anlp-a3-transformer

Character-level cipher decryption model (transformer), ANLP Assignment 3 Part A.

Architecture: transformer, layers: 6

metric	value
params	4701184
flops_fwd_1024	16020144128
test_char_accuracy	0.1691
test_word_accuracy	0.0007
test_precision	0.0247
test_recall	0.0373
test_f1	0.0114
test_precision_micro	0.1691
test_recall_micro	0.1691
test_f1_micro	0.1691
test_levenshtein_mean	738.7147
test_levenshtein_norm_mean	0.8778
test_cer	0.8309
test_exact_match	0.0000
test_length_match	1.0000
test_infer_seconds	12.8342
test_peak_mem_gb	1.3570
test_loss	2.5273