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ewma_hyperparam/avazu/a0.05_w0/avazu_a0.05_w0_20260501_023323.csv

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+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

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)

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 <path> to enable)

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

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 <path> to enable)

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
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+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
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+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 <path> to enable)

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
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+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
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+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
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+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
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+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
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+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
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+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 <path> to enable)

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

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 <path> to enable)

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 <path> to enable)