diff --git "a/training.logs" "b/training.logs" new file mode 100644--- /dev/null +++ "b/training.logs" @@ -0,0 +1,46675 @@ +09:51:46 - INFO - Using default tokenizer. +09:51:46 - INFO - Using custom model: REFORMERLM +09:53:20 - INFO - Using default tokenizer. +09:53:20 - INFO - Using custom model: REFORMERLM +09:53:34 - INFO - Starting sanity testing... +09:53:35 - INFO - Finished sanity testing in 0.4904 seconds. Loss=10.221375465393066 +09:53:35 - INFO - ***** Running training ***** +09:53:35 - INFO - Num vocabulary: 16000 +09:53:35 - INFO - Num sequences: 744596 +09:53:35 - INFO - Num epochs: 1 +09:53:35 - INFO - Batch size: 16 +09:53:35 - INFO - Max sequence length: 512 +09:53:35 - INFO - Total training steps: 46537 +09:53:35 - INFO - Total warmup steps: 80000 +09:53:35 - INFO - Checkpoint path: ./reformerlm-fromzero-default-16k +09:53:37 - INFO - Step=0: Loss=9.906532287597656 +09:53:39 - INFO - INPUT TENSORS THAT CAUSED OOM +09:53:39 - INFO - input_ids: torch.Size([16, 512]) +tensor([[ 475, 114, 404, ..., 15923, 15923, 15923], + [ 475, 114, 404, ..., 1190, 15934, 9105], + [ 475, 114, 15967, ..., 1883, 114, 15923], + ..., + [ 506, 6210, 483, ..., 15923, 15923, 15923], + [ 483, 552, 15953, ..., 15923, 15923, 2562], + [ 483, 5738, 114, ..., 15923, 15923, 15923]], device='cuda:0', + dtype=torch.int32) +09:53:39 - INFO - attention_mask: torch.Size([16, 512]) +tensor([[1, 1, 1, ..., 1, 1, 1], + [1, 1, 1, ..., 1, 1, 1], + [1, 1, 1, ..., 1, 1, 1], + ..., + [1, 1, 1, ..., 1, 1, 1], + [1, 1, 1, ..., 1, 1, 1], + [1, 1, 1, ..., 1, 1, 1]], device='cuda:0', dtype=torch.int32) +09:53:39 - INFO - labels: torch.Size([16, 512]) +tensor([[ 475, 114, 404, ..., 15923, 15923, 15923], + [ 475, 114, 404, ..., 1190, 15934, 9105], + [ 475, 114, 15967, ..., 1883, 114, 15923], + ..., + [ 506, 6210, 483, ..., 15923, 15923, 15923], + [ 483, 552, 15953, ..., 15923, 15923, 2562], + [ 483, 5738, 114, ..., 15923, 15923, 15923]], device='cuda:0') +09:53:57 - INFO - Using default tokenizer. +09:53:57 - INFO - Using custom model: REFORMERLM +09:54:11 - INFO - Starting sanity testing... +09:54:11 - INFO - Finished sanity testing in 0.3815 seconds. Loss=10.222085952758789 +09:54:14 - INFO - ***** Running training ***** +09:54:14 - INFO - Num vocabulary: 16000 +09:54:14 - INFO - Num sequences: 744596 +09:54:14 - INFO - Num epochs: 1 +09:54:14 - INFO - Batch size: 16 +09:54:14 - INFO - Max sequence length: 512 +09:54:14 - INFO - Total training steps: 46537 +09:54:14 - INFO - Total warmup steps: 80000 +09:54:14 - INFO - Checkpoint path: ./reformerlm-fromzero-default-16k +09:54:15 - INFO - Step=0: Loss=9.905682563781738 +09:54:18 - INFO - Step=1: Loss=9.296090126037598 +09:54:20 - INFO - Step=2: Loss=9.302324295043945 +09:54:22 - INFO - Step=3: Loss=8.581330299377441 +09:54:24 - INFO - Step=4: Loss=7.6384782791137695 +09:54:26 - INFO - Step=5: Loss=7.5836052894592285 +09:54:28 - INFO - Step=6: Loss=8.297425270080566 +09:54:31 - INFO - Step=7: Loss=8.269856452941895 +09:54:33 - INFO - Step=8: Loss=8.458547592163086 +09:54:35 - INFO - Step=9: Loss=8.804967880249023 +09:54:37 - INFO - Step=10: Loss=8.618348121643066 +09:54:39 - INFO - Step=11: Loss=8.90758991241455 +09:54:41 - 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