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update log #17

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Jun 17, 2024
Merged

update log #17

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4 changes: 0 additions & 4 deletions benchmark_code/results_process/imputation_log/point01_log/BeijingAir_log/CSDI_BeijingAir.log
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2024-06-04 02:44:45 [INFO]: Using the given device: cuda:0
2024-06-04 02:44:45 [INFO]: Model files will be saved to new_results_point_rate01/BeijingAir/CSDI_BeijingAir/round_0/20240604_T024445
2024-06-04 02:44:45 [INFO]: Tensorboard file will be saved to new_results_point_rate01/BeijingAir/CSDI_BeijingAir/round_0/20240604_T024445/tensorboard
/scratch/users/k1814348/.conda/envs/pypots/lib/python3.10/site-packages/torch/nn/modules/transformer.py:286: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance)
warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
2024-06-04 02:44:45 [INFO]: CSDI initialized with the given hyperparameters, the number of trainable parameters: 244,833
2024-06-04 02:46:12 [INFO]: Epoch 001 - training loss: 0.5290, validation loss: 0.3566
2024-06-04 02:47:32 [INFO]: Epoch 002 - training loss: 0.3447, validation loss: 0.3347
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2024-06-04 05:22:54 [INFO]: Using the given device: cuda:0
2024-06-04 05:22:54 [INFO]: Model files will be saved to new_results_point_rate01/BeijingAir/CSDI_BeijingAir/round_1/20240604_T052254
2024-06-04 05:22:54 [INFO]: Tensorboard file will be saved to new_results_point_rate01/BeijingAir/CSDI_BeijingAir/round_1/20240604_T052254/tensorboard
/scratch/users/k1814348/.conda/envs/pypots/lib/python3.10/site-packages/torch/nn/modules/transformer.py:286: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance)
warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
2024-06-04 05:22:54 [INFO]: CSDI initialized with the given hyperparameters, the number of trainable parameters: 244,833
2024-06-04 05:23:58 [INFO]: Epoch 001 - training loss: 0.5063, validation loss: 0.3639
2024-06-04 05:25:03 [INFO]: Epoch 002 - training loss: 0.3345, validation loss: 0.3241
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2 changes: 0 additions & 2 deletions ...k_code/results_process/imputation_log/point01_log/BeijingAir_log/ETSformer_BeijingAir.log
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2024-06-04 02:44:45 [INFO]: Model files will be saved to new_results_point_rate01/BeijingAir/ETSformer_BeijingAir/round_0/20240604_T024445
2024-06-04 02:44:45 [INFO]: Tensorboard file will be saved to new_results_point_rate01/BeijingAir/ETSformer_BeijingAir/round_0/20240604_T024445/tensorboard
2024-06-04 02:44:47 [INFO]: ETSformer initialized with the given hyperparameters, the number of trainable parameters: 7,928,510
/scratch/users/k1814348/.conda/envs/pypots/lib/python3.10/site-packages/torch/functional.py:507: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /opt/conda/conda-bld/pytorch_1708025847130/work/aten/src/ATen/native/TensorShape.cpp:3549.)
return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined]
2024-06-04 02:45:07 [INFO]: Epoch 001 - training loss: 0.8672, validation loss: 0.3540
2024-06-04 02:45:23 [INFO]: Epoch 002 - training loss: 0.6622, validation loss: 0.3025
2024-06-04 02:45:40 [INFO]: Epoch 003 - training loss: 0.5964, validation loss: 0.2689
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