=0) io=102 l0=153 | 0.5ms avg=0.5ms +B9500: pg=718 mem=486(h=486,m=0) io=91 l0=141 | 0.5ms avg=0.5ms +B9600: pg=760 mem=514(h=514,m=0) io=105 l0=141 | 0.6ms avg=0.5ms +B9700: pg=770 mem=541(h=541,m=0) io=94 l0=135 | 0.5ms avg=0.5ms +B9800: pg=761 mem=500(h=499,m=1) io=99 l0=162 | 0.5ms avg=0.5ms +B9900: pg=718 mem=487(h=487,m=0) io=84 l0=147 | 0.4ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4868 ms/batch +MEM: 5404264 (hit=5394685 miss=9579 rate=99.8%) +IO: 764604 | L0: 984424 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run2.log b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..0fd5743e83c68c9f6e587823742e4586f370c4b9 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.7ms avg=1.4ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.5ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.7ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.8ms +B 500: pg=751 mem=618(h=615,m=3) io=133 l0=0 | 0.7ms avg=1.9ms +B 600: pg=700 mem=566(h=566,m=0) io=73 l0=61 | 0.4ms avg=1.6ms +B 700: pg=713 mem=548(h=548,m=0) io=71 l0=94 | 0.4ms avg=1.4ms +B 800: pg=679 mem=543(h=543,m=0) io=68 l0=68 | 0.4ms avg=1.3ms +B 900: pg=669 mem=541(h=541,m=0) io=56 l0=72 | 0.3ms avg=1.2ms +B1000: pg=685 mem=544(h=544,m=0) io=70 l0=71 | 0.4ms avg=1.1ms +B1100: pg=646 mem=498(h=498,m=0) io=74 l0=74 | 0.4ms avg=1.0ms +B1200: pg=664 mem=541(h=541,m=0) io=69 l0=54 | 0.4ms avg=1.0ms +B1300: pg=700 mem=570(h=570,m=0) io=67 l0=63 | 0.4ms avg=0.9ms +B1400: pg=749 mem=587(h=587,m=0) io=69 l0=93 | 0.4ms avg=0.9ms +B1500: pg=709 mem=579(h=579,m=0) io=66 l0=64 | 0.4ms avg=0.8ms +B1600: pg=690 mem=530(h=530,m=0) io=83 l0=77 | 0.4ms avg=0.8ms +B1700: pg=701 mem=560(h=560,m=0) io=48 l0=93 | 0.2ms avg=0.8ms +B1800: pg=673 mem=536(h=536,m=0) io=56 l0=81 | 0.3ms avg=0.7ms +B1900: pg=698 mem=562(h=562,m=0) io=49 l0=87 | 0.3ms avg=0.7ms +B2000: pg=706 mem=540(h=540,m=0) io=64 l0=102 | 0.3ms avg=0.7ms +B2100: pg=708 mem=570(h=570,m=0) io=65 l0=73 | 0.4ms avg=0.7ms +B2200: pg=751 mem=574(h=574,m=0) io=81 l0=96 | 0.4ms avg=0.7ms +B2300: pg=669 mem=547(h=547,m=0) io=48 l0=74 | 0.2ms avg=0.6ms +B2400: pg=702 mem=533(h=533,m=0) io=62 l0=107 | 0.3ms avg=0.6ms +B2500: pg=683 mem=526(h=526,m=0) io=83 l0=74 | 0.4ms avg=0.6ms +B2600: pg=737 mem=577(h=576,m=1) io=68 l0=92 | 0.4ms avg=0.6ms +B2700: pg=734 mem=590(h=590,m=0) io=53 l0=91 | 0.3ms avg=0.6ms +B2800: pg=739 mem=580(h=580,m=0) io=79 l0=80 | 0.4ms avg=0.6ms +B2900: pg=686 mem=548(h=548,m=0) io=48 l0=90 | 0.2ms avg=0.6ms +B3000: pg=689 mem=560(h=560,m=0) io=39 l0=90 | 0.2ms avg=0.6ms +B3100: pg=660 mem=498(h=498,m=0) io=69 l0=93 | 0.4ms avg=0.6ms +B3200: pg=753 mem=590(h=590,m=0) io=76 l0=87 | 0.4ms avg=0.6ms +B3300: pg=710 mem=554(h=554,m=0) io=72 l0=84 | 0.4ms avg=0.6ms +B3400: pg=711 mem=531(h=531,m=0) io=84 l0=96 | 0.4ms avg=0.5ms +B3500: pg=733 mem=563(h=563,m=0) io=79 l0=91 | 0.4ms avg=0.5ms +B3600: pg=693 mem=533(h=533,m=0) io=51 l0=109 | 0.3ms avg=0.5ms +B3700: pg=704 mem=554(h=554,m=0) io=71 l0=79 | 0.4ms avg=0.5ms +B3800: pg=741 mem=540(h=540,m=0) io=106 l0=95 | 0.6ms avg=0.5ms +B3900: pg=723 mem=565(h=565,m=0) io=70 l0=88 | 0.4ms avg=0.5ms +B4000: pg=695 mem=528(h=528,m=0) io=67 l0=100 | 0.4ms avg=0.5ms +B4100: pg=722 mem=531(h=531,m=0) io=97 l0=94 | 0.5ms avg=0.5ms +B4200: pg=753 mem=556(h=556,m=0) io=79 l0=118 | 0.4ms avg=0.5ms +B4300: pg=734 mem=545(h=545,m=0) io=84 l0=105 | 0.4ms avg=0.5ms +B4400: pg=702 mem=527(h=527,m=0) io=84 l0=91 | 0.4ms avg=0.5ms +B4500: pg=728 mem=555(h=555,m=0) io=78 l0=95 | 0.4ms avg=0.5ms +B4600: pg=721 mem=538(h=538,m=0) io=90 l0=93 | 0.5ms avg=0.5ms +B4700: pg=712 mem=539(h=539,m=0) io=69 l0=104 | 0.4ms avg=0.5ms +B4800: pg=730 mem=549(h=549,m=0) io=87 l0=94 | 0.4ms avg=0.5ms +B4900: pg=806 mem=584(h=584,m=0) io=110 l0=112 | 0.6ms avg=0.5ms +B5000: pg=719 mem=554(h=554,m=0) io=55 l0=110 | 0.3ms avg=0.5ms +B5100: pg=728 mem=532(h=532,m=0) io=92 l0=104 | 0.5ms avg=0.5ms +B5200: pg=709 mem=522(h=522,m=0) io=70 l0=117 | 0.4ms avg=0.5ms +B5300: pg=802 mem=570(h=570,m=0) io=106 l0=126 | 0.6ms avg=0.5ms +B5400: pg=718 mem=506(h=506,m=0) io=84 l0=128 | 0.4ms avg=0.5ms +B5500: pg=719 mem=536(h=535,m=1) io=73 l0=110 | 0.4ms avg=0.5ms +B5600: pg=699 mem=508(h=508,m=0) io=72 l0=119 | 0.4ms avg=0.5ms +B5700: pg=733 mem=547(h=547,m=0) io=69 l0=117 | 0.4ms avg=0.5ms +B5800: pg=740 mem=528(h=528,m=0) io=82 l0=130 | 0.4ms avg=0.5ms +B5900: pg=748 mem=521(h=521,m=0) io=99 l0=128 | 0.5ms avg=0.5ms +B6000: pg=709 mem=520(h=520,m=0) io=71 l0=118 | 0.4ms avg=0.5ms +B6100: pg=780 mem=551(h=551,m=0) io=104 l0=125 | 0.5ms avg=0.5ms +B6200: pg=805 mem=549(h=549,m=0) io=124 l0=132 | 0.6ms avg=0.5ms +B6300: pg=711 mem=505(h=505,m=0) io=82 l0=124 | 0.4ms avg=0.5ms +B6400: pg=725 mem=541(h=541,m=0) io=76 l0=108 | 0.4ms avg=0.5ms +B6500: pg=727 mem=511(h=511,m=0) io=103 l0=113 | 0.5ms avg=0.5ms +B6600: pg=730 mem=530(h=530,m=0) io=85 l0=115 | 0.4ms avg=0.5ms +B6700: pg=778 mem=529(h=529,m=0) io=109 l0=140 | 0.6ms avg=0.5ms +B6800: pg=757 mem=495(h=495,m=0) io=141 l0=121 | 0.7ms avg=0.5ms +B6900: pg=760 mem=512(h=512,m=0) io=125 l0=123 | 0.6ms avg=0.5ms +B7000: pg=752 mem=527(h=527,m=0) io=104 l0=121 | 0.5ms avg=0.5ms +B7100: pg=736 mem=523(h=523,m=0) io=88 l0=125 | 0.4ms avg=0.5ms +B7200: pg=734 mem=527(h=527,m=0) io=84 l0=123 | 0.4ms avg=0.5ms +B7300: pg=734 mem=517(h=517,m=0) io=91 l0=126 | 0.5ms avg=0.5ms +B7400: pg=759 mem=518(h=518,m=0) io=110 l0=131 | 0.6ms avg=0.5ms +B7500: pg=698 mem=518(h=518,m=0) io=52 l0=128 | 0.3ms avg=0.5ms +B7600: pg=701 mem=518(h=518,m=0) io=75 l0=108 | 0.4ms avg=0.5ms +B7700: pg=773 mem=551(h=551,m=0) io=82 l0=140 | 0.4ms avg=0.5ms +B7800: pg=673 mem=477(h=477,m=0) io=68 l0=128 | 0.4ms avg=0.5ms +B7900: pg=760 mem=518(h=518,m=0) io=109 l0=133 | 0.6ms avg=0.5ms +B8000: pg=764 mem=535(h=535,m=0) io=101 l0=128 | 0.5ms avg=0.5ms +B8100: pg=717 mem=481(h=481,m=0) io=115 l0=121 | 0.6ms avg=0.5ms +B8200: pg=763 mem=516(h=516,m=0) io=118 l0=129 | 0.6ms avg=0.5ms +B8300: pg=781 mem=514(h=514,m=0) io=133 l0=134 | 0.7ms avg=0.5ms +B8400: pg=734 mem=527(h=527,m=0) io=74 l0=133 | 0.4ms avg=0.5ms +B8500: pg=771 mem=514(h=514,m=0) io=116 l0=141 | 0.6ms avg=0.5ms +B8600: pg=759 mem=541(h=541,m=0) io=100 l0=118 | 0.5ms avg=0.5ms +B8700: pg=697 mem=512(h=512,m=0) io=69 l0=116 | 0.4ms avg=0.5ms +B8800: pg=722 mem=455(h=455,m=0) io=130 l0=137 | 0.7ms avg=0.5ms +B8900: pg=704 mem=496(h=496,m=0) io=83 l0=125 | 0.4ms avg=0.5ms +B9000: pg=690 mem=493(h=492,m=1) io=68 l0=129 | 0.4ms avg=0.5ms +B9100: pg=756 mem=513(h=513,m=0) io=96 l0=147 | 0.5ms avg=0.5ms +B9200: pg=769 mem=535(h=535,m=0) io=96 l0=138 | 0.5ms avg=0.5ms +B9300: pg=741 mem=533(h=533,m=0) io=81 l0=127 | 0.4ms avg=0.5ms +B9400: pg=767 mem=530(h=530,m=0) io=101 l0=136 | 0.5ms avg=0.5ms +B9500: pg=718 mem=494(h=494,m=0) io=88 l0=136 | 0.4ms avg=0.5ms +B9600: pg=760 mem=518(h=518,m=0) io=104 l0=138 | 0.5ms avg=0.5ms +B9700: pg=770 mem=545(h=545,m=0) io=91 l0=134 | 0.5ms avg=0.5ms +B9800: pg=761 mem=510(h=510,m=0) io=100 l0=151 | 0.5ms avg=0.5ms +B9900: pg=718 mem=493(h=493,m=0) io=83 l0=142 | 0.4ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4917 ms/batch +MEM: 5373943 (hit=5363873 miss=10070 rate=99.8%) +IO: 764413 | L0: 1014936 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run3.log b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..8ca9f7b27629677fedddcc0fb13027faf8987402 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.30_w500/criteo_kaggle_a0.30_w500_20260501_022943_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.8ms avg=1.4ms +B 200: pg=668 mem=668(h=647,m=21) io=0 l0=0 | 1.9ms avg=1.5ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.7ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.8ms +B 500: pg=751 mem=620(h=617,m=3) io=131 l0=0 | 0.7ms avg=1.9ms +B 600: pg=700 mem=566(h=566,m=0) io=72 l0=62 | 0.4ms avg=1.6ms +B 700: pg=713 mem=549(h=549,m=0) io=75 l0=89 | 0.4ms avg=1.4ms +B 800: pg=679 mem=544(h=544,m=0) io=71 l0=64 | 0.4ms avg=1.3ms +B 900: pg=669 mem=545(h=545,m=0) io=54 l0=70 | 0.3ms avg=1.2ms +B1000: pg=685 mem=545(h=545,m=0) io=73 l0=67 | 0.4ms avg=1.1ms +B1100: pg=646 mem=500(h=500,m=0) io=72 l0=74 | 0.4ms avg=1.0ms +B1200: pg=664 mem=542(h=542,m=0) io=69 l0=53 | 0.4ms avg=1.0ms +B1300: pg=700 mem=574(h=574,m=0) io=68 l0=58 | 0.4ms avg=0.9ms +B1400: pg=749 mem=591(h=591,m=0) io=70 l0=88 | 0.4ms avg=0.9ms +B1500: pg=709 mem=582(h=582,m=0) io=66 l0=61 | 0.4ms avg=0.8ms +B1600: pg=690 mem=533(h=533,m=0) io=85 l0=72 | 0.4ms avg=0.8ms +B1700: pg=701 mem=567(h=567,m=0) io=48 l0=86 | 0.2ms avg=0.8ms +B1800: pg=673 mem=541(h=541,m=0) io=60 l0=72 | 0.3ms avg=0.7ms +B1900: pg=698 mem=567(h=567,m=0) io=51 l0=80 | 0.3ms avg=0.7ms +B2000: pg=706 mem=547(h=547,m=0) io=59 l0=100 | 0.3ms avg=0.7ms +B2100: pg=708 mem=577(h=577,m=0) io=68 l0=63 | 0.4ms avg=0.7ms +B2200: pg=751 mem=580(h=580,m=0) io=80 l0=91 | 0.4ms avg=0.7ms +B2300: pg=669 mem=545(h=545,m=0) io=53 l0=71 | 0.3ms avg=0.6ms +B2400: pg=702 mem=541(h=541,m=0) io=58 l0=103 | 0.3ms avg=0.6ms +B2500: pg=683 mem=530(h=530,m=0) io=78 l0=75 | 0.4ms avg=0.6ms +B2600: pg=737 mem=583(h=583,m=0) io=64 l0=90 | 0.3ms avg=0.6ms +B2700: pg=734 mem=592(h=592,m=0) io=55 l0=87 | 0.3ms avg=0.6ms +B2800: pg=739 mem=586(h=586,m=0) io=72 l0=81 | 0.4ms avg=0.6ms +B2900: pg=686 mem=550(h=550,m=0) io=50 l0=86 | 0.3ms avg=0.6ms +B3000: pg=689 mem=562(h=562,m=0) io=39 l0=88 | 0.2ms avg=0.6ms +B3100: pg=660 mem=509(h=509,m=0) io=68 l0=83 | 0.4ms avg=0.6ms +B3200: pg=753 mem=591(h=591,m=0) io=79 l0=83 | 0.4ms avg=0.6ms +B3300: pg=710 mem=560(h=560,m=0) io=71 l0=79 | 0.4ms avg=0.6ms +B3400: pg=711 mem=533(h=533,m=0) io=82 l0=96 | 0.4ms avg=0.5ms +B3500: pg=733 mem=571(h=571,m=0) io=79 l0=83 | 0.4ms avg=0.5ms +B3600: pg=693 mem=542(h=542,m=0) io=54 l0=97 | 0.3ms avg=0.5ms +B3700: pg=704 mem=558(h=558,m=0) io=73 l0=73 | 0.4ms avg=0.5ms +B3800: pg=741 mem=546(h=546,m=0) io=104 l0=91 | 0.5ms avg=0.5ms +B3900: pg=723 mem=567(h=567,m=0) io=69 l0=87 | 0.4ms avg=0.5ms +B4000: pg=695 mem=529(h=529,m=0) io=69 l0=97 | 0.4ms avg=0.5ms +B4100: pg=722 mem=539(h=539,m=0) io=97 l0=86 | 0.5ms avg=0.5ms +B4200: pg=753 mem=567(h=567,m=0) io=77 l0=109 | 0.4ms avg=0.5ms +B4300: pg=734 mem=561(h=561,m=0) io=81 l0=92 | 0.4ms avg=0.5ms +B4400: pg=702 mem=534(h=534,m=0) io=81 l0=87 | 0.4ms avg=0.5ms +B4500: pg=728 mem=565(h=565,m=0) io=79 l0=84 | 0.4ms avg=0.5ms +B4600: pg=721 mem=537(h=537,m=0) io=87 l0=97 | 0.4ms avg=0.5ms +B4700: pg=712 mem=550(h=550,m=0) io=65 l0=97 | 0.4ms avg=0.5ms +B4800: pg=730 mem=558(h=558,m=0) io=85 l0=87 | 0.4ms avg=0.5ms +B4900: pg=806 mem=600(h=600,m=0) io=104 l0=102 | 0.5ms avg=0.5ms +B5000: pg=719 mem=568(h=568,m=0) io=57 l0=94 | 0.3ms avg=0.5ms +B5100: pg=728 mem=550(h=550,m=0) io=87 l0=91 | 0.4ms avg=0.5ms +B5200: pg=709 mem=539(h=539,m=0) io=69 l0=101 | 0.4ms avg=0.5ms +B5300: pg=802 mem=577(h=577,m=0) io=106 l0=119 | 0.6ms avg=0.5ms +B5400: pg=718 mem=520(h=520,m=0) io=86 l0=112 | 0.4ms avg=0.5ms +B5500: pg=719 mem=554(h=554,m=0) io=73 l0=92 | 0.4ms avg=0.5ms +B5600: pg=699 mem=529(h=529,m=0) io=70 l0=100 | 0.4ms avg=0.5ms +B5700: pg=733 mem=559(h=559,m=0) io=68 l0=106 | 0.4ms avg=0.5ms +B5800: pg=740 mem=543(h=543,m=0) io=81 l0=116 | 0.4ms avg=0.5ms +B5900: pg=748 mem=538(h=537,m=1) io=93 l0=117 | 0.5ms avg=0.5ms +B6000: pg=709 mem=532(h=532,m=0) io=68 l0=109 | 0.4ms avg=0.5ms +B6100: pg=780 mem=561(h=561,m=0) io=101 l0=118 | 0.5ms avg=0.5ms +B6200: pg=805 mem=573(h=573,m=0) io=117 l0=115 | 0.6ms avg=0.5ms +B6300: pg=711 mem=530(h=530,m=0) io=83 l0=98 | 0.4ms avg=0.5ms +B6400: pg=725 mem=552(h=552,m=0) io=76 l0=97 | 0.4ms avg=0.5ms +B6500: pg=727 mem=522(h=522,m=0) io=104 l0=101 | 0.5ms avg=0.5ms +B6600: pg=730 mem=541(h=541,m=0) io=88 l0=101 | 0.4ms avg=0.5ms +B6700: pg=778 mem=544(h=544,m=0) io=112 l0=122 | 0.6ms avg=0.5ms +B6800: pg=757 mem=506(h=506,m=0) io=138 l0=113 | 0.7ms avg=0.5ms +B6900: pg=760 mem=523(h=523,m=0) io=121 l0=116 | 0.6ms avg=0.5ms +B7000: pg=752 mem=531(h=531,m=0) io=102 l0=119 | 0.5ms avg=0.5ms +B7100: pg=736 mem=534(h=534,m=0) io=91 l0=111 | 0.5ms avg=0.5ms +B7200: pg=734 mem=530(h=530,m=0) io=82 l0=122 | 0.4ms avg=0.5ms +B7300: pg=734 mem=536(h=536,m=0) io=93 l0=105 | 0.5ms avg=0.5ms +B7400: pg=759 mem=533(h=533,m=0) io=112 l0=114 | 0.6ms avg=0.5ms +B7500: pg=698 mem=529(h=528,m=1) io=58 l0=111 | 0.3ms avg=0.5ms +B7600: pg=701 mem=524(h=524,m=0) io=73 l0=104 | 0.4ms avg=0.5ms +B7700: pg=773 mem=561(h=561,m=0) io=87 l0=125 | 0.4ms avg=0.5ms +B7800: pg=673 mem=497(h=497,m=0) io=70 l0=106 | 0.4ms avg=0.5ms +B7900: pg=760 mem=536(h=536,m=0) io=110 l0=114 | 0.6ms avg=0.5ms +B8000: pg=764 mem=557(h=557,m=0) io=99 l0=108 | 0.5ms avg=0.5ms +B8100: pg=717 mem=496(h=496,m=0) io=114 l0=107 | 0.6ms avg=0.5ms +B8200: pg=763 mem=536(h=536,m=0) io=117 l0=110 | 0.6ms avg=0.5ms +B8300: pg=781 mem=543(h=543,m=0) io=132 l0=106 | 0.7ms avg=0.5ms +B8400: pg=734 mem=545(h=545,m=0) io=72 l0=117 | 0.4ms avg=0.5ms +B8500: pg=771 mem=530(h=530,m=0) io=116 l0=125 | 0.6ms avg=0.5ms +B8600: pg=759 mem=540(h=540,m=0) io=101 l0=118 | 0.5ms avg=0.5ms +B8700: pg=697 mem=525(h=525,m=0) io=68 l0=104 | 0.4ms avg=0.5ms +B8800: pg=722 mem=482(h=482,m=0) io=123 l0=117 | 0.6ms avg=0.5ms +B8900: pg=704 mem=515(h=515,m=0) io=84 l0=105 | 0.4ms avg=0.5ms +B9000: pg=690 mem=511(h=511,m=0) io=67 l0=112 | 0.4ms avg=0.5ms +B9100: pg=756 mem=526(h=526,m=0) io=97 l0=133 | 0.5ms avg=0.5ms +B9200: pg=769 mem=548(h=548,m=0) io=100 l0=121 | 0.5ms avg=0.5ms +B9300: pg=741 mem=541(h=541,m=0) io=84 l0=116 | 0.4ms avg=0.5ms +B9400: pg=767 mem=535(h=535,m=0) io=101 l0=131 | 0.5ms avg=0.5ms +B9500: pg=718 mem=505(h=505,m=0) io=89 l0=124 | 0.5ms avg=0.5ms +B9600: pg=760 mem=535(h=535,m=0) io=105 l0=120 | 0.6ms avg=0.5ms +B9700: pg=770 mem=565(h=565,m=0) io=93 l0=112 | 0.5ms avg=0.5ms +B9800: pg=761 mem=531(h=531,m=0) io=101 l0=129 | 0.5ms avg=0.5ms +B9900: pg=718 mem=506(h=506,m=0) io=83 l0=129 | 0.4ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4911 ms/batch +MEM: 5466728 (hit=5456676 miss=10052 rate=99.8%) +IO: 763753 | L0: 922811 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007.csv b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007.csv new file mode 100644 index 0000000000000000000000000000000000000000..605d9c673ffe8227c85767b350113491e2cc59d1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.6216,0.0,0,1208441,5944851,10000,0.50,0,252,6451 +2,0.6216,0.0,0,1208441,5944851,10000,0.50,0,252,6451 +3,0.6216,0.0,0,1208441,5944851,10000,0.50,0,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run1.log b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run2.log b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run3.log b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..a8cbb4ed0e7220202325fb5aef7db303ea8823f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w0/criteo_kaggle_a0.50_w0_20260501_023007_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=0(h=0,m=0) io=491 l0=0 | 2.5ms avg=2.5ms +B 100: pg=704 mem=0(h=0,m=0) io=83 l0=621 | 0.4ms avg=0.5ms +B 200: pg=668 mem=0(h=0,m=0) io=70 l0=598 | 0.4ms avg=0.5ms +B 300: pg=729 mem=0(h=0,m=0) io=109 l0=620 | 0.6ms avg=0.5ms +B 400: pg=706 mem=0(h=0,m=0) io=97 l0=609 | 0.5ms avg=0.5ms +B 500: pg=751 mem=0(h=0,m=0) io=115 l0=636 | 0.6ms avg=0.5ms +B 600: pg=700 mem=0(h=0,m=0) io=115 l0=585 | 0.6ms avg=0.5ms +B 700: pg=713 mem=0(h=0,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B 800: pg=679 mem=0(h=0,m=0) io=104 l0=575 | 0.5ms avg=0.5ms +B 900: pg=669 mem=0(h=0,m=0) io=86 l0=583 | 0.4ms avg=0.5ms +B1000: pg=685 mem=0(h=0,m=0) io=99 l0=586 | 0.5ms avg=0.5ms +B1100: pg=646 mem=0(h=0,m=0) io=117 l0=529 | 0.6ms avg=0.5ms +B1200: pg=664 mem=0(h=0,m=0) io=102 l0=562 | 0.5ms avg=0.5ms +B1300: pg=700 mem=0(h=0,m=0) io=108 l0=592 | 0.6ms avg=0.5ms +B1400: pg=749 mem=0(h=0,m=0) io=121 l0=628 | 0.6ms avg=0.5ms +B1500: pg=709 mem=0(h=0,m=0) io=103 l0=606 | 0.5ms avg=0.5ms +B1600: pg=690 mem=0(h=0,m=0) io=125 l0=565 | 0.6ms avg=0.5ms +B1700: pg=701 mem=0(h=0,m=0) io=88 l0=613 | 0.4ms avg=0.5ms +B1800: pg=673 mem=0(h=0,m=0) io=103 l0=570 | 0.5ms avg=0.5ms +B1900: pg=698 mem=0(h=0,m=0) io=91 l0=607 | 0.5ms avg=0.5ms +B2000: pg=706 mem=0(h=0,m=0) io=101 l0=605 | 0.5ms avg=0.5ms +B2100: pg=708 mem=0(h=0,m=0) io=104 l0=604 | 0.5ms avg=0.5ms +B2200: pg=751 mem=0(h=0,m=0) io=125 l0=626 | 0.6ms avg=0.5ms +B2300: pg=669 mem=0(h=0,m=0) io=81 l0=588 | 0.4ms avg=0.5ms +B2400: pg=702 mem=0(h=0,m=0) io=100 l0=602 | 0.5ms avg=0.5ms +B2500: pg=683 mem=0(h=0,m=0) io=120 l0=563 | 0.6ms avg=0.5ms +B2600: pg=737 mem=0(h=0,m=0) io=111 l0=626 | 0.6ms avg=0.5ms +B2700: pg=734 mem=0(h=0,m=0) io=93 l0=641 | 0.5ms avg=0.5ms +B2800: pg=739 mem=0(h=0,m=0) io=123 l0=616 | 0.6ms avg=0.5ms +B2900: pg=686 mem=0(h=0,m=0) io=102 l0=584 | 0.5ms avg=0.5ms +B3000: pg=689 mem=0(h=0,m=0) io=75 l0=614 | 0.4ms avg=0.5ms +B3100: pg=660 mem=0(h=0,m=0) io=95 l0=565 | 0.5ms avg=0.5ms +B3200: pg=753 mem=0(h=0,m=0) io=118 l0=635 | 0.6ms avg=0.5ms +B3300: pg=710 mem=0(h=0,m=0) io=117 l0=593 | 0.6ms avg=0.5ms +B3400: pg=711 mem=0(h=0,m=0) io=137 l0=574 | 0.7ms avg=0.5ms +B3500: pg=733 mem=0(h=0,m=0) io=119 l0=614 | 0.6ms avg=0.5ms +B3600: pg=693 mem=0(h=0,m=0) io=95 l0=598 | 0.5ms avg=0.5ms +B3700: pg=704 mem=0(h=0,m=0) io=102 l0=602 | 0.5ms avg=0.5ms +B3800: pg=741 mem=0(h=0,m=0) io=139 l0=602 | 0.7ms avg=0.5ms +B3900: pg=723 mem=0(h=0,m=0) io=108 l0=615 | 0.6ms avg=0.5ms +B4000: pg=695 mem=0(h=0,m=0) io=106 l0=589 | 0.6ms avg=0.5ms +B4100: pg=722 mem=0(h=0,m=0) io=131 l0=591 | 0.7ms avg=0.5ms +B4200: pg=753 mem=0(h=0,m=0) io=135 l0=618 | 0.7ms avg=0.5ms +B4300: pg=734 mem=0(h=0,m=0) io=120 l0=614 | 0.6ms avg=0.5ms +B4400: pg=702 mem=0(h=0,m=0) io=137 l0=565 | 0.7ms avg=0.5ms +B4500: pg=728 mem=0(h=0,m=0) io=112 l0=616 | 0.6ms avg=0.5ms +B4600: pg=721 mem=0(h=0,m=0) io=128 l0=593 | 0.6ms avg=0.5ms +B4700: pg=712 mem=0(h=0,m=0) io=107 l0=605 | 0.6ms avg=0.5ms +B4800: pg=730 mem=0(h=0,m=0) io=126 l0=604 | 0.6ms avg=0.5ms +B4900: pg=806 mem=0(h=0,m=0) io=166 l0=640 | 0.8ms avg=0.5ms +B5000: pg=719 mem=0(h=0,m=0) io=111 l0=608 | 0.6ms avg=0.5ms +B5100: pg=728 mem=0(h=0,m=0) io=144 l0=584 | 0.7ms avg=0.5ms +B5200: pg=709 mem=0(h=0,m=0) io=119 l0=590 | 0.6ms avg=0.5ms +B5300: pg=802 mem=0(h=0,m=0) io=161 l0=641 | 0.8ms avg=0.5ms +B5400: pg=718 mem=0(h=0,m=0) io=127 l0=591 | 0.6ms avg=0.5ms +B5500: pg=719 mem=0(h=0,m=0) io=125 l0=594 | 0.6ms avg=0.5ms +B5600: pg=699 mem=0(h=0,m=0) io=107 l0=592 | 0.6ms avg=0.6ms +B5700: pg=733 mem=0(h=0,m=0) io=113 l0=620 | 0.6ms avg=0.6ms +B5800: pg=740 mem=0(h=0,m=0) io=128 l0=612 | 0.6ms avg=0.6ms +B5900: pg=748 mem=0(h=0,m=0) io=140 l0=608 | 0.7ms avg=0.6ms +B6000: pg=709 mem=0(h=0,m=0) io=114 l0=595 | 0.6ms avg=0.6ms +B6100: pg=780 mem=0(h=0,m=0) io=157 l0=623 | 0.8ms avg=0.6ms +B6200: pg=805 mem=0(h=0,m=0) io=166 l0=639 | 0.8ms avg=0.6ms +B6300: pg=711 mem=0(h=0,m=0) io=117 l0=594 | 0.6ms avg=0.6ms +B6400: pg=725 mem=0(h=0,m=0) io=124 l0=601 | 0.6ms avg=0.6ms +B6500: pg=727 mem=0(h=0,m=0) io=140 l0=587 | 0.7ms avg=0.6ms +B6600: pg=730 mem=0(h=0,m=0) io=143 l0=587 | 0.7ms avg=0.6ms +B6700: pg=778 mem=0(h=0,m=0) io=156 l0=622 | 0.8ms avg=0.6ms +B6800: pg=757 mem=0(h=0,m=0) io=189 l0=568 | 1.0ms avg=0.6ms +B6900: pg=760 mem=0(h=0,m=0) io=156 l0=604 | 0.8ms avg=0.6ms +B7000: pg=752 mem=0(h=0,m=0) io=148 l0=604 | 0.8ms avg=0.6ms +B7100: pg=736 mem=0(h=0,m=0) io=130 l0=606 | 0.7ms avg=0.6ms +B7200: pg=734 mem=0(h=0,m=0) io=127 l0=607 | 0.6ms avg=0.6ms +B7300: pg=734 mem=0(h=0,m=0) io=138 l0=596 | 0.7ms avg=0.6ms +B7400: pg=759 mem=0(h=0,m=0) io=142 l0=617 | 0.7ms avg=0.6ms +B7500: pg=698 mem=0(h=0,m=0) io=93 l0=605 | 0.5ms avg=0.6ms +B7600: pg=701 mem=0(h=0,m=0) io=129 l0=572 | 0.7ms avg=0.6ms +B7700: pg=773 mem=0(h=0,m=0) io=155 l0=618 | 0.8ms avg=0.6ms +B7800: pg=673 mem=0(h=0,m=0) io=99 l0=574 | 0.5ms avg=0.6ms +B7900: pg=760 mem=0(h=0,m=0) io=160 l0=600 | 0.8ms avg=0.6ms +B8000: pg=764 mem=0(h=0,m=0) io=163 l0=601 | 0.8ms avg=0.6ms +B8100: pg=717 mem=0(h=0,m=0) io=152 l0=565 | 0.8ms avg=0.6ms +B8200: pg=763 mem=0(h=0,m=0) io=157 l0=606 | 0.8ms avg=0.6ms +B8300: pg=781 mem=0(h=0,m=0) io=184 l0=597 | 0.9ms avg=0.6ms +B8400: pg=734 mem=0(h=0,m=0) io=99 l0=635 | 0.5ms avg=0.6ms +B8500: pg=771 mem=0(h=0,m=0) io=151 l0=620 | 0.8ms avg=0.6ms +B8600: pg=759 mem=0(h=0,m=0) io=145 l0=614 | 0.8ms avg=0.6ms +B8700: pg=697 mem=0(h=0,m=0) io=116 l0=581 | 0.6ms avg=0.6ms +B8800: pg=722 mem=0(h=0,m=0) io=170 l0=552 | 0.9ms avg=0.6ms +B8900: pg=704 mem=0(h=0,m=0) io=127 l0=577 | 0.6ms avg=0.6ms +B9000: pg=690 mem=0(h=0,m=0) io=113 l0=577 | 0.6ms avg=0.6ms +B9100: pg=756 mem=0(h=0,m=0) io=132 l0=624 | 0.7ms avg=0.6ms +B9200: pg=769 mem=0(h=0,m=0) io=147 l0=622 | 0.8ms avg=0.6ms +B9300: pg=741 mem=0(h=0,m=0) io=126 l0=615 | 0.6ms avg=0.6ms +B9400: pg=767 mem=0(h=0,m=0) io=158 l0=609 | 0.8ms avg=0.6ms +B9500: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms +B9600: pg=760 mem=0(h=0,m=0) io=149 l0=611 | 0.8ms avg=0.6ms +B9700: pg=770 mem=0(h=0,m=0) io=145 l0=625 | 0.8ms avg=0.6ms +B9800: pg=761 mem=0(h=0,m=0) io=170 l0=591 | 0.9ms avg=0.6ms +B9900: pg=718 mem=0(h=0,m=0) io=129 l0=589 | 0.7ms avg=0.6ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.6216 ms/batch +MEM: 0 (hit=0 miss=0 rate=0.0%) +IO: 1208441 | L0: 5944851 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048.csv b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048.csv new file mode 100644 index 0000000000000000000000000000000000000000..23af7c7531098172f21a57ca89769d08933277e0 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.4761,100.0,5080499,894193,1178600,10000,0.50,100,252,6451 +2,0.4744,100.0,5033553,894121,1225618,10000,0.50,100,252,6451 +3,0.4772,100.0,4861763,898373,1393156,10000,0.50,100,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run1.log b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..0118dbe40e24e42f69f39b350179438f29ffe068 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=586(h=582,m=4) io=118 l0=0 | 0.6ms avg=1.2ms +B 200: pg=668 mem=550(h=550,m=0) io=53 l0=65 | 0.3ms avg=0.8ms +B 300: pg=729 mem=553(h=552,m=1) io=80 l0=96 | 0.4ms avg=0.6ms +B 400: pg=706 mem=553(h=553,m=0) io=55 l0=98 | 0.3ms avg=0.5ms +B 500: pg=751 mem=568(h=567,m=1) io=78 l0=105 | 0.4ms avg=0.5ms +B 600: pg=700 mem=530(h=530,m=0) io=74 l0=96 | 0.4ms avg=0.5ms +B 700: pg=713 mem=511(h=511,m=0) io=90 l0=112 | 0.5ms avg=0.5ms +B 800: pg=679 mem=503(h=503,m=0) io=79 l0=97 | 0.4ms avg=0.4ms +B 900: pg=669 mem=512(h=512,m=0) io=63 l0=94 | 0.3ms avg=0.4ms +B1000: pg=685 mem=511(h=511,m=0) io=80 l0=94 | 0.4ms avg=0.4ms +B1100: pg=646 mem=467(h=467,m=0) io=85 l0=94 | 0.4ms avg=0.4ms +B1200: pg=664 mem=493(h=493,m=0) io=81 l0=90 | 0.4ms avg=0.4ms +B1300: pg=700 mem=538(h=538,m=0) io=71 l0=91 | 0.4ms avg=0.4ms +B1400: pg=749 mem=554(h=554,m=0) io=80 l0=115 | 0.4ms avg=0.4ms +B1500: pg=709 mem=549(h=549,m=0) io=72 l0=88 | 0.4ms avg=0.4ms +B1600: pg=690 mem=501(h=500,m=1) io=98 l0=91 | 0.5ms avg=0.4ms +B1700: pg=701 mem=533(h=533,m=0) io=63 l0=105 | 0.3ms avg=0.4ms +B1800: pg=673 mem=501(h=501,m=0) io=67 l0=105 | 0.4ms avg=0.4ms +B1900: pg=698 mem=531(h=531,m=0) io=57 l0=110 | 0.3ms avg=0.4ms +B2000: pg=706 mem=523(h=523,m=0) io=66 l0=117 | 0.4ms avg=0.4ms +B2100: pg=708 mem=545(h=545,m=0) io=78 l0=85 | 0.4ms avg=0.4ms +B2200: pg=751 mem=541(h=541,m=0) io=89 l0=121 | 0.5ms avg=0.4ms +B2300: pg=669 mem=517(h=517,m=0) io=54 l0=98 | 0.3ms avg=0.4ms +B2400: pg=702 mem=504(h=504,m=0) io=71 l0=127 | 0.4ms avg=0.4ms +B2500: pg=683 mem=499(h=499,m=0) io=84 l0=100 | 0.4ms avg=0.4ms +B2600: pg=737 mem=550(h=550,m=0) io=76 l0=111 | 0.4ms avg=0.4ms +B2700: pg=734 mem=571(h=571,m=0) io=60 l0=103 | 0.3ms avg=0.4ms +B2800: pg=739 mem=534(h=534,m=0) io=92 l0=113 | 0.5ms avg=0.4ms +B2900: pg=686 mem=517(h=517,m=0) io=63 l0=106 | 0.3ms avg=0.4ms +B3000: pg=689 mem=542(h=542,m=0) io=46 l0=101 | 0.2ms avg=0.4ms +B3100: pg=660 mem=476(h=476,m=0) io=81 l0=103 | 0.4ms avg=0.4ms +B3200: pg=753 mem=561(h=561,m=0) io=84 l0=108 | 0.4ms avg=0.4ms +B3300: pg=710 mem=521(h=521,m=0) io=85 l0=104 | 0.4ms avg=0.4ms +B3400: pg=711 mem=520(h=520,m=0) io=98 l0=93 | 0.5ms avg=0.4ms +B3500: pg=733 mem=543(h=543,m=0) io=90 l0=100 | 0.5ms avg=0.4ms +B3600: pg=693 mem=511(h=511,m=0) io=53 l0=129 | 0.3ms avg=0.4ms +B3700: pg=704 mem=516(h=516,m=0) io=76 l0=112 | 0.4ms avg=0.4ms +B3800: pg=741 mem=521(h=521,m=0) io=119 l0=101 | 0.6ms avg=0.4ms +B3900: pg=723 mem=526(h=526,m=0) io=85 l0=112 | 0.4ms avg=0.4ms +B4000: pg=695 mem=504(h=504,m=0) io=80 l0=111 | 0.4ms avg=0.4ms +B4100: pg=722 mem=511(h=511,m=0) io=102 l0=109 | 0.5ms avg=0.4ms +B4200: pg=753 mem=524(h=524,m=0) io=97 l0=132 | 0.5ms avg=0.4ms +B4300: pg=734 mem=527(h=527,m=0) io=90 l0=117 | 0.5ms avg=0.4ms +B4400: pg=702 mem=487(h=487,m=0) io=100 l0=115 | 0.5ms avg=0.4ms +B4500: pg=728 mem=523(h=523,m=0) io=84 l0=121 | 0.4ms avg=0.4ms +B4600: pg=721 mem=507(h=507,m=0) io=104 l0=110 | 0.5ms avg=0.4ms +B4700: pg=712 mem=511(h=510,m=1) io=77 l0=124 | 0.4ms avg=0.4ms +B4800: pg=730 mem=512(h=512,m=0) io=100 l0=118 | 0.5ms avg=0.4ms +B4900: pg=806 mem=554(h=554,m=0) io=125 l0=127 | 0.6ms avg=0.4ms +B5000: pg=719 mem=532(h=532,m=0) io=73 l0=114 | 0.4ms avg=0.4ms +B5100: pg=728 mem=516(h=516,m=0) io=106 l0=106 | 0.6ms avg=0.4ms +B5200: pg=709 mem=501(h=501,m=0) io=77 l0=131 | 0.4ms avg=0.4ms +B5300: pg=802 mem=542(h=542,m=0) io=116 l0=144 | 0.6ms avg=0.4ms +B5400: pg=718 mem=512(h=512,m=0) io=91 l0=115 | 0.5ms avg=0.4ms +B5500: pg=719 mem=507(h=507,m=0) io=83 l0=129 | 0.4ms avg=0.4ms +B5600: pg=699 mem=498(h=498,m=0) io=87 l0=114 | 0.4ms avg=0.4ms +B5700: pg=733 mem=530(h=530,m=0) io=74 l0=129 | 0.4ms avg=0.4ms +B5800: pg=740 mem=533(h=533,m=0) io=98 l0=109 | 0.5ms avg=0.4ms +B5900: pg=748 mem=505(h=505,m=0) io=110 l0=133 | 0.6ms avg=0.4ms +B6000: pg=709 mem=508(h=508,m=0) io=85 l0=116 | 0.4ms avg=0.4ms +B6100: pg=780 mem=525(h=525,m=0) io=117 l0=138 | 0.6ms avg=0.4ms +B6200: pg=805 mem=550(h=550,m=0) io=131 l0=124 | 0.7ms avg=0.4ms +B6300: pg=711 mem=500(h=500,m=0) io=91 l0=120 | 0.5ms avg=0.4ms +B6400: pg=725 mem=510(h=510,m=0) io=87 l0=128 | 0.4ms avg=0.4ms +B6500: pg=727 mem=492(h=492,m=0) io=113 l0=122 | 0.6ms avg=0.4ms +B6600: pg=730 mem=483(h=483,m=0) io=107 l0=140 | 0.6ms avg=0.4ms +B6700: pg=778 mem=523(h=523,m=0) io=124 l0=131 | 0.6ms avg=0.4ms +B6800: pg=757 mem=483(h=482,m=1) io=148 l0=126 | 0.8ms avg=0.4ms +B6900: pg=760 mem=487(h=487,m=0) io=136 l0=137 | 0.7ms avg=0.4ms +B7000: pg=752 mem=501(h=501,m=0) io=111 l0=140 | 0.6ms avg=0.4ms +B7100: pg=736 mem=499(h=499,m=0) io=102 l0=135 | 0.5ms avg=0.4ms +B7200: pg=734 mem=503(h=503,m=0) io=91 l0=140 | 0.5ms avg=0.4ms +B7300: pg=734 mem=492(h=492,m=0) io=105 l0=137 | 0.6ms avg=0.4ms +B7400: pg=759 mem=501(h=501,m=0) io=119 l0=139 | 0.6ms avg=0.4ms +B7500: pg=698 mem=510(h=509,m=1) io=62 l0=126 | 0.3ms avg=0.4ms +B7600: pg=701 mem=479(h=479,m=0) io=94 l0=128 | 0.5ms avg=0.4ms +B7700: pg=773 mem=532(h=532,m=0) io=109 l0=132 | 0.6ms avg=0.4ms +B7800: pg=673 mem=469(h=469,m=0) io=85 l0=119 | 0.4ms avg=0.4ms +B7900: pg=760 mem=491(h=491,m=0) io=126 l0=143 | 0.6ms avg=0.5ms +B8000: pg=764 mem=498(h=498,m=0) io=115 l0=151 | 0.6ms avg=0.5ms +B8100: pg=717 mem=461(h=461,m=0) io=125 l0=131 | 0.6ms avg=0.5ms +B8200: pg=763 mem=514(h=514,m=0) io=122 l0=127 | 0.6ms avg=0.5ms +B8300: pg=781 mem=500(h=500,m=0) io=149 l0=132 | 0.8ms avg=0.5ms +B8400: pg=734 mem=538(h=538,m=0) io=82 l0=114 | 0.4ms avg=0.5ms +B8500: pg=771 mem=509(h=509,m=0) io=131 l0=131 | 0.7ms avg=0.5ms +B8600: pg=759 mem=516(h=516,m=0) io=112 l0=131 | 0.6ms avg=0.5ms +B8700: pg=697 mem=473(h=473,m=0) io=83 l0=141 | 0.4ms avg=0.5ms +B8800: pg=722 mem=434(h=434,m=0) io=146 l0=142 | 0.8ms avg=0.5ms +B8900: pg=704 mem=475(h=475,m=0) io=94 l0=135 | 0.5ms avg=0.5ms +B9000: pg=690 mem=471(h=471,m=0) io=75 l0=144 | 0.4ms avg=0.5ms +B9100: pg=756 mem=506(h=506,m=0) io=103 l0=147 | 0.5ms avg=0.5ms +B9200: pg=769 mem=499(h=499,m=0) io=110 l0=160 | 0.6ms avg=0.5ms +B9300: pg=741 mem=499(h=499,m=0) io=99 l0=143 | 0.5ms avg=0.5ms +B9400: pg=767 mem=490(h=490,m=0) io=115 l0=162 | 0.6ms avg=0.5ms +B9500: pg=718 mem=444(h=444,m=0) io=105 l0=169 | 0.6ms avg=0.5ms +B9600: pg=760 mem=492(h=492,m=0) io=114 l0=154 | 0.6ms avg=0.5ms +B9700: pg=770 mem=508(h=508,m=0) io=114 l0=148 | 0.6ms avg=0.5ms +B9800: pg=761 mem=468(h=468,m=0) io=122 l0=171 | 0.6ms avg=0.5ms +B9900: pg=718 mem=472(h=472,m=0) io=91 l0=155 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4761 ms/batch +MEM: 5080499 (hit=5078951 miss=1548 rate=100.0%) +IO: 894193 | L0: 1178600 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run2.log b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..b86d6c299526c6ff7cd413be22c99a9119fb9211 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.3ms avg=0.3ms +B 100: pg=704 mem=585(h=582,m=3) io=119 l0=0 | 0.6ms avg=1.0ms +B 200: pg=668 mem=551(h=551,m=0) io=54 l0=63 | 0.3ms avg=0.7ms +B 300: pg=729 mem=556(h=555,m=1) io=74 l0=99 | 0.4ms avg=0.6ms +B 400: pg=706 mem=557(h=557,m=0) io=55 l0=94 | 0.3ms avg=0.5ms +B 500: pg=751 mem=569(h=569,m=0) io=78 l0=104 | 0.4ms avg=0.5ms +B 600: pg=700 mem=535(h=535,m=0) io=79 l0=86 | 0.4ms avg=0.4ms +B 700: pg=713 mem=515(h=515,m=0) io=89 l0=109 | 0.5ms avg=0.4ms +B 800: pg=679 mem=510(h=510,m=0) io=75 l0=94 | 0.4ms avg=0.4ms +B 900: pg=669 mem=522(h=522,m=0) io=61 l0=86 | 0.3ms avg=0.4ms +B1000: pg=685 mem=519(h=519,m=0) io=78 l0=88 | 0.4ms avg=0.4ms +B1100: pg=646 mem=478(h=478,m=0) io=91 l0=77 | 0.5ms avg=0.4ms +B1200: pg=664 mem=499(h=499,m=0) io=81 l0=84 | 0.4ms avg=0.4ms +B1300: pg=700 mem=543(h=543,m=0) io=75 l0=82 | 0.4ms avg=0.4ms +B1400: pg=749 mem=559(h=559,m=0) io=86 l0=104 | 0.4ms avg=0.4ms +B1500: pg=709 mem=559(h=559,m=0) io=72 l0=78 | 0.4ms avg=0.4ms +B1600: pg=690 mem=502(h=502,m=0) io=92 l0=96 | 0.5ms avg=0.4ms +B1700: pg=701 mem=539(h=539,m=0) io=63 l0=99 | 0.3ms avg=0.4ms +B1800: pg=673 mem=499(h=499,m=0) io=67 l0=107 | 0.4ms avg=0.4ms +B1900: pg=698 mem=535(h=535,m=0) io=57 l0=106 | 0.3ms avg=0.4ms +B2000: pg=706 mem=515(h=515,m=0) io=76 l0=115 | 0.4ms avg=0.4ms +B2100: pg=708 mem=540(h=539,m=1) io=76 l0=92 | 0.4ms avg=0.4ms +B2200: pg=751 mem=542(h=542,m=0) io=91 l0=118 | 0.5ms avg=0.4ms +B2300: pg=669 mem=518(h=518,m=0) io=60 l0=91 | 0.3ms avg=0.4ms +B2400: pg=702 mem=513(h=513,m=0) io=70 l0=119 | 0.4ms avg=0.4ms +B2500: pg=683 mem=494(h=494,m=0) io=86 l0=103 | 0.4ms avg=0.4ms +B2600: pg=737 mem=548(h=548,m=0) io=73 l0=116 | 0.4ms avg=0.4ms +B2700: pg=734 mem=572(h=572,m=0) io=53 l0=109 | 0.3ms avg=0.4ms +B2800: pg=739 mem=530(h=530,m=0) io=84 l0=125 | 0.4ms avg=0.4ms +B2900: pg=686 mem=513(h=513,m=0) io=58 l0=115 | 0.3ms avg=0.4ms +B3000: pg=689 mem=535(h=535,m=0) io=46 l0=108 | 0.2ms avg=0.4ms +B3100: pg=660 mem=475(h=475,m=0) io=77 l0=108 | 0.4ms avg=0.4ms +B3200: pg=753 mem=558(h=558,m=0) io=85 l0=110 | 0.4ms avg=0.4ms +B3300: pg=710 mem=517(h=517,m=0) io=83 l0=110 | 0.4ms avg=0.4ms +B3400: pg=711 mem=510(h=510,m=0) io=102 l0=99 | 0.5ms avg=0.4ms +B3500: pg=733 mem=541(h=541,m=0) io=97 l0=95 | 0.5ms avg=0.4ms +B3600: pg=693 mem=503(h=503,m=0) io=55 l0=135 | 0.3ms avg=0.4ms +B3700: pg=704 mem=521(h=521,m=0) io=77 l0=106 | 0.4ms avg=0.4ms +B3800: pg=741 mem=515(h=515,m=0) io=111 l0=115 | 0.6ms avg=0.4ms +B3900: pg=723 mem=520(h=520,m=0) io=79 l0=124 | 0.4ms avg=0.4ms +B4000: pg=695 mem=496(h=496,m=0) io=76 l0=123 | 0.4ms avg=0.4ms +B4100: pg=722 mem=506(h=506,m=0) io=102 l0=114 | 0.5ms avg=0.4ms +B4200: pg=753 mem=523(h=523,m=0) io=101 l0=129 | 0.5ms avg=0.4ms +B4300: pg=734 mem=524(h=524,m=0) io=93 l0=117 | 0.5ms avg=0.4ms +B4400: pg=702 mem=481(h=481,m=0) io=101 l0=120 | 0.5ms avg=0.4ms +B4500: pg=728 mem=524(h=524,m=0) io=87 l0=117 | 0.4ms avg=0.4ms +B4600: pg=721 mem=500(h=500,m=0) io=104 l0=117 | 0.5ms avg=0.4ms +B4700: pg=712 mem=508(h=508,m=0) io=77 l0=127 | 0.4ms avg=0.4ms +B4800: pg=730 mem=513(h=513,m=0) io=93 l0=124 | 0.5ms avg=0.4ms +B4900: pg=806 mem=545(h=545,m=0) io=123 l0=138 | 0.6ms avg=0.4ms +B5000: pg=719 mem=530(h=530,m=0) io=75 l0=114 | 0.4ms avg=0.4ms +B5100: pg=728 mem=504(h=504,m=0) io=108 l0=116 | 0.6ms avg=0.4ms +B5200: pg=709 mem=495(h=495,m=0) io=75 l0=139 | 0.4ms avg=0.4ms +B5300: pg=802 mem=536(h=536,m=0) io=119 l0=147 | 0.6ms avg=0.4ms +B5400: pg=718 mem=496(h=496,m=0) io=94 l0=128 | 0.5ms avg=0.4ms +B5500: pg=719 mem=503(h=503,m=0) io=81 l0=135 | 0.4ms avg=0.4ms +B5600: pg=699 mem=479(h=479,m=0) io=87 l0=133 | 0.4ms avg=0.4ms +B5700: pg=733 mem=519(h=519,m=0) io=76 l0=138 | 0.4ms avg=0.4ms +B5800: pg=740 mem=518(h=518,m=0) io=98 l0=124 | 0.5ms avg=0.4ms +B5900: pg=748 mem=491(h=491,m=0) io=115 l0=142 | 0.6ms avg=0.4ms +B6000: pg=709 mem=491(h=491,m=0) io=86 l0=132 | 0.4ms avg=0.4ms +B6100: pg=780 mem=513(h=513,m=0) io=116 l0=151 | 0.6ms avg=0.4ms +B6200: pg=805 mem=531(h=531,m=0) io=125 l0=149 | 0.6ms avg=0.4ms +B6300: pg=711 mem=487(h=487,m=0) io=90 l0=134 | 0.5ms avg=0.4ms +B6400: pg=725 mem=504(h=504,m=0) io=90 l0=131 | 0.5ms avg=0.4ms +B6500: pg=727 mem=482(h=482,m=0) io=111 l0=134 | 0.6ms avg=0.4ms +B6600: pg=730 mem=479(h=479,m=0) io=111 l0=140 | 0.6ms avg=0.4ms +B6700: pg=778 mem=507(h=507,m=0) io=124 l0=147 | 0.6ms avg=0.4ms +B6800: pg=757 mem=470(h=470,m=0) io=146 l0=141 | 0.8ms avg=0.4ms +B6900: pg=760 mem=482(h=482,m=0) io=134 l0=144 | 0.7ms avg=0.4ms +B7000: pg=752 mem=497(h=497,m=0) io=110 l0=145 | 0.6ms avg=0.4ms +B7100: pg=736 mem=498(h=498,m=0) io=105 l0=133 | 0.6ms avg=0.4ms +B7200: pg=734 mem=486(h=486,m=0) io=89 l0=159 | 0.5ms avg=0.4ms +B7300: pg=734 mem=482(h=482,m=0) io=108 l0=144 | 0.6ms avg=0.4ms +B7400: pg=759 mem=492(h=492,m=0) io=120 l0=147 | 0.6ms avg=0.4ms +B7500: pg=698 mem=504(h=504,m=0) io=65 l0=129 | 0.4ms avg=0.4ms +B7600: pg=701 mem=470(h=470,m=0) io=91 l0=140 | 0.5ms avg=0.4ms +B7700: pg=773 mem=514(h=514,m=0) io=106 l0=153 | 0.6ms avg=0.4ms +B7800: pg=673 mem=465(h=465,m=0) io=83 l0=125 | 0.4ms avg=0.4ms +B7900: pg=760 mem=489(h=489,m=0) io=124 l0=147 | 0.6ms avg=0.4ms +B8000: pg=764 mem=500(h=500,m=0) io=114 l0=150 | 0.6ms avg=0.5ms +B8100: pg=717 mem=451(h=451,m=0) io=127 l0=139 | 0.6ms avg=0.5ms +B8200: pg=763 mem=511(h=511,m=0) io=122 l0=130 | 0.6ms avg=0.5ms +B8300: pg=781 mem=481(h=481,m=0) io=151 l0=149 | 0.8ms avg=0.5ms +B8400: pg=734 mem=518(h=518,m=0) io=82 l0=134 | 0.4ms avg=0.5ms +B8500: pg=771 mem=498(h=498,m=0) io=126 l0=147 | 0.6ms avg=0.5ms +B8600: pg=759 mem=504(h=504,m=0) io=112 l0=143 | 0.6ms avg=0.5ms +B8700: pg=697 mem=465(h=465,m=0) io=82 l0=150 | 0.4ms avg=0.5ms +B8800: pg=722 mem=432(h=432,m=0) io=145 l0=145 | 0.8ms avg=0.5ms +B8900: pg=704 mem=458(h=458,m=0) io=97 l0=149 | 0.5ms avg=0.5ms +B9000: pg=690 mem=463(h=463,m=0) io=76 l0=151 | 0.4ms avg=0.5ms +B9100: pg=756 mem=504(h=504,m=0) io=108 l0=144 | 0.6ms avg=0.5ms +B9200: pg=769 mem=500(h=500,m=0) io=110 l0=159 | 0.6ms avg=0.5ms +B9300: pg=741 mem=483(h=483,m=0) io=95 l0=163 | 0.5ms avg=0.5ms +B9400: pg=767 mem=481(h=481,m=0) io=116 l0=170 | 0.6ms avg=0.5ms +B9500: pg=718 mem=442(h=442,m=0) io=104 l0=172 | 0.5ms avg=0.5ms +B9600: pg=760 mem=489(h=489,m=0) io=115 l0=156 | 0.6ms avg=0.5ms +B9700: pg=770 mem=509(h=509,m=0) io=114 l0=147 | 0.6ms avg=0.5ms +B9800: pg=761 mem=454(h=454,m=0) io=116 l0=191 | 0.6ms avg=0.5ms +B9900: pg=718 mem=464(h=464,m=0) io=94 l0=160 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4744 ms/batch +MEM: 5033553 (hit=5032175 miss=1378 rate=100.0%) +IO: 894121 | L0: 1225618 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run3.log b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..377c429e3c1b72e32dfc50874544632ad1eb41f1 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w100/criteo_kaggle_a0.50_w100_20260501_023048_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=588(h=584,m=4) io=116 l0=0 | 0.6ms avg=1.1ms +B 200: pg=668 mem=551(h=551,m=0) io=54 l0=63 | 0.3ms avg=0.7ms +B 300: pg=729 mem=556(h=555,m=1) io=77 l0=96 | 0.4ms avg=0.6ms +B 400: pg=706 mem=552(h=552,m=0) io=56 l0=98 | 0.3ms avg=0.5ms +B 500: pg=751 mem=564(h=564,m=0) io=80 l0=107 | 0.4ms avg=0.5ms +B 600: pg=700 mem=532(h=532,m=0) io=77 l0=91 | 0.4ms avg=0.5ms +B 700: pg=713 mem=510(h=510,m=0) io=89 l0=114 | 0.5ms avg=0.4ms +B 800: pg=679 mem=504(h=504,m=0) io=74 l0=101 | 0.4ms avg=0.4ms +B 900: pg=669 mem=516(h=516,m=0) io=65 l0=88 | 0.4ms avg=0.4ms +B1000: pg=685 mem=512(h=511,m=1) io=81 l0=92 | 0.4ms avg=0.4ms +B1100: pg=646 mem=474(h=474,m=0) io=87 l0=85 | 0.4ms avg=0.4ms +B1200: pg=664 mem=493(h=493,m=0) io=79 l0=92 | 0.4ms avg=0.4ms +B1300: pg=700 mem=536(h=536,m=0) io=69 l0=95 | 0.4ms avg=0.4ms +B1400: pg=749 mem=552(h=552,m=0) io=85 l0=112 | 0.4ms avg=0.4ms +B1500: pg=709 mem=547(h=547,m=0) io=72 l0=90 | 0.4ms avg=0.4ms +B1600: pg=690 mem=495(h=495,m=0) io=96 l0=99 | 0.5ms avg=0.4ms +B1700: pg=701 mem=524(h=524,m=0) io=62 l0=115 | 0.3ms avg=0.4ms +B1800: pg=673 mem=491(h=491,m=0) io=70 l0=112 | 0.4ms avg=0.4ms +B1900: pg=698 mem=524(h=524,m=0) io=58 l0=116 | 0.3ms avg=0.4ms +B2000: pg=706 mem=513(h=513,m=0) io=76 l0=117 | 0.4ms avg=0.4ms +B2100: pg=708 mem=546(h=546,m=0) io=75 l0=87 | 0.4ms avg=0.4ms +B2200: pg=751 mem=532(h=532,m=0) io=94 l0=125 | 0.5ms avg=0.4ms +B2300: pg=669 mem=513(h=513,m=0) io=58 l0=98 | 0.3ms avg=0.4ms +B2400: pg=702 mem=501(h=501,m=0) io=72 l0=129 | 0.4ms avg=0.4ms +B2500: pg=683 mem=497(h=497,m=0) io=86 l0=100 | 0.4ms avg=0.4ms +B2600: pg=737 mem=541(h=541,m=0) io=78 l0=118 | 0.4ms avg=0.4ms +B2700: pg=734 mem=559(h=559,m=0) io=55 l0=120 | 0.3ms avg=0.4ms +B2800: pg=739 mem=525(h=525,m=0) io=92 l0=122 | 0.5ms avg=0.4ms +B2900: pg=686 mem=506(h=506,m=0) io=63 l0=117 | 0.3ms avg=0.4ms +B3000: pg=689 mem=530(h=530,m=0) io=43 l0=116 | 0.2ms avg=0.4ms +B3100: pg=660 mem=463(h=463,m=0) io=81 l0=116 | 0.4ms avg=0.4ms +B3200: pg=753 mem=556(h=556,m=0) io=81 l0=116 | 0.4ms avg=0.4ms +B3300: pg=710 mem=513(h=513,m=0) io=84 l0=113 | 0.4ms avg=0.4ms +B3400: pg=711 mem=494(h=494,m=0) io=96 l0=121 | 0.5ms avg=0.4ms +B3500: pg=733 mem=526(h=526,m=0) io=96 l0=111 | 0.5ms avg=0.4ms +B3600: pg=693 mem=492(h=492,m=0) io=58 l0=143 | 0.3ms avg=0.4ms +B3700: pg=704 mem=508(h=508,m=0) io=75 l0=121 | 0.4ms avg=0.4ms +B3800: pg=741 mem=499(h=499,m=0) io=109 l0=133 | 0.6ms avg=0.4ms +B3900: pg=723 mem=512(h=512,m=0) io=84 l0=127 | 0.4ms avg=0.4ms +B4000: pg=695 mem=482(h=482,m=0) io=80 l0=133 | 0.4ms avg=0.4ms +B4100: pg=722 mem=490(h=490,m=0) io=108 l0=124 | 0.6ms avg=0.4ms +B4200: pg=753 mem=504(h=504,m=0) io=96 l0=153 | 0.5ms avg=0.4ms +B4300: pg=734 mem=510(h=510,m=0) io=94 l0=130 | 0.5ms avg=0.4ms +B4400: pg=702 mem=476(h=476,m=0) io=102 l0=124 | 0.5ms avg=0.4ms +B4500: pg=728 mem=502(h=502,m=0) io=85 l0=141 | 0.4ms avg=0.4ms +B4600: pg=721 mem=494(h=494,m=0) io=100 l0=127 | 0.5ms avg=0.4ms +B4700: pg=712 mem=499(h=499,m=0) io=75 l0=138 | 0.4ms avg=0.4ms +B4800: pg=730 mem=493(h=493,m=0) io=98 l0=139 | 0.5ms avg=0.4ms +B4900: pg=806 mem=526(h=526,m=0) io=121 l0=159 | 0.6ms avg=0.4ms +B5000: pg=719 mem=508(h=508,m=0) io=74 l0=137 | 0.4ms avg=0.4ms +B5100: pg=728 mem=485(h=485,m=0) io=111 l0=132 | 0.6ms avg=0.4ms +B5200: pg=709 mem=473(h=473,m=0) io=80 l0=156 | 0.4ms avg=0.4ms +B5300: pg=802 mem=519(h=519,m=0) io=121 l0=162 | 0.6ms avg=0.4ms +B5400: pg=718 mem=484(h=484,m=0) io=91 l0=143 | 0.5ms avg=0.4ms +B5500: pg=719 mem=475(h=475,m=0) io=83 l0=161 | 0.4ms avg=0.4ms +B5600: pg=699 mem=462(h=462,m=0) io=83 l0=154 | 0.4ms avg=0.4ms +B5700: pg=733 mem=503(h=503,m=0) io=76 l0=154 | 0.4ms avg=0.4ms +B5800: pg=740 mem=499(h=499,m=0) io=102 l0=139 | 0.5ms avg=0.4ms +B5900: pg=748 mem=479(h=479,m=0) io=113 l0=156 | 0.6ms avg=0.4ms +B6000: pg=709 mem=476(h=476,m=0) io=85 l0=148 | 0.4ms avg=0.4ms +B6100: pg=780 mem=487(h=486,m=1) io=117 l0=176 | 0.6ms avg=0.4ms +B6200: pg=805 mem=521(h=521,m=0) io=131 l0=153 | 0.7ms avg=0.4ms +B6300: pg=711 mem=476(h=476,m=0) io=88 l0=147 | 0.4ms avg=0.4ms +B6400: pg=725 mem=477(h=477,m=0) io=98 l0=150 | 0.5ms avg=0.4ms +B6500: pg=727 mem=462(h=462,m=0) io=107 l0=158 | 0.6ms avg=0.4ms +B6600: pg=730 mem=453(h=453,m=0) io=109 l0=168 | 0.6ms avg=0.4ms +B6700: pg=778 mem=484(h=484,m=0) io=123 l0=171 | 0.6ms avg=0.4ms +B6800: pg=757 mem=452(h=452,m=0) io=146 l0=159 | 0.8ms avg=0.4ms +B6900: pg=760 mem=456(h=456,m=0) io=132 l0=172 | 0.7ms avg=0.4ms +B7000: pg=752 mem=473(h=472,m=1) io=113 l0=166 | 0.6ms avg=0.4ms +B7100: pg=736 mem=471(h=471,m=0) io=101 l0=164 | 0.5ms avg=0.4ms +B7200: pg=734 mem=476(h=475,m=1) io=90 l0=168 | 0.5ms avg=0.4ms +B7300: pg=734 mem=454(h=454,m=0) io=110 l0=170 | 0.6ms avg=0.4ms +B7400: pg=759 mem=462(h=462,m=0) io=122 l0=175 | 0.6ms avg=0.4ms +B7500: pg=698 mem=465(h=465,m=0) io=68 l0=165 | 0.4ms avg=0.4ms +B7600: pg=701 mem=442(h=442,m=0) io=96 l0=163 | 0.5ms avg=0.4ms +B7700: pg=773 mem=493(h=493,m=0) io=101 l0=179 | 0.5ms avg=0.4ms +B7800: pg=673 mem=424(h=424,m=0) io=81 l0=168 | 0.4ms avg=0.4ms +B7900: pg=760 mem=440(h=440,m=0) io=130 l0=190 | 0.7ms avg=0.5ms +B8000: pg=764 mem=465(h=465,m=0) io=117 l0=182 | 0.6ms avg=0.5ms +B8100: pg=717 mem=412(h=412,m=0) io=123 l0=182 | 0.6ms avg=0.5ms +B8200: pg=763 mem=459(h=459,m=0) io=129 l0=175 | 0.7ms avg=0.5ms +B8300: pg=781 mem=447(h=447,m=0) io=156 l0=178 | 0.8ms avg=0.5ms +B8400: pg=734 mem=484(h=484,m=0) io=80 l0=170 | 0.4ms avg=0.5ms +B8500: pg=771 mem=465(h=465,m=0) io=125 l0=181 | 0.6ms avg=0.5ms +B8600: pg=759 mem=479(h=479,m=0) io=108 l0=172 | 0.6ms avg=0.5ms +B8700: pg=697 mem=439(h=439,m=0) io=82 l0=176 | 0.4ms avg=0.5ms +B8800: pg=722 mem=400(h=400,m=0) io=144 l0=178 | 0.7ms avg=0.5ms +B8900: pg=704 mem=435(h=435,m=0) io=96 l0=173 | 0.5ms avg=0.5ms +B9000: pg=690 mem=437(h=437,m=0) io=79 l0=174 | 0.4ms avg=0.5ms +B9100: pg=756 mem=470(h=470,m=0) io=111 l0=175 | 0.6ms avg=0.5ms +B9200: pg=769 mem=461(h=461,m=0) io=109 l0=199 | 0.6ms avg=0.5ms +B9300: pg=741 mem=452(h=452,m=0) io=96 l0=193 | 0.5ms avg=0.5ms +B9400: pg=767 mem=449(h=449,m=0) io=119 l0=199 | 0.6ms avg=0.5ms +B9500: pg=718 mem=404(h=404,m=0) io=99 l0=215 | 0.5ms avg=0.5ms +B9600: pg=760 mem=455(h=455,m=0) io=119 l0=186 | 0.6ms avg=0.5ms +B9700: pg=770 mem=458(h=458,m=0) io=110 l0=202 | 0.6ms avg=0.5ms +B9800: pg=761 mem=428(h=428,m=0) io=130 l0=203 | 0.7ms avg=0.5ms +B9900: pg=718 mem=427(h=427,m=0) io=97 l0=194 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4772 ms/batch +MEM: 4861763 (hit=4860269 miss=1494 rate=100.0%) +IO: 898373 | L0: 1393156 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112.csv b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112.csv new file mode 100644 index 0000000000000000000000000000000000000000..69d64f31ba136a6aa98a41b5c5c7996abad03df9 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.4400,99.9,5386680,791295,975317,10000,0.50,200,252,6451 +2,0.4385,99.9,5405427,791404,956461,10000,0.50,200,252,6451 +3,0.4381,99.9,5433039,791002,929251,10000,0.50,200,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run1.log b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..eeeb2e10e262f04e6b79c712bbddc97f0dd05b5a --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.3ms avg=0.3ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.6ms avg=1.0ms +B 200: pg=668 mem=588(h=585,m=3) io=80 l0=0 | 0.4ms avg=1.4ms +B 300: pg=729 mem=595(h=594,m=1) io=74 l0=60 | 0.4ms avg=1.0ms +B 400: pg=706 mem=589(h=589,m=0) io=50 l0=67 | 0.3ms avg=0.8ms +B 500: pg=751 mem=602(h=602,m=0) io=74 l0=75 | 0.4ms avg=0.7ms +B 600: pg=700 mem=560(h=560,m=0) io=71 l0=69 | 0.4ms avg=0.6ms +B 700: pg=713 mem=550(h=550,m=0) io=78 l0=85 | 0.4ms avg=0.6ms +B 800: pg=679 mem=550(h=550,m=0) io=65 l0=64 | 0.4ms avg=0.6ms +B 900: pg=669 mem=551(h=551,m=0) io=55 l0=63 | 0.3ms avg=0.5ms +B1000: pg=685 mem=539(h=539,m=0) io=72 l0=74 | 0.4ms avg=0.5ms +B1100: pg=646 mem=507(h=507,m=0) io=75 l0=64 | 0.4ms avg=0.5ms +B1200: pg=664 mem=538(h=538,m=0) io=71 l0=55 | 0.4ms avg=0.5ms +B1300: pg=700 mem=573(h=573,m=0) io=65 l0=62 | 0.4ms avg=0.5ms +B1400: pg=749 mem=604(h=604,m=0) io=77 l0=68 | 0.4ms avg=0.5ms +B1500: pg=709 mem=578(h=578,m=0) io=67 l0=64 | 0.4ms avg=0.4ms +B1600: pg=690 mem=538(h=538,m=0) io=84 l0=68 | 0.4ms avg=0.4ms +B1700: pg=701 mem=578(h=578,m=0) io=50 l0=73 | 0.3ms avg=0.4ms +B1800: pg=673 mem=535(h=535,m=0) io=56 l0=82 | 0.3ms avg=0.4ms +B1900: pg=698 mem=579(h=579,m=0) io=45 l0=74 | 0.2ms avg=0.4ms +B2000: pg=706 mem=565(h=565,m=0) io=61 l0=80 | 0.3ms avg=0.4ms +B2100: pg=708 mem=570(h=570,m=0) io=71 l0=67 | 0.4ms avg=0.4ms +B2200: pg=751 mem=575(h=574,m=1) io=84 l0=92 | 0.4ms avg=0.4ms +B2300: pg=669 mem=550(h=550,m=0) io=51 l0=68 | 0.3ms avg=0.4ms +B2400: pg=702 mem=547(h=547,m=0) io=63 l0=92 | 0.3ms avg=0.4ms +B2500: pg=683 mem=532(h=532,m=0) io=75 l0=76 | 0.4ms avg=0.4ms +B2600: pg=737 mem=594(h=594,m=0) io=70 l0=73 | 0.4ms avg=0.4ms +B2700: pg=734 mem=607(h=607,m=0) io=51 l0=76 | 0.3ms avg=0.4ms +B2800: pg=739 mem=582(h=582,m=0) io=88 l0=69 | 0.4ms avg=0.4ms +B2900: pg=686 mem=561(h=561,m=0) io=55 l0=70 | 0.3ms avg=0.4ms +B3000: pg=689 mem=572(h=572,m=0) io=42 l0=75 | 0.2ms avg=0.4ms +B3100: pg=660 mem=513(h=513,m=0) io=69 l0=78 | 0.4ms avg=0.4ms +B3200: pg=753 mem=603(h=602,m=1) io=81 l0=69 | 0.4ms avg=0.4ms +B3300: pg=710 mem=563(h=563,m=0) io=72 l0=75 | 0.4ms avg=0.4ms +B3400: pg=711 mem=544(h=544,m=0) io=85 l0=82 | 0.4ms avg=0.4ms +B3500: pg=733 mem=571(h=571,m=0) io=83 l0=79 | 0.4ms avg=0.4ms +B3600: pg=693 mem=546(h=546,m=0) io=42 l0=105 | 0.2ms avg=0.4ms +B3700: pg=704 mem=562(h=562,m=0) io=72 l0=70 | 0.4ms avg=0.4ms +B3800: pg=741 mem=553(h=553,m=0) io=105 l0=83 | 0.6ms avg=0.4ms +B3900: pg=723 mem=578(h=578,m=0) io=76 l0=69 | 0.4ms avg=0.4ms +B4000: pg=695 mem=536(h=536,m=0) io=76 l0=83 | 0.4ms avg=0.4ms +B4100: pg=722 mem=548(h=548,m=0) io=89 l0=85 | 0.5ms avg=0.4ms +B4200: pg=753 mem=567(h=567,m=0) io=83 l0=103 | 0.4ms avg=0.4ms +B4300: pg=734 mem=561(h=561,m=0) io=82 l0=91 | 0.4ms avg=0.4ms +B4400: pg=702 mem=523(h=523,m=0) io=91 l0=88 | 0.5ms avg=0.4ms +B4500: pg=728 mem=572(h=572,m=0) io=80 l0=76 | 0.4ms avg=0.4ms +B4600: pg=721 mem=541(h=541,m=0) io=95 l0=85 | 0.5ms avg=0.4ms +B4700: pg=712 mem=535(h=535,m=0) io=71 l0=106 | 0.4ms avg=0.4ms +B4800: pg=730 mem=554(h=554,m=0) io=94 l0=82 | 0.5ms avg=0.4ms +B4900: pg=806 mem=607(h=607,m=0) io=104 l0=95 | 0.5ms avg=0.4ms +B5000: pg=719 mem=560(h=560,m=0) io=62 l0=97 | 0.3ms avg=0.4ms +B5100: pg=728 mem=528(h=528,m=0) io=91 l0=109 | 0.5ms avg=0.4ms +B5200: pg=709 mem=534(h=534,m=0) io=71 l0=104 | 0.4ms avg=0.4ms +B5300: pg=802 mem=574(h=573,m=1) io=110 l0=118 | 0.6ms avg=0.4ms +B5400: pg=718 mem=536(h=536,m=0) io=79 l0=103 | 0.4ms avg=0.4ms +B5500: pg=719 mem=543(h=543,m=0) io=70 l0=106 | 0.4ms avg=0.4ms +B5600: pg=699 mem=525(h=525,m=0) io=72 l0=102 | 0.4ms avg=0.4ms +B5700: pg=733 mem=559(h=559,m=0) io=67 l0=107 | 0.4ms avg=0.4ms +B5800: pg=740 mem=538(h=538,m=0) io=85 l0=117 | 0.4ms avg=0.4ms +B5900: pg=748 mem=525(h=525,m=0) io=101 l0=122 | 0.5ms avg=0.4ms +B6000: pg=709 mem=534(h=534,m=0) io=69 l0=106 | 0.4ms avg=0.4ms +B6100: pg=780 mem=547(h=547,m=0) io=105 l0=128 | 0.6ms avg=0.4ms +B6200: pg=805 mem=564(h=564,m=0) io=122 l0=119 | 0.6ms avg=0.4ms +B6300: pg=711 mem=520(h=520,m=0) io=80 l0=111 | 0.4ms avg=0.4ms +B6400: pg=725 mem=527(h=527,m=0) io=80 l0=118 | 0.4ms avg=0.4ms +B6500: pg=727 mem=535(h=535,m=0) io=98 l0=94 | 0.5ms avg=0.4ms +B6600: pg=730 mem=514(h=514,m=0) io=95 l0=121 | 0.5ms avg=0.4ms +B6700: pg=778 mem=546(h=546,m=0) io=112 l0=120 | 0.6ms avg=0.4ms +B6800: pg=757 mem=513(h=513,m=0) io=136 l0=108 | 0.7ms avg=0.4ms +B6900: pg=760 mem=513(h=513,m=0) io=122 l0=125 | 0.6ms avg=0.4ms +B7000: pg=752 mem=530(h=530,m=0) io=103 l0=119 | 0.5ms avg=0.4ms +B7100: pg=736 mem=521(h=521,m=0) io=92 l0=123 | 0.5ms avg=0.4ms +B7200: pg=734 mem=530(h=530,m=0) io=88 l0=116 | 0.4ms avg=0.4ms +B7300: pg=734 mem=524(h=524,m=0) io=85 l0=125 | 0.4ms avg=0.4ms +B7400: pg=759 mem=516(h=516,m=0) io=109 l0=134 | 0.6ms avg=0.4ms +B7500: pg=698 mem=524(h=524,m=0) io=57 l0=117 | 0.3ms avg=0.4ms +B7600: pg=701 mem=503(h=503,m=0) io=80 l0=118 | 0.4ms avg=0.4ms +B7700: pg=773 mem=550(h=550,m=0) io=96 l0=127 | 0.5ms avg=0.4ms +B7800: pg=673 mem=472(h=472,m=0) io=68 l0=133 | 0.4ms avg=0.4ms +B7900: pg=760 mem=511(h=511,m=0) io=113 l0=136 | 0.6ms avg=0.4ms +B8000: pg=764 mem=527(h=527,m=0) io=105 l0=132 | 0.6ms avg=0.4ms +B8100: pg=717 mem=479(h=479,m=0) io=114 l0=124 | 0.6ms avg=0.4ms +B8200: pg=763 mem=530(h=530,m=0) io=112 l0=121 | 0.6ms avg=0.4ms +B8300: pg=781 mem=520(h=520,m=0) io=132 l0=129 | 0.7ms avg=0.4ms +B8400: pg=734 mem=538(h=538,m=0) io=69 l0=127 | 0.4ms avg=0.4ms +B8500: pg=771 mem=525(h=525,m=0) io=119 l0=127 | 0.6ms avg=0.4ms +B8600: pg=759 mem=527(h=527,m=0) io=107 l0=125 | 0.6ms avg=0.4ms +B8700: pg=697 mem=496(h=496,m=0) io=73 l0=128 | 0.4ms avg=0.4ms +B8800: pg=722 mem=448(h=448,m=0) io=128 l0=146 | 0.6ms avg=0.4ms +B8900: pg=704 mem=503(h=503,m=0) io=86 l0=115 | 0.4ms avg=0.4ms +B9000: pg=690 mem=481(h=481,m=0) io=70 l0=139 | 0.4ms avg=0.4ms +B9100: pg=756 mem=522(h=522,m=0) io=97 l0=137 | 0.5ms avg=0.4ms +B9200: pg=769 mem=523(h=523,m=0) io=100 l0=146 | 0.5ms avg=0.4ms +B9300: pg=741 mem=531(h=531,m=0) io=91 l0=119 | 0.5ms avg=0.4ms +B9400: pg=767 mem=513(h=513,m=0) io=106 l0=148 | 0.6ms avg=0.4ms +B9500: pg=718 mem=482(h=482,m=0) io=93 l0=143 | 0.5ms avg=0.4ms +B9600: pg=760 mem=528(h=528,m=0) io=101 l0=131 | 0.5ms avg=0.4ms +B9700: pg=770 mem=539(h=539,m=0) io=99 l0=132 | 0.5ms avg=0.4ms +B9800: pg=761 mem=522(h=522,m=0) io=100 l0=139 | 0.5ms avg=0.4ms +B9900: pg=718 mem=495(h=495,m=0) io=92 l0=131 | 0.5ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4400 ms/batch +MEM: 5386680 (hit=5383431 miss=3249 rate=99.9%) +IO: 791295 | L0: 975317 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run2.log b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..7043b26d0d28be227d91748cadf3d30a921e1578 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w200/criteo_kaggle_a0.50_w200_20260501_023112_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=456,m=35) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.1ms +B 200: pg=668 mem=588(h=586,m=2) io=80 l0=0 | 0.4ms avg=1.3ms +B 300: pg=729 mem=592(h=591,m=1) io=72 l0=65 | 0.4ms avg=1.0ms +B 400: pg=706 mem=584(h=584,m=0) io=48 l0=74 | 0.2ms avg=0.8ms +B 500: pg=751 mem=606(h=606,m=0) io=70 l0=75 | 0.4ms avg=0.7ms +B 600: pg=700 mem=565(h=565,m=0) io=70 l0=65 | 0.4ms avg=0.6ms +B 700: pg=713 mem=554(h=554,m=0) io=80 l0=79 | 0.4ms avg=0.6ms +B 800: pg=679 mem=554(h=554,m=0) io=67 l0=58 | 0.4ms avg=0.5ms +B 900: pg=669 mem=554(h=554,m=0) io=55 l0=60 | 0.3ms avg=0.5ms +B1000: pg=685 mem=545(h=545,m=0) io=75 l0=65 | 0.4ms avg=0.5ms +B1100: pg=646 mem=508(h=508,m=0) io=70 l0=68 | 0.4ms avg=0.5ms +B1200: pg=664 mem=542(h=542,m=0) io=74 l0=48 | 0.4ms avg=0.5ms +B1300: pg=700 mem=578(h=578,m=0) io=67 l0=55 | 0.4ms avg=0.5ms +B1400: pg=749 mem=601(h=601,m=0) io=80 l0=68 | 0.4ms avg=0.4ms +B1500: pg=709 mem=578(h=577,m=1) io=62 l0=69 | 0.3ms avg=0.4ms +B1600: pg=690 mem=539(h=539,m=0) io=88 l0=63 | 0.4ms avg=0.4ms +B1700: pg=701 mem=579(h=579,m=0) io=49 l0=73 | 0.3ms avg=0.4ms +B1800: pg=673 mem=532(h=532,m=0) io=58 l0=83 | 0.3ms avg=0.4ms +B1900: pg=698 mem=579(h=579,m=0) io=48 l0=71 | 0.2ms avg=0.4ms +B2000: pg=706 mem=562(h=562,m=0) io=68 l0=76 | 0.4ms avg=0.4ms +B2100: pg=708 mem=572(h=571,m=1) io=71 l0=65 | 0.4ms avg=0.4ms +B2200: pg=751 mem=579(h=579,m=0) io=81 l0=91 | 0.4ms avg=0.4ms +B2300: pg=669 mem=553(h=553,m=0) io=50 l0=66 | 0.3ms avg=0.4ms +B2400: pg=702 mem=552(h=552,m=0) io=60 l0=90 | 0.3ms avg=0.4ms +B2500: pg=683 mem=534(h=534,m=0) io=75 l0=74 | 0.4ms avg=0.4ms +B2600: pg=737 mem=597(h=596,m=1) io=66 l0=74 | 0.4ms avg=0.4ms +B2700: pg=734 mem=601(h=601,m=0) io=51 l0=82 | 0.3ms avg=0.4ms +B2800: pg=739 mem=582(h=582,m=0) io=85 l0=72 | 0.4ms avg=0.4ms +B2900: pg=686 mem=566(h=566,m=0) io=49 l0=71 | 0.3ms avg=0.4ms +B3000: pg=689 mem=570(h=570,m=0) io=45 l0=74 | 0.2ms avg=0.4ms +B3100: pg=660 mem=508(h=508,m=0) io=71 l0=81 | 0.4ms avg=0.4ms +B3200: pg=753 mem=600(h=600,m=0) io=81 l0=72 | 0.4ms avg=0.4ms +B3300: pg=710 mem=560(h=560,m=0) io=76 l0=74 | 0.4ms avg=0.4ms +B3400: pg=711 mem=543(h=543,m=0) io=86 l0=82 | 0.4ms avg=0.4ms +B3500: pg=733 mem=577(h=577,m=0) io=79 l0=77 | 0.4ms avg=0.4ms +B3600: pg=693 mem=547(h=547,m=0) io=47 l0=99 | 0.2ms avg=0.4ms +B3700: pg=704 mem=563(h=563,m=0) io=72 l0=69 | 0.4ms avg=0.4ms +B3800: pg=741 mem=558(h=558,m=0) io=104 l0=79 | 0.5ms avg=0.4ms +B3900: pg=723 mem=577(h=577,m=0) io=76 l0=70 | 0.4ms avg=0.4ms +B4000: pg=695 mem=539(h=539,m=0) io=76 l0=80 | 0.4ms avg=0.4ms +B4100: pg=722 mem=548(h=548,m=0) io=91 l0=83 | 0.5ms avg=0.4ms +B4200: pg=753 mem=565(h=565,m=0) io=80 l0=108 | 0.4ms avg=0.4ms +B4300: pg=734 mem=566(h=566,m=0) io=85 l0=83 | 0.4ms avg=0.4ms +B4400: pg=702 mem=528(h=528,m=0) io=88 l0=86 | 0.4ms avg=0.4ms +B4500: pg=728 mem=573(h=573,m=0) io=82 l0=73 | 0.4ms avg=0.4ms +B4600: pg=721 mem=546(h=546,m=0) io=94 l0=81 | 0.5ms avg=0.4ms +B4700: pg=712 mem=544(h=544,m=0) io=69 l0=99 | 0.4ms avg=0.4ms +B4800: pg=730 mem=546(h=546,m=0) io=92 l0=92 | 0.5ms avg=0.4ms +B4900: pg=806 mem=603(h=603,m=0) io=103 l0=100 | 0.5ms avg=0.4ms +B5000: pg=719 mem=567(h=567,m=0) io=61 l0=91 | 0.3ms avg=0.4ms +B5100: pg=728 mem=526(h=526,m=0) io=99 l0=103 | 0.5ms avg=0.4ms +B5200: pg=709 mem=544(h=544,m=0) io=73 l0=92 | 0.4ms avg=0.4ms +B5300: pg=802 mem=574(h=574,m=0) io=109 l0=119 | 0.6ms avg=0.4ms +B5400: pg=718 mem=534(h=534,m=0) io=82 l0=102 | 0.4ms avg=0.4ms +B5500: pg=719 mem=542(h=542,m=0) io=72 l0=105 | 0.4ms avg=0.4ms +B5600: pg=699 mem=519(h=519,m=0) io=71 l0=109 | 0.4ms avg=0.4ms +B5700: pg=733 mem=554(h=554,m=0) io=66 l0=113 | 0.4ms avg=0.4ms +B5800: pg=740 mem=542(h=542,m=0) io=87 l0=111 | 0.4ms avg=0.4ms +B5900: pg=748 mem=532(h=531,m=1) io=100 l0=116 | 0.5ms avg=0.4ms +B6000: pg=709 mem=532(h=532,m=0) io=68 l0=109 | 0.4ms avg=0.4ms +B6100: pg=780 mem=552(h=552,m=0) io=101 l0=127 | 0.5ms avg=0.4ms +B6200: pg=805 mem=567(h=567,m=0) io=128 l0=110 | 0.6ms avg=0.4ms +B6300: pg=711 mem=525(h=525,m=0) io=80 l0=106 | 0.4ms avg=0.4ms +B6400: pg=725 mem=540(h=540,m=0) io=75 l0=110 | 0.4ms avg=0.4ms +B6500: pg=727 mem=543(h=543,m=0) io=97 l0=87 | 0.5ms avg=0.4ms +B6600: pg=730 mem=518(h=518,m=0) io=99 l0=113 | 0.5ms avg=0.4ms +B6700: pg=778 mem=545(h=545,m=0) io=115 l0=118 | 0.6ms avg=0.4ms +B6800: pg=757 mem=507(h=507,m=0) io=135 l0=115 | 0.7ms avg=0.4ms +B6900: pg=760 mem=515(h=515,m=0) io=126 l0=119 | 0.6ms avg=0.4ms +B7000: pg=752 mem=527(h=527,m=0) io=104 l0=121 | 0.5ms avg=0.4ms +B7100: pg=736 mem=522(h=522,m=0) io=87 l0=127 | 0.4ms avg=0.4ms +B7200: pg=734 mem=529(h=529,m=0) io=84 l0=121 | 0.4ms avg=0.4ms +B7300: pg=734 mem=532(h=532,m=0) io=85 l0=117 | 0.4ms avg=0.4ms +B7400: pg=759 mem=526(h=526,m=0) io=111 l0=122 | 0.6ms avg=0.4ms +B7500: pg=698 mem=521(h=521,m=0) io=59 l0=118 | 0.3ms avg=0.4ms +B7600: pg=701 mem=511(h=511,m=0) io=82 l0=108 | 0.4ms avg=0.4ms +B7700: pg=773 mem=543(h=542,m=1) io=86 l0=144 | 0.4ms avg=0.4ms +B7800: pg=673 mem=474(h=474,m=0) io=73 l0=126 | 0.4ms avg=0.4ms +B7900: pg=760 mem=512(h=512,m=0) io=110 l0=138 | 0.6ms avg=0.4ms +B8000: pg=764 mem=526(h=526,m=0) io=99 l0=139 | 0.5ms avg=0.4ms +B8100: pg=717 mem=490(h=490,m=0) io=114 l0=113 | 0.6ms avg=0.4ms +B8200: pg=763 mem=526(h=526,m=0) io=118 l0=119 | 0.6ms avg=0.4ms +B8300: pg=781 mem=525(h=525,m=0) io=128 l0=128 | 0.6ms avg=0.4ms +B8400: pg=734 mem=538(h=538,m=0) io=74 l0=122 | 0.4ms avg=0.4ms +B8500: pg=771 mem=527(h=527,m=0) io=118 l0=126 | 0.6ms avg=0.4ms +B8600: pg=759 mem=526(h=526,m=0) io=105 l0=128 | 0.6ms avg=0.4ms +B8700: pg=697 mem=508(h=508,m=0) io=71 l0=118 | 0.4ms avg=0.4ms +B8800: pg=722 mem=457(h=457,m=0) io=134 l0=131 | 0.7ms avg=0.4ms +B8900: pg=704 mem=499(h=499,m=0) io=87 l0=118 | 0.4ms avg=0.4ms +B9000: pg=690 mem=493(h=493,m=0) io=67 l0=130 | 0.4ms avg=0.4ms +B9100: pg=756 mem=528(h=528,m=0) io=96 l0=132 | 0.5ms avg=0.4ms +B9200: pg=769 mem=529(h=529,m=0) io=100 l0=140 | 0.5ms avg=0.4ms +B9300: pg=741 mem=520(h=520,m=0) io=86 l0=135 | 0.4ms avg=0.4ms +B9400: pg=767 mem=514(h=514,m=0) io=103 l0=150 | 0.5ms avg=0.4ms +B9500: pg=718 mem=487(h=487,m=0) io=96 l0=135 | 0.5ms avg=0.4ms +B9600: pg=760 mem=521(h=520,m=1) io=107 l0=132 | 0.6ms avg=0.4ms +B9700: pg=770 mem=542(h=542,m=0) io=98 l0=130 | 0.5ms avg=0.4ms +B9800: pg=761 mem=513(h=513,m=0) io=98 l0=150 | 0.5ms avg=0.4ms +B9900: pg=718 mem=493(h=493,m=0) io=90 l0=135 | 0.5ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4385 ms/batch +MEM: 5405427 (hit=5402322 miss=3105 rate=99.9%) +IO: 791404 | L0: 956461 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run2.log b/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..63fbf5e20931387e1e28584f6d267c3a6597aea9 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.4ms avg=0.4ms +B 100: pg=704 mem=529(h=529,m=0) io=68 l0=107 | 0.4ms avg=0.6ms +B 200: pg=668 mem=503(h=503,m=0) io=57 l0=108 | 0.3ms avg=0.5ms +B 300: pg=729 mem=521(h=521,m=0) io=83 l0=125 | 0.4ms avg=0.4ms +B 400: pg=706 mem=499(h=499,m=0) io=71 l0=136 | 0.4ms avg=0.4ms +B 500: pg=751 mem=532(h=532,m=0) io=90 l0=129 | 0.5ms avg=0.4ms +B 600: pg=700 mem=501(h=501,m=0) io=85 l0=114 | 0.4ms avg=0.4ms +B 700: pg=713 mem=475(h=475,m=0) io=100 l0=138 | 0.5ms avg=0.4ms +B 800: pg=679 mem=472(h=472,m=0) io=83 l0=124 | 0.4ms avg=0.4ms +B 900: pg=669 mem=475(h=475,m=0) io=68 l0=126 | 0.4ms avg=0.4ms +B1000: pg=685 mem=483(h=482,m=1) io=87 l0=115 | 0.4ms avg=0.4ms +B1100: pg=646 mem=441(h=441,m=0) io=91 l0=114 | 0.5ms avg=0.4ms +B1200: pg=664 mem=470(h=470,m=0) io=86 l0=108 | 0.4ms avg=0.4ms +B1300: pg=700 mem=498(h=498,m=0) io=80 l0=122 | 0.4ms avg=0.4ms +B1400: pg=749 mem=524(h=524,m=0) io=89 l0=136 | 0.5ms avg=0.4ms +B1500: pg=709 mem=505(h=504,m=1) io=79 l0=125 | 0.4ms avg=0.4ms +B1600: pg=690 mem=477(h=477,m=0) io=98 l0=115 | 0.5ms avg=0.4ms +B1700: pg=701 mem=504(h=504,m=0) io=70 l0=127 | 0.4ms avg=0.4ms +B1800: pg=673 mem=468(h=468,m=0) io=82 l0=123 | 0.4ms avg=0.4ms +B1900: pg=698 mem=492(h=492,m=0) io=62 l0=144 | 0.3ms avg=0.4ms +B2000: pg=706 mem=485(h=485,m=0) io=74 l0=147 | 0.4ms avg=0.4ms +B2100: pg=708 mem=488(h=488,m=0) io=81 l0=139 | 0.4ms avg=0.4ms +B2200: pg=751 mem=489(h=489,m=0) io=100 l0=162 | 0.5ms avg=0.4ms +B2300: pg=669 mem=493(h=493,m=0) io=60 l0=116 | 0.3ms avg=0.4ms +B2400: pg=702 mem=465(h=465,m=0) io=78 l0=159 | 0.4ms avg=0.4ms +B2500: pg=683 mem=461(h=460,m=1) io=96 l0=126 | 0.5ms avg=0.4ms +B2600: pg=737 mem=507(h=507,m=0) io=85 l0=145 | 0.4ms avg=0.4ms +B2700: pg=734 mem=523(h=523,m=0) io=76 l0=135 | 0.4ms avg=0.4ms +B2800: pg=739 mem=483(h=483,m=0) io=106 l0=150 | 0.6ms avg=0.4ms +B2900: pg=686 mem=478(h=478,m=0) io=82 l0=126 | 0.4ms avg=0.4ms +B3000: pg=689 mem=504(h=504,m=0) io=53 l0=132 | 0.3ms avg=0.4ms +B3100: pg=660 mem=440(h=440,m=0) io=82 l0=138 | 0.4ms avg=0.4ms +B3200: pg=753 mem=507(h=507,m=0) io=92 l0=154 | 0.5ms avg=0.4ms +B3300: pg=710 mem=488(h=488,m=0) io=92 l0=130 | 0.5ms avg=0.4ms +B3400: pg=711 mem=463(h=463,m=0) io=108 l0=140 | 0.6ms avg=0.4ms +B3500: pg=733 mem=494(h=494,m=0) io=98 l0=141 | 0.5ms avg=0.4ms +B3600: pg=693 mem=472(h=472,m=0) io=72 l0=149 | 0.4ms avg=0.4ms +B3700: pg=704 mem=470(h=470,m=0) io=79 l0=155 | 0.4ms avg=0.4ms +B3800: pg=741 mem=473(h=473,m=0) io=119 l0=149 | 0.6ms avg=0.4ms +B3900: pg=723 mem=492(h=492,m=0) io=89 l0=142 | 0.5ms avg=0.4ms +B4000: pg=695 mem=466(h=466,m=0) io=86 l0=143 | 0.4ms avg=0.4ms +B4100: pg=722 mem=454(h=454,m=0) io=113 l0=155 | 0.6ms avg=0.4ms +B4200: pg=753 mem=474(h=474,m=0) io=106 l0=173 | 0.6ms avg=0.4ms +B4300: pg=734 mem=484(h=484,m=0) io=100 l0=150 | 0.5ms avg=0.4ms +B4400: pg=702 mem=451(h=451,m=0) io=110 l0=141 | 0.6ms avg=0.4ms +B4500: pg=728 mem=491(h=491,m=0) io=94 l0=143 | 0.5ms avg=0.4ms +B4600: pg=721 mem=467(h=467,m=0) io=110 l0=144 | 0.6ms avg=0.4ms +B4700: pg=712 mem=460(h=459,m=1) io=88 l0=164 | 0.4ms avg=0.4ms +B4800: pg=730 mem=470(h=470,m=0) io=104 l0=156 | 0.5ms avg=0.4ms +B4900: pg=806 mem=504(h=504,m=0) io=131 l0=171 | 0.7ms avg=0.4ms +B5000: pg=719 mem=481(h=481,m=0) io=81 l0=157 | 0.4ms avg=0.4ms +B5100: pg=728 mem=456(h=456,m=0) io=118 l0=154 | 0.6ms avg=0.4ms +B5200: pg=709 mem=452(h=452,m=0) io=92 l0=165 | 0.5ms avg=0.4ms +B5300: pg=802 mem=493(h=493,m=0) io=130 l0=179 | 0.7ms avg=0.4ms +B5400: pg=718 mem=463(h=463,m=0) io=101 l0=154 | 0.5ms avg=0.4ms +B5500: pg=719 mem=463(h=463,m=0) io=93 l0=163 | 0.5ms avg=0.4ms +B5600: pg=699 mem=448(h=448,m=0) io=96 l0=155 | 0.5ms avg=0.4ms +B5700: pg=733 mem=482(h=482,m=0) io=83 l0=168 | 0.4ms avg=0.4ms +B5800: pg=740 mem=489(h=489,m=0) io=111 l0=140 | 0.6ms avg=0.4ms +B5900: pg=748 mem=455(h=455,m=0) io=114 l0=179 | 0.6ms avg=0.4ms +B6000: pg=709 mem=445(h=445,m=0) io=92 l0=172 | 0.5ms avg=0.5ms +B6100: pg=780 mem=479(h=479,m=0) io=126 l0=175 | 0.6ms avg=0.5ms +B6200: pg=805 mem=491(h=491,m=0) io=137 l0=177 | 0.7ms avg=0.5ms +B6300: pg=711 mem=445(h=445,m=0) io=95 l0=171 | 0.5ms avg=0.5ms +B6400: pg=725 mem=474(h=474,m=0) io=99 l0=152 | 0.5ms avg=0.5ms +B6500: pg=727 mem=449(h=449,m=0) io=120 l0=158 | 0.6ms avg=0.5ms +B6600: pg=730 mem=458(h=458,m=0) io=118 l0=154 | 0.6ms avg=0.5ms +B6700: pg=778 mem=473(h=473,m=0) io=130 l0=175 | 0.7ms avg=0.5ms +B6800: pg=757 mem=424(h=424,m=0) io=158 l0=175 | 0.8ms avg=0.5ms +B6900: pg=760 mem=454(h=454,m=0) io=138 l0=168 | 0.7ms avg=0.5ms +B7000: pg=752 mem=458(h=458,m=0) io=122 l0=172 | 0.6ms avg=0.5ms +B7100: pg=736 mem=454(h=454,m=0) io=110 l0=172 | 0.6ms avg=0.5ms +B7200: pg=734 mem=451(h=451,m=0) io=105 l0=178 | 0.6ms avg=0.5ms +B7300: pg=734 mem=464(h=464,m=0) io=110 l0=160 | 0.6ms avg=0.5ms +B7400: pg=759 mem=469(h=469,m=0) io=127 l0=163 | 0.6ms avg=0.5ms +B7500: pg=698 mem=447(h=447,m=0) io=71 l0=180 | 0.4ms avg=0.5ms +B7600: pg=701 mem=444(h=444,m=0) io=104 l0=153 | 0.5ms avg=0.5ms +B7700: pg=773 mem=467(h=467,m=0) io=118 l0=188 | 0.6ms avg=0.5ms +B7800: pg=673 mem=420(h=420,m=0) io=90 l0=163 | 0.5ms avg=0.5ms +B7900: pg=760 mem=430(h=430,m=0) io=138 l0=192 | 0.7ms avg=0.5ms +B8000: pg=764 mem=456(h=456,m=0) io=127 l0=181 | 0.6ms avg=0.5ms +B8100: pg=717 mem=429(h=429,m=0) io=131 l0=157 | 0.7ms avg=0.5ms +B8200: pg=763 mem=442(h=442,m=0) io=140 l0=181 | 0.7ms avg=0.5ms +B8300: pg=781 mem=446(h=446,m=0) io=160 l0=175 | 0.8ms avg=0.5ms +B8400: pg=734 mem=486(h=486,m=0) io=85 l0=163 | 0.4ms avg=0.5ms +B8500: pg=771 mem=453(h=453,m=0) io=140 l0=178 | 0.7ms avg=0.5ms +B8600: pg=759 mem=455(h=455,m=0) io=122 l0=182 | 0.6ms avg=0.5ms +B8700: pg=697 mem=433(h=433,m=0) io=95 l0=169 | 0.5ms avg=0.5ms +B8800: pg=722 mem=382(h=382,m=0) io=153 l0=187 | 0.8ms avg=0.5ms +B8900: pg=704 mem=430(h=430,m=0) io=105 l0=169 | 0.6ms avg=0.5ms +B9000: pg=690 mem=410(h=410,m=0) io=92 l0=188 | 0.5ms avg=0.5ms +B9100: pg=756 mem=442(h=442,m=0) io=118 l0=196 | 0.6ms avg=0.5ms +B9200: pg=769 mem=440(h=440,m=0) io=120 l0=209 | 0.6ms avg=0.5ms +B9300: pg=741 mem=441(h=441,m=0) io=105 l0=195 | 0.6ms avg=0.5ms +B9400: pg=767 mem=439(h=439,m=0) io=128 l0=200 | 0.6ms avg=0.5ms +B9500: pg=718 mem=405(h=405,m=0) io=110 l0=203 | 0.6ms avg=0.5ms +B9600: pg=760 mem=446(h=446,m=0) io=126 l0=188 | 0.6ms avg=0.5ms +B9700: pg=770 mem=452(h=452,m=0) io=121 l0=197 | 0.6ms avg=0.5ms +B9800: pg=761 mem=412(h=412,m=0) io=141 l0=208 | 0.7ms avg=0.5ms +B9900: pg=718 mem=404(h=404,m=0) io=105 l0=209 | 0.6ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5128 ms/batch +MEM: 4635529 (hit=4634793 miss=736 rate=100.0%) +IO: 982514 | L0: 1535249 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run3.log b/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..19ec29ee1823f6aede6623afb34595c05c6159f2 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w50/criteo_kaggle_a0.50_w50_20260501_023027_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=458,m=33) io=0 l0=0 | 0.3ms avg=0.3ms +B 100: pg=704 mem=530(h=530,m=0) io=68 l0=106 | 0.4ms avg=0.6ms +B 200: pg=668 mem=507(h=506,m=1) io=58 l0=103 | 0.3ms avg=0.5ms +B 300: pg=729 mem=523(h=523,m=0) io=83 l0=123 | 0.4ms avg=0.4ms +B 400: pg=706 mem=498(h=498,m=0) io=67 l0=141 | 0.4ms avg=0.4ms +B 500: pg=751 mem=531(h=531,m=0) io=89 l0=131 | 0.5ms avg=0.4ms +B 600: pg=700 mem=498(h=498,m=0) io=89 l0=113 | 0.5ms avg=0.4ms +B 700: pg=713 mem=476(h=476,m=0) io=95 l0=142 | 0.5ms avg=0.4ms +B 800: pg=679 mem=470(h=470,m=0) io=82 l0=127 | 0.4ms avg=0.4ms +B 900: pg=669 mem=475(h=474,m=1) io=69 l0=125 | 0.4ms avg=0.4ms +B1000: pg=685 mem=481(h=481,m=0) io=85 l0=119 | 0.4ms avg=0.4ms +B1100: pg=646 mem=441(h=441,m=0) io=88 l0=117 | 0.4ms avg=0.4ms +B1200: pg=664 mem=465(h=465,m=0) io=86 l0=113 | 0.4ms avg=0.4ms +B1300: pg=700 mem=493(h=493,m=0) io=80 l0=127 | 0.4ms avg=0.4ms +B1400: pg=749 mem=520(h=520,m=0) io=91 l0=138 | 0.5ms avg=0.4ms +B1500: pg=709 mem=500(h=500,m=0) io=76 l0=133 | 0.4ms avg=0.4ms +B1600: pg=690 mem=472(h=472,m=0) io=102 l0=116 | 0.5ms avg=0.4ms +B1700: pg=701 mem=499(h=499,m=0) io=66 l0=136 | 0.4ms avg=0.4ms +B1800: pg=673 mem=468(h=468,m=0) io=76 l0=129 | 0.4ms avg=0.4ms +B1900: pg=698 mem=493(h=493,m=0) io=65 l0=140 | 0.4ms avg=0.4ms +B2000: pg=706 mem=489(h=489,m=0) io=76 l0=141 | 0.4ms avg=0.4ms +B2100: pg=708 mem=488(h=488,m=0) io=84 l0=136 | 0.4ms avg=0.4ms +B2200: pg=751 mem=491(h=491,m=0) io=99 l0=161 | 0.5ms avg=0.4ms +B2300: pg=669 mem=492(h=492,m=0) io=63 l0=114 | 0.3ms avg=0.4ms +B2400: pg=702 mem=461(h=461,m=0) io=71 l0=170 | 0.4ms avg=0.4ms +B2500: pg=683 mem=462(h=462,m=0) io=96 l0=125 | 0.5ms avg=0.4ms +B2600: pg=737 mem=506(h=506,m=0) io=86 l0=145 | 0.4ms avg=0.4ms +B2700: pg=734 mem=528(h=528,m=0) io=68 l0=138 | 0.4ms avg=0.4ms +B2800: pg=739 mem=494(h=494,m=0) io=102 l0=143 | 0.5ms avg=0.4ms +B2900: pg=686 mem=478(h=478,m=0) io=80 l0=128 | 0.4ms avg=0.4ms +B3000: pg=689 mem=504(h=504,m=0) io=50 l0=135 | 0.3ms avg=0.4ms +B3100: pg=660 mem=439(h=439,m=0) io=84 l0=137 | 0.4ms avg=0.4ms +B3200: pg=753 mem=516(h=516,m=0) io=90 l0=147 | 0.5ms avg=0.4ms +B3300: pg=710 mem=488(h=488,m=0) io=95 l0=127 | 0.5ms avg=0.4ms +B3400: pg=711 mem=471(h=471,m=0) io=109 l0=131 | 0.6ms avg=0.4ms +B3500: pg=733 mem=501(h=501,m=0) io=98 l0=134 | 0.5ms avg=0.4ms +B3600: pg=693 mem=479(h=479,m=0) io=69 l0=145 | 0.4ms avg=0.4ms +B3700: pg=704 mem=479(h=479,m=0) io=83 l0=142 | 0.4ms avg=0.4ms +B3800: pg=741 mem=482(h=482,m=0) io=122 l0=137 | 0.6ms avg=0.4ms +B3900: pg=723 mem=499(h=499,m=0) io=92 l0=132 | 0.5ms avg=0.4ms +B4000: pg=695 mem=472(h=472,m=0) io=79 l0=144 | 0.4ms avg=0.4ms +B4100: pg=722 mem=463(h=463,m=0) io=109 l0=150 | 0.6ms avg=0.4ms +B4200: pg=753 mem=483(h=483,m=0) io=107 l0=163 | 0.6ms avg=0.4ms +B4300: pg=734 mem=492(h=492,m=0) io=96 l0=146 | 0.5ms avg=0.4ms +B4400: pg=702 mem=457(h=457,m=0) io=111 l0=134 | 0.6ms avg=0.4ms +B4500: pg=728 mem=494(h=494,m=0) io=94 l0=140 | 0.5ms avg=0.4ms +B4600: pg=721 mem=477(h=477,m=0) io=112 l0=132 | 0.6ms avg=0.4ms +B4700: pg=712 mem=470(h=470,m=0) io=87 l0=155 | 0.4ms avg=0.4ms +B4800: pg=730 mem=475(h=475,m=0) io=105 l0=150 | 0.6ms avg=0.4ms +B4900: pg=806 mem=503(h=503,m=0) io=130 l0=173 | 0.7ms avg=0.4ms +B5000: pg=719 mem=488(h=488,m=0) io=81 l0=150 | 0.4ms avg=0.4ms +B5100: pg=728 mem=469(h=469,m=0) io=120 l0=139 | 0.6ms avg=0.4ms +B5200: pg=709 mem=462(h=462,m=0) io=94 l0=153 | 0.5ms avg=0.4ms +B5300: pg=802 mem=489(h=489,m=0) io=125 l0=188 | 0.6ms avg=0.4ms +B5400: pg=718 mem=471(h=471,m=0) io=99 l0=148 | 0.5ms avg=0.4ms +B5500: pg=719 mem=476(h=476,m=0) io=96 l0=147 | 0.5ms avg=0.4ms +B5600: pg=699 mem=447(h=447,m=0) io=93 l0=159 | 0.5ms avg=0.4ms +B5700: pg=733 mem=483(h=483,m=0) io=83 l0=167 | 0.4ms avg=0.4ms +B5800: pg=740 mem=500(h=500,m=0) io=106 l0=134 | 0.6ms avg=0.4ms +B5900: pg=748 mem=465(h=465,m=0) io=118 l0=165 | 0.6ms avg=0.4ms +B6000: pg=709 mem=454(h=454,m=0) io=91 l0=164 | 0.5ms avg=0.5ms +B6100: pg=780 mem=487(h=487,m=0) io=130 l0=163 | 0.7ms avg=0.5ms +B6200: pg=805 mem=495(h=495,m=0) io=133 l0=177 | 0.7ms avg=0.5ms +B6300: pg=711 mem=449(h=449,m=0) io=101 l0=161 | 0.5ms avg=0.5ms +B6400: pg=725 mem=480(h=480,m=0) io=94 l0=151 | 0.5ms avg=0.5ms +B6500: pg=727 mem=445(h=445,m=0) io=119 l0=163 | 0.6ms avg=0.5ms +B6600: pg=730 mem=455(h=455,m=0) io=117 l0=158 | 0.6ms avg=0.5ms +B6700: pg=778 mem=479(h=479,m=0) io=124 l0=175 | 0.6ms avg=0.5ms +B6800: pg=757 mem=425(h=425,m=0) io=163 l0=169 | 0.8ms avg=0.5ms +B6900: pg=760 mem=455(h=455,m=0) io=138 l0=167 | 0.7ms avg=0.5ms +B7000: pg=752 mem=468(h=468,m=0) io=118 l0=166 | 0.6ms avg=0.5ms +B7100: pg=736 mem=456(h=456,m=0) io=113 l0=167 | 0.6ms avg=0.5ms +B7200: pg=734 mem=456(h=456,m=0) io=101 l0=177 | 0.5ms avg=0.5ms +B7300: pg=734 mem=459(h=459,m=0) io=114 l0=161 | 0.6ms avg=0.5ms +B7400: pg=759 mem=462(h=462,m=0) io=126 l0=171 | 0.6ms avg=0.5ms +B7500: pg=698 mem=452(h=452,m=0) io=73 l0=173 | 0.4ms avg=0.5ms +B7600: pg=701 mem=454(h=454,m=0) io=104 l0=143 | 0.5ms avg=0.5ms +B7700: pg=773 mem=475(h=475,m=0) io=118 l0=180 | 0.6ms avg=0.5ms +B7800: pg=673 mem=426(h=426,m=0) io=91 l0=156 | 0.5ms avg=0.5ms +B7900: pg=760 mem=430(h=430,m=0) io=131 l0=199 | 0.7ms avg=0.5ms +B8000: pg=764 mem=452(h=452,m=0) io=133 l0=179 | 0.7ms avg=0.5ms +B8100: pg=717 mem=423(h=423,m=0) io=133 l0=161 | 0.7ms avg=0.5ms +B8200: pg=763 mem=435(h=435,m=0) io=137 l0=191 | 0.7ms avg=0.5ms +B8300: pg=781 mem=445(h=445,m=0) io=160 l0=176 | 0.8ms avg=0.5ms +B8400: pg=734 mem=490(h=490,m=0) io=86 l0=158 | 0.4ms avg=0.5ms +B8500: pg=771 mem=462(h=462,m=0) io=141 l0=168 | 0.7ms avg=0.5ms +B8600: pg=759 mem=468(h=467,m=1) io=121 l0=170 | 0.6ms avg=0.5ms +B8700: pg=697 mem=438(h=438,m=0) io=92 l0=167 | 0.5ms avg=0.5ms +B8800: pg=722 mem=393(h=393,m=0) io=150 l0=179 | 0.8ms avg=0.5ms +B8900: pg=704 mem=429(h=429,m=0) io=102 l0=173 | 0.5ms avg=0.5ms +B9000: pg=690 mem=430(h=430,m=0) io=82 l0=178 | 0.4ms avg=0.5ms +B9100: pg=756 mem=452(h=452,m=0) io=116 l0=188 | 0.6ms avg=0.5ms +B9200: pg=769 mem=448(h=448,m=0) io=119 l0=202 | 0.6ms avg=0.5ms +B9300: pg=741 mem=436(h=435,m=1) io=103 l0=202 | 0.5ms avg=0.5ms +B9400: pg=767 mem=441(h=441,m=0) io=126 l0=200 | 0.6ms avg=0.5ms +B9500: pg=718 mem=401(h=401,m=0) io=110 l0=207 | 0.6ms avg=0.5ms +B9600: pg=760 mem=451(h=451,m=0) io=136 l0=173 | 0.7ms avg=0.5ms +B9700: pg=770 mem=460(h=460,m=0) io=123 l0=187 | 0.6ms avg=0.5ms +B9800: pg=761 mem=418(h=418,m=0) io=137 l0=206 | 0.7ms avg=0.5ms +B9900: pg=718 mem=409(h=409,m=0) io=104 l0=205 | 0.5ms avg=0.5ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.5121 ms/batch +MEM: 4671001 (hit=4670294 miss=707 rate=100.0%) +IO: 981697 | L0: 1500594 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134.csv b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134.csv new file mode 100644 index 0000000000000000000000000000000000000000..6648993bca9f8a68b7cbd0ef4d968e61252db6c7 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,0.4389,99.8,5658920,667867,826505,10000,0.50,500,252,6451 +2,0.4433,99.8,5593945,668082,891265,10000,0.50,500,252,6451 +3,0.4418,99.8,5585031,666896,901365,10000,0.50,500,252,6451 diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run1.log b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..b0ee6172d544dff1ab1b51550cebb4935639ee77 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run1.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=686,m=18) io=0 l0=0 | 1.7ms avg=1.1ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.3ms +B 300: pg=729 mem=729(h=704,m=25) io=0 l0=0 | 2.4ms avg=1.5ms +B 400: pg=706 mem=706(h=682,m=24) io=0 l0=0 | 2.3ms avg=1.6ms +B 500: pg=751 mem=645(h=640,m=5) io=106 l0=0 | 0.6ms avg=1.8ms +B 600: pg=700 mem=585(h=585,m=0) io=68 l0=47 | 0.4ms avg=1.5ms +B 700: pg=713 mem=571(h=571,m=0) io=60 l0=82 | 0.3ms avg=1.3ms +B 800: pg=679 mem=569(h=568,m=1) io=58 l0=52 | 0.3ms avg=1.2ms +B 900: pg=669 mem=561(h=560,m=1) io=46 l0=62 | 0.2ms avg=1.1ms +B1000: pg=685 mem=562(h=562,m=0) io=60 l0=63 | 0.3ms avg=1.0ms +B1100: pg=646 mem=522(h=522,m=0) io=58 l0=66 | 0.3ms avg=0.9ms +B1200: pg=664 mem=560(h=560,m=0) io=57 l0=47 | 0.3ms avg=0.9ms +B1300: pg=700 mem=584(h=584,m=0) io=57 l0=59 | 0.3ms avg=0.8ms +B1400: pg=749 mem=611(h=610,m=1) io=58 l0=80 | 0.3ms avg=0.8ms +B1500: pg=709 mem=595(h=595,m=0) io=59 l0=55 | 0.3ms avg=0.8ms +B1600: pg=690 mem=557(h=557,m=0) io=70 l0=63 | 0.4ms avg=0.7ms +B1700: pg=701 mem=593(h=593,m=0) io=34 l0=74 | 0.2ms avg=0.7ms +B1800: pg=673 mem=565(h=565,m=0) io=48 l0=60 | 0.2ms avg=0.7ms +B1900: pg=698 mem=597(h=597,m=0) io=43 l0=58 | 0.2ms avg=0.7ms +B2000: pg=706 mem=572(h=572,m=0) io=53 l0=81 | 0.3ms avg=0.6ms +B2100: pg=708 mem=596(h=596,m=0) io=60 l0=52 | 0.3ms avg=0.6ms +B2200: pg=751 mem=603(h=603,m=0) io=69 l0=79 | 0.4ms avg=0.6ms +B2300: pg=669 mem=564(h=564,m=0) io=40 l0=65 | 0.2ms avg=0.6ms +B2400: pg=702 mem=567(h=567,m=0) io=55 l0=80 | 0.3ms avg=0.6ms +B2500: pg=683 mem=552(h=552,m=0) io=67 l0=64 | 0.4ms avg=0.6ms +B2600: pg=737 mem=604(h=603,m=1) io=58 l0=75 | 0.3ms avg=0.6ms +B2700: pg=734 mem=608(h=608,m=0) io=49 l0=77 | 0.3ms avg=0.5ms +B2800: pg=739 mem=602(h=602,m=0) io=64 l0=73 | 0.3ms avg=0.5ms +B2900: pg=686 mem=568(h=568,m=0) io=39 l0=79 | 0.2ms avg=0.5ms +B3000: pg=689 mem=578(h=578,m=0) io=36 l0=75 | 0.2ms avg=0.5ms +B3100: pg=660 mem=544(h=544,m=0) io=53 l0=63 | 0.3ms avg=0.5ms +B3200: pg=753 mem=609(h=609,m=0) io=68 l0=76 | 0.4ms avg=0.5ms +B3300: pg=710 mem=578(h=578,m=0) io=60 l0=72 | 0.3ms avg=0.5ms +B3400: pg=711 mem=561(h=561,m=0) io=69 l0=81 | 0.4ms avg=0.5ms +B3500: pg=733 mem=596(h=596,m=0) io=69 l0=68 | 0.4ms avg=0.5ms +B3600: pg=693 mem=565(h=565,m=0) io=40 l0=88 | 0.2ms avg=0.5ms +B3700: pg=704 mem=571(h=571,m=0) io=63 l0=70 | 0.3ms avg=0.5ms +B3800: pg=741 mem=574(h=574,m=0) io=93 l0=74 | 0.5ms avg=0.5ms +B3900: pg=723 mem=593(h=593,m=0) io=59 l0=71 | 0.3ms avg=0.5ms +B4000: pg=695 mem=543(h=543,m=0) io=62 l0=90 | 0.3ms avg=0.5ms +B4100: pg=722 mem=548(h=548,m=0) io=83 l0=91 | 0.4ms avg=0.5ms +B4200: pg=753 mem=596(h=596,m=0) io=68 l0=89 | 0.4ms avg=0.5ms +B4300: pg=734 mem=575(h=575,m=0) io=64 l0=95 | 0.3ms avg=0.5ms +B4400: pg=702 mem=555(h=555,m=0) io=73 l0=74 | 0.4ms avg=0.5ms +B4500: pg=728 mem=588(h=588,m=0) io=63 l0=77 | 0.3ms avg=0.5ms +B4600: pg=721 mem=565(h=565,m=0) io=77 l0=79 | 0.4ms avg=0.5ms +B4700: pg=712 mem=561(h=561,m=0) io=60 l0=91 | 0.3ms avg=0.5ms +B4800: pg=730 mem=573(h=573,m=0) io=81 l0=76 | 0.4ms avg=0.4ms +B4900: pg=806 mem=620(h=620,m=0) io=101 l0=85 | 0.5ms avg=0.4ms +B5000: pg=719 mem=575(h=575,m=0) io=54 l0=90 | 0.3ms avg=0.4ms +B5100: pg=728 mem=555(h=555,m=0) io=77 l0=96 | 0.4ms avg=0.4ms +B5200: pg=709 mem=554(h=554,m=0) io=59 l0=96 | 0.3ms avg=0.4ms +B5300: pg=802 mem=596(h=596,m=0) io=98 l0=108 | 0.5ms avg=0.4ms +B5400: pg=718 mem=541(h=541,m=0) io=78 l0=99 | 0.4ms avg=0.4ms +B5500: pg=719 mem=565(h=565,m=0) io=66 l0=88 | 0.4ms avg=0.4ms +B5600: pg=699 mem=551(h=551,m=0) io=56 l0=92 | 0.3ms avg=0.4ms +B5700: pg=733 mem=582(h=582,m=0) io=57 l0=94 | 0.3ms avg=0.4ms +B5800: pg=740 mem=569(h=569,m=0) io=70 l0=101 | 0.4ms avg=0.4ms +B5900: pg=748 mem=556(h=556,m=0) io=89 l0=103 | 0.5ms avg=0.4ms +B6000: pg=709 mem=557(h=557,m=0) io=59 l0=93 | 0.3ms avg=0.4ms +B6100: pg=780 mem=587(h=587,m=0) io=92 l0=101 | 0.5ms avg=0.4ms +B6200: pg=805 mem=595(h=595,m=0) io=112 l0=98 | 0.6ms avg=0.4ms +B6300: pg=711 mem=552(h=552,m=0) io=73 l0=86 | 0.4ms avg=0.4ms +B6400: pg=725 mem=572(h=572,m=0) io=71 l0=82 | 0.4ms avg=0.4ms +B6500: pg=727 mem=557(h=557,m=0) io=87 l0=83 | 0.4ms avg=0.4ms +B6600: pg=730 mem=562(h=562,m=0) io=71 l0=97 | 0.4ms avg=0.4ms +B6700: pg=778 mem=562(h=562,m=0) io=104 l0=112 | 0.5ms avg=0.4ms +B6800: pg=757 mem=542(h=542,m=0) io=119 l0=96 | 0.6ms avg=0.4ms +B6900: pg=760 mem=539(h=539,m=0) io=113 l0=108 | 0.6ms avg=0.4ms +B7000: pg=752 mem=569(h=569,m=0) io=91 l0=92 | 0.5ms avg=0.4ms +B7100: pg=736 mem=557(h=557,m=0) io=74 l0=105 | 0.4ms avg=0.4ms +B7200: pg=734 mem=552(h=552,m=0) io=69 l0=113 | 0.4ms avg=0.4ms +B7300: pg=734 mem=557(h=557,m=0) io=72 l0=105 | 0.4ms avg=0.4ms +B7400: pg=759 mem=543(h=543,m=0) io=108 l0=108 | 0.6ms avg=0.4ms +B7500: pg=698 mem=551(h=551,m=0) io=49 l0=98 | 0.3ms avg=0.4ms +B7600: pg=701 mem=541(h=541,m=0) io=68 l0=92 | 0.4ms avg=0.4ms +B7700: pg=773 mem=592(h=592,m=0) io=74 l0=107 | 0.4ms avg=0.4ms +B7800: pg=673 mem=506(h=506,m=0) io=61 l0=106 | 0.3ms avg=0.4ms +B7900: pg=760 mem=558(h=558,m=0) io=97 l0=105 | 0.5ms avg=0.4ms +B8000: pg=764 mem=574(h=574,m=0) io=91 l0=99 | 0.5ms avg=0.4ms +B8100: pg=717 mem=511(h=511,m=0) io=102 l0=104 | 0.5ms avg=0.4ms +B8200: pg=763 mem=549(h=549,m=0) io=104 l0=110 | 0.5ms avg=0.4ms +B8300: pg=781 mem=560(h=560,m=0) io=113 l0=108 | 0.6ms avg=0.4ms +B8400: pg=734 mem=565(h=565,m=0) io=64 l0=105 | 0.3ms avg=0.4ms +B8500: pg=771 mem=544(h=544,m=0) io=113 l0=114 | 0.6ms avg=0.4ms +B8600: pg=759 mem=559(h=559,m=0) io=91 l0=109 | 0.5ms avg=0.4ms +B8700: pg=697 mem=536(h=536,m=0) io=55 l0=106 | 0.3ms avg=0.4ms +B8800: pg=722 mem=501(h=501,m=0) io=116 l0=105 | 0.6ms avg=0.4ms +B8900: pg=704 mem=531(h=531,m=0) io=70 l0=103 | 0.4ms avg=0.4ms +B9000: pg=690 mem=527(h=527,m=0) io=64 l0=99 | 0.3ms avg=0.4ms +B9100: pg=756 mem=548(h=548,m=0) io=85 l0=123 | 0.4ms avg=0.4ms +B9200: pg=769 mem=562(h=562,m=0) io=93 l0=114 | 0.5ms avg=0.4ms +B9300: pg=741 mem=557(h=556,m=1) io=77 l0=107 | 0.4ms avg=0.4ms +B9400: pg=767 mem=554(h=554,m=0) io=98 l0=115 | 0.5ms avg=0.4ms +B9500: pg=718 mem=520(h=520,m=0) io=81 l0=117 | 0.4ms avg=0.4ms +B9600: pg=760 mem=552(h=552,m=0) io=101 l0=107 | 0.5ms avg=0.4ms +B9700: pg=770 mem=582(h=582,m=0) io=83 l0=105 | 0.4ms avg=0.4ms +B9800: pg=761 mem=546(h=546,m=0) io=88 l0=127 | 0.4ms avg=0.4ms +B9900: pg=718 mem=515(h=515,m=0) io=80 l0=123 | 0.4ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4389 ms/batch +MEM: 5658920 (hit=5649177 miss=9743 rate=99.8%) +IO: 667867 | L0: 826505 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run2.log b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..41dc7beddc9bf131c9965f2c551e3269e8f5b369 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run2.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.6ms avg=0.6ms +B 100: pg=704 mem=704(h=687,m=17) io=0 l0=0 | 1.7ms avg=1.3ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.5ms +B 300: pg=729 mem=729(h=703,m=26) io=0 l0=0 | 2.5ms avg=1.6ms +B 400: pg=706 mem=706(h=681,m=25) io=0 l0=0 | 2.3ms avg=1.7ms +B 500: pg=751 mem=643(h=639,m=4) io=108 l0=0 | 0.6ms avg=1.8ms +B 600: pg=700 mem=584(h=584,m=0) io=65 l0=51 | 0.4ms avg=1.6ms +B 700: pg=713 mem=571(h=571,m=0) io=64 l0=78 | 0.3ms avg=1.4ms +B 800: pg=679 mem=571(h=571,m=0) io=57 l0=51 | 0.3ms avg=1.3ms +B 900: pg=669 mem=564(h=564,m=0) io=44 l0=61 | 0.2ms avg=1.2ms +B1000: pg=685 mem=564(h=564,m=0) io=65 l0=56 | 0.4ms avg=1.1ms +B1100: pg=646 mem=524(h=524,m=0) io=60 l0=62 | 0.3ms avg=1.0ms +B1200: pg=664 mem=565(h=565,m=0) io=60 l0=39 | 0.3ms avg=0.9ms +B1300: pg=700 mem=589(h=589,m=0) io=57 l0=54 | 0.3ms avg=0.9ms +B1400: pg=749 mem=615(h=615,m=0) io=58 l0=76 | 0.3ms avg=0.8ms +B1500: pg=709 mem=595(h=594,m=1) io=57 l0=57 | 0.3ms avg=0.8ms +B1600: pg=690 mem=551(h=551,m=0) io=69 l0=70 | 0.4ms avg=0.8ms +B1700: pg=701 mem=591(h=591,m=0) io=33 l0=77 | 0.2ms avg=0.7ms +B1800: pg=673 mem=564(h=564,m=0) io=43 l0=66 | 0.2ms avg=0.7ms +B1900: pg=698 mem=595(h=595,m=0) io=42 l0=61 | 0.2ms avg=0.7ms +B2000: pg=706 mem=571(h=571,m=0) io=53 l0=82 | 0.3ms avg=0.7ms +B2100: pg=708 mem=582(h=582,m=0) io=61 l0=65 | 0.3ms avg=0.6ms +B2200: pg=751 mem=600(h=600,m=0) io=73 l0=78 | 0.4ms avg=0.6ms +B2300: pg=669 mem=558(h=558,m=0) io=43 l0=68 | 0.2ms avg=0.6ms +B2400: pg=702 mem=562(h=562,m=0) io=53 l0=87 | 0.3ms avg=0.6ms +B2500: pg=683 mem=545(h=545,m=0) io=66 l0=72 | 0.4ms avg=0.6ms +B2600: pg=737 mem=600(h=599,m=1) io=56 l0=81 | 0.3ms avg=0.6ms +B2700: pg=734 mem=597(h=597,m=0) io=48 l0=89 | 0.2ms avg=0.6ms +B2800: pg=739 mem=601(h=601,m=0) io=63 l0=75 | 0.3ms avg=0.5ms +B2900: pg=686 mem=567(h=567,m=0) io=38 l0=81 | 0.2ms avg=0.5ms +B3000: pg=689 mem=570(h=569,m=1) io=36 l0=83 | 0.2ms avg=0.5ms +B3100: pg=660 mem=535(h=535,m=0) io=53 l0=72 | 0.3ms avg=0.5ms +B3200: pg=753 mem=605(h=605,m=0) io=67 l0=81 | 0.4ms avg=0.5ms +B3300: pg=710 mem=572(h=572,m=0) io=66 l0=72 | 0.4ms avg=0.5ms +B3400: pg=711 mem=545(h=545,m=0) io=70 l0=96 | 0.4ms avg=0.5ms +B3500: pg=733 mem=585(h=585,m=0) io=66 l0=82 | 0.4ms avg=0.5ms +B3600: pg=693 mem=564(h=564,m=0) io=40 l0=89 | 0.2ms avg=0.5ms +B3700: pg=704 mem=574(h=574,m=0) io=60 l0=70 | 0.3ms avg=0.5ms +B3800: pg=741 mem=562(h=562,m=0) io=94 l0=85 | 0.5ms avg=0.5ms +B3900: pg=723 mem=593(h=593,m=0) io=60 l0=70 | 0.3ms avg=0.5ms +B4000: pg=695 mem=541(h=541,m=0) io=65 l0=89 | 0.4ms avg=0.5ms +B4100: pg=722 mem=559(h=559,m=0) io=84 l0=79 | 0.4ms avg=0.5ms +B4200: pg=753 mem=596(h=596,m=0) io=69 l0=88 | 0.4ms avg=0.5ms +B4300: pg=734 mem=584(h=584,m=0) io=67 l0=83 | 0.4ms avg=0.5ms +B4400: pg=702 mem=545(h=545,m=0) io=77 l0=80 | 0.4ms avg=0.5ms +B4500: pg=728 mem=586(h=586,m=0) io=60 l0=82 | 0.3ms avg=0.5ms +B4600: pg=721 mem=553(h=553,m=0) io=83 l0=85 | 0.4ms avg=0.5ms +B4700: pg=712 mem=556(h=556,m=0) io=62 l0=94 | 0.3ms avg=0.5ms +B4800: pg=730 mem=554(h=554,m=0) io=81 l0=95 | 0.4ms avg=0.5ms +B4900: pg=806 mem=611(h=611,m=0) io=97 l0=98 | 0.5ms avg=0.5ms +B5000: pg=719 mem=568(h=568,m=0) io=59 l0=92 | 0.3ms avg=0.5ms +B5100: pg=728 mem=555(h=555,m=0) io=81 l0=92 | 0.4ms avg=0.5ms +B5200: pg=709 mem=555(h=555,m=0) io=62 l0=92 | 0.3ms avg=0.5ms +B5300: pg=802 mem=584(h=584,m=0) io=94 l0=124 | 0.5ms avg=0.5ms +B5400: pg=718 mem=538(h=538,m=0) io=75 l0=105 | 0.4ms avg=0.4ms +B5500: pg=719 mem=566(h=566,m=0) io=60 l0=93 | 0.3ms avg=0.4ms +B5600: pg=699 mem=547(h=547,m=0) io=58 l0=94 | 0.3ms avg=0.4ms +B5700: pg=733 mem=576(h=576,m=0) io=56 l0=101 | 0.3ms avg=0.4ms +B5800: pg=740 mem=563(h=563,m=0) io=70 l0=107 | 0.4ms avg=0.4ms +B5900: pg=748 mem=545(h=545,m=0) io=94 l0=109 | 0.5ms avg=0.4ms +B6000: pg=709 mem=553(h=553,m=0) io=62 l0=94 | 0.3ms avg=0.4ms +B6100: pg=780 mem=569(h=569,m=0) io=93 l0=118 | 0.5ms avg=0.4ms +B6200: pg=805 mem=591(h=591,m=0) io=110 l0=104 | 0.6ms avg=0.4ms +B6300: pg=711 mem=533(h=533,m=0) io=72 l0=106 | 0.4ms avg=0.4ms +B6400: pg=725 mem=566(h=566,m=0) io=71 l0=88 | 0.4ms avg=0.4ms +B6500: pg=727 mem=546(h=546,m=0) io=87 l0=94 | 0.4ms avg=0.4ms +B6600: pg=730 mem=554(h=554,m=0) io=72 l0=104 | 0.4ms avg=0.4ms +B6700: pg=778 mem=554(h=554,m=0) io=103 l0=121 | 0.5ms avg=0.4ms +B6800: pg=757 mem=526(h=526,m=0) io=123 l0=108 | 0.6ms avg=0.4ms +B6900: pg=760 mem=526(h=526,m=0) io=108 l0=126 | 0.6ms avg=0.4ms +B7000: pg=752 mem=566(h=566,m=0) io=86 l0=100 | 0.4ms avg=0.4ms +B7100: pg=736 mem=560(h=560,m=0) io=73 l0=103 | 0.4ms avg=0.4ms +B7200: pg=734 mem=540(h=540,m=0) io=68 l0=126 | 0.4ms avg=0.4ms +B7300: pg=734 mem=556(h=556,m=0) io=74 l0=104 | 0.4ms avg=0.4ms +B7400: pg=759 mem=535(h=535,m=0) io=107 l0=117 | 0.6ms avg=0.4ms +B7500: pg=698 mem=546(h=546,m=0) io=50 l0=102 | 0.3ms avg=0.4ms +B7600: pg=701 mem=536(h=536,m=0) io=66 l0=99 | 0.4ms avg=0.4ms +B7700: pg=773 mem=580(h=580,m=0) io=75 l0=118 | 0.4ms avg=0.4ms +B7800: pg=673 mem=492(h=492,m=0) io=64 l0=117 | 0.3ms avg=0.4ms +B7900: pg=760 mem=551(h=551,m=0) io=93 l0=116 | 0.5ms avg=0.4ms +B8000: pg=764 mem=568(h=568,m=0) io=92 l0=104 | 0.5ms avg=0.4ms +B8100: pg=717 mem=505(h=505,m=0) io=104 l0=108 | 0.5ms avg=0.4ms +B8200: pg=763 mem=540(h=540,m=0) io=105 l0=118 | 0.6ms avg=0.4ms +B8300: pg=781 mem=549(h=549,m=0) io=117 l0=115 | 0.6ms avg=0.4ms +B8400: pg=734 mem=541(h=540,m=1) io=64 l0=129 | 0.3ms avg=0.4ms +B8500: pg=771 mem=526(h=526,m=0) io=113 l0=132 | 0.6ms avg=0.4ms +B8600: pg=759 mem=547(h=547,m=0) io=87 l0=125 | 0.4ms avg=0.4ms +B8700: pg=697 mem=522(h=522,m=0) io=57 l0=118 | 0.3ms avg=0.4ms +B8800: pg=722 mem=485(h=485,m=0) io=118 l0=119 | 0.6ms avg=0.4ms +B8900: pg=704 mem=516(h=516,m=0) io=73 l0=115 | 0.4ms avg=0.4ms +B9000: pg=690 mem=516(h=516,m=0) io=60 l0=114 | 0.3ms avg=0.4ms +B9100: pg=756 mem=533(h=533,m=0) io=79 l0=144 | 0.4ms avg=0.4ms +B9200: pg=769 mem=551(h=551,m=0) io=93 l0=125 | 0.5ms avg=0.4ms +B9300: pg=741 mem=539(h=539,m=0) io=78 l0=124 | 0.4ms avg=0.4ms +B9400: pg=767 mem=537(h=537,m=0) io=99 l0=131 | 0.5ms avg=0.4ms +B9500: pg=718 mem=515(h=515,m=0) io=75 l0=128 | 0.4ms avg=0.4ms +B9600: pg=760 mem=535(h=535,m=0) io=100 l0=125 | 0.5ms avg=0.4ms +B9700: pg=770 mem=562(h=562,m=0) io=82 l0=126 | 0.4ms avg=0.4ms +B9800: pg=761 mem=533(h=533,m=0) io=90 l0=138 | 0.5ms avg=0.4ms +B9900: pg=718 mem=519(h=519,m=0) io=81 l0=118 | 0.4ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4433 ms/batch +MEM: 5593945 (hit=5583739 miss=10206 rate=99.8%) +IO: 668082 | L0: 891265 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run3.log b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..6afb5b415c571e8d69a5fe9b70dd7292c66d2d63 --- /dev/null +++ b/ewma_hyperparam/criteo_kaggle/a0.50_w500/criteo_kaggle_a0.50_w500_20260501_023134_run3.log @@ -0,0 +1,114 @@ +Mode: DPR-EWMA-POLLUTION | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +Mode 9 DPR-EWMA-POLLUTION: theta*=0.928 (L_h=200ns, L_m=85000ns, L_n=100000ns, P=8, PC=1.00*L_m) +Warm-up: first 100 batches route all to MEM +Cold-branch update: alpha=0.10, pulls toward 0.5 +EWMA state: 1377256 pages (5.3 MB) +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=12 R_thr=4 +B 0: pg=491 mem=491(h=457,m=34) io=0 l0=0 | 0.5ms avg=0.5ms +B 100: pg=704 mem=704(h=685,m=19) io=0 l0=0 | 1.9ms avg=1.3ms +B 200: pg=668 mem=668(h=648,m=20) io=0 l0=0 | 1.9ms avg=1.5ms +B 300: pg=729 mem=729(h=702,m=27) io=0 l0=0 | 2.6ms avg=1.6ms +B 400: pg=706 mem=706(h=683,m=23) io=0 l0=0 | 2.2ms avg=1.7ms +B 500: pg=751 mem=644(h=640,m=4) io=107 l0=0 | 0.6ms avg=1.8ms +B 600: pg=700 mem=583(h=583,m=0) io=64 l0=53 | 0.3ms avg=1.6ms +B 700: pg=713 mem=574(h=574,m=0) io=62 l0=77 | 0.3ms avg=1.4ms +B 800: pg=679 mem=570(h=570,m=0) io=59 l0=50 | 0.3ms avg=1.3ms +B 900: pg=669 mem=561(h=561,m=0) io=45 l0=63 | 0.2ms avg=1.1ms +B1000: pg=685 mem=565(h=565,m=0) io=61 l0=59 | 0.3ms avg=1.1ms +B1100: pg=646 mem=525(h=525,m=0) io=58 l0=63 | 0.3ms avg=1.0ms +B1200: pg=664 mem=562(h=562,m=0) io=59 l0=43 | 0.3ms avg=0.9ms +B1300: pg=700 mem=588(h=588,m=0) io=59 l0=53 | 0.3ms avg=0.9ms +B1400: pg=749 mem=618(h=618,m=0) io=59 l0=72 | 0.3ms avg=0.8ms +B1500: pg=709 mem=597(h=597,m=0) io=56 l0=56 | 0.3ms avg=0.8ms +B1600: pg=690 mem=554(h=554,m=0) io=67 l0=69 | 0.4ms avg=0.8ms +B1700: pg=701 mem=597(h=597,m=0) io=37 l0=67 | 0.2ms avg=0.7ms +B1800: pg=673 mem=565(h=565,m=0) io=45 l0=63 | 0.2ms avg=0.7ms +B1900: pg=698 mem=597(h=597,m=0) io=40 l0=61 | 0.2ms avg=0.7ms +B2000: pg=706 mem=571(h=571,m=0) io=52 l0=83 | 0.3ms avg=0.7ms +B2100: pg=708 mem=589(h=589,m=0) io=63 l0=56 | 0.3ms avg=0.6ms +B2200: pg=751 mem=599(h=599,m=0) io=69 l0=83 | 0.4ms avg=0.6ms +B2300: pg=669 mem=561(h=561,m=0) io=41 l0=67 | 0.2ms avg=0.6ms +B2400: pg=702 mem=571(h=571,m=0) io=50 l0=81 | 0.3ms avg=0.6ms +B2500: pg=683 mem=552(h=552,m=0) io=70 l0=61 | 0.4ms avg=0.6ms +B2600: pg=737 mem=606(h=605,m=1) io=58 l0=73 | 0.3ms avg=0.6ms +B2700: pg=734 mem=601(h=601,m=0) io=47 l0=86 | 0.2ms avg=0.6ms +B2800: pg=739 mem=604(h=604,m=0) io=71 l0=64 | 0.4ms avg=0.5ms +B2900: pg=686 mem=566(h=565,m=1) io=43 l0=77 | 0.2ms avg=0.5ms +B3000: pg=689 mem=575(h=575,m=0) io=37 l0=77 | 0.2ms avg=0.5ms +B3100: pg=660 mem=538(h=538,m=0) io=55 l0=67 | 0.3ms avg=0.5ms +B3200: pg=753 mem=607(h=607,m=0) io=67 l0=79 | 0.4ms avg=0.5ms +B3300: pg=710 mem=578(h=578,m=0) io=64 l0=68 | 0.3ms avg=0.5ms +B3400: pg=711 mem=552(h=552,m=0) io=69 l0=90 | 0.4ms avg=0.5ms +B3500: pg=733 mem=592(h=592,m=0) io=67 l0=74 | 0.4ms avg=0.5ms +B3600: pg=693 mem=551(h=551,m=0) io=42 l0=100 | 0.2ms avg=0.5ms +B3700: pg=704 mem=573(h=573,m=0) io=61 l0=70 | 0.3ms avg=0.5ms +B3800: pg=741 mem=558(h=558,m=0) io=92 l0=91 | 0.5ms avg=0.5ms +B3900: pg=723 mem=593(h=593,m=0) io=60 l0=70 | 0.3ms avg=0.5ms +B4000: pg=695 mem=541(h=541,m=0) io=61 l0=93 | 0.3ms avg=0.5ms +B4100: pg=722 mem=552(h=552,m=0) io=80 l0=90 | 0.4ms avg=0.5ms +B4200: pg=753 mem=589(h=589,m=0) io=63 l0=101 | 0.3ms avg=0.5ms +B4300: pg=734 mem=578(h=578,m=0) io=67 l0=89 | 0.4ms avg=0.5ms +B4400: pg=702 mem=548(h=548,m=0) io=79 l0=75 | 0.4ms avg=0.5ms +B4500: pg=728 mem=575(h=575,m=0) io=63 l0=90 | 0.3ms avg=0.5ms +B4600: pg=721 mem=550(h=550,m=0) io=79 l0=92 | 0.4ms avg=0.5ms +B4700: pg=712 mem=558(h=558,m=0) io=60 l0=94 | 0.3ms avg=0.5ms +B4800: pg=730 mem=568(h=568,m=0) io=79 l0=83 | 0.4ms avg=0.5ms +B4900: pg=806 mem=609(h=609,m=0) io=95 l0=102 | 0.5ms avg=0.5ms +B5000: pg=719 mem=570(h=570,m=0) io=53 l0=96 | 0.3ms avg=0.5ms +B5100: pg=728 mem=558(h=558,m=0) io=78 l0=92 | 0.4ms avg=0.5ms +B5200: pg=709 mem=546(h=546,m=0) io=53 l0=110 | 0.3ms avg=0.4ms +B5300: pg=802 mem=587(h=587,m=0) io=92 l0=123 | 0.5ms avg=0.4ms +B5400: pg=718 mem=531(h=531,m=0) io=78 l0=109 | 0.4ms avg=0.4ms +B5500: pg=719 mem=560(h=560,m=0) io=59 l0=100 | 0.3ms avg=0.4ms +B5600: pg=699 mem=548(h=548,m=0) io=59 l0=92 | 0.3ms avg=0.4ms +B5700: pg=733 mem=570(h=570,m=0) io=55 l0=108 | 0.3ms avg=0.4ms +B5800: pg=740 mem=566(h=566,m=0) io=68 l0=106 | 0.4ms avg=0.4ms +B5900: pg=748 mem=540(h=540,m=0) io=91 l0=117 | 0.5ms avg=0.4ms +B6000: pg=709 mem=548(h=548,m=0) io=61 l0=100 | 0.3ms avg=0.4ms +B6100: pg=780 mem=578(h=578,m=0) io=93 l0=109 | 0.5ms avg=0.4ms +B6200: pg=805 mem=581(h=581,m=0) io=113 l0=111 | 0.6ms avg=0.4ms +B6300: pg=711 mem=532(h=532,m=0) io=70 l0=109 | 0.4ms avg=0.4ms +B6400: pg=725 mem=557(h=557,m=0) io=71 l0=97 | 0.4ms avg=0.4ms +B6500: pg=727 mem=543(h=543,m=0) io=85 l0=99 | 0.4ms avg=0.4ms +B6600: pg=730 mem=550(h=550,m=0) io=70 l0=110 | 0.4ms avg=0.4ms +B6700: pg=778 mem=545(h=545,m=0) io=105 l0=128 | 0.6ms avg=0.4ms +B6800: pg=757 mem=524(h=524,m=0) io=120 l0=113 | 0.6ms avg=0.4ms +B6900: pg=760 mem=528(h=528,m=0) io=111 l0=121 | 0.6ms avg=0.4ms +B7000: pg=752 mem=543(h=543,m=0) io=88 l0=121 | 0.4ms avg=0.4ms +B7100: pg=736 mem=553(h=553,m=0) io=70 l0=113 | 0.4ms avg=0.4ms +B7200: pg=734 mem=541(h=541,m=0) io=69 l0=124 | 0.4ms avg=0.4ms +B7300: pg=734 mem=540(h=540,m=0) io=71 l0=123 | 0.4ms avg=0.4ms +B7400: pg=759 mem=540(h=540,m=0) io=109 l0=110 | 0.6ms avg=0.4ms +B7500: pg=698 mem=546(h=546,m=0) io=49 l0=103 | 0.3ms avg=0.4ms +B7600: pg=701 mem=526(h=526,m=0) io=64 l0=111 | 0.3ms avg=0.4ms +B7700: pg=773 mem=571(h=571,m=0) io=69 l0=133 | 0.4ms avg=0.4ms +B7800: pg=673 mem=484(h=483,m=1) io=60 l0=129 | 0.3ms avg=0.4ms +B7900: pg=760 mem=549(h=549,m=0) io=94 l0=117 | 0.5ms avg=0.4ms +B8000: pg=764 mem=551(h=551,m=0) io=92 l0=121 | 0.5ms avg=0.4ms +B8100: pg=717 mem=500(h=500,m=0) io=102 l0=115 | 0.5ms avg=0.4ms +B8200: pg=763 mem=525(h=525,m=0) io=109 l0=129 | 0.6ms avg=0.4ms +B8300: pg=781 mem=544(h=544,m=0) io=112 l0=125 | 0.6ms avg=0.4ms +B8400: pg=734 mem=538(h=538,m=0) io=62 l0=134 | 0.3ms avg=0.4ms +B8500: pg=771 mem=531(h=531,m=0) io=111 l0=129 | 0.6ms avg=0.4ms +B8600: pg=759 mem=547(h=547,m=0) io=88 l0=124 | 0.4ms avg=0.4ms +B8700: pg=697 mem=524(h=524,m=0) io=58 l0=115 | 0.3ms avg=0.4ms +B8800: pg=722 mem=476(h=476,m=0) io=116 l0=130 | 0.6ms avg=0.4ms +B8900: pg=704 mem=508(h=508,m=0) io=71 l0=125 | 0.4ms avg=0.4ms +B9000: pg=690 mem=505(h=505,m=0) io=65 l0=120 | 0.4ms avg=0.4ms +B9100: pg=756 mem=537(h=537,m=0) io=83 l0=136 | 0.4ms avg=0.4ms +B9200: pg=769 mem=545(h=545,m=0) io=93 l0=131 | 0.5ms avg=0.4ms +B9300: pg=741 mem=534(h=534,m=0) io=76 l0=131 | 0.4ms avg=0.4ms +B9400: pg=767 mem=529(h=529,m=0) io=94 l0=144 | 0.5ms avg=0.4ms +B9500: pg=718 mem=506(h=506,m=0) io=78 l0=134 | 0.4ms avg=0.4ms +B9600: pg=760 mem=530(h=530,m=0) io=97 l0=133 | 0.5ms avg=0.4ms +B9700: pg=770 mem=562(h=562,m=0) io=82 l0=126 | 0.4ms avg=0.4ms +B9800: pg=761 mem=542(h=542,m=0) io=91 l0=128 | 0.5ms avg=0.4ms +B9900: pg=718 mem=510(h=509,m=1) io=78 l0=130 | 0.4ms avg=0.4ms + +=== DPR-EWMA-POLLUTION (L0=lfu) === +Batches: 10000 | Avg: 0.4418 ms/batch +MEM: 5585031 (hit=5574894 miss=10137 rate=99.8%) +IO: 666896 | L0: 901365 +CSV: (disabled; pass --batch-csv to enable) diff --git a/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027.csv b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027.csv new file mode 100644 index 0000000000000000000000000000000000000000..1d8bb437f32bddc9a9209ec9bd7eb0d963fcfd86 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.05,500,4,102 +2,NA,NA,NA,NA,NA,NA,0.05,500,4,102 +3,NA,NA,NA,NA,NA,NA,0.05,500,4,102 diff --git a/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run1.log b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run2.log b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run3.log b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.05_w500/taobao_a0.05_w500_20260501_022027_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038.csv b/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038.csv new file mode 100644 index 0000000000000000000000000000000000000000..c7676963ab6894650bd58d2ad1a010927da0e561 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages 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b/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038_run3.log b/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.10_w200/taobao_a0.10_w200_20260501_022038_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044.csv b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044.csv new file mode 100644 index 0000000000000000000000000000000000000000..77c0e5452148d19c97443a4a90a03fca045ff41c --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.20,0,4,102 +2,NA,NA,NA,NA,NA,NA,0.20,0,4,102 +3,NA,NA,NA,NA,NA,NA,0.20,0,4,102 diff --git a/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run1.log b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run2.log b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run3.log b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w0/taobao_a0.20_w0_20260501_022044_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050.csv b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050.csv new file mode 100644 index 0000000000000000000000000000000000000000..8f4919eb1f9558a3c09141cf4a32d41fe8cd20bf --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.20,100,4,102 +2,NA,NA,NA,NA,NA,NA,0.20,100,4,102 +3,NA,NA,NA,NA,NA,NA,0.20,100,4,102 diff --git a/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run1.log b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run2.log b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run3.log b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w100/taobao_a0.20_w100_20260501_022050_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053.csv b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053.csv new file mode 100644 index 0000000000000000000000000000000000000000..6eb8b802b54670d88114706952100640c1aba62b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.20,200,4,102 +2,NA,NA,NA,NA,NA,NA,0.20,200,4,102 +3,NA,NA,NA,NA,NA,NA,0.20,200,4,102 diff --git a/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run1.log b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run2.log b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run3.log b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w200/taobao_a0.20_w200_20260501_022053_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047.csv b/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047.csv new file mode 100644 index 0000000000000000000000000000000000000000..be6e2bdfba8b38344c4214d2f3316a938c39984a --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.20,50,4,102 +2,NA,NA,NA,NA,NA,NA,0.20,50,4,102 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Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047_run3.log b/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.20_w50/taobao_a0.20_w50_20260501_022047_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101.csv b/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101.csv new file mode 100644 index 0000000000000000000000000000000000000000..b403ea6d4b3a6475182257753bb5f217283ebbd9 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101.csv @@ -0,0 +1,4 @@ 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/dev/null +++ b/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101_run3.log b/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w50/taobao_a0.30_w50_20260501_022101_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110.csv b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110.csv new file mode 100644 index 0000000000000000000000000000000000000000..fbe0afb695d4796ec5e75ba2c0cf7d7e753b37a4 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.30,500,4,102 +2,NA,NA,NA,NA,NA,NA,0.30,500,4,102 +3,NA,NA,NA,NA,NA,NA,0.30,500,4,102 diff --git a/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run1.log b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..cd0179de3661d6dd0e0a79437b387461c1b2799a --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run1.log @@ -0,0 +1,3 @@ +mmap dax: Bad file descriptor +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) diff --git a/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run2.log b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run3.log b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.30_w500/taobao_a0.30_w500_20260501_022110_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113.csv b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113.csv new file mode 100644 index 0000000000000000000000000000000000000000..704ce301cf5e1335485f5caaa51da559b7a67cf0 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.50,0,4,102 +2,NA,NA,NA,NA,NA,NA,0.50,0,4,102 +3,NA,NA,NA,NA,NA,NA,0.50,0,4,102 diff --git a/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run1.log b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run2.log b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run3.log b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w0/taobao_a0.50_w0_20260501_022113_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118.csv b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118.csv new file mode 100644 index 0000000000000000000000000000000000000000..c9d239b458814ee1ca61d13f7d42fa24abfc7ecd --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.50,100,4,102 +2,NA,NA,NA,NA,NA,NA,0.50,100,4,102 +3,NA,NA,NA,NA,NA,NA,0.50,100,4,102 diff --git a/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run1.log b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run2.log b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run2.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run3.log b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..cd0179de3661d6dd0e0a79437b387461c1b2799a --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w100/taobao_a0.50_w100_20260501_022118_run3.log @@ -0,0 +1,3 @@ +mmap dax: Bad file descriptor +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) diff --git a/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121.csv b/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121.csv new file mode 100644 index 0000000000000000000000000000000000000000..1a55681acbe94e4ff2bb6c0e6b2bb064ae753159 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.50,200,4,102 +2,NA,NA,NA,NA,NA,NA,0.50,200,4,102 +3,NA,NA,NA,NA,NA,NA,0.50,200,4,102 diff --git a/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121_run3.log b/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w200/taobao_a0.50_w200_20260501_022121_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116.csv b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116.csv new file mode 100644 index 0000000000000000000000000000000000000000..4b3df9bcb521ae81c4c3a204c1cd302c646dfba9 --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116.csv @@ -0,0 +1,4 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,alpha,warmup,bufsz_mb,l0_pages +1,NA,NA,NA,NA,NA,NA,0.50,50,4,102 +2,NA,NA,NA,NA,NA,NA,0.50,50,4,102 +3,NA,NA,NA,NA,NA,NA,0.50,50,4,102 diff --git a/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run1.log b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run1.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run2.log b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..cd0179de3661d6dd0e0a79437b387461c1b2799a --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run2.log @@ -0,0 +1,3 @@ +mmap dax: Bad file descriptor +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) diff --git a/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run3.log b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..ea3ef6bb80562a281c94b8afd5a01171fb14d63b --- /dev/null +++ b/ewma_hyperparam/taobao/a0.50_w50/taobao_a0.50_w50_20260501_022116_run3.log @@ -0,0 +1,3 @@ +Mode: DPR-EWMA-POLLUTION | Trace: tb_trace.csv | Layout: tb_se_remap.json +Tables: 3 | Pages: 25917 (101.2 MB) +mmap dax: Bad file descriptor diff --git a/mode5_v2_fairness/avazu/DONE.marker b/mode5_v2_fairness/avazu/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548.csv b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548.csv new file mode 100644 index 0000000000000000000000000000000000000000..d12f91ed3630c28273221e4f10ba23131e153cd1 --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages +1,0.0511,0.0,7,6479,157271,1000,298,1,108,2764 +2,0.0503,28.6,7,6479,157271,1000,298,1,108,2764 +3,0.0503,28.6,7,6479,157271,1000,298,1,108,2764 +4,0.0503,28.6,7,6479,157271,1000,298,1,108,2764 +5,0.0503,28.6,7,6479,157271,1000,298,1,108,2764 diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run1.log b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..53b4765a7ea7ab2fca5daea074ec5624dd5f5f8e --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run1.log @@ -0,0 +1,20 @@ +Mode: DPR-MODEL-UB | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=298 R_thr=1 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=8 l0=166 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=7 l0=174 | 0.0ms avg=0.0ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 1000 | Avg: 0.0511 ms/batch +MEM: 7 (hit=0 miss=7 rate=0.0%) +IO: 6479 | L0: 157271 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run2.log b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..c1e0ce4e19a539f9edb5acb2c1958f9981772c33 --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run2.log @@ -0,0 +1,20 @@ +Mode: DPR-MODEL-UB | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=298 R_thr=1 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=8 l0=166 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=7 l0=174 | 0.0ms avg=0.0ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 1000 | Avg: 0.0503 ms/batch +MEM: 7 (hit=2 miss=5 rate=28.6%) +IO: 6479 | L0: 157271 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run3.log b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..c1e0ce4e19a539f9edb5acb2c1958f9981772c33 --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run3.log @@ -0,0 +1,20 @@ +Mode: DPR-MODEL-UB | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=298 R_thr=1 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=8 l0=166 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=7 l0=174 | 0.0ms avg=0.0ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 1000 | Avg: 0.0503 ms/batch +MEM: 7 (hit=2 miss=5 rate=28.6%) +IO: 6479 | L0: 157271 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run4.log b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..c1e0ce4e19a539f9edb5acb2c1958f9981772c33 --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run4.log @@ -0,0 +1,20 @@ +Mode: DPR-MODEL-UB | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=298 R_thr=1 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=8 l0=166 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=7 l0=174 | 0.0ms avg=0.0ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 1000 | Avg: 0.0503 ms/batch +MEM: 7 (hit=2 miss=5 rate=28.6%) +IO: 6479 | L0: 157271 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run5.log b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..c1e0ce4e19a539f9edb5acb2c1958f9981772c33 --- /dev/null +++ b/mode5_v2_fairness/avazu/avazu_mode5v2_20260502_023548_run5.log @@ -0,0 +1,20 @@ +Mode: DPR-MODEL-UB | Trace: avz_trace.csv | Layout: avz_se_remap.json +Tables: 22 | Pages: 25555 (99.8 MB) +dax mmap: 6144 MB +L0 buffer: 2764 pages (10 MB) | policy=lfu | K_thr=298 R_thr=1 +B 0: pg=129 mem=0(h=0,m=0) io=129 l0=0 | 0.7ms avg=0.7ms +B 100: pg=159 mem=0(h=0,m=0) io=3 l0=156 | 0.0ms avg=0.1ms +B 200: pg=166 mem=0(h=0,m=0) io=5 l0=161 | 0.0ms avg=0.1ms +B 300: pg=176 mem=0(h=0,m=0) io=7 l0=169 | 0.0ms avg=0.1ms +B 400: pg=176 mem=0(h=0,m=0) io=1 l0=175 | 0.0ms avg=0.1ms +B 500: pg=160 mem=0(h=0,m=0) io=5 l0=155 | 0.0ms avg=0.1ms +B 600: pg=182 mem=0(h=0,m=0) io=8 l0=174 | 0.0ms avg=0.0ms +B 700: pg=170 mem=0(h=0,m=0) io=5 l0=165 | 0.0ms avg=0.0ms +B 800: pg=174 mem=0(h=0,m=0) io=8 l0=166 | 0.0ms avg=0.0ms +B 900: pg=181 mem=0(h=0,m=0) io=7 l0=174 | 0.0ms avg=0.0ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 1000 | Avg: 0.0503 ms/batch +MEM: 7 (hit=2 miss=5 rate=28.6%) +IO: 6479 | L0: 157271 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/criteo_kaggle/DONE.marker b/mode5_v2_fairness/criteo_kaggle/DONE.marker new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320.csv b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320.csv new file mode 100644 index 0000000000000000000000000000000000000000..bef7c4affb188d1b3534cc356bfc3696ec2d3145 --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320.csv @@ -0,0 +1,6 @@ +run,avg_ms,hit_rate,mem_total,io_total,l0_total,batches,K_thr,R_thr,bufsz_mb,l0_pages +1,0.6194,99.0,253097,1201821,5698374,10000,21,1,252,6451 +2,0.6182,99.9,253097,1201821,5698374,10000,21,1,252,6451 +3,0.6182,99.9,253097,1201821,5698374,10000,21,1,252,6451 +4,0.6182,99.9,253097,1201821,5698374,10000,21,1,252,6451 +5,0.6182,99.9,253097,1201821,5698374,10000,21,1,252,6451 diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run1.log b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run1.log new file mode 100644 index 0000000000000000000000000000000000000000..1e7a06e2438571cb61209f8206bb92aa1a3566ac --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run1.log @@ -0,0 +1,110 @@ +Mode: DPR-MODEL-UB | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=21 R_thr=1 +B 0: pg=491 mem=25(h=0,m=25) io=466 l0=0 | 2.6ms avg=2.6ms +B 100: pg=704 mem=27(h=26,m=1) io=80 l0=597 | 0.4ms avg=0.5ms +B 200: pg=668 mem=25(h=25,m=0) io=70 l0=573 | 0.4ms avg=0.5ms +B 300: pg=729 mem=25(h=25,m=0) io=110 l0=594 | 0.6ms avg=0.5ms +B 400: pg=706 mem=25(h=25,m=0) io=88 l0=593 | 0.4ms avg=0.5ms +B 500: pg=751 mem=25(h=25,m=0) io=116 l0=610 | 0.6ms avg=0.5ms +B 600: pg=700 mem=25(h=25,m=0) io=109 l0=566 | 0.6ms avg=0.5ms +B 700: pg=713 mem=25(h=25,m=0) io=126 l0=562 | 0.6ms avg=0.5ms +B 800: pg=679 mem=25(h=25,m=0) io=98 l0=556 | 0.5ms avg=0.5ms +B 900: pg=669 mem=25(h=25,m=0) io=91 l0=553 | 0.5ms avg=0.5ms +B1000: pg=685 mem=25(h=25,m=0) io=104 l0=556 | 0.5ms avg=0.5ms +B1100: pg=646 mem=25(h=25,m=0) io=123 l0=498 | 0.6ms avg=0.5ms +B1200: pg=664 mem=25(h=25,m=0) io=100 l0=539 | 0.5ms avg=0.5ms +B1300: pg=700 mem=25(h=25,m=0) io=106 l0=569 | 0.6ms avg=0.5ms +B1400: pg=749 mem=25(h=25,m=0) io=126 l0=598 | 0.6ms avg=0.5ms +B1500: pg=709 mem=25(h=25,m=0) io=97 l0=587 | 0.5ms avg=0.5ms +B1600: pg=690 mem=25(h=25,m=0) io=128 l0=537 | 0.6ms avg=0.5ms +B1700: pg=701 mem=25(h=25,m=0) io=89 l0=587 | 0.5ms avg=0.5ms +B1800: pg=673 mem=25(h=25,m=0) io=110 l0=538 | 0.6ms avg=0.5ms +B1900: pg=698 mem=25(h=25,m=0) io=88 l0=585 | 0.4ms avg=0.5ms +B2000: pg=706 mem=26(h=25,m=1) io=97 l0=583 | 0.5ms avg=0.5ms +B2100: pg=708 mem=25(h=25,m=0) io=102 l0=581 | 0.5ms avg=0.5ms +B2200: pg=751 mem=25(h=25,m=0) io=128 l0=598 | 0.6ms avg=0.5ms +B2300: pg=669 mem=25(h=25,m=0) io=81 l0=563 | 0.4ms avg=0.5ms +B2400: pg=702 mem=25(h=25,m=0) io=103 l0=574 | 0.5ms avg=0.5ms +B2500: pg=683 mem=26(h=25,m=1) io=120 l0=537 | 0.6ms avg=0.5ms +B2600: pg=737 mem=25(h=25,m=0) io=108 l0=604 | 0.6ms avg=0.5ms +B2700: pg=734 mem=25(h=25,m=0) io=90 l0=619 | 0.5ms avg=0.5ms +B2800: pg=739 mem=26(h=25,m=1) io=127 l0=586 | 0.6ms avg=0.5ms +B2900: pg=686 mem=26(h=25,m=1) io=101 l0=559 | 0.5ms avg=0.5ms +B3000: pg=689 mem=25(h=25,m=0) io=72 l0=592 | 0.4ms avg=0.5ms +B3100: pg=660 mem=25(h=25,m=0) io=102 l0=533 | 0.5ms avg=0.5ms +B3200: pg=753 mem=25(h=25,m=0) io=109 l0=619 | 0.6ms avg=0.5ms +B3300: pg=710 mem=26(h=25,m=1) io=115 l0=569 | 0.6ms avg=0.5ms +B3400: pg=711 mem=25(h=25,m=0) io=139 l0=547 | 0.7ms avg=0.5ms +B3500: pg=733 mem=25(h=25,m=0) io=117 l0=591 | 0.6ms avg=0.5ms +B3600: pg=693 mem=26(h=25,m=1) io=92 l0=575 | 0.5ms avg=0.5ms +B3700: pg=704 mem=25(h=25,m=0) io=97 l0=582 | 0.5ms avg=0.5ms +B3800: pg=741 mem=26(h=25,m=1) io=137 l0=578 | 0.7ms avg=0.5ms +B3900: pg=723 mem=25(h=25,m=0) io=110 l0=588 | 0.6ms avg=0.5ms +B4000: pg=695 mem=29(h=25,m=4) io=99 l0=567 | 0.5ms avg=0.5ms +B4100: pg=722 mem=26(h=25,m=1) io=135 l0=561 | 0.7ms avg=0.5ms +B4200: pg=753 mem=26(h=25,m=1) io=131 l0=596 | 0.7ms avg=0.5ms +B4300: pg=734 mem=25(h=25,m=0) io=125 l0=584 | 0.6ms avg=0.5ms +B4400: pg=702 mem=25(h=25,m=0) io=134 l0=543 | 0.7ms avg=0.5ms +B4500: pg=728 mem=25(h=25,m=0) io=113 l0=590 | 0.6ms avg=0.5ms +B4600: pg=721 mem=26(h=25,m=1) io=119 l0=576 | 0.6ms avg=0.5ms +B4700: pg=712 mem=25(h=25,m=0) io=108 l0=579 | 0.6ms avg=0.5ms +B4800: pg=730 mem=26(h=25,m=1) io=124 l0=580 | 0.6ms avg=0.5ms +B4900: pg=806 mem=25(h=25,m=0) io=163 l0=618 | 0.8ms avg=0.5ms +B5000: pg=719 mem=25(h=25,m=0) io=111 l0=583 | 0.6ms avg=0.5ms +B5100: pg=728 mem=25(h=25,m=0) io=139 l0=564 | 0.7ms avg=0.5ms +B5200: pg=709 mem=26(h=25,m=1) io=114 l0=569 | 0.6ms avg=0.5ms +B5300: pg=802 mem=26(h=25,m=1) io=157 l0=619 | 0.8ms avg=0.5ms +B5400: pg=718 mem=26(h=25,m=1) io=121 l0=571 | 0.6ms avg=0.5ms +B5500: pg=719 mem=25(h=25,m=0) io=121 l0=573 | 0.6ms avg=0.5ms +B5600: pg=699 mem=26(h=25,m=1) io=114 l0=559 | 0.6ms avg=0.5ms +B5700: pg=733 mem=25(h=25,m=0) io=115 l0=593 | 0.6ms avg=0.6ms +B5800: pg=740 mem=25(h=25,m=0) io=127 l0=588 | 0.6ms avg=0.6ms +B5900: pg=748 mem=25(h=25,m=0) io=136 l0=587 | 0.7ms avg=0.6ms +B6000: pg=709 mem=25(h=25,m=0) io=118 l0=566 | 0.6ms avg=0.6ms +B6100: pg=780 mem=25(h=25,m=0) io=151 l0=604 | 0.8ms avg=0.6ms +B6200: pg=805 mem=25(h=25,m=0) io=162 l0=618 | 0.8ms avg=0.6ms +B6300: pg=711 mem=26(h=26,m=0) io=114 l0=571 | 0.6ms avg=0.6ms +B6400: pg=725 mem=25(h=25,m=0) io=121 l0=579 | 0.6ms avg=0.6ms +B6500: pg=727 mem=28(h=25,m=3) io=138 l0=561 | 0.7ms avg=0.6ms +B6600: pg=730 mem=26(h=26,m=0) io=140 l0=564 | 0.7ms avg=0.6ms +B6700: pg=778 mem=27(h=25,m=2) io=153 l0=598 | 0.8ms avg=0.6ms +B6800: pg=757 mem=27(h=25,m=2) io=192 l0=538 | 1.0ms avg=0.6ms +B6900: pg=760 mem=27(h=25,m=2) io=157 l0=576 | 0.8ms avg=0.6ms +B7000: pg=752 mem=25(h=25,m=0) io=138 l0=589 | 0.7ms avg=0.6ms +B7100: pg=736 mem=25(h=25,m=0) io=132 l0=579 | 0.7ms avg=0.6ms +B7200: pg=734 mem=26(h=25,m=1) io=120 l0=588 | 0.6ms avg=0.6ms +B7300: pg=734 mem=25(h=25,m=0) io=133 l0=576 | 0.7ms avg=0.6ms +B7400: pg=759 mem=25(h=25,m=0) io=146 l0=588 | 0.8ms avg=0.6ms +B7500: pg=698 mem=25(h=25,m=0) io=95 l0=578 | 0.5ms avg=0.6ms +B7600: pg=701 mem=25(h=25,m=0) io=132 l0=544 | 0.7ms avg=0.6ms +B7700: pg=773 mem=26(h=25,m=1) io=146 l0=601 | 0.8ms avg=0.6ms +B7800: pg=673 mem=25(h=25,m=0) io=104 l0=544 | 0.5ms avg=0.6ms +B7900: pg=760 mem=25(h=25,m=0) io=165 l0=570 | 0.8ms avg=0.6ms +B8000: pg=764 mem=25(h=25,m=0) io=160 l0=579 | 0.8ms avg=0.6ms +B8100: pg=717 mem=25(h=25,m=0) io=155 l0=537 | 0.8ms avg=0.6ms +B8200: pg=763 mem=25(h=25,m=0) io=160 l0=578 | 0.8ms avg=0.6ms +B8300: pg=781 mem=25(h=25,m=0) io=194 l0=562 | 1.0ms avg=0.6ms +B8400: pg=734 mem=26(h=26,m=0) io=92 l0=616 | 0.5ms avg=0.6ms +B8500: pg=771 mem=25(h=25,m=0) io=160 l0=586 | 0.8ms avg=0.6ms +B8600: pg=759 mem=25(h=25,m=0) io=145 l0=589 | 0.8ms avg=0.6ms +B8700: pg=697 mem=25(h=25,m=0) io=116 l0=556 | 0.6ms avg=0.6ms +B8800: pg=722 mem=25(h=25,m=0) io=174 l0=523 | 0.9ms avg=0.6ms +B8900: pg=704 mem=27(h=25,m=2) io=124 l0=553 | 0.6ms avg=0.6ms +B9000: pg=690 mem=25(h=25,m=0) io=106 l0=559 | 0.6ms avg=0.6ms +B9100: pg=756 mem=26(h=26,m=0) io=139 l0=591 | 0.7ms avg=0.6ms +B9200: pg=769 mem=26(h=26,m=0) io=145 l0=598 | 0.8ms avg=0.6ms +B9300: pg=741 mem=25(h=25,m=0) io=121 l0=595 | 0.6ms avg=0.6ms +B9400: pg=767 mem=26(h=25,m=1) io=152 l0=589 | 0.8ms avg=0.6ms +B9500: pg=718 mem=25(h=25,m=0) io=127 l0=566 | 0.6ms avg=0.6ms +B9600: pg=760 mem=26(h=25,m=1) io=150 l0=584 | 0.8ms avg=0.6ms +B9700: pg=770 mem=25(h=25,m=0) io=150 l0=595 | 0.8ms avg=0.6ms +B9800: pg=761 mem=26(h=25,m=1) io=171 l0=564 | 0.9ms avg=0.6ms +B9900: pg=718 mem=26(h=26,m=0) io=125 l0=567 | 0.6ms avg=0.6ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 10000 | Avg: 0.6194 ms/batch +MEM: 253097 (hit=250444 miss=2653 rate=99.0%) +IO: 1201821 | L0: 5698374 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run2.log b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run2.log new file mode 100644 index 0000000000000000000000000000000000000000..6901445d6c11ca43df44c4c95545af5abdd38d42 --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run2.log @@ -0,0 +1,110 @@ +Mode: DPR-MODEL-UB | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=21 R_thr=1 +B 0: pg=491 mem=25(h=14,m=11) io=466 l0=0 | 2.4ms avg=2.4ms +B 100: pg=704 mem=27(h=26,m=1) io=80 l0=597 | 0.4ms avg=0.5ms +B 200: pg=668 mem=25(h=25,m=0) io=70 l0=573 | 0.4ms avg=0.5ms +B 300: pg=729 mem=25(h=25,m=0) io=110 l0=594 | 0.6ms avg=0.5ms +B 400: pg=706 mem=25(h=25,m=0) io=88 l0=593 | 0.4ms avg=0.5ms +B 500: pg=751 mem=25(h=25,m=0) io=116 l0=610 | 0.6ms avg=0.5ms +B 600: pg=700 mem=25(h=25,m=0) io=109 l0=566 | 0.6ms avg=0.5ms +B 700: pg=713 mem=25(h=25,m=0) io=126 l0=562 | 0.6ms avg=0.5ms +B 800: pg=679 mem=25(h=25,m=0) io=98 l0=556 | 0.5ms avg=0.5ms +B 900: pg=669 mem=25(h=25,m=0) io=91 l0=553 | 0.5ms avg=0.5ms +B1000: pg=685 mem=25(h=25,m=0) io=104 l0=556 | 0.5ms avg=0.5ms +B1100: pg=646 mem=25(h=25,m=0) io=123 l0=498 | 0.6ms avg=0.5ms +B1200: pg=664 mem=25(h=25,m=0) io=100 l0=539 | 0.5ms avg=0.5ms +B1300: pg=700 mem=25(h=25,m=0) io=106 l0=569 | 0.6ms avg=0.5ms +B1400: pg=749 mem=25(h=25,m=0) io=126 l0=598 | 0.6ms avg=0.5ms +B1500: pg=709 mem=25(h=25,m=0) io=97 l0=587 | 0.5ms avg=0.5ms +B1600: pg=690 mem=25(h=25,m=0) io=128 l0=537 | 0.6ms avg=0.5ms +B1700: pg=701 mem=25(h=25,m=0) io=89 l0=587 | 0.5ms avg=0.5ms +B1800: pg=673 mem=25(h=25,m=0) io=110 l0=538 | 0.6ms avg=0.5ms +B1900: pg=698 mem=25(h=25,m=0) io=88 l0=585 | 0.4ms avg=0.5ms +B2000: pg=706 mem=26(h=25,m=1) io=97 l0=583 | 0.5ms avg=0.5ms +B2100: pg=708 mem=25(h=25,m=0) io=102 l0=581 | 0.5ms avg=0.5ms +B2200: pg=751 mem=25(h=25,m=0) io=128 l0=598 | 0.6ms avg=0.5ms +B2300: pg=669 mem=25(h=25,m=0) io=81 l0=563 | 0.4ms avg=0.5ms +B2400: pg=702 mem=25(h=25,m=0) io=103 l0=574 | 0.5ms avg=0.5ms +B2500: pg=683 mem=26(h=26,m=0) io=120 l0=537 | 0.6ms avg=0.5ms +B2600: pg=737 mem=25(h=25,m=0) io=108 l0=604 | 0.6ms avg=0.5ms +B2700: pg=734 mem=25(h=25,m=0) io=90 l0=619 | 0.5ms avg=0.5ms +B2800: pg=739 mem=26(h=26,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B2900: pg=686 mem=26(h=26,m=0) io=101 l0=559 | 0.5ms avg=0.5ms +B3000: pg=689 mem=25(h=25,m=0) io=72 l0=592 | 0.4ms avg=0.5ms +B3100: pg=660 mem=25(h=25,m=0) io=102 l0=533 | 0.5ms avg=0.5ms +B3200: pg=753 mem=25(h=25,m=0) io=109 l0=619 | 0.6ms avg=0.5ms +B3300: pg=710 mem=26(h=26,m=0) io=115 l0=569 | 0.6ms avg=0.5ms +B3400: pg=711 mem=25(h=25,m=0) io=139 l0=547 | 0.7ms avg=0.5ms +B3500: pg=733 mem=25(h=25,m=0) io=117 l0=591 | 0.6ms avg=0.5ms +B3600: pg=693 mem=26(h=26,m=0) io=92 l0=575 | 0.5ms avg=0.5ms +B3700: pg=704 mem=25(h=25,m=0) io=97 l0=582 | 0.5ms avg=0.5ms +B3800: pg=741 mem=26(h=26,m=0) io=137 l0=578 | 0.7ms avg=0.5ms +B3900: pg=723 mem=25(h=25,m=0) io=110 l0=588 | 0.6ms avg=0.5ms +B4000: pg=695 mem=29(h=27,m=2) io=99 l0=567 | 0.5ms avg=0.5ms +B4100: pg=722 mem=26(h=26,m=0) io=135 l0=561 | 0.7ms avg=0.5ms +B4200: pg=753 mem=26(h=26,m=0) io=131 l0=596 | 0.7ms avg=0.5ms +B4300: pg=734 mem=25(h=25,m=0) io=125 l0=584 | 0.6ms avg=0.5ms +B4400: pg=702 mem=25(h=25,m=0) io=134 l0=543 | 0.7ms avg=0.5ms +B4500: pg=728 mem=25(h=25,m=0) io=113 l0=590 | 0.6ms avg=0.5ms +B4600: pg=721 mem=26(h=26,m=0) io=119 l0=576 | 0.6ms avg=0.5ms +B4700: pg=712 mem=25(h=25,m=0) io=108 l0=579 | 0.6ms avg=0.5ms +B4800: pg=730 mem=26(h=25,m=1) io=124 l0=580 | 0.6ms avg=0.5ms +B4900: pg=806 mem=25(h=25,m=0) io=163 l0=618 | 0.8ms avg=0.5ms +B5000: pg=719 mem=25(h=25,m=0) io=111 l0=583 | 0.6ms avg=0.5ms +B5100: pg=728 mem=25(h=25,m=0) io=139 l0=564 | 0.7ms avg=0.5ms +B5200: pg=709 mem=26(h=26,m=0) io=114 l0=569 | 0.6ms avg=0.5ms +B5300: pg=802 mem=26(h=26,m=0) io=157 l0=619 | 0.8ms avg=0.5ms +B5400: pg=718 mem=26(h=26,m=0) io=121 l0=571 | 0.6ms avg=0.5ms +B5500: pg=719 mem=25(h=25,m=0) io=121 l0=573 | 0.6ms avg=0.5ms +B5600: pg=699 mem=26(h=26,m=0) io=114 l0=559 | 0.6ms avg=0.5ms +B5700: pg=733 mem=25(h=25,m=0) io=115 l0=593 | 0.6ms avg=0.6ms +B5800: pg=740 mem=25(h=25,m=0) io=127 l0=588 | 0.6ms avg=0.6ms +B5900: pg=748 mem=25(h=25,m=0) io=136 l0=587 | 0.7ms avg=0.6ms +B6000: pg=709 mem=25(h=25,m=0) io=118 l0=566 | 0.6ms avg=0.6ms +B6100: pg=780 mem=25(h=25,m=0) io=151 l0=604 | 0.8ms avg=0.6ms +B6200: pg=805 mem=25(h=25,m=0) io=162 l0=618 | 0.8ms avg=0.6ms +B6300: pg=711 mem=26(h=26,m=0) io=114 l0=571 | 0.6ms avg=0.6ms +B6400: pg=725 mem=25(h=25,m=0) io=121 l0=579 | 0.6ms avg=0.6ms +B6500: pg=727 mem=28(h=28,m=0) io=138 l0=561 | 0.7ms avg=0.6ms +B6600: pg=730 mem=26(h=26,m=0) io=140 l0=564 | 0.7ms avg=0.6ms +B6700: pg=778 mem=27(h=26,m=1) io=153 l0=598 | 0.8ms avg=0.6ms +B6800: pg=757 mem=27(h=26,m=1) io=192 l0=538 | 1.0ms avg=0.6ms +B6900: pg=760 mem=27(h=26,m=1) io=157 l0=576 | 0.8ms avg=0.6ms +B7000: pg=752 mem=25(h=25,m=0) io=138 l0=589 | 0.7ms avg=0.6ms +B7100: pg=736 mem=25(h=25,m=0) io=132 l0=579 | 0.7ms avg=0.6ms +B7200: pg=734 mem=26(h=26,m=0) io=120 l0=588 | 0.6ms avg=0.6ms +B7300: pg=734 mem=25(h=25,m=0) io=133 l0=576 | 0.7ms avg=0.6ms +B7400: pg=759 mem=25(h=25,m=0) io=146 l0=588 | 0.8ms avg=0.6ms +B7500: pg=698 mem=25(h=25,m=0) io=95 l0=578 | 0.5ms avg=0.6ms +B7600: pg=701 mem=25(h=25,m=0) io=132 l0=544 | 0.7ms avg=0.6ms +B7700: pg=773 mem=26(h=26,m=0) io=146 l0=601 | 0.8ms avg=0.6ms +B7800: pg=673 mem=25(h=25,m=0) io=104 l0=544 | 0.5ms avg=0.6ms +B7900: pg=760 mem=25(h=25,m=0) io=165 l0=570 | 0.8ms avg=0.6ms +B8000: pg=764 mem=25(h=25,m=0) io=160 l0=579 | 0.8ms avg=0.6ms +B8100: pg=717 mem=25(h=25,m=0) io=155 l0=537 | 0.8ms avg=0.6ms +B8200: pg=763 mem=25(h=25,m=0) io=160 l0=578 | 0.8ms avg=0.6ms +B8300: pg=781 mem=25(h=25,m=0) io=194 l0=562 | 1.0ms avg=0.6ms +B8400: pg=734 mem=26(h=26,m=0) io=92 l0=616 | 0.5ms avg=0.6ms +B8500: pg=771 mem=25(h=25,m=0) io=160 l0=586 | 0.8ms avg=0.6ms +B8600: pg=759 mem=25(h=25,m=0) io=145 l0=589 | 0.8ms avg=0.6ms +B8700: pg=697 mem=25(h=25,m=0) io=116 l0=556 | 0.6ms avg=0.6ms +B8800: pg=722 mem=25(h=25,m=0) io=174 l0=523 | 0.9ms avg=0.6ms +B8900: pg=704 mem=27(h=26,m=1) io=124 l0=553 | 0.6ms avg=0.6ms +B9000: pg=690 mem=25(h=25,m=0) io=106 l0=559 | 0.6ms avg=0.6ms +B9100: pg=756 mem=26(h=26,m=0) io=139 l0=591 | 0.7ms avg=0.6ms +B9200: pg=769 mem=26(h=26,m=0) io=145 l0=598 | 0.8ms avg=0.6ms +B9300: pg=741 mem=25(h=25,m=0) io=121 l0=595 | 0.6ms avg=0.6ms +B9400: pg=767 mem=26(h=26,m=0) io=152 l0=589 | 0.8ms avg=0.6ms +B9500: pg=718 mem=25(h=25,m=0) io=127 l0=566 | 0.6ms avg=0.6ms +B9600: pg=760 mem=26(h=26,m=0) io=150 l0=584 | 0.8ms avg=0.6ms +B9700: pg=770 mem=25(h=25,m=0) io=150 l0=595 | 0.8ms avg=0.6ms +B9800: pg=761 mem=26(h=26,m=0) io=171 l0=564 | 0.9ms avg=0.6ms +B9900: pg=718 mem=26(h=26,m=0) io=125 l0=567 | 0.6ms avg=0.6ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 10000 | Avg: 0.6182 ms/batch +MEM: 253097 (hit=252744 miss=353 rate=99.9%) +IO: 1201821 | L0: 5698374 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run3.log b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run3.log new file mode 100644 index 0000000000000000000000000000000000000000..4e6c9a18647e409ca83c4dc6d37fb54c3881a811 --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run3.log @@ -0,0 +1,110 @@ +Mode: DPR-MODEL-UB | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=21 R_thr=1 +B 0: pg=491 mem=25(h=14,m=11) io=466 l0=0 | 2.4ms avg=2.4ms +B 100: pg=704 mem=27(h=26,m=1) io=80 l0=597 | 0.4ms avg=0.5ms +B 200: pg=668 mem=25(h=25,m=0) io=70 l0=573 | 0.4ms avg=0.5ms +B 300: pg=729 mem=25(h=25,m=0) io=110 l0=594 | 0.6ms avg=0.5ms +B 400: pg=706 mem=25(h=25,m=0) io=88 l0=593 | 0.4ms avg=0.5ms +B 500: pg=751 mem=25(h=25,m=0) io=116 l0=610 | 0.6ms avg=0.5ms +B 600: pg=700 mem=25(h=25,m=0) io=109 l0=566 | 0.6ms avg=0.5ms +B 700: pg=713 mem=25(h=25,m=0) io=126 l0=562 | 0.6ms avg=0.5ms +B 800: pg=679 mem=25(h=25,m=0) io=98 l0=556 | 0.5ms avg=0.5ms +B 900: pg=669 mem=25(h=25,m=0) io=91 l0=553 | 0.5ms avg=0.5ms +B1000: pg=685 mem=25(h=25,m=0) io=104 l0=556 | 0.5ms avg=0.5ms +B1100: pg=646 mem=25(h=25,m=0) io=123 l0=498 | 0.6ms avg=0.5ms +B1200: pg=664 mem=25(h=25,m=0) io=100 l0=539 | 0.5ms avg=0.5ms +B1300: pg=700 mem=25(h=25,m=0) io=106 l0=569 | 0.6ms avg=0.5ms +B1400: pg=749 mem=25(h=25,m=0) io=126 l0=598 | 0.6ms avg=0.5ms +B1500: pg=709 mem=25(h=25,m=0) io=97 l0=587 | 0.5ms avg=0.5ms +B1600: pg=690 mem=25(h=25,m=0) io=128 l0=537 | 0.6ms avg=0.5ms +B1700: pg=701 mem=25(h=25,m=0) io=89 l0=587 | 0.5ms avg=0.5ms +B1800: pg=673 mem=25(h=25,m=0) io=110 l0=538 | 0.6ms avg=0.5ms +B1900: pg=698 mem=25(h=25,m=0) io=88 l0=585 | 0.4ms avg=0.5ms +B2000: pg=706 mem=26(h=25,m=1) io=97 l0=583 | 0.5ms avg=0.5ms +B2100: pg=708 mem=25(h=25,m=0) io=102 l0=581 | 0.5ms avg=0.5ms +B2200: pg=751 mem=25(h=25,m=0) io=128 l0=598 | 0.6ms avg=0.5ms +B2300: pg=669 mem=25(h=25,m=0) io=81 l0=563 | 0.4ms avg=0.5ms +B2400: pg=702 mem=25(h=25,m=0) io=103 l0=574 | 0.5ms avg=0.5ms +B2500: pg=683 mem=26(h=26,m=0) io=120 l0=537 | 0.6ms avg=0.5ms +B2600: pg=737 mem=25(h=25,m=0) io=108 l0=604 | 0.6ms avg=0.5ms +B2700: pg=734 mem=25(h=25,m=0) io=90 l0=619 | 0.5ms avg=0.5ms +B2800: pg=739 mem=26(h=26,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B2900: pg=686 mem=26(h=26,m=0) io=101 l0=559 | 0.5ms avg=0.5ms +B3000: pg=689 mem=25(h=25,m=0) io=72 l0=592 | 0.4ms avg=0.5ms +B3100: pg=660 mem=25(h=25,m=0) io=102 l0=533 | 0.5ms avg=0.5ms +B3200: pg=753 mem=25(h=25,m=0) io=109 l0=619 | 0.6ms avg=0.5ms +B3300: pg=710 mem=26(h=26,m=0) io=115 l0=569 | 0.6ms avg=0.5ms +B3400: pg=711 mem=25(h=25,m=0) io=139 l0=547 | 0.7ms avg=0.5ms +B3500: pg=733 mem=25(h=25,m=0) io=117 l0=591 | 0.6ms avg=0.5ms +B3600: pg=693 mem=26(h=26,m=0) io=92 l0=575 | 0.5ms avg=0.5ms +B3700: pg=704 mem=25(h=25,m=0) io=97 l0=582 | 0.5ms avg=0.5ms +B3800: pg=741 mem=26(h=26,m=0) io=137 l0=578 | 0.7ms avg=0.5ms +B3900: pg=723 mem=25(h=25,m=0) io=110 l0=588 | 0.6ms avg=0.5ms +B4000: pg=695 mem=29(h=27,m=2) io=99 l0=567 | 0.5ms avg=0.5ms +B4100: pg=722 mem=26(h=26,m=0) io=135 l0=561 | 0.7ms avg=0.5ms +B4200: pg=753 mem=26(h=26,m=0) io=131 l0=596 | 0.7ms avg=0.5ms +B4300: pg=734 mem=25(h=25,m=0) io=125 l0=584 | 0.6ms avg=0.5ms +B4400: pg=702 mem=25(h=25,m=0) io=134 l0=543 | 0.7ms avg=0.5ms +B4500: pg=728 mem=25(h=25,m=0) io=113 l0=590 | 0.6ms avg=0.5ms +B4600: pg=721 mem=26(h=26,m=0) io=119 l0=576 | 0.6ms avg=0.5ms +B4700: pg=712 mem=25(h=25,m=0) io=108 l0=579 | 0.6ms avg=0.5ms +B4800: pg=730 mem=26(h=25,m=1) io=124 l0=580 | 0.6ms avg=0.5ms +B4900: pg=806 mem=25(h=25,m=0) io=163 l0=618 | 0.8ms avg=0.5ms +B5000: pg=719 mem=25(h=25,m=0) io=111 l0=583 | 0.6ms avg=0.5ms +B5100: pg=728 mem=25(h=25,m=0) io=139 l0=564 | 0.7ms avg=0.5ms +B5200: pg=709 mem=26(h=26,m=0) io=114 l0=569 | 0.6ms avg=0.5ms +B5300: pg=802 mem=26(h=26,m=0) io=157 l0=619 | 0.8ms avg=0.5ms +B5400: pg=718 mem=26(h=26,m=0) io=121 l0=571 | 0.6ms avg=0.5ms +B5500: pg=719 mem=25(h=25,m=0) io=121 l0=573 | 0.6ms avg=0.5ms +B5600: pg=699 mem=26(h=26,m=0) io=114 l0=559 | 0.6ms avg=0.5ms +B5700: pg=733 mem=25(h=25,m=0) io=115 l0=593 | 0.6ms avg=0.6ms +B5800: pg=740 mem=25(h=25,m=0) io=127 l0=588 | 0.6ms avg=0.6ms +B5900: pg=748 mem=25(h=25,m=0) io=136 l0=587 | 0.7ms avg=0.6ms +B6000: pg=709 mem=25(h=25,m=0) io=118 l0=566 | 0.6ms avg=0.6ms +B6100: pg=780 mem=25(h=25,m=0) io=151 l0=604 | 0.8ms avg=0.6ms +B6200: pg=805 mem=25(h=25,m=0) io=162 l0=618 | 0.8ms avg=0.6ms +B6300: pg=711 mem=26(h=26,m=0) io=114 l0=571 | 0.6ms avg=0.6ms +B6400: pg=725 mem=25(h=25,m=0) io=121 l0=579 | 0.6ms avg=0.6ms +B6500: pg=727 mem=28(h=28,m=0) io=138 l0=561 | 0.7ms avg=0.6ms +B6600: pg=730 mem=26(h=26,m=0) io=140 l0=564 | 0.7ms avg=0.6ms +B6700: pg=778 mem=27(h=26,m=1) io=153 l0=598 | 0.8ms avg=0.6ms +B6800: pg=757 mem=27(h=26,m=1) io=192 l0=538 | 1.0ms avg=0.6ms +B6900: pg=760 mem=27(h=26,m=1) io=157 l0=576 | 0.8ms avg=0.6ms +B7000: pg=752 mem=25(h=25,m=0) io=138 l0=589 | 0.7ms avg=0.6ms +B7100: pg=736 mem=25(h=25,m=0) io=132 l0=579 | 0.7ms avg=0.6ms +B7200: pg=734 mem=26(h=26,m=0) io=120 l0=588 | 0.6ms avg=0.6ms +B7300: pg=734 mem=25(h=25,m=0) io=133 l0=576 | 0.7ms avg=0.6ms +B7400: pg=759 mem=25(h=25,m=0) io=146 l0=588 | 0.8ms avg=0.6ms +B7500: pg=698 mem=25(h=25,m=0) io=95 l0=578 | 0.5ms avg=0.6ms +B7600: pg=701 mem=25(h=25,m=0) io=132 l0=544 | 0.7ms avg=0.6ms +B7700: pg=773 mem=26(h=26,m=0) io=146 l0=601 | 0.8ms avg=0.6ms +B7800: pg=673 mem=25(h=25,m=0) io=104 l0=544 | 0.5ms avg=0.6ms +B7900: pg=760 mem=25(h=25,m=0) io=165 l0=570 | 0.8ms avg=0.6ms +B8000: pg=764 mem=25(h=25,m=0) io=160 l0=579 | 0.8ms avg=0.6ms +B8100: pg=717 mem=25(h=25,m=0) io=155 l0=537 | 0.8ms avg=0.6ms +B8200: pg=763 mem=25(h=25,m=0) io=160 l0=578 | 0.8ms avg=0.6ms +B8300: pg=781 mem=25(h=25,m=0) io=194 l0=562 | 1.0ms avg=0.6ms +B8400: pg=734 mem=26(h=26,m=0) io=92 l0=616 | 0.5ms avg=0.6ms +B8500: pg=771 mem=25(h=25,m=0) io=160 l0=586 | 0.8ms avg=0.6ms +B8600: pg=759 mem=25(h=25,m=0) io=145 l0=589 | 0.8ms avg=0.6ms +B8700: pg=697 mem=25(h=25,m=0) io=116 l0=556 | 0.6ms avg=0.6ms +B8800: pg=722 mem=25(h=25,m=0) io=174 l0=523 | 0.9ms avg=0.6ms +B8900: pg=704 mem=27(h=26,m=1) io=124 l0=553 | 0.6ms avg=0.6ms +B9000: pg=690 mem=25(h=24,m=1) io=106 l0=559 | 0.6ms avg=0.6ms +B9100: pg=756 mem=26(h=26,m=0) io=139 l0=591 | 0.7ms avg=0.6ms +B9200: pg=769 mem=26(h=26,m=0) io=145 l0=598 | 0.8ms avg=0.6ms +B9300: pg=741 mem=25(h=25,m=0) io=121 l0=595 | 0.6ms avg=0.6ms +B9400: pg=767 mem=26(h=26,m=0) io=152 l0=589 | 0.8ms avg=0.6ms +B9500: pg=718 mem=25(h=25,m=0) io=127 l0=566 | 0.6ms avg=0.6ms +B9600: pg=760 mem=26(h=26,m=0) io=150 l0=584 | 0.8ms avg=0.6ms +B9700: pg=770 mem=25(h=25,m=0) io=150 l0=595 | 0.8ms avg=0.6ms +B9800: pg=761 mem=26(h=26,m=0) io=171 l0=564 | 0.9ms avg=0.6ms +B9900: pg=718 mem=26(h=26,m=0) io=125 l0=567 | 0.6ms avg=0.6ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 10000 | Avg: 0.6182 ms/batch +MEM: 253097 (hit=252740 miss=357 rate=99.9%) +IO: 1201821 | L0: 5698374 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run4.log b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run4.log new file mode 100644 index 0000000000000000000000000000000000000000..bbab2835fb5f517efa6053a58963be1f26e75457 --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run4.log @@ -0,0 +1,110 @@ +Mode: DPR-MODEL-UB | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=21 R_thr=1 +B 0: pg=491 mem=25(h=14,m=11) io=466 l0=0 | 2.4ms avg=2.4ms +B 100: pg=704 mem=27(h=26,m=1) io=80 l0=597 | 0.4ms avg=0.5ms +B 200: pg=668 mem=25(h=25,m=0) io=70 l0=573 | 0.4ms avg=0.5ms +B 300: pg=729 mem=25(h=25,m=0) io=110 l0=594 | 0.6ms avg=0.5ms +B 400: pg=706 mem=25(h=25,m=0) io=88 l0=593 | 0.4ms avg=0.5ms +B 500: pg=751 mem=25(h=25,m=0) io=116 l0=610 | 0.6ms avg=0.5ms +B 600: pg=700 mem=25(h=25,m=0) io=109 l0=566 | 0.6ms avg=0.5ms +B 700: pg=713 mem=25(h=25,m=0) io=126 l0=562 | 0.6ms avg=0.5ms +B 800: pg=679 mem=25(h=25,m=0) io=98 l0=556 | 0.5ms avg=0.5ms +B 900: pg=669 mem=25(h=25,m=0) io=91 l0=553 | 0.5ms avg=0.5ms +B1000: pg=685 mem=25(h=25,m=0) io=104 l0=556 | 0.5ms avg=0.5ms +B1100: pg=646 mem=25(h=25,m=0) io=123 l0=498 | 0.6ms avg=0.5ms +B1200: pg=664 mem=25(h=25,m=0) io=100 l0=539 | 0.5ms avg=0.5ms +B1300: pg=700 mem=25(h=25,m=0) io=106 l0=569 | 0.6ms avg=0.5ms +B1400: pg=749 mem=25(h=25,m=0) io=126 l0=598 | 0.6ms avg=0.5ms +B1500: pg=709 mem=25(h=25,m=0) io=97 l0=587 | 0.5ms avg=0.5ms +B1600: pg=690 mem=25(h=25,m=0) io=128 l0=537 | 0.6ms avg=0.5ms +B1700: pg=701 mem=25(h=25,m=0) io=89 l0=587 | 0.5ms avg=0.5ms +B1800: pg=673 mem=25(h=25,m=0) io=110 l0=538 | 0.6ms avg=0.5ms +B1900: pg=698 mem=25(h=25,m=0) io=88 l0=585 | 0.4ms avg=0.5ms +B2000: pg=706 mem=26(h=25,m=1) io=97 l0=583 | 0.5ms avg=0.5ms +B2100: pg=708 mem=25(h=25,m=0) io=102 l0=581 | 0.5ms avg=0.5ms +B2200: pg=751 mem=25(h=25,m=0) io=128 l0=598 | 0.6ms avg=0.5ms +B2300: pg=669 mem=25(h=25,m=0) io=81 l0=563 | 0.4ms avg=0.5ms +B2400: pg=702 mem=25(h=25,m=0) io=103 l0=574 | 0.5ms avg=0.5ms +B2500: pg=683 mem=26(h=26,m=0) io=120 l0=537 | 0.6ms avg=0.5ms +B2600: pg=737 mem=25(h=25,m=0) io=108 l0=604 | 0.6ms avg=0.5ms +B2700: pg=734 mem=25(h=25,m=0) io=90 l0=619 | 0.5ms avg=0.5ms +B2800: pg=739 mem=26(h=26,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B2900: pg=686 mem=26(h=26,m=0) io=101 l0=559 | 0.5ms avg=0.5ms +B3000: pg=689 mem=25(h=25,m=0) io=72 l0=592 | 0.4ms avg=0.5ms +B3100: pg=660 mem=25(h=25,m=0) io=102 l0=533 | 0.5ms avg=0.5ms +B3200: pg=753 mem=25(h=25,m=0) io=109 l0=619 | 0.6ms avg=0.5ms +B3300: pg=710 mem=26(h=26,m=0) io=115 l0=569 | 0.6ms avg=0.5ms +B3400: pg=711 mem=25(h=25,m=0) io=139 l0=547 | 0.7ms avg=0.5ms +B3500: pg=733 mem=25(h=25,m=0) io=117 l0=591 | 0.6ms avg=0.5ms +B3600: pg=693 mem=26(h=26,m=0) io=92 l0=575 | 0.5ms avg=0.5ms +B3700: pg=704 mem=25(h=25,m=0) io=97 l0=582 | 0.5ms avg=0.5ms +B3800: pg=741 mem=26(h=26,m=0) io=137 l0=578 | 0.7ms avg=0.5ms +B3900: pg=723 mem=25(h=25,m=0) io=110 l0=588 | 0.6ms avg=0.5ms +B4000: pg=695 mem=29(h=27,m=2) io=99 l0=567 | 0.5ms avg=0.5ms +B4100: pg=722 mem=26(h=26,m=0) io=135 l0=561 | 0.7ms avg=0.5ms +B4200: pg=753 mem=26(h=26,m=0) io=131 l0=596 | 0.7ms avg=0.5ms +B4300: pg=734 mem=25(h=25,m=0) io=125 l0=584 | 0.6ms avg=0.5ms +B4400: pg=702 mem=25(h=25,m=0) io=134 l0=543 | 0.7ms avg=0.5ms +B4500: pg=728 mem=25(h=25,m=0) io=113 l0=590 | 0.6ms avg=0.5ms +B4600: pg=721 mem=26(h=26,m=0) io=119 l0=576 | 0.6ms avg=0.5ms +B4700: pg=712 mem=25(h=25,m=0) io=108 l0=579 | 0.6ms avg=0.5ms +B4800: pg=730 mem=26(h=25,m=1) io=124 l0=580 | 0.6ms avg=0.5ms +B4900: pg=806 mem=25(h=25,m=0) io=163 l0=618 | 0.8ms avg=0.5ms +B5000: pg=719 mem=25(h=25,m=0) io=111 l0=583 | 0.6ms avg=0.5ms +B5100: pg=728 mem=25(h=25,m=0) io=139 l0=564 | 0.7ms avg=0.5ms +B5200: pg=709 mem=26(h=26,m=0) io=114 l0=569 | 0.6ms avg=0.5ms +B5300: pg=802 mem=26(h=26,m=0) io=157 l0=619 | 0.8ms avg=0.5ms +B5400: pg=718 mem=26(h=26,m=0) io=121 l0=571 | 0.6ms avg=0.5ms +B5500: pg=719 mem=25(h=25,m=0) io=121 l0=573 | 0.6ms avg=0.5ms +B5600: pg=699 mem=26(h=26,m=0) io=114 l0=559 | 0.6ms avg=0.5ms +B5700: pg=733 mem=25(h=25,m=0) io=115 l0=593 | 0.6ms avg=0.6ms +B5800: pg=740 mem=25(h=25,m=0) io=127 l0=588 | 0.6ms avg=0.6ms +B5900: pg=748 mem=25(h=25,m=0) io=136 l0=587 | 0.7ms avg=0.6ms +B6000: pg=709 mem=25(h=25,m=0) io=118 l0=566 | 0.6ms avg=0.6ms +B6100: pg=780 mem=25(h=25,m=0) io=151 l0=604 | 0.8ms avg=0.6ms +B6200: pg=805 mem=25(h=25,m=0) io=162 l0=618 | 0.8ms avg=0.6ms +B6300: pg=711 mem=26(h=26,m=0) io=114 l0=571 | 0.6ms avg=0.6ms +B6400: pg=725 mem=25(h=25,m=0) io=121 l0=579 | 0.6ms avg=0.6ms +B6500: pg=727 mem=28(h=28,m=0) io=138 l0=561 | 0.7ms avg=0.6ms +B6600: pg=730 mem=26(h=26,m=0) io=140 l0=564 | 0.7ms avg=0.6ms +B6700: pg=778 mem=27(h=26,m=1) io=153 l0=598 | 0.8ms avg=0.6ms +B6800: pg=757 mem=27(h=26,m=1) io=192 l0=538 | 1.0ms avg=0.6ms +B6900: pg=760 mem=27(h=26,m=1) io=157 l0=576 | 0.8ms avg=0.6ms +B7000: pg=752 mem=25(h=25,m=0) io=138 l0=589 | 0.7ms avg=0.6ms +B7100: pg=736 mem=25(h=25,m=0) io=132 l0=579 | 0.7ms avg=0.6ms +B7200: pg=734 mem=26(h=26,m=0) io=120 l0=588 | 0.6ms avg=0.6ms +B7300: pg=734 mem=25(h=25,m=0) io=133 l0=576 | 0.7ms avg=0.6ms +B7400: pg=759 mem=25(h=25,m=0) io=146 l0=588 | 0.8ms avg=0.6ms +B7500: pg=698 mem=25(h=25,m=0) io=95 l0=578 | 0.5ms avg=0.6ms +B7600: pg=701 mem=25(h=25,m=0) io=132 l0=544 | 0.7ms avg=0.6ms +B7700: pg=773 mem=26(h=26,m=0) io=146 l0=601 | 0.8ms avg=0.6ms +B7800: pg=673 mem=25(h=25,m=0) io=104 l0=544 | 0.5ms avg=0.6ms +B7900: pg=760 mem=25(h=25,m=0) io=165 l0=570 | 0.8ms avg=0.6ms +B8000: pg=764 mem=25(h=25,m=0) io=160 l0=579 | 0.8ms avg=0.6ms +B8100: pg=717 mem=25(h=25,m=0) io=155 l0=537 | 0.8ms avg=0.6ms +B8200: pg=763 mem=25(h=25,m=0) io=160 l0=578 | 0.8ms avg=0.6ms +B8300: pg=781 mem=25(h=25,m=0) io=194 l0=562 | 1.0ms avg=0.6ms +B8400: pg=734 mem=26(h=26,m=0) io=92 l0=616 | 0.5ms avg=0.6ms +B8500: pg=771 mem=25(h=25,m=0) io=160 l0=586 | 0.8ms avg=0.6ms +B8600: pg=759 mem=25(h=25,m=0) io=145 l0=589 | 0.8ms avg=0.6ms +B8700: pg=697 mem=25(h=25,m=0) io=116 l0=556 | 0.6ms avg=0.6ms +B8800: pg=722 mem=25(h=25,m=0) io=174 l0=523 | 0.9ms avg=0.6ms +B8900: pg=704 mem=27(h=26,m=1) io=124 l0=553 | 0.6ms avg=0.6ms +B9000: pg=690 mem=25(h=25,m=0) io=106 l0=559 | 0.6ms avg=0.6ms +B9100: pg=756 mem=26(h=26,m=0) io=139 l0=591 | 0.7ms avg=0.6ms +B9200: pg=769 mem=26(h=26,m=0) io=145 l0=598 | 0.8ms avg=0.6ms +B9300: pg=741 mem=25(h=25,m=0) io=121 l0=595 | 0.6ms avg=0.6ms +B9400: pg=767 mem=26(h=26,m=0) io=152 l0=589 | 0.8ms avg=0.6ms +B9500: pg=718 mem=25(h=25,m=0) io=127 l0=566 | 0.6ms avg=0.6ms +B9600: pg=760 mem=26(h=26,m=0) io=150 l0=584 | 0.8ms avg=0.6ms +B9700: pg=770 mem=25(h=25,m=0) io=150 l0=595 | 0.8ms avg=0.6ms +B9800: pg=761 mem=26(h=26,m=0) io=171 l0=564 | 0.9ms avg=0.6ms +B9900: pg=718 mem=26(h=26,m=0) io=125 l0=567 | 0.6ms avg=0.6ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 10000 | Avg: 0.6182 ms/batch +MEM: 253097 (hit=252747 miss=350 rate=99.9%) +IO: 1201821 | L0: 5698374 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run5.log b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run5.log new file mode 100644 index 0000000000000000000000000000000000000000..183efc3204df9c55b1af9f88415fdfa5e7123e31 --- /dev/null +++ b/mode5_v2_fairness/criteo_kaggle/criteo_kaggle_mode5v2_20260502_023320_run5.log @@ -0,0 +1,110 @@ +Mode: DPR-MODEL-UB | Trace: inference_trace.csv | Layout: ck_se_remap.json +Tables: 26 | Pages: 1377256 (5379.9 MB) +dax mmap: 6144 MB +L0 buffer: 6451 pages (25 MB) | policy=lfu | K_thr=21 R_thr=1 +B 0: pg=491 mem=25(h=14,m=11) io=466 l0=0 | 2.4ms avg=2.4ms +B 100: pg=704 mem=27(h=26,m=1) io=80 l0=597 | 0.4ms avg=0.5ms +B 200: pg=668 mem=25(h=25,m=0) io=70 l0=573 | 0.4ms avg=0.5ms +B 300: pg=729 mem=25(h=25,m=0) io=110 l0=594 | 0.6ms avg=0.5ms +B 400: pg=706 mem=25(h=25,m=0) io=88 l0=593 | 0.4ms avg=0.5ms +B 500: pg=751 mem=25(h=25,m=0) io=116 l0=610 | 0.6ms avg=0.5ms +B 600: pg=700 mem=25(h=25,m=0) io=109 l0=566 | 0.6ms avg=0.5ms +B 700: pg=713 mem=25(h=25,m=0) io=126 l0=562 | 0.6ms avg=0.5ms +B 800: pg=679 mem=25(h=25,m=0) io=98 l0=556 | 0.5ms avg=0.5ms +B 900: pg=669 mem=25(h=25,m=0) io=91 l0=553 | 0.5ms avg=0.5ms +B1000: pg=685 mem=25(h=25,m=0) io=104 l0=556 | 0.5ms avg=0.5ms +B1100: pg=646 mem=25(h=25,m=0) io=123 l0=498 | 0.6ms avg=0.5ms +B1200: pg=664 mem=25(h=25,m=0) io=100 l0=539 | 0.5ms avg=0.5ms +B1300: pg=700 mem=25(h=25,m=0) io=106 l0=569 | 0.6ms avg=0.5ms +B1400: pg=749 mem=25(h=25,m=0) io=126 l0=598 | 0.6ms avg=0.5ms +B1500: pg=709 mem=25(h=25,m=0) io=97 l0=587 | 0.5ms avg=0.5ms +B1600: pg=690 mem=25(h=25,m=0) io=128 l0=537 | 0.6ms avg=0.5ms +B1700: pg=701 mem=25(h=25,m=0) io=89 l0=587 | 0.5ms avg=0.5ms +B1800: pg=673 mem=25(h=25,m=0) io=110 l0=538 | 0.6ms avg=0.5ms +B1900: pg=698 mem=25(h=25,m=0) io=88 l0=585 | 0.4ms avg=0.5ms +B2000: pg=706 mem=26(h=25,m=1) io=97 l0=583 | 0.5ms avg=0.5ms +B2100: pg=708 mem=25(h=25,m=0) io=102 l0=581 | 0.5ms avg=0.5ms +B2200: pg=751 mem=25(h=25,m=0) io=128 l0=598 | 0.6ms avg=0.5ms +B2300: pg=669 mem=25(h=25,m=0) io=81 l0=563 | 0.4ms avg=0.5ms +B2400: pg=702 mem=25(h=25,m=0) io=103 l0=574 | 0.5ms avg=0.5ms +B2500: pg=683 mem=26(h=26,m=0) io=120 l0=537 | 0.6ms avg=0.5ms +B2600: pg=737 mem=25(h=25,m=0) io=108 l0=604 | 0.6ms avg=0.5ms +B2700: pg=734 mem=25(h=25,m=0) io=90 l0=619 | 0.5ms avg=0.5ms +B2800: pg=739 mem=26(h=26,m=0) io=127 l0=586 | 0.6ms avg=0.5ms +B2900: pg=686 mem=26(h=26,m=0) io=101 l0=559 | 0.5ms avg=0.5ms +B3000: pg=689 mem=25(h=25,m=0) io=72 l0=592 | 0.4ms avg=0.5ms +B3100: pg=660 mem=25(h=25,m=0) io=102 l0=533 | 0.5ms avg=0.5ms +B3200: pg=753 mem=25(h=25,m=0) io=109 l0=619 | 0.6ms avg=0.5ms +B3300: pg=710 mem=26(h=26,m=0) io=115 l0=569 | 0.6ms avg=0.5ms +B3400: pg=711 mem=25(h=25,m=0) io=139 l0=547 | 0.7ms avg=0.5ms +B3500: pg=733 mem=25(h=25,m=0) io=117 l0=591 | 0.6ms avg=0.5ms +B3600: pg=693 mem=26(h=26,m=0) io=92 l0=575 | 0.5ms avg=0.5ms +B3700: pg=704 mem=25(h=25,m=0) io=97 l0=582 | 0.5ms avg=0.5ms +B3800: pg=741 mem=26(h=26,m=0) io=137 l0=578 | 0.7ms avg=0.5ms +B3900: pg=723 mem=25(h=25,m=0) io=110 l0=588 | 0.6ms avg=0.5ms +B4000: pg=695 mem=29(h=27,m=2) io=99 l0=567 | 0.5ms avg=0.5ms +B4100: pg=722 mem=26(h=26,m=0) io=135 l0=561 | 0.7ms avg=0.5ms +B4200: pg=753 mem=26(h=26,m=0) io=131 l0=596 | 0.7ms avg=0.5ms +B4300: pg=734 mem=25(h=25,m=0) io=125 l0=584 | 0.6ms avg=0.5ms +B4400: pg=702 mem=25(h=25,m=0) io=134 l0=543 | 0.7ms avg=0.5ms +B4500: pg=728 mem=25(h=25,m=0) io=113 l0=590 | 0.6ms avg=0.5ms +B4600: pg=721 mem=26(h=26,m=0) io=119 l0=576 | 0.6ms avg=0.5ms +B4700: pg=712 mem=25(h=25,m=0) io=108 l0=579 | 0.6ms avg=0.5ms +B4800: pg=730 mem=26(h=25,m=1) io=124 l0=580 | 0.6ms avg=0.5ms +B4900: pg=806 mem=25(h=25,m=0) io=163 l0=618 | 0.8ms avg=0.5ms +B5000: pg=719 mem=25(h=25,m=0) io=111 l0=583 | 0.6ms avg=0.5ms +B5100: pg=728 mem=25(h=25,m=0) io=139 l0=564 | 0.7ms avg=0.5ms +B5200: pg=709 mem=26(h=26,m=0) io=114 l0=569 | 0.6ms avg=0.5ms +B5300: pg=802 mem=26(h=26,m=0) io=157 l0=619 | 0.8ms avg=0.5ms +B5400: pg=718 mem=26(h=26,m=0) io=121 l0=571 | 0.6ms avg=0.5ms +B5500: pg=719 mem=25(h=25,m=0) io=121 l0=573 | 0.6ms avg=0.5ms +B5600: pg=699 mem=26(h=26,m=0) io=114 l0=559 | 0.6ms avg=0.5ms +B5700: pg=733 mem=25(h=25,m=0) io=115 l0=593 | 0.6ms avg=0.6ms +B5800: pg=740 mem=25(h=25,m=0) io=127 l0=588 | 0.6ms avg=0.6ms +B5900: pg=748 mem=25(h=25,m=0) io=136 l0=587 | 0.7ms avg=0.6ms +B6000: pg=709 mem=25(h=25,m=0) io=118 l0=566 | 0.6ms avg=0.6ms +B6100: pg=780 mem=25(h=25,m=0) io=151 l0=604 | 0.8ms avg=0.6ms +B6200: pg=805 mem=25(h=25,m=0) io=162 l0=618 | 0.8ms avg=0.6ms +B6300: pg=711 mem=26(h=26,m=0) io=114 l0=571 | 0.6ms avg=0.6ms +B6400: pg=725 mem=25(h=25,m=0) io=121 l0=579 | 0.6ms avg=0.6ms +B6500: pg=727 mem=28(h=28,m=0) io=138 l0=561 | 0.7ms avg=0.6ms +B6600: pg=730 mem=26(h=26,m=0) io=140 l0=564 | 0.7ms avg=0.6ms +B6700: pg=778 mem=27(h=26,m=1) io=153 l0=598 | 0.8ms avg=0.6ms +B6800: pg=757 mem=27(h=26,m=1) io=192 l0=538 | 1.0ms avg=0.6ms +B6900: pg=760 mem=27(h=26,m=1) io=157 l0=576 | 0.8ms avg=0.6ms +B7000: pg=752 mem=25(h=25,m=0) io=138 l0=589 | 0.7ms avg=0.6ms +B7100: pg=736 mem=25(h=25,m=0) io=132 l0=579 | 0.7ms avg=0.6ms +B7200: pg=734 mem=26(h=26,m=0) io=120 l0=588 | 0.6ms avg=0.6ms +B7300: pg=734 mem=25(h=25,m=0) io=133 l0=576 | 0.7ms avg=0.6ms +B7400: pg=759 mem=25(h=25,m=0) io=146 l0=588 | 0.8ms avg=0.6ms +B7500: pg=698 mem=25(h=25,m=0) io=95 l0=578 | 0.5ms avg=0.6ms +B7600: pg=701 mem=25(h=25,m=0) io=132 l0=544 | 0.7ms avg=0.6ms +B7700: pg=773 mem=26(h=26,m=0) io=146 l0=601 | 0.8ms avg=0.6ms +B7800: pg=673 mem=25(h=25,m=0) io=104 l0=544 | 0.5ms avg=0.6ms +B7900: pg=760 mem=25(h=25,m=0) io=165 l0=570 | 0.8ms avg=0.6ms +B8000: pg=764 mem=25(h=25,m=0) io=160 l0=579 | 0.8ms avg=0.6ms +B8100: pg=717 mem=25(h=25,m=0) io=155 l0=537 | 0.8ms avg=0.6ms +B8200: pg=763 mem=25(h=25,m=0) io=160 l0=578 | 0.8ms avg=0.6ms +B8300: pg=781 mem=25(h=25,m=0) io=194 l0=562 | 1.0ms avg=0.6ms +B8400: pg=734 mem=26(h=26,m=0) io=92 l0=616 | 0.5ms avg=0.6ms +B8500: pg=771 mem=25(h=25,m=0) io=160 l0=586 | 0.8ms avg=0.6ms +B8600: pg=759 mem=25(h=25,m=0) io=145 l0=589 | 0.8ms avg=0.6ms +B8700: pg=697 mem=25(h=25,m=0) io=116 l0=556 | 0.6ms avg=0.6ms +B8800: pg=722 mem=25(h=25,m=0) io=174 l0=523 | 0.9ms avg=0.6ms +B8900: pg=704 mem=27(h=26,m=1) io=124 l0=553 | 0.6ms avg=0.6ms +B9000: pg=690 mem=25(h=25,m=0) io=106 l0=559 | 0.6ms avg=0.6ms +B9100: pg=756 mem=26(h=26,m=0) io=139 l0=591 | 0.7ms avg=0.6ms +B9200: pg=769 mem=26(h=26,m=0) io=145 l0=598 | 0.8ms avg=0.6ms +B9300: pg=741 mem=25(h=25,m=0) io=121 l0=595 | 0.6ms avg=0.6ms +B9400: pg=767 mem=26(h=26,m=0) io=152 l0=589 | 0.8ms avg=0.6ms +B9500: pg=718 mem=25(h=25,m=0) io=127 l0=566 | 0.6ms avg=0.6ms +B9600: pg=760 mem=26(h=26,m=0) io=150 l0=584 | 0.8ms avg=0.6ms +B9700: pg=770 mem=25(h=25,m=0) io=150 l0=595 | 0.8ms avg=0.6ms +B9800: pg=761 mem=26(h=26,m=0) io=171 l0=564 | 0.9ms avg=0.6ms +B9900: pg=718 mem=26(h=26,m=0) io=125 l0=567 | 0.6ms avg=0.6ms + +=== DPR-MODEL-UB (L0=lfu) === +Batches: 10000 | Avg: 0.6182 ms/batch +MEM: 253097 (hit=252742 miss=355 rate=99.9%) +IO: 1201821 | L0: 5698374 +CSV: (disabled; pass --batch-csv to enable) diff --git a/mode5_v2_fairness/run_20260502_023152.log b/mode5_v2_fairness/run_20260502_023152.log new file mode 100644 index 0000000000000000000000000000000000000000..5acdfaff3de193daf63e287b6146da30b0b99393 --- /dev/null +++ b/mode5_v2_fairness/run_20260502_023152.log @@ -0,0 +1,11 @@ +[02:31:52] === START Mode 5 v2 (R<=R_thr fixed) === +[02:31:52] [criteo_kaggle] ws=5380 bufsz=252 l0=6451 K=21 R=1 +[02:31:52] [criteo_kaggle] reboot VM ssd=6144 bufsz=252MB +/dev/dax0.0 +[02:34:22] [criteo_kaggle] === DONE === +[02:34:22] [avazu] ws=2307 bufsz=108 l0=2764 K=298 R=1 +[02:34:22] [avazu] reboot VM ssd=6144 bufsz=108MB +/dev/dax0.0 +[02:35:55] [avazu] === DONE === +[02:35:55] [taobao] ws=102 bufsz=4 l0=102 K=38 R=1 +[02:35:55] [taobao] reboot VM ssd=6144 bufsz=4MB diff --git a/mode5_v2_konly_chain.log b/mode5_v2_konly_chain.log new file mode 100644 index 0000000000000000000000000000000000000000..5acdfaff3de193daf63e287b6146da30b0b99393 --- /dev/null +++ b/mode5_v2_konly_chain.log @@ -0,0 +1,11 @@ +[02:31:52] === START Mode 5 v2 (R<=R_thr fixed) === +[02:31:52] [criteo_kaggle] ws=5380 bufsz=252 l0=6451 K=21 R=1 +[02:31:52] [criteo_kaggle] reboot VM ssd=6144 bufsz=252MB +/dev/dax0.0 +[02:34:22] [criteo_kaggle] === DONE === +[02:34:22] [avazu] ws=2307 bufsz=108 l0=2764 K=298 R=1 +[02:34:22] [avazu] reboot VM ssd=6144 bufsz=108MB +/dev/dax0.0 +[02:35:55] [avazu] === DONE === +[02:35:55] [taobao] ws=102 bufsz=4 l0=102 K=38 R=1 +[02:35:55] [taobao] reboot VM ssd=6144 bufsz=4MB