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[2023-10-26 08:38:15,943] [INFO] [real_accelerator.py:110:get_accelerator] Setting ds_accelerator to cuda (auto detect)
Namespace(test_path='data/4_by_4_mult/test_bigbench.txt', batch_size=1, student_path='models/4_by_4_mult/gpt2-medium/student', emulator_path='models/4_by_4_mult/gpt2-medium/emulator')
torch.float32 float32 cuda
Creating features from dataset file at data/4_by_4_mult/test_bigbench.txt
tgt_avg: 49.0
src_avg: 10.0
ratios: 0.20408163265306123
tgt_avg: 13.0
src_avg: 10.0
ratios: 0.7692307692307693
[-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 807, 604, 604, 513, 604, 1343, 657, 352, 513, 604, 642, 657, 357, 807, 642, 767, 767, 860, 657, 1267, 1343, 657, 657, 860, 767, 807, 807, 604, 357, 807, 642, 718, 642, 807, 860, 604, 1267, 1343, 657, 657, 657, 513, 860, 362, 718, 352, 220, 50256]
[-100, -100, -100, -100, -100, -100, -100, -100, -100, -100, -100, 1303, 21017, 807, 642, 718, 807, 767, 362, 352, 362, 220, 50256]
[352, 513, 604, 642, 1635, 807, 352, 860, 513, 220, 50256, 1303, 21017, 807, 642, 718, 807, 767, 362, 352, 362, 220, 50256]
1 3 4 5 * 8 1 9 3 <|endoftext|> #### 8 5 6 8 7 2 1 2 <|endoftext|>
[352, 513, 604, 642, 1635, 807, 352, 860, 513, 220]
[50256, 1303, 21017, 807, 642, 718, 807, 767, 362, 352, 362, 220, 50256]
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5.12it/s] 99%|█████████▉| 994/1000 [03:15<00:01, 5.12it/s]100%|█████████▉| 995/1000 [03:15<00:00, 5.12it/s]100%|█████████▉| 996/1000 [03:15<00:00, 5.12it/s]100%|█████████▉| 997/1000 [03:15<00:00, 5.12it/s]100%|█████████▉| 998/1000 [03:15<00:00, 5.12it/s]100%|█████████▉| 999/1000 [03:16<00:00, 5.12it/s]100%|██████████| 1000/1000 [03:16<00:00, 5.12it/s]100%|██████████| 1000/1000 [03:16<00:00, 5.09it/s]
Test Accuracy: 0.961. Throughput: 5.107725801948019