2023-09-06 08:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:172 - INFO ] Create optimizer adam: {'name': 'adam', 'lr': 0.001, 'beta1': 0.9, 'beta2': 0.999, 'l2': 1e-07, 'min_lr': 1e-08, 'logging_period': 1000, 'factor': 0.5, 'gradient_norm': 5.0, 'epochs': 150, 'halve_freq': 2, 'early_stop_freq': 6}
2023-09-06 08:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:151 - INFO ] Model summary:
pTFGridNet(
  (conv): Sequential(
    (0): Conv2d(2, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
    (1): GroupNorm(1, 64, eps=1e-05, affine=True)
  )
  (aux_encoder): AuxEncoder(
    (aux_enc): ModuleList(
      (0): En_unet_module(
        (in_conv): Sequential(
          (0): GateConv2d(
            (conv): Sequential(
              (0): ConstantPad2d(padding=(0, 0, 0, 0), value=0.0)
              (1): Conv2d(64, 128, kernel_size=(1, 5), stride=(1, 2))
            )
          )
          (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
          (2): PReLU(num_parameters=64)
        )
        (encoder): ModuleList(
          (0): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (2): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (3): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (decoder): ModuleList(
          (0): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (2): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (3): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (out_pool): AvgPool2d(kernel_size=(3, 1), stride=(3, 1), padding=0)
      )
      (1): En_unet_module(
        (in_conv): Sequential(
          (0): GateConv2d(
            (conv): Sequential(
              (0): ConstantPad2d(padding=(0, 0, 0, 0), value=0.0)
              (1): Conv2d(64, 128, kernel_size=(1, 3), stride=(1, 2))
            )
          )
          (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
          (2): PReLU(num_parameters=64)
        )
        (encoder): ModuleList(
          (0): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (2): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (decoder): ModuleList(
          (0): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (2): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (out_pool): AvgPool2d(kernel_size=(3, 1), stride=(3, 1), padding=0)
      )
      (2): En_unet_module(
        (in_conv): Sequential(
          (0): GateConv2d(
            (conv): Sequential(
              (0): ConstantPad2d(padding=(0, 0, 0, 0), value=0.0)
              (1): Conv2d(64, 128, kernel_size=(1, 3), stride=(1, 2))
            )
          )
          (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
          (2): PReLU(num_parameters=64)
        )
        (encoder): ModuleList(
          (0): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (decoder): ModuleList(
          (0): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
          (1): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(128, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (out_pool): AvgPool2d(kernel_size=(3, 1), stride=(3, 1), padding=0)
      )
      (3): En_unet_module(
        (in_conv): Sequential(
          (0): GateConv2d(
            (conv): Sequential(
              (0): ConstantPad2d(padding=(0, 0, 0, 0), value=0.0)
              (1): Conv2d(64, 128, kernel_size=(1, 3), stride=(1, 2))
            )
          )
          (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
          (2): PReLU(num_parameters=64)
        )
        (encoder): ModuleList(
          (0): Conv2dunit(
            (conv): Sequential(
              (0): Conv2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (decoder): ModuleList(
          (0): Deconv2dunit(
            (deconv): Sequential(
              (0): ConvTranspose2d(64, 64, kernel_size=(1, 3), stride=(1, 2))
              (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
              (2): PReLU(num_parameters=64)
            )
          )
        )
        (out_pool): AvgPool2d(kernel_size=(3, 1), stride=(3, 1), padding=0)
      )
    )
    (out_conv): Linear(in_features=64, out_features=64, bias=True)
    (speaker): Linear(in_features=64, out_features=101, bias=True)
  )
  (fusion_blocks): ModuleList(
    (0): Fusion_module(
      (attn): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=64, out_features=64, bias=True)
      )
      (fusion): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1))
    )
    (1): Fusion_module(
      (attn): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=64, out_features=64, bias=True)
      )
      (fusion): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1))
    )
    (2): Fusion_module(
      (attn): MultiheadAttention(
        (out_proj): NonDynamicallyQuantizableLinear(in_features=64, out_features=64, bias=True)
      )
      (fusion): Conv2d(128, 64, kernel_size=(1, 1), stride=(1, 1))
    )
  )
  (separate_blocks): ModuleList(
    (0): GridNetBlock(
      (intra_norm): LayerNormalization4D()
      (intra_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (intra_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (inter_norm): LayerNormalization4D()
      (inter_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (inter_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (attn_conv_Q_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_0): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_1): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_2): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_3): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_concat_proj): Sequential(
        (0): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
    )
    (1): GridNetBlock(
      (intra_norm): LayerNormalization4D()
      (intra_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (intra_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (inter_norm): LayerNormalization4D()
      (inter_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (inter_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (attn_conv_Q_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_0): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_1): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_2): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_3): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_concat_proj): Sequential(
        (0): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
    )
    (2): GridNetBlock(
      (intra_norm): LayerNormalization4D()
      (intra_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (intra_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (inter_norm): LayerNormalization4D()
      (inter_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)
      (inter_linear): ConvTranspose1d(512, 64, kernel_size=(4,), stride=(2,))
      (attn_conv_Q_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_0): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_0): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_1): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_1): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_2): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_2): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_Q_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_K_3): Sequential(
        (0): Conv2d(64, 4, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_conv_V_3): Sequential(
        (0): Conv2d(64, 16, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
      (attn_concat_proj): Sequential(
        (0): Conv2d(64, 64, kernel_size=(1, 1), stride=(1, 1))
        (1): PReLU(num_parameters=1)
        (2): LayerNormalization4DCF()
      )
    )
  )
  (deconv): ConvTranspose2d(64, 2, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))
)
2023-09-06 08:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:152 - INFO ] Loading model to GPUs:(2,), #param: 7.79M
2023-09-06 08:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:154 - INFO ] Gradient clipping by 5.0, default L2
2023-09-06 08:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 08:59:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = +47.4722, unpro_metric = -5.71, pro_metric = -45.21)...
2023-09-06 09:02:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = +47.4074, unpro_metric = -5.69, pro_metric = -45.17)...
2023-09-06 09:05:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 09:05:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 09:05:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:240 - INFO ] START FROM EPOCH 0, LOSS = 47.5354, METRIC_IMPR = -39.55
2023-09-06 09:05:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 09:15:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = +6.3939)...
2023-09-06 09:25:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = +4.3933)...
2023-09-06 09:34:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = +3.4809)...
2023-09-06 09:44:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = +3.0253)...
2023-09-06 09:54:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = +2.3965)...
2023-09-06 10:03:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = +1.9470)...
2023-09-06 10:13:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = +1.5654)...
2023-09-06 10:23:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = +1.0649)...
2023-09-06 10:33:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = +0.6263)...
2023-09-06 10:42:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = +0.2981)...
2023-09-06 10:52:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -0.1894)...
2023-09-06 10:53:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 10:56:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -0.8547, unpro_metric = -5.71, pro_metric = +1.46)...
2023-09-06 11:00:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -0.7183, unpro_metric = -5.69, pro_metric = +1.32)...
2023-09-06 11:03:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 11:03:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 11:03:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  1: train = +2.2523(107.49m/11079) | dev = -0.7312(10.10m/2802) | metric impr = +7.07 
2023-09-06 11:03:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 11:13:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -0.5770)...
2023-09-06 11:22:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -0.8441)...
2023-09-06 11:32:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -1.0238)...
2023-09-06 11:42:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -1.2043)...
2023-09-06 11:52:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -1.6267)...
2023-09-06 12:03:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -1.7842)...
2023-09-06 12:13:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -2.1512)...
2023-09-06 12:23:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -2.2824)...
2023-09-06 12:32:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -2.6192)...
2023-09-06 12:42:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -2.7114)...
2023-09-06 12:52:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -2.8990)...
2023-09-06 12:53:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 12:56:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -3.5936, unpro_metric = -5.71, pro_metric = +3.81)...
2023-09-06 13:00:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -3.5242, unpro_metric = -5.69, pro_metric = +3.75)...
2023-09-06 13:03:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 13:03:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 13:03:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  2: train = -1.8043(109.75m/11079) | dev = -3.5013(10.10m/2802) | metric impr = +9.46 
2023-09-06 13:03:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 13:12:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -3.1553)...
2023-09-06 13:22:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -3.2773)...
2023-09-06 13:32:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -3.3493)...
2023-09-06 13:42:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -3.5710)...
2023-09-06 13:51:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -3.6295)...
2023-09-06 14:01:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -3.6572)...
2023-09-06 14:11:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -3.6123)...
2023-09-06 14:21:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -3.8099)...
2023-09-06 14:31:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -4.0663)...
2023-09-06 14:40:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -4.0564)...
2023-09-06 14:50:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -4.0797)...
2023-09-06 14:51:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 14:54:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -4.3791, unpro_metric = -5.71, pro_metric = +4.51)...
2023-09-06 14:58:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -4.3235, unpro_metric = -5.69, pro_metric = +4.45)...
2023-09-06 15:01:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 15:01:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 15:01:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  3: train = -3.6668(107.92m/11079) | dev = -4.2882(10.09m/2802) | metric impr = +10.15 
2023-09-06 15:01:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 15:11:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -4.3183)...
2023-09-06 15:20:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -4.4742)...
2023-09-06 15:30:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -4.4786)...
2023-09-06 15:40:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -4.5719)...
2023-09-06 15:49:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -4.5769)...
2023-09-06 16:00:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -4.5239)...
2023-09-06 16:09:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -4.7041)...
2023-09-06 16:19:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -4.7949)...
2023-09-06 16:29:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -4.7087)...
2023-09-06 16:38:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -4.9846)...
2023-09-06 16:48:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -4.7996)...
2023-09-06 16:49:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 16:52:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -5.3188, unpro_metric = -5.71, pro_metric = +5.38)...
2023-09-06 16:56:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -5.3611, unpro_metric = -5.69, pro_metric = +5.42)...
2023-09-06 16:59:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 16:59:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 16:59:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  4: train = -4.6337(108.04m/11079) | dev = -5.2837(10.09m/2802) | metric impr = +11.08 
2023-09-06 16:59:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 17:09:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -5.2168)...
2023-09-06 17:18:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -5.1726)...
2023-09-06 17:28:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -5.1470)...
2023-09-06 17:38:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -5.1416)...
2023-09-06 17:48:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -5.2746)...
2023-09-06 17:58:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -5.2984)...
2023-09-06 18:08:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -5.3649)...
2023-09-06 18:18:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -5.3696)...
2023-09-06 18:27:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -5.4496)...
2023-09-06 18:37:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -5.5120)...
2023-09-06 18:47:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -5.5957)...
2023-09-06 18:48:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 18:51:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -5.7725, unpro_metric = -5.71, pro_metric = +5.82)...
2023-09-06 18:55:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -5.7590, unpro_metric = -5.69, pro_metric = +5.81)...
2023-09-06 18:58:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 18:58:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 18:58:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  5: train = -5.3250(108.90m/11079) | dev = -5.7545(10.14m/2802) | metric impr = +11.54 
2023-09-06 18:58:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 19:08:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -5.7660)...
2023-09-06 19:17:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -5.7834)...
2023-09-06 19:27:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -5.7605)...
2023-09-06 19:37:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -5.7693)...
2023-09-06 19:47:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -5.8237)...
2023-09-06 19:57:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -5.7133)...
2023-09-06 20:07:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -5.9145)...
2023-09-06 20:17:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -6.0157)...
2023-09-06 20:27:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -5.8797)...
2023-09-06 20:36:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -5.9711)...
2023-09-06 20:46:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -6.1280)...
2023-09-06 20:47:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 20:51:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -6.2061, unpro_metric = -5.71, pro_metric = +6.25)...
2023-09-06 20:54:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -6.2468, unpro_metric = -5.69, pro_metric = +6.28)...
2023-09-06 20:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 20:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 20:57:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  6: train = -5.8669(109.22m/11079) | dev = -6.1967(10.18m/2802) | metric impr = +11.97 
2023-09-06 20:57:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 21:07:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -6.3098)...
2023-09-06 21:17:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -6.3636)...
2023-09-06 21:27:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -6.3916)...
2023-09-06 21:37:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -6.4753)...
2023-09-06 21:47:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -6.2117)...
2023-09-06 21:56:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -6.2747)...
2023-09-06 22:06:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -6.2575)...
2023-09-06 22:16:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -6.1559)...
2023-09-06 22:26:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -6.4133)...
2023-09-06 22:36:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -6.4625)...
2023-09-06 22:46:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -6.3906)...
2023-09-06 22:46:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-06 22:50:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -6.4869, unpro_metric = -5.71, pro_metric = +6.51)...
2023-09-06 22:54:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -6.5208, unpro_metric = -5.69, pro_metric = +6.55)...
2023-09-06 22:57:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-06 22:57:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-06 22:57:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  7: train = -6.3386(109.00m/11079) | dev = -6.4720(10.20m/2802) | metric impr = +12.23 
2023-09-06 22:57:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-06 23:06:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -6.6206)...
2023-09-06 23:16:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -6.7849)...
2023-09-06 23:26:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -6.7260)...
2023-09-06 23:36:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -6.6051)...
2023-09-06 23:46:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -6.6923)...
2023-09-06 23:56:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -6.8230)...
2023-09-07 00:06:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -6.6982)...
2023-09-07 00:16:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -6.6819)...
2023-09-07 00:25:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -6.8771)...
2023-09-07 00:35:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -6.7196)...
2023-09-07 00:45:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -6.7613)...
2023-09-07 00:46:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 00:49:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -7.0965, unpro_metric = -5.71, pro_metric = +7.11)...
2023-09-07 00:53:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -7.0350, unpro_metric = -5.69, pro_metric = +7.05)...
2023-09-07 00:56:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 00:56:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 00:56:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  8: train = -6.7235(109.11m/11079) | dev = -7.0321(10.12m/2802) | metric impr = +12.78 
2023-09-07 00:56:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 01:06:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -7.0215)...
2023-09-07 01:15:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -7.0371)...
2023-09-07 01:25:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -7.0744)...
2023-09-07 01:35:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -7.0594)...
2023-09-07 01:44:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -6.8759)...
2023-09-07 01:54:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -7.0663)...
2023-09-07 02:04:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -7.1772)...
2023-09-07 02:14:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -7.1772)...
2023-09-07 02:23:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -6.9406)...
2023-09-07 02:33:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -7.1208)...
2023-09-07 02:43:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -7.0947)...
2023-09-07 02:44:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 02:47:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -7.0192, unpro_metric = -5.71, pro_metric = +7.03)...
2023-09-07 02:51:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -7.0609, unpro_metric = -5.69, pro_metric = +7.08)...
2023-09-07 02:54:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 02:54:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 02:54:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch  9: train = -7.0583(107.79m/11079) | dev = -7.0229(10.11m/2802) | metric impr = +12.77 | no impr, best = -7.0321
2023-09-07 02:54:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 03:03:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -7.3473)...
2023-09-07 03:13:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -7.4621)...
2023-09-07 03:23:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -7.2588)...
2023-09-07 03:33:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -7.3989)...
2023-09-07 03:42:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -7.3697)...
2023-09-07 03:52:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -7.2805)...
2023-09-07 04:02:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -7.4627)...
2023-09-07 04:12:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -7.2350)...
2023-09-07 04:21:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -7.3694)...
2023-09-07 04:31:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -7.4082)...
2023-09-07 04:41:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -7.3185)...
2023-09-07 04:41:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 04:45:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -7.5024, unpro_metric = -5.71, pro_metric = +7.52)...
2023-09-07 04:49:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -7.4454, unpro_metric = -5.69, pro_metric = +7.46)...
2023-09-07 04:51:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 04:51:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 04:51:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 10: train = -7.3562(107.67m/11079) | dev = -7.4604(10.05m/2802) | metric impr = +13.21 
2023-09-07 04:51:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 05:01:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -7.6173)...
2023-09-07 05:11:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -7.6445)...
2023-09-07 05:21:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -7.7281)...
2023-09-07 05:30:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -7.4834)...
2023-09-07 05:40:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -7.6517)...
2023-09-07 05:50:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -7.6341)...
2023-09-07 06:00:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -7.6904)...
2023-09-07 06:09:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -7.4779)...
2023-09-07 06:19:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -7.5831)...
2023-09-07 06:29:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -7.6668)...
2023-09-07 06:39:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -7.7707)...
2023-09-07 06:39:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 06:43:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -7.6915, unpro_metric = -5.71, pro_metric = +7.70)...
2023-09-07 06:47:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -7.6406, unpro_metric = -5.69, pro_metric = +7.65)...
2023-09-07 06:49:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 06:49:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 06:49:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 11: train = -7.6296(107.81m/11079) | dev = -7.6357(10.09m/2802) | metric impr = +13.38 
2023-09-07 06:49:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 06:59:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -7.9075)...
2023-09-07 07:09:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -7.9816)...
2023-09-07 07:19:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -7.8943)...
2023-09-07 07:28:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -7.8627)...
2023-09-07 07:38:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -7.7951)...
2023-09-07 07:48:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -7.9202)...
2023-09-07 07:58:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -7.8552)...
2023-09-07 08:07:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -7.7613)...
2023-09-07 08:17:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -7.8392)...
2023-09-07 08:27:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -7.9199)...
2023-09-07 08:37:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -7.9756)...
2023-09-07 08:37:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 08:41:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -7.8632, unpro_metric = -5.71, pro_metric = +7.87)...
2023-09-07 08:45:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -7.9434, unpro_metric = -5.69, pro_metric = +7.95)...
2023-09-07 08:47:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 08:47:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 08:47:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 12: train = -7.8804(107.99m/11079) | dev = -7.8643(10.09m/2802) | metric impr = +13.61 
2023-09-07 08:47:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 08:57:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.2251)...
2023-09-07 09:07:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -8.0388)...
2023-09-07 09:17:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -8.0587)...
2023-09-07 09:27:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.1152)...
2023-09-07 09:37:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -8.1288)...
2023-09-07 09:47:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.1459)...
2023-09-07 09:56:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.1088)...
2023-09-07 10:06:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.1151)...
2023-09-07 10:16:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.1196)...
2023-09-07 10:26:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.0659)...
2023-09-07 10:36:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.0969)...
2023-09-07 10:37:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 10:40:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.0479, unpro_metric = -5.71, pro_metric = +8.06)...
2023-09-07 10:44:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.0389, unpro_metric = -5.69, pro_metric = +8.05)...
2023-09-07 10:47:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 10:47:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 10:47:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 13: train = -8.1123(109.10m/11079) | dev = -8.0035(10.10m/2802) | metric impr = +13.75 
2023-09-07 10:47:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 10:56:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.3478)...
2023-09-07 11:06:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -8.2890)...
2023-09-07 11:16:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -8.2717)...
2023-09-07 11:26:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.3586)...
2023-09-07 11:36:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -8.3510)...
2023-09-07 11:46:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.2148)...
2023-09-07 11:55:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.3203)...
2023-09-07 12:06:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.2920)...
2023-09-07 12:15:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.3320)...
2023-09-07 12:25:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.3666)...
2023-09-07 12:35:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.3463)...
2023-09-07 12:36:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 12:39:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.2349, unpro_metric = -5.71, pro_metric = +8.24)...
2023-09-07 12:43:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.1291, unpro_metric = -5.69, pro_metric = +8.13)...
2023-09-07 12:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 12:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 12:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 14: train = -8.3172(108.87m/11079) | dev = -8.1500(10.09m/2802) | metric impr = +13.89 
2023-09-07 12:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 12:55:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.4561)...
2023-09-07 13:05:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -8.4718)...
2023-09-07 13:15:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -8.4961)...
2023-09-07 13:25:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.3612)...
2023-09-07 13:34:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -8.5312)...
2023-09-07 13:44:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.5723)...
2023-09-07 13:54:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.5181)...
2023-09-07 14:04:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.4100)...
2023-09-07 14:14:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.4552)...
2023-09-07 14:23:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.4262)...
2023-09-07 14:33:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.4485)...
2023-09-07 14:34:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 14:38:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.4122, unpro_metric = -5.71, pro_metric = +8.42)...
2023-09-07 14:41:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.3628, unpro_metric = -5.69, pro_metric = +8.37)...
2023-09-07 14:45:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 14:45:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 14:45:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 15: train = -8.4675(108.30m/11079) | dev = -8.3673(10.99m/2802) | metric impr = +14.11 
2023-09-07 14:45:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 14:55:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.7512)...
2023-09-07 15:05:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -8.6888)...
2023-09-07 15:15:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -8.6889)...
2023-09-07 15:25:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.6387)...
2023-09-07 15:35:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -8.6383)...
2023-09-07 15:44:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.5278)...
2023-09-07 15:55:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.6571)...
2023-09-07 16:05:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.5854)...
2023-09-07 16:15:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.5915)...
2023-09-07 16:25:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.6117)...
2023-09-07 16:36:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.6533)...
2023-09-07 16:36:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 16:40:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.4831, unpro_metric = -5.71, pro_metric = +8.49)...
2023-09-07 16:43:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.5525, unpro_metric = -5.69, pro_metric = +8.56)...
2023-09-07 16:46:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 16:46:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 16:46:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 16: train = -8.6380(111.37m/11079) | dev = -8.4757(10.04m/2802) | metric impr = +14.22 
2023-09-07 16:46:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 16:56:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.8626)...
2023-09-07 17:06:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -8.8456)...
2023-09-07 17:16:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -8.7780)...
2023-09-07 17:25:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.8345)...
2023-09-07 17:35:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -8.8402)...
2023-09-07 17:45:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.7008)...
2023-09-07 17:54:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.8124)...
2023-09-07 18:04:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.6805)...
2023-09-07 18:14:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.8017)...
2023-09-07 18:24:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.7975)...
2023-09-07 18:33:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.7464)...
2023-09-07 18:34:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 18:38:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.5974, unpro_metric = -5.71, pro_metric = +8.60)...
2023-09-07 18:41:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.5209, unpro_metric = -5.69, pro_metric = +8.52)...
2023-09-07 18:44:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 18:44:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 18:44:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 17: train = -8.7874(107.79m/11079) | dev = -8.5292(10.10m/2802) | metric impr = +14.27 
2023-09-07 18:44:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 18:54:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -8.9634)...
2023-09-07 19:04:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.0525)...
2023-09-07 19:14:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.0067)...
2023-09-07 19:23:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -8.9220)...
2023-09-07 19:33:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.0036)...
2023-09-07 19:43:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -8.8479)...
2023-09-07 19:52:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.8853)...
2023-09-07 20:02:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -8.6543)...
2023-09-07 20:12:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -8.9212)...
2023-09-07 20:22:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.9739)...
2023-09-07 20:33:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.8415)...
2023-09-07 20:33:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 20:37:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.7374, unpro_metric = -5.71, pro_metric = +8.74)...
2023-09-07 20:41:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.6434, unpro_metric = -5.69, pro_metric = +8.65)...
2023-09-07 20:43:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 20:43:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 20:43:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 18: train = -8.9167(109.02m/11079) | dev = -8.6666(10.11m/2802) | metric impr = +14.40 
2023-09-07 20:43:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 20:53:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.0476)...
2023-09-07 21:03:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.1682)...
2023-09-07 21:13:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.1081)...
2023-09-07 21:23:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.0841)...
2023-09-07 21:33:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.0826)...
2023-09-07 21:42:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.0677)...
2023-09-07 21:52:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -8.9882)...
2023-09-07 22:02:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.1110)...
2023-09-07 22:11:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.0204)...
2023-09-07 22:21:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -8.9231)...
2023-09-07 22:31:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -8.8953)...
2023-09-07 22:32:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-07 22:35:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.8504, unpro_metric = -5.71, pro_metric = +8.85)...
2023-09-07 22:39:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.8361, unpro_metric = -5.69, pro_metric = +8.84)...
2023-09-07 22:42:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-07 22:42:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-07 22:42:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 19: train = -9.0455(108.25m/11079) | dev = -8.8030(10.12m/2802) | metric impr = +14.54 
2023-09-07 22:42:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-07 22:52:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.1651)...
2023-09-07 23:01:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.2567)...
2023-09-07 23:11:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.2403)...
2023-09-07 23:21:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.1766)...
2023-09-07 23:30:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.2219)...
2023-09-07 23:40:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.1646)...
2023-09-07 23:50:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.2865)...
2023-09-08 00:00:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.2769)...
2023-09-08 00:09:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.1303)...
2023-09-08 00:19:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.0674)...
2023-09-08 00:29:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.1531)...
2023-09-08 00:30:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 00:33:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.9209, unpro_metric = -5.71, pro_metric = +8.92)...
2023-09-08 00:37:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.8391, unpro_metric = -5.69, pro_metric = +8.84)...
2023-09-08 00:40:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 00:40:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 00:40:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 20: train = -9.1933(107.73m/11079) | dev = -8.8771(10.09m/2802) | metric impr = +14.61 
2023-09-08 00:40:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 00:49:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.3231)...
2023-09-08 00:59:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.2615)...
2023-09-08 01:09:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.2523)...
2023-09-08 01:19:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.3188)...
2023-09-08 01:28:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.3409)...
2023-09-08 01:38:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.2233)...
2023-09-08 01:48:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.2225)...
2023-09-08 01:58:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.2540)...
2023-09-08 02:07:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.3116)...
2023-09-08 02:17:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.3017)...
2023-09-08 02:27:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.2716)...
2023-09-08 02:28:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 02:31:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -8.9519, unpro_metric = -5.71, pro_metric = +8.95)...
2023-09-08 02:35:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -8.8879, unpro_metric = -5.69, pro_metric = +8.89)...
2023-09-08 02:38:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 02:38:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 02:38:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 21: train = -9.2811(107.90m/11079) | dev = -8.9044(10.08m/2802) | metric impr = +14.64 
2023-09-08 02:38:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 02:47:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.4423)...
2023-09-08 02:57:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.3874)...
2023-09-08 03:07:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.4875)...
2023-09-08 03:17:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.4496)...
2023-09-08 03:26:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.4068)...
2023-09-08 03:36:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.3224)...
2023-09-08 03:46:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.2832)...
2023-09-08 03:56:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.3504)...
2023-09-08 04:05:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.3576)...
2023-09-08 04:15:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.3675)...
2023-09-08 04:25:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.3279)...
2023-09-08 04:25:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 04:29:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.1272, unpro_metric = -5.71, pro_metric = +9.13)...
2023-09-08 04:33:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.0984, unpro_metric = -5.69, pro_metric = +9.10)...
2023-09-08 04:36:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 04:36:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 04:36:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 22: train = -9.3796(107.82m/11079) | dev = -9.0900(10.10m/2802) | metric impr = +14.83 
2023-09-08 04:36:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 04:45:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.5214)...
2023-09-08 04:55:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.5284)...
2023-09-08 05:05:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.5478)...
2023-09-08 05:14:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.4098)...
2023-09-08 05:24:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.5848)...
2023-09-08 05:34:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.4742)...
2023-09-08 05:44:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.5381)...
2023-09-08 05:53:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.4579)...
2023-09-08 06:03:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.4612)...
2023-09-08 06:13:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.3866)...
2023-09-08 06:23:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.4218)...
2023-09-08 06:23:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 06:27:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.1957, unpro_metric = -5.71, pro_metric = +9.20)...
2023-09-08 06:31:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.0654, unpro_metric = -5.69, pro_metric = +9.07)...
2023-09-08 06:34:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 06:34:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 06:34:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 23: train = -9.4850(107.86m/11079) | dev = -9.1203(10.12m/2802) | metric impr = +14.86 
2023-09-08 06:34:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 06:43:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.4981)...
2023-09-08 06:53:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.6282)...
2023-09-08 07:03:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.5951)...
2023-09-08 07:12:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.5323)...
2023-09-08 07:22:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.5213)...
2023-09-08 07:32:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.5129)...
2023-09-08 07:42:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.5865)...
2023-09-08 07:51:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.5535)...
2023-09-08 08:01:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.6053)...
2023-09-08 08:11:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.5615)...
2023-09-08 08:21:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.4628)...
2023-09-08 08:21:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 08:25:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.1437, unpro_metric = -5.71, pro_metric = +9.15)...
2023-09-08 08:29:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.0650, unpro_metric = -5.69, pro_metric = +9.07)...
2023-09-08 08:32:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 08:32:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 08:32:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 24: train = -9.5495(107.86m/11079) | dev = -9.0778(10.11m/2802) | metric impr = +14.81 | no impr, best = -9.1203
2023-09-08 08:32:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 08:41:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.7009)...
2023-09-08 08:51:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.6157)...
2023-09-08 09:01:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.6519)...
2023-09-08 09:10:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.6919)...
2023-09-08 09:20:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.6868)...
2023-09-08 09:30:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.5720)...
2023-09-08 09:40:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.5583)...
2023-09-08 09:49:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.6171)...
2023-09-08 09:59:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.7115)...
2023-09-08 10:09:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.6505)...
2023-09-08 10:19:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.7056)...
2023-09-08 10:20:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 10:23:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.1963, unpro_metric = -5.71, pro_metric = +9.20)...
2023-09-08 10:27:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.1415, unpro_metric = -5.69, pro_metric = +9.14)...
2023-09-08 10:30:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 10:30:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 10:30:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 25: train = -9.6489(108.17m/11079) | dev = -9.1531(10.11m/2802) | metric impr = +14.89 
2023-09-08 10:30:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 10:40:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.6983)...
2023-09-08 10:49:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.7702)...
2023-09-08 10:59:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.7605)...
2023-09-08 11:09:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.7735)...
2023-09-08 11:18:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.7041)...
2023-09-08 11:28:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.7121)...
2023-09-08 11:38:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.6022)...
2023-09-08 11:48:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.6699)...
2023-09-08 11:57:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.7106)...
2023-09-08 12:07:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.7345)...
2023-09-08 12:17:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.7842)...
2023-09-08 12:18:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 12:21:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.3247, unpro_metric = -5.71, pro_metric = +9.33)...
2023-09-08 12:25:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.2991, unpro_metric = -5.69, pro_metric = +9.30)...
2023-09-08 12:28:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 12:28:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 12:28:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 26: train = -9.7177(107.87m/11079) | dev = -9.3077(10.10m/2802) | metric impr = +15.04 
2023-09-08 12:28:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 12:38:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.9237)...
2023-09-08 12:47:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.8083)...
2023-09-08 12:57:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.9364)...
2023-09-08 13:07:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.8749)...
2023-09-08 13:16:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.7241)...
2023-09-08 13:26:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.7457)...
2023-09-08 13:36:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.7794)...
2023-09-08 13:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.7689)...
2023-09-08 13:55:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.7780)...
2023-09-08 14:05:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.7243)...
2023-09-08 14:15:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.6726)...
2023-09-08 14:16:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 14:19:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.4525, unpro_metric = -5.71, pro_metric = +9.45)...
2023-09-08 14:23:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.3957, unpro_metric = -5.69, pro_metric = +9.40)...
2023-09-08 14:26:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 14:26:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 14:26:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 27: train = -9.7944(107.90m/11079) | dev = -9.4162(10.09m/2802) | metric impr = +15.15 
2023-09-08 14:26:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 14:35:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.9473)...
2023-09-08 14:45:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.9166)...
2023-09-08 14:55:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.8143)...
2023-09-08 15:05:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.8830)...
2023-09-08 15:15:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.7476)...
2023-09-08 15:24:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.7533)...
2023-09-08 15:34:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.8792)...
2023-09-08 15:44:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.8483)...
2023-09-08 15:54:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.8456)...
2023-09-08 16:03:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.6882)...
2023-09-08 16:13:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.8610)...
2023-09-08 16:14:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 16:18:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.4170, unpro_metric = -5.71, pro_metric = +9.42)...
2023-09-08 16:21:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.3805, unpro_metric = -5.69, pro_metric = +9.39)...
2023-09-08 16:24:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 16:24:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 16:24:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 28: train = -9.8358(108.21m/11079) | dev = -9.3838(10.10m/2802) | metric impr = +15.12 | no impr, best = -9.4162
2023-09-08 16:24:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 16:34:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.9166)...
2023-09-08 16:44:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.9456)...
2023-09-08 16:53:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.9296)...
2023-09-08 17:03:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.9274)...
2023-09-08 17:13:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.8721)...
2023-09-08 17:22:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.8871)...
2023-09-08 17:32:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.8772)...
2023-09-08 17:42:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.8546)...
2023-09-08 17:52:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.8582)...
2023-09-08 18:01:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.9337)...
2023-09-08 18:11:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.8702)...
2023-09-08 18:12:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 18:16:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.5400, unpro_metric = -5.71, pro_metric = +9.54)...
2023-09-08 18:19:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.4229, unpro_metric = -5.69, pro_metric = +9.43)...
2023-09-08 18:22:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 18:22:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 18:22:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 29: train = -9.8976(107.87m/11079) | dev = -9.4617(10.11m/2802) | metric impr = +15.20 
2023-09-08 18:22:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 18:32:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -9.9756)...
2023-09-08 18:42:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -9.9417)...
2023-09-08 18:51:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.0238)...
2023-09-08 19:01:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -9.9823)...
2023-09-08 19:11:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -9.9834)...
2023-09-08 19:20:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -9.9575)...
2023-09-08 19:30:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.9280)...
2023-09-08 19:40:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.9588)...
2023-09-08 19:50:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -9.9607)...
2023-09-08 19:59:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.9900)...
2023-09-08 20:09:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.0250)...
2023-09-08 20:10:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 20:14:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.6347, unpro_metric = -5.71, pro_metric = +9.64)...
2023-09-08 20:17:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.5457, unpro_metric = -5.69, pro_metric = +9.55)...
2023-09-08 20:20:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 20:20:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 20:20:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 30: train = -9.9744(107.91m/11079) | dev = -9.5753(10.10m/2802) | metric impr = +15.31 
2023-09-08 20:20:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 20:30:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.0892)...
2023-09-08 20:40:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.1031)...
2023-09-08 20:49:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.0261)...
2023-09-08 20:59:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.0708)...
2023-09-08 21:09:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.0252)...
2023-09-08 21:19:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.1016)...
2023-09-08 21:28:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -9.9765)...
2023-09-08 21:38:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -9.9757)...
2023-09-08 21:48:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.0417)...
2023-09-08 21:57:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -9.9449)...
2023-09-08 22:07:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.0430)...
2023-09-08 22:08:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-08 22:12:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.6607, unpro_metric = -5.71, pro_metric = +9.66)...
2023-09-08 22:15:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.5651, unpro_metric = -5.69, pro_metric = +9.57)...
2023-09-08 22:18:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-08 22:18:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-08 22:18:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 31: train = -10.0369(107.84m/11079) | dev = -9.5878(10.09m/2802) | metric impr = +15.32 
2023-09-08 22:18:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-08 22:28:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.1145)...
2023-09-08 22:37:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.1525)...
2023-09-08 22:47:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.1404)...
2023-09-08 22:57:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.0771)...
2023-09-08 23:07:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.1074)...
2023-09-08 23:17:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.0950)...
2023-09-08 23:27:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.1150)...
2023-09-08 23:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.0184)...
2023-09-08 23:47:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.0643)...
2023-09-08 23:56:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.0234)...
2023-09-09 00:06:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -9.9781)...
2023-09-09 00:07:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 00:11:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.6729, unpro_metric = -5.71, pro_metric = +9.67)...
2023-09-09 00:14:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.5343, unpro_metric = -5.69, pro_metric = +9.54)...
2023-09-09 00:17:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 00:17:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 00:17:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 32: train = -10.0808(108.95m/11079) | dev = -9.5822(10.11m/2802) | metric impr = +15.32 | no impr, best = -9.5878
2023-09-09 00:17:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 00:27:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.2285)...
2023-09-09 00:37:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.2294)...
2023-09-09 00:46:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.0228)...
2023-09-09 00:56:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.1364)...
2023-09-09 01:06:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.1488)...
2023-09-09 01:16:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.0791)...
2023-09-09 01:25:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.0794)...
2023-09-09 01:35:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.0638)...
2023-09-09 01:45:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.0719)...
2023-09-09 01:55:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.1345)...
2023-09-09 02:04:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.0830)...
2023-09-09 02:05:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 02:09:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.6464, unpro_metric = -5.71, pro_metric = +9.65)...
2023-09-09 02:12:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.5618, unpro_metric = -5.69, pro_metric = +9.56)...
2023-09-09 02:15:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 02:15:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 02:15:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 33: train = -10.1161(108.03m/11079) | dev = -9.6100(10.11m/2802) | metric impr = +15.35 
2023-09-09 02:15:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 02:25:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.2360)...
2023-09-09 02:35:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.1808)...
2023-09-09 02:44:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.1801)...
2023-09-09 02:54:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.1622)...
2023-09-09 03:04:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.2198)...
2023-09-09 03:14:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.2343)...
2023-09-09 03:23:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.0952)...
2023-09-09 03:33:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.1374)...
2023-09-09 03:43:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.1389)...
2023-09-09 03:53:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.1800)...
2023-09-09 04:02:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.1062)...
2023-09-09 04:03:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 04:07:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.6959, unpro_metric = -5.71, pro_metric = +9.70)...
2023-09-09 04:10:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.6543, unpro_metric = -5.69, pro_metric = +9.65)...
2023-09-09 04:13:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 04:13:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 04:13:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 34: train = -10.1693(107.94m/11079) | dev = -9.6530(10.11m/2802) | metric impr = +15.39 
2023-09-09 04:13:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 04:23:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.2212)...
2023-09-09 04:33:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.0740)...
2023-09-09 04:42:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -9.5746)...
2023-09-09 04:52:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.1117)...
2023-09-09 05:02:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.2394)...
2023-09-09 05:12:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.2095)...
2023-09-09 05:21:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.1773)...
2023-09-09 05:31:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.2247)...
2023-09-09 05:41:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.1531)...
2023-09-09 05:51:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.1623)...
2023-09-09 06:00:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.2258)...
2023-09-09 06:01:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 06:05:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.8254, unpro_metric = -5.71, pro_metric = +9.83)...
2023-09-09 06:08:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.7402, unpro_metric = -5.69, pro_metric = +9.74)...
2023-09-09 06:11:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 06:11:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 06:11:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 35: train = -10.1248(107.81m/11079) | dev = -9.7780(10.11m/2802) | metric impr = +15.51 
2023-09-09 06:11:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 06:21:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.3493)...
2023-09-09 06:31:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.3189)...
2023-09-09 06:40:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.2520)...
2023-09-09 06:50:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.2102)...
2023-09-09 07:00:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.2104)...
2023-09-09 07:10:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.1765)...
2023-09-09 07:19:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.2059)...
2023-09-09 07:29:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.2276)...
2023-09-09 07:39:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.2582)...
2023-09-09 07:49:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.1446)...
2023-09-09 07:58:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.2353)...
2023-09-09 07:59:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 08:03:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.8124, unpro_metric = -5.71, pro_metric = +9.81)...
2023-09-09 08:06:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.7281, unpro_metric = -5.69, pro_metric = +9.73)...
2023-09-09 08:09:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 08:09:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 08:09:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 36: train = -10.2351(107.85m/11079) | dev = -9.7580(10.08m/2802) | metric impr = +15.49 | no impr, best = -9.7780
2023-09-09 08:09:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 08:19:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.3353)...
2023-09-09 08:29:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.3646)...
2023-09-09 08:38:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.3667)...
2023-09-09 08:48:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.3284)...
2023-09-09 08:58:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.3223)...
2023-09-09 09:08:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.2635)...
2023-09-09 09:17:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.1359)...
2023-09-09 09:27:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.2315)...
2023-09-09 09:37:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.2106)...
2023-09-09 09:47:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.2339)...
2023-09-09 09:56:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.1807)...
2023-09-09 09:57:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 10:01:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.7151, unpro_metric = -5.71, pro_metric = +9.72)...
2023-09-09 10:04:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.6927, unpro_metric = -5.69, pro_metric = +9.69)...
2023-09-09 10:07:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 10:07:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 10:07:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 37: train = -10.2705(107.95m/11079) | dev = -9.6906(10.09m/2802) | metric impr = +15.42 | no impr, best = -9.7780
2023-09-09 10:07:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 10:17:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.3498)...
2023-09-09 10:27:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.3668)...
2023-09-09 10:36:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.3305)...
2023-09-09 10:46:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.4161)...
2023-09-09 10:56:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.0925)...
2023-09-09 11:05:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.2758)...
2023-09-09 11:15:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.3564)...
2023-09-09 11:25:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.2814)...
2023-09-09 11:35:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.3057)...
2023-09-09 11:45:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.2654)...
2023-09-09 11:54:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.2878)...
2023-09-09 11:55:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 11:59:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -9.8153, unpro_metric = -5.71, pro_metric = +9.82)...
2023-09-09 12:02:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -9.7128, unpro_metric = -5.69, pro_metric = +9.71)...
2023-09-09 12:05:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 12:05:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 12:05:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.000e-03) - Epoch 38: train = -10.3031(107.93m/11079) | dev = -9.7548(10.10m/2802) | metric impr = +15.49 | no impr, best = -9.7780
2023-09-09 12:05:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 12:15:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.7401)...
2023-09-09 12:25:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.7194)...
2023-09-09 12:34:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.6857)...
2023-09-09 12:44:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.7449)...
2023-09-09 12:54:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.7664)...
2023-09-09 13:04:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.7110)...
2023-09-09 13:13:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.6878)...
2023-09-09 13:23:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.7582)...
2023-09-09 13:33:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.8259)...
2023-09-09 13:43:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.7889)...
2023-09-09 13:52:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.6932)...
2023-09-09 13:53:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 13:57:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.2564, unpro_metric = -5.71, pro_metric = +10.26)...
2023-09-09 14:00:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.1421, unpro_metric = -5.69, pro_metric = +10.14)...
2023-09-09 14:03:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 14:03:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 14:03:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 39: train = -10.7367(107.89m/11079) | dev = -10.1759(10.10m/2802) | metric impr = +15.91 
2023-09-09 14:03:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 14:13:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.8689)...
2023-09-09 14:23:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.8851)...
2023-09-09 14:32:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.8725)...
2023-09-09 14:42:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.8571)...
2023-09-09 14:52:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.8366)...
2023-09-09 15:02:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.8317)...
2023-09-09 15:11:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.7834)...
2023-09-09 15:21:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.8346)...
2023-09-09 15:31:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.8249)...
2023-09-09 15:41:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.8343)...
2023-09-09 15:50:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.8026)...
2023-09-09 15:51:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 15:55:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.2335, unpro_metric = -5.71, pro_metric = +10.23)...
2023-09-09 15:58:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.1355, unpro_metric = -5.69, pro_metric = +10.14)...
2023-09-09 16:01:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 16:01:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 16:01:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 40: train = -10.8388(107.84m/11079) | dev = -10.1628(10.12m/2802) | metric impr = +15.90 | no impr, best = -10.1759
2023-09-09 16:01:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 16:11:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.9336)...
2023-09-09 16:21:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.9177)...
2023-09-09 16:31:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.9163)...
2023-09-09 16:40:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.8535)...
2023-09-09 16:50:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.9356)...
2023-09-09 17:00:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.9505)...
2023-09-09 17:10:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.8409)...
2023-09-09 17:19:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.8403)...
2023-09-09 17:29:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.8700)...
2023-09-09 17:39:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.8759)...
2023-09-09 17:49:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.8873)...
2023-09-09 17:49:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 17:53:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.2706, unpro_metric = -5.71, pro_metric = +10.27)...
2023-09-09 17:57:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2308, unpro_metric = -5.69, pro_metric = +10.24)...
2023-09-09 17:59:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 17:59:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 17:59:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 41: train = -10.8921(108.11m/11079) | dev = -10.2457(10.09m/2802) | metric impr = +15.98 
2023-09-09 17:59:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 18:09:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.9877)...
2023-09-09 18:19:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.9682)...
2023-09-09 18:29:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.9128)...
2023-09-09 18:38:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.9342)...
2023-09-09 18:48:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.9208)...
2023-09-09 18:58:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.9514)...
2023-09-09 19:08:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.9497)...
2023-09-09 19:17:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.8936)...
2023-09-09 19:27:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.9739)...
2023-09-09 19:37:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.8973)...
2023-09-09 19:47:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.9628)...
2023-09-09 19:47:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 19:51:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.2642, unpro_metric = -5.71, pro_metric = +10.26)...
2023-09-09 19:55:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2032, unpro_metric = -5.69, pro_metric = +10.21)...
2023-09-09 19:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 19:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 19:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 42: train = -10.9402(107.89m/11079) | dev = -10.2179(10.09m/2802) | metric impr = +15.95 | no impr, best = -10.2457
2023-09-09 19:57:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 20:07:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -10.9868)...
2023-09-09 20:17:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.0303)...
2023-09-09 20:27:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -10.9723)...
2023-09-09 20:36:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.8922)...
2023-09-09 20:46:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.9206)...
2023-09-09 20:56:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.9859)...
2023-09-09 21:06:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.0003)...
2023-09-09 21:15:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.9672)...
2023-09-09 21:25:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.0203)...
2023-09-09 21:35:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -10.9326)...
2023-09-09 21:44:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.0061)...
2023-09-09 21:45:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 21:49:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3089, unpro_metric = -5.71, pro_metric = +10.31)...
2023-09-09 21:52:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2394, unpro_metric = -5.69, pro_metric = +10.24)...
2023-09-09 21:55:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 21:55:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 21:55:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 43: train = -10.9732(107.77m/11079) | dev = -10.2539(10.13m/2802) | metric impr = +15.99 
2023-09-09 21:55:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-09 22:05:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.0234)...
2023-09-09 22:15:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -10.9924)...
2023-09-09 22:25:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.0077)...
2023-09-09 22:34:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -10.9781)...
2023-09-09 22:44:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.9741)...
2023-09-09 22:54:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.0495)...
2023-09-09 23:04:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.9867)...
2023-09-09 23:13:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.0052)...
2023-09-09 23:23:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -10.9372)...
2023-09-09 23:33:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.0263)...
2023-09-09 23:43:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.9953)...
2023-09-09 23:43:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-09 23:47:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.2918, unpro_metric = -5.71, pro_metric = +10.29)...
2023-09-09 23:51:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.1439, unpro_metric = -5.69, pro_metric = +10.15)...
2023-09-09 23:53:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-09 23:53:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-09 23:53:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 44: train = -10.9985(107.98m/11079) | dev = -10.2071(10.11m/2802) | metric impr = +15.94 | no impr, best = -10.2539
2023-09-09 23:53:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 00:03:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.0234)...
2023-09-10 00:13:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.1215)...
2023-09-10 00:23:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.0627)...
2023-09-10 00:32:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.0162)...
2023-09-10 00:42:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -10.9857)...
2023-09-10 00:52:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -10.9614)...
2023-09-10 01:01:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.9488)...
2023-09-10 01:11:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.1036)...
2023-09-10 01:21:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.0426)...
2023-09-10 01:31:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.0404)...
2023-09-10 01:40:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.0028)...
2023-09-10 01:41:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 01:45:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3478, unpro_metric = -5.71, pro_metric = +10.35)...
2023-09-10 01:48:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2480, unpro_metric = -5.69, pro_metric = +10.24)...
2023-09-10 01:51:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 01:51:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 01:51:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 45: train = -11.0274(107.68m/11079) | dev = -10.2924(10.09m/2802) | metric impr = +16.02 
2023-09-10 01:51:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 02:01:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.0704)...
2023-09-10 02:11:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.1290)...
2023-09-10 02:20:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1171)...
2023-09-10 02:30:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.1227)...
2023-09-10 02:40:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.0693)...
2023-09-10 02:50:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.0381)...
2023-09-10 02:59:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -10.9795)...
2023-09-10 03:09:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.9380)...
2023-09-10 03:19:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.0563)...
2023-09-10 03:28:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.1193)...
2023-09-10 03:38:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.0268)...
2023-09-10 03:39:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 03:43:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3501, unpro_metric = -5.71, pro_metric = +10.35)...
2023-09-10 03:46:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2356, unpro_metric = -5.69, pro_metric = +10.24)...
2023-09-10 03:49:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 03:49:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 03:49:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 46: train = -11.0594(107.85m/11079) | dev = -10.2830(10.11m/2802) | metric impr = +16.02 | no impr, best = -10.2924
2023-09-10 03:49:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 03:59:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.1267)...
2023-09-10 04:09:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.0553)...
2023-09-10 04:18:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1043)...
2023-09-10 04:28:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2376)...
2023-09-10 04:38:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.1224)...
2023-09-10 04:48:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.0871)...
2023-09-10 04:57:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.0256)...
2023-09-10 05:07:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.0830)...
2023-09-10 05:17:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.0852)...
2023-09-10 05:26:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.0313)...
2023-09-10 05:36:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -10.9934)...
2023-09-10 05:37:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 05:41:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3989, unpro_metric = -5.71, pro_metric = +10.40)...
2023-09-10 05:44:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2772, unpro_metric = -5.69, pro_metric = +10.28)...
2023-09-10 05:47:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 05:47:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 05:47:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 47: train = -11.0858(107.81m/11079) | dev = -10.3160(10.11m/2802) | metric impr = +16.05 
2023-09-10 05:47:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 05:57:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.1658)...
2023-09-10 06:07:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.1704)...
2023-09-10 06:16:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1324)...
2023-09-10 06:26:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.1886)...
2023-09-10 06:36:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.0558)...
2023-09-10 06:46:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.0992)...
2023-09-10 06:55:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.1238)...
2023-09-10 07:05:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -10.9828)...
2023-09-10 07:15:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1502)...
2023-09-10 07:24:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.1426)...
2023-09-10 07:34:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.0877)...
2023-09-10 07:35:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 07:39:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3685, unpro_metric = -5.71, pro_metric = +10.37)...
2023-09-10 07:42:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2878, unpro_metric = -5.69, pro_metric = +10.29)...
2023-09-10 07:45:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 07:45:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 07:45:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 48: train = -11.1144(107.94m/11079) | dev = -10.3213(10.11m/2802) | metric impr = +16.06 
2023-09-10 07:45:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 07:55:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2028)...
2023-09-10 08:05:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.1393)...
2023-09-10 08:14:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1695)...
2023-09-10 08:24:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.1884)...
2023-09-10 08:34:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.1376)...
2023-09-10 08:44:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.1334)...
2023-09-10 08:53:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.1942)...
2023-09-10 09:03:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.0902)...
2023-09-10 09:13:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1271)...
2023-09-10 09:23:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.1093)...
2023-09-10 09:32:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.0706)...
2023-09-10 09:33:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 09:37:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3489, unpro_metric = -5.71, pro_metric = +10.35)...
2023-09-10 09:40:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2201, unpro_metric = -5.69, pro_metric = +10.22)...
2023-09-10 09:43:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 09:43:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 09:43:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 49: train = -11.1404(107.94m/11079) | dev = -10.2728(10.09m/2802) | metric impr = +16.01 | no impr, best = -10.3213
2023-09-10 09:43:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 09:53:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.1216)...
2023-09-10 10:03:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.1942)...
2023-09-10 10:12:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1655)...
2023-09-10 10:22:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2104)...
2023-09-10 10:32:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.1922)...
2023-09-10 10:42:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.2022)...
2023-09-10 10:51:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.1574)...
2023-09-10 11:01:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.1549)...
2023-09-10 11:11:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1869)...
2023-09-10 11:21:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.0776)...
2023-09-10 11:30:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.1323)...
2023-09-10 11:31:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 11:35:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3646, unpro_metric = -5.71, pro_metric = +10.36)...
2023-09-10 11:38:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3076, unpro_metric = -5.69, pro_metric = +10.31)...
2023-09-10 11:41:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 11:41:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 11:41:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 50: train = -11.1629(108.07m/11079) | dev = -10.3167(10.10m/2802) | metric impr = +16.05 | no impr, best = -10.3213
2023-09-10 11:41:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 11:51:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2187)...
2023-09-10 12:01:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.2202)...
2023-09-10 12:11:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.2572)...
2023-09-10 12:20:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2101)...
2023-09-10 12:30:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2397)...
2023-09-10 12:40:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.1774)...
2023-09-10 12:50:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.1419)...
2023-09-10 12:59:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.0920)...
2023-09-10 13:09:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1472)...
2023-09-10 13:19:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.1537)...
2023-09-10 13:29:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.2014)...
2023-09-10 13:29:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 13:33:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4116, unpro_metric = -5.71, pro_metric = +10.41)...
2023-09-10 13:36:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3235, unpro_metric = -5.69, pro_metric = +10.33)...
2023-09-10 13:39:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 13:39:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 13:39:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 51: train = -11.1861(107.97m/11079) | dev = -10.3478(10.01m/2802) | metric impr = +16.08 
2023-09-10 13:39:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 13:49:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2451)...
2023-09-10 13:59:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.2676)...
2023-09-10 14:08:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.1955)...
2023-09-10 14:18:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2648)...
2023-09-10 14:28:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2141)...
2023-09-10 14:37:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.2059)...
2023-09-10 14:47:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.1997)...
2023-09-10 14:56:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.1927)...
2023-09-10 15:06:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1782)...
2023-09-10 15:16:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.1539)...
2023-09-10 15:26:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.1957)...
2023-09-10 15:26:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 15:31:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4066, unpro_metric = -5.71, pro_metric = +10.41)...
2023-09-10 15:35:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3141, unpro_metric = -5.69, pro_metric = +10.32)...
2023-09-10 15:38:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 15:38:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 15:38:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 52: train = -11.2089(107.02m/11079) | dev = -10.3467(11.18m/2802) | metric impr = +16.08 | no impr, best = -10.3478
2023-09-10 15:38:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 15:47:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2566)...
2023-09-10 15:57:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.2411)...
2023-09-10 16:07:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.2528)...
2023-09-10 16:16:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2734)...
2023-09-10 16:26:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2088)...
2023-09-10 16:36:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.2354)...
2023-09-10 16:45:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.2516)...
2023-09-10 16:55:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.1937)...
2023-09-10 17:05:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.1819)...
2023-09-10 17:14:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2194)...
2023-09-10 17:24:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.2124)...
2023-09-10 17:25:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 17:28:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3929, unpro_metric = -5.71, pro_metric = +10.39)...
2023-09-10 17:32:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.2941, unpro_metric = -5.69, pro_metric = +10.30)...
2023-09-10 17:35:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 17:35:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 17:35:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 53: train = -11.2290(107.32m/11079) | dev = -10.3341(10.07m/2802) | metric impr = +16.07 | no impr, best = -10.3478
2023-09-10 17:35:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 17:45:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2828)...
2023-09-10 17:54:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.2873)...
2023-09-10 18:04:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3155)...
2023-09-10 18:14:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2423)...
2023-09-10 18:23:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2178)...
2023-09-10 18:33:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.1794)...
2023-09-10 18:43:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.2268)...
2023-09-10 18:52:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.2012)...
2023-09-10 19:02:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.2552)...
2023-09-10 19:12:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2451)...
2023-09-10 19:21:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.2773)...
2023-09-10 19:22:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 19:26:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4011, unpro_metric = -5.71, pro_metric = +10.40)...
2023-09-10 19:29:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3346, unpro_metric = -5.69, pro_metric = +10.34)...
2023-09-10 19:32:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 19:32:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 19:32:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 54: train = -11.2481(107.06m/11079) | dev = -10.3502(10.07m/2802) | metric impr = +16.09 
2023-09-10 19:32:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 19:42:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.3859)...
2023-09-10 19:51:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.2729)...
2023-09-10 20:01:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3653)...
2023-09-10 20:11:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2440)...
2023-09-10 20:20:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2928)...
2023-09-10 20:30:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.2527)...
2023-09-10 20:40:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.2461)...
2023-09-10 20:49:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.1992)...
2023-09-10 20:59:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.2075)...
2023-09-10 21:09:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2406)...
2023-09-10 21:18:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.2347)...
2023-09-10 21:19:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 21:23:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4219, unpro_metric = -5.71, pro_metric = +10.42)...
2023-09-10 21:26:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3234, unpro_metric = -5.69, pro_metric = +10.33)...
2023-09-10 21:29:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 21:29:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 21:29:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 55: train = -11.2664(107.03m/11079) | dev = -10.3618(10.09m/2802) | metric impr = +16.10 
2023-09-10 21:29:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 21:39:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.2980)...
2023-09-10 21:49:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.3108)...
2023-09-10 21:58:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3043)...
2023-09-10 22:08:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2996)...
2023-09-10 22:18:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.3804)...
2023-09-10 22:27:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.3221)...
2023-09-10 22:37:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.2281)...
2023-09-10 22:46:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.2537)...
2023-09-10 22:56:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.2571)...
2023-09-10 23:06:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2523)...
2023-09-10 23:16:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.2498)...
2023-09-10 23:16:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-10 23:20:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4772, unpro_metric = -5.71, pro_metric = +10.48)...
2023-09-10 23:23:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3373, unpro_metric = -5.69, pro_metric = +10.34)...
2023-09-10 23:26:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-10 23:26:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-10 23:26:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 56: train = -11.2849(107.10m/11079) | dev = -10.3767(10.05m/2802) | metric impr = +16.11 
2023-09-10 23:26:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-10 23:36:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.3782)...
2023-09-10 23:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.3115)...
2023-09-10 23:55:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.2800)...
2023-09-11 00:05:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.3096)...
2023-09-11 00:15:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2639)...
2023-09-11 00:24:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.2875)...
2023-09-11 00:34:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.3189)...
2023-09-11 00:44:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.3074)...
2023-09-11 00:53:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.2895)...
2023-09-11 01:03:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2490)...
2023-09-11 01:12:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3044)...
2023-09-11 01:13:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 01:17:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.3916, unpro_metric = -5.71, pro_metric = +10.39)...
2023-09-11 01:20:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3134, unpro_metric = -5.69, pro_metric = +10.32)...
2023-09-11 01:23:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 01:23:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 01:23:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 57: train = -11.3000(106.92m/11079) | dev = -10.3294(10.06m/2802) | metric impr = +16.06 | no impr, best = -10.3767
2023-09-11 01:23:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 01:33:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.3391)...
2023-09-11 01:43:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.3588)...
2023-09-11 01:52:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3205)...
2023-09-11 02:02:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.2368)...
2023-09-11 02:12:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.2887)...
2023-09-11 02:21:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.3594)...
2023-09-11 02:31:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.3423)...
2023-09-11 02:41:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.2633)...
2023-09-11 02:50:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.2941)...
2023-09-11 03:00:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.3530)...
2023-09-11 03:10:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3627)...
2023-09-11 03:10:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 03:14:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4412, unpro_metric = -5.71, pro_metric = +10.44)...
2023-09-11 03:18:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3626, unpro_metric = -5.69, pro_metric = +10.37)...
2023-09-11 03:20:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 03:20:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 03:20:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 58: train = -11.3184(107.06m/11079) | dev = -10.3713(10.07m/2802) | metric impr = +16.11 | no impr, best = -10.3767
2023-09-11 03:20:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 03:30:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.3865)...
2023-09-11 03:40:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.3686)...
2023-09-11 03:49:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3840)...
2023-09-11 03:59:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.3190)...
2023-09-11 04:09:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.3871)...
2023-09-11 04:18:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.3049)...
2023-09-11 04:28:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.2970)...
2023-09-11 04:38:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.3395)...
2023-09-11 04:48:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.3250)...
2023-09-11 04:57:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.2955)...
2023-09-11 05:07:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3117)...
2023-09-11 05:08:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 05:11:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4672, unpro_metric = -5.71, pro_metric = +10.47)...
2023-09-11 05:15:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3458, unpro_metric = -5.69, pro_metric = +10.35)...
2023-09-11 05:18:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 05:18:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 05:18:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 59: train = -11.3400(107.18m/11079) | dev = -10.3936(10.07m/2802) | metric impr = +16.13 
2023-09-11 05:18:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 05:27:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.3204)...
2023-09-11 05:37:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.4100)...
2023-09-11 05:47:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3467)...
2023-09-11 05:56:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.3272)...
2023-09-11 06:06:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.3936)...
2023-09-11 06:16:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.4188)...
2023-09-11 06:25:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.3130)...
2023-09-11 06:35:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.3461)...
2023-09-11 06:45:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.4090)...
2023-09-11 06:55:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.3142)...
2023-09-11 07:04:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3331)...
2023-09-11 07:05:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 07:09:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4360, unpro_metric = -5.71, pro_metric = +10.44)...
2023-09-11 07:12:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3192, unpro_metric = -5.69, pro_metric = +10.33)...
2023-09-11 07:15:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 07:15:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 07:15:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 60: train = -11.3569(107.24m/11079) | dev = -10.3774(10.09m/2802) | metric impr = +16.11 | no impr, best = -10.3936
2023-09-11 07:15:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 07:25:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.4021)...
2023-09-11 07:34:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.4178)...
2023-09-11 07:44:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.4451)...
2023-09-11 07:54:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.3666)...
2023-09-11 08:03:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.3620)...
2023-09-11 08:13:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.3374)...
2023-09-11 08:23:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.3204)...
2023-09-11 08:33:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.3536)...
2023-09-11 08:42:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.4022)...
2023-09-11 08:52:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.3644)...
2023-09-11 09:02:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3593)...
2023-09-11 09:02:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 09:06:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4684, unpro_metric = -5.71, pro_metric = +10.47)...
2023-09-11 09:09:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3269, unpro_metric = -5.69, pro_metric = +10.33)...
2023-09-11 09:12:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 09:12:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 09:12:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 61: train = -11.3735(107.26m/11079) | dev = -10.3717(10.05m/2802) | metric impr = +16.11 | no impr, best = -10.3936
2023-09-11 09:12:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 09:22:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.5057)...
2023-09-11 09:32:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.3729)...
2023-09-11 09:41:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.3613)...
2023-09-11 09:51:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.4171)...
2023-09-11 10:01:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.3802)...
2023-09-11 10:10:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.3465)...
2023-09-11 10:20:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.3723)...
2023-09-11 10:30:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.3947)...
2023-09-11 10:39:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.3304)...
2023-09-11 10:49:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.4099)...
2023-09-11 10:59:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.3384)...
2023-09-11 11:00:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 11:03:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.4415, unpro_metric = -5.71, pro_metric = +10.44)...
2023-09-11 11:07:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.3494, unpro_metric = -5.69, pro_metric = +10.35)...
2023-09-11 11:10:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 11:10:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 11:10:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=5.000e-04) - Epoch 62: train = -11.3836(107.25m/11079) | dev = -10.3736(10.09m/2802) | metric impr = +16.11 | no impr, best = -10.3936
2023-09-11 11:10:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 11:19:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.5983)...
2023-09-11 11:29:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6456)...
2023-09-11 11:39:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6168)...
2023-09-11 11:48:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.5402)...
2023-09-11 11:58:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.5786)...
2023-09-11 12:08:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.5332)...
2023-09-11 12:17:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.6431)...
2023-09-11 12:27:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.5593)...
2023-09-11 12:37:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6027)...
2023-09-11 12:47:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.5640)...
2023-09-11 12:56:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.5019)...
2023-09-11 12:57:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 13:01:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.5781, unpro_metric = -5.71, pro_metric = +10.58)...
2023-09-11 13:04:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.4862, unpro_metric = -5.69, pro_metric = +10.49)...
2023-09-11 13:07:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 13:07:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 13:07:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 63: train = -11.5813(107.32m/11079) | dev = -10.5146(10.10m/2802) | metric impr = +16.25 
2023-09-11 13:07:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 13:17:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.6468)...
2023-09-11 13:27:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6442)...
2023-09-11 13:36:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6608)...
2023-09-11 13:46:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.5707)...
2023-09-11 13:56:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6572)...
2023-09-11 14:05:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.6571)...
2023-09-11 14:15:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.5628)...
2023-09-11 14:25:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.6406)...
2023-09-11 14:34:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.5552)...
2023-09-11 14:44:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.6066)...
2023-09-11 14:54:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6584)...
2023-09-11 14:54:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 14:58:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.5971, unpro_metric = -5.71, pro_metric = +10.60)...
2023-09-11 15:02:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5095, unpro_metric = -5.69, pro_metric = +10.51)...
2023-09-11 15:05:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 15:05:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 15:05:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 64: train = -11.6226(107.31m/11079) | dev = -10.5334(10.09m/2802) | metric impr = +16.27 
2023-09-11 15:05:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 15:14:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.6463)...
2023-09-11 15:24:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6718)...
2023-09-11 15:34:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6335)...
2023-09-11 15:43:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.6645)...
2023-09-11 15:53:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6653)...
2023-09-11 16:03:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.6056)...
2023-09-11 16:12:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.6231)...
2023-09-11 16:22:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.5989)...
2023-09-11 16:32:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.7089)...
2023-09-11 16:41:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.6277)...
2023-09-11 16:51:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6456)...
2023-09-11 16:52:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 16:55:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6044, unpro_metric = -5.71, pro_metric = +10.60)...
2023-09-11 16:59:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5131, unpro_metric = -5.69, pro_metric = +10.52)...
2023-09-11 17:02:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 17:02:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 17:02:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 65: train = -11.6448(107.27m/11079) | dev = -10.5366(10.07m/2802) | metric impr = +16.27 
2023-09-11 17:02:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 17:12:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.6866)...
2023-09-11 17:21:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6316)...
2023-09-11 17:31:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6708)...
2023-09-11 17:41:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.6727)...
2023-09-11 17:50:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6648)...
2023-09-11 18:00:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.6471)...
2023-09-11 18:10:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.6469)...
2023-09-11 18:19:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.6456)...
2023-09-11 18:29:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6717)...
2023-09-11 18:39:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.7110)...
2023-09-11 18:49:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6711)...
2023-09-11 18:49:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 18:53:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6136, unpro_metric = -5.71, pro_metric = +10.61)...
2023-09-11 18:56:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5340, unpro_metric = -5.69, pro_metric = +10.54)...
2023-09-11 18:59:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 18:59:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 18:59:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 66: train = -11.6647(107.38m/11079) | dev = -10.5444(10.07m/2802) | metric impr = +16.28 
2023-09-11 18:59:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 19:09:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.6528)...
2023-09-11 19:19:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6659)...
2023-09-11 19:28:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6405)...
2023-09-11 19:38:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.7628)...
2023-09-11 19:48:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6895)...
2023-09-11 19:58:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.7024)...
2023-09-11 20:07:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.6724)...
2023-09-11 20:17:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.6088)...
2023-09-11 20:27:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6911)...
2023-09-11 20:36:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.7172)...
2023-09-11 20:46:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6841)...
2023-09-11 20:47:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 20:51:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6193, unpro_metric = -5.71, pro_metric = +10.62)...
2023-09-11 20:54:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5621, unpro_metric = -5.69, pro_metric = +10.56)...
2023-09-11 20:57:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 20:57:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 20:57:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 67: train = -11.6810(107.54m/11079) | dev = -10.5682(10.12m/2802) | metric impr = +16.30 
2023-09-11 20:57:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 21:07:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.6709)...
2023-09-11 21:16:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.6735)...
2023-09-11 21:26:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6927)...
2023-09-11 21:36:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.6950)...
2023-09-11 21:46:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6840)...
2023-09-11 21:55:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.7774)...
2023-09-11 22:05:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.7057)...
2023-09-11 22:15:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.7229)...
2023-09-11 22:24:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6391)...
2023-09-11 22:34:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.7178)...
2023-09-11 22:44:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6693)...
2023-09-11 22:45:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-11 22:48:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6106, unpro_metric = -5.71, pro_metric = +10.61)...
2023-09-11 22:52:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.4967, unpro_metric = -5.69, pro_metric = +10.50)...
2023-09-11 22:55:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-11 22:55:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-11 22:55:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 68: train = -11.6949(107.59m/11079) | dev = -10.5313(10.09m/2802) | metric impr = +16.26 | no impr, best = -10.5682
2023-09-11 22:55:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-11 23:04:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.7679)...
2023-09-11 23:14:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.7801)...
2023-09-11 23:24:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6981)...
2023-09-11 23:33:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.7008)...
2023-09-11 23:43:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.6826)...
2023-09-11 23:53:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.6196)...
2023-09-12 00:03:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.7304)...
2023-09-12 00:12:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.6427)...
2023-09-12 00:22:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6296)...
2023-09-12 00:32:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.6537)...
2023-09-12 00:41:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.7424)...
2023-09-12 00:42:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 00:46:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6223, unpro_metric = -5.71, pro_metric = +10.62)...
2023-09-12 00:49:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5270, unpro_metric = -5.69, pro_metric = +10.53)...
2023-09-12 00:52:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 00:52:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 00:52:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 69: train = -11.6951(107.40m/11079) | dev = -10.5483(10.09m/2802) | metric impr = +16.28 | no impr, best = -10.5682
2023-09-12 00:52:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 01:02:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.7251)...
2023-09-12 01:12:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.7203)...
2023-09-12 01:21:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.6829)...
2023-09-12 01:31:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.7226)...
2023-09-12 01:41:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8069)...
2023-09-12 01:50:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.7234)...
2023-09-12 02:00:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.7070)...
2023-09-12 02:10:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.7673)...
2023-09-12 02:19:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.6871)...
2023-09-12 02:29:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.7195)...
2023-09-12 02:39:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.6144)...
2023-09-12 02:40:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 02:43:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6261, unpro_metric = -5.71, pro_metric = +10.63)...
2023-09-12 02:47:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5201, unpro_metric = -5.69, pro_metric = +10.52)...
2023-09-12 02:50:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 02:50:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 02:50:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=2.500e-04) - Epoch 70: train = -11.7168(107.33m/11079) | dev = -10.5577(10.09m/2802) | metric impr = +16.29 | no impr, best = -10.5682
2023-09-12 02:50:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 02:59:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.7823)...
2023-09-12 03:09:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.8021)...
2023-09-12 03:19:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8290)...
2023-09-12 03:28:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8641)...
2023-09-12 03:38:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8263)...
2023-09-12 03:48:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.7676)...
2023-09-12 03:57:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.7748)...
2023-09-12 04:07:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.8051)...
2023-09-12 04:17:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.8410)...
2023-09-12 04:27:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8191)...
2023-09-12 04:36:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.7922)...
2023-09-12 04:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 04:41:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6595, unpro_metric = -5.71, pro_metric = +10.66)...
2023-09-12 04:44:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5598, unpro_metric = -5.69, pro_metric = +10.56)...
2023-09-12 04:47:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 04:47:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 04:47:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.250e-04) - Epoch 71: train = -11.8102(107.34m/11079) | dev = -10.5878(10.09m/2802) | metric impr = +16.32 
2023-09-12 04:47:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 04:57:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.8667)...
2023-09-12 05:06:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.8403)...
2023-09-12 05:16:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8978)...
2023-09-12 05:26:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8431)...
2023-09-12 05:36:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.7722)...
2023-09-12 05:45:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8118)...
2023-09-12 05:55:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8768)...
2023-09-12 06:05:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.8423)...
2023-09-12 06:14:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.7925)...
2023-09-12 06:24:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8010)...
2023-09-12 06:34:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8134)...
2023-09-12 06:34:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 06:38:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6986, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-12 06:42:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5936, unpro_metric = -5.69, pro_metric = +10.59)...
2023-09-12 06:45:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 06:45:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 06:45:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.250e-04) - Epoch 72: train = -11.8341(107.34m/11079) | dev = -10.6226(10.10m/2802) | metric impr = +16.36 
2023-09-12 06:45:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 06:54:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9565)...
2023-09-12 07:04:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.8151)...
2023-09-12 07:14:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8771)...
2023-09-12 07:23:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8671)...
2023-09-12 07:33:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8440)...
2023-09-12 07:43:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.7954)...
2023-09-12 07:52:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8062)...
2023-09-12 08:02:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.7949)...
2023-09-12 08:12:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.8812)...
2023-09-12 08:21:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8317)...
2023-09-12 08:31:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8323)...
2023-09-12 08:32:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 08:35:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6531, unpro_metric = -5.71, pro_metric = +10.65)...
2023-09-12 08:39:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5625, unpro_metric = -5.69, pro_metric = +10.57)...
2023-09-12 08:42:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 08:42:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 08:42:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.250e-04) - Epoch 73: train = -11.8463(107.35m/11079) | dev = -10.5881(10.09m/2802) | metric impr = +16.32 | no impr, best = -10.6226
2023-09-12 08:42:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 08:52:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.8665)...
2023-09-12 09:01:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9111)...
2023-09-12 09:11:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8878)...
2023-09-12 09:21:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8326)...
2023-09-12 09:30:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8232)...
2023-09-12 09:40:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8941)...
2023-09-12 09:50:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8305)...
2023-09-12 10:00:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.8838)...
2023-09-12 10:09:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.8560)...
2023-09-12 10:19:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8522)...
2023-09-12 10:29:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8148)...
2023-09-12 10:29:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 10:33:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6786, unpro_metric = -5.71, pro_metric = +10.68)...
2023-09-12 10:37:03 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5629, unpro_metric = -5.69, pro_metric = +10.57)...
2023-09-12 10:39:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 10:39:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 10:39:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.250e-04) - Epoch 74: train = -11.8586(107.38m/11079) | dev = -10.5977(10.10m/2802) | metric impr = +16.33 | no impr, best = -10.6226
2023-09-12 10:39:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 10:49:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9423)...
2023-09-12 10:59:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.8625)...
2023-09-12 11:09:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8500)...
2023-09-12 11:18:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8652)...
2023-09-12 11:28:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8696)...
2023-09-12 11:38:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8611)...
2023-09-12 11:47:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8758)...
2023-09-12 11:57:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.8239)...
2023-09-12 12:07:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.8658)...
2023-09-12 12:16:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8504)...
2023-09-12 12:26:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8198)...
2023-09-12 12:27:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 12:30:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6870, unpro_metric = -5.71, pro_metric = +10.69)...
2023-09-12 12:34:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5607, unpro_metric = -5.69, pro_metric = +10.57)...
2023-09-12 12:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 12:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 12:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.250e-04) - Epoch 75: train = -11.8637(107.44m/11079) | dev = -10.6015(10.08m/2802) | metric impr = +16.34 | no impr, best = -10.6226
2023-09-12 12:37:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 12:47:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.8899)...
2023-09-12 12:56:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9477)...
2023-09-12 13:06:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9628)...
2023-09-12 13:16:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9172)...
2023-09-12 13:25:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9557)...
2023-09-12 13:35:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8661)...
2023-09-12 13:45:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8828)...
2023-09-12 13:55:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9317)...
2023-09-12 14:04:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9020)...
2023-09-12 14:14:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9643)...
2023-09-12 14:24:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8955)...
2023-09-12 14:24:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 14:28:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6998, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-12 14:32:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5944, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-12 14:34:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 14:34:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 14:34:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 76: train = -11.9179(107.38m/11079) | dev = -10.6197(10.06m/2802) | metric impr = +16.35 | no impr, best = -10.6226
2023-09-12 14:34:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 14:44:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9813)...
2023-09-12 14:54:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.8433)...
2023-09-12 15:04:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9495)...
2023-09-12 15:14:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9389)...
2023-09-12 15:24:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.8915)...
2023-09-12 15:34:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8530)...
2023-09-12 15:44:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9340)...
2023-09-12 15:54:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -12.0294)...
2023-09-12 16:03:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.8983)...
2023-09-12 16:13:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9121)...
2023-09-12 16:23:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9991)...
2023-09-12 16:24:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 16:28:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6905, unpro_metric = -5.71, pro_metric = +10.69)...
2023-09-12 16:32:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5960, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-12 16:35:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 16:35:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 16:35:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 77: train = -11.9294(109.59m/11079) | dev = -10.6171(10.50m/2802) | metric impr = +16.35 | no impr, best = -10.6226
2023-09-12 16:35:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 16:44:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9064)...
2023-09-12 16:54:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9484)...
2023-09-12 17:04:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8806)...
2023-09-12 17:14:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9948)...
2023-09-12 17:24:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9420)...
2023-09-12 17:34:54 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.8951)...
2023-09-12 17:44:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9201)...
2023-09-12 17:54:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9660)...
2023-09-12 18:04:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9882)...
2023-09-12 18:14:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9331)...
2023-09-12 18:25:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9097)...
2023-09-12 18:25:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 18:29:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7110, unpro_metric = -5.71, pro_metric = +10.71)...
2023-09-12 18:33:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6014, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-12 18:36:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 18:36:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 18:36:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 78: train = -11.9338(110.86m/11079) | dev = -10.6298(10.68m/2802) | metric impr = +16.37 
2023-09-12 18:36:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 18:46:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9633)...
2023-09-12 18:56:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9361)...
2023-09-12 19:06:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8927)...
2023-09-12 19:16:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.8916)...
2023-09-12 19:26:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9539)...
2023-09-12 19:36:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9233)...
2023-09-12 19:46:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9974)...
2023-09-12 19:56:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -12.0009)...
2023-09-12 20:06:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9264)...
2023-09-12 20:16:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9580)...
2023-09-12 20:26:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9158)...
2023-09-12 20:27:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 20:31:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6990, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-12 20:34:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5880, unpro_metric = -5.69, pro_metric = +10.59)...
2023-09-12 20:37:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 20:37:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 20:37:48 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 79: train = -11.9421(110.94m/11079) | dev = -10.6199(10.30m/2802) | metric impr = +16.35 | no impr, best = -10.6298
2023-09-12 20:37:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 20:47:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9245)...
2023-09-12 20:57:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9572)...
2023-09-12 21:07:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.8886)...
2023-09-12 21:17:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9775)...
2023-09-12 21:27:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9827)...
2023-09-12 21:37:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9609)...
2023-09-12 21:47:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9216)...
2023-09-12 21:57:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9119)...
2023-09-12 22:06:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -12.0144)...
2023-09-12 22:16:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8754)...
2023-09-12 22:26:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9381)...
2023-09-12 22:27:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-12 22:31:07 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7110, unpro_metric = -5.71, pro_metric = +10.71)...
2023-09-12 22:34:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5908, unpro_metric = -5.69, pro_metric = +10.59)...
2023-09-12 22:37:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-12 22:37:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-12 22:37:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 80: train = -11.9419(109.62m/11079) | dev = -10.6179(10.40m/2802) | metric impr = +16.35 | no impr, best = -10.6298
2023-09-12 22:37:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-12 22:47:47 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9573)...
2023-09-12 22:57:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9053)...
2023-09-12 23:07:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9419)...
2023-09-12 23:17:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9910)...
2023-09-12 23:27:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9534)...
2023-09-12 23:37:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9290)...
2023-09-12 23:47:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9758)...
2023-09-12 23:56:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9330)...
2023-09-13 00:06:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9336)...
2023-09-13 00:16:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9767)...
2023-09-13 00:26:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9475)...
2023-09-13 00:27:12 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 00:30:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6882, unpro_metric = -5.71, pro_metric = +10.69)...
2023-09-13 00:34:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6040, unpro_metric = -5.69, pro_metric = +10.61)...
2023-09-13 00:37:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 00:37:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 00:37:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=6.250e-05) - Epoch 81: train = -11.9499(109.36m/11079) | dev = -10.6270(10.45m/2802) | metric impr = +16.36 | no impr, best = -10.6298
2023-09-13 00:37:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 00:47:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -12.0365)...
2023-09-13 00:57:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9722)...
2023-09-13 01:07:33 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9621)...
2023-09-13 01:17:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9891)...
2023-09-13 01:27:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9801)...
2023-09-13 01:37:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9908)...
2023-09-13 01:47:36 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9190)...
2023-09-13 01:57:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9377)...
2023-09-13 02:07:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -12.0346)...
2023-09-13 02:17:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -12.0030)...
2023-09-13 02:27:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.8924)...
2023-09-13 02:28:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 02:32:05 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7067, unpro_metric = -5.71, pro_metric = +10.71)...
2023-09-13 02:35:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6061, unpro_metric = -5.69, pro_metric = +10.61)...
2023-09-13 02:38:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 02:38:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 02:38:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=3.125e-05) - Epoch 82: train = -11.9740(110.73m/11079) | dev = -10.6355(10.59m/2802) | metric impr = +16.37 
2023-09-13 02:38:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 02:48:49 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -12.0062)...
2023-09-13 02:58:37 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -12.0002)...
2023-09-13 03:08:25 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -12.0245)...
2023-09-13 03:18:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9834)...
2023-09-13 03:28:01 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9833)...
2023-09-13 03:37:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -12.0126)...
2023-09-13 03:47:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9583)...
2023-09-13 03:57:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9535)...
2023-09-13 04:07:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9306)...
2023-09-13 04:17:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9530)...
2023-09-13 04:27:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9682)...
2023-09-13 04:27:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 04:31:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7024, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-13 04:35:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5939, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-13 04:38:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 04:38:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 04:38:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=3.125e-05) - Epoch 83: train = -11.9791(108.93m/11079) | dev = -10.6245(10.35m/2802) | metric impr = +16.36 | no impr, best = -10.6355
2023-09-13 04:38:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 04:48:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9811)...
2023-09-13 04:58:00 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9963)...
2023-09-13 05:07:51 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9142)...
2023-09-13 05:17:41 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -12.0465)...
2023-09-13 05:27:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -12.0251)...
2023-09-13 05:37:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9469)...
2023-09-13 05:47:14 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9997)...
2023-09-13 05:57:04 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -12.0083)...
2023-09-13 06:06:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9949)...
2023-09-13 06:16:39 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.8987)...
2023-09-13 06:26:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -12.0004)...
2023-09-13 06:27:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 06:30:57 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6869, unpro_metric = -5.71, pro_metric = +10.69)...
2023-09-13 06:34:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5994, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-13 06:37:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 06:37:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 06:37:44 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=3.125e-05) - Epoch 84: train = -11.9827(108.99m/11079) | dev = -10.6193(10.49m/2802) | metric impr = +16.35 | no impr, best = -10.6355
2023-09-13 06:37:45 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 06:47:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9492)...
2023-09-13 06:57:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9639)...
2023-09-13 07:07:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -12.0164)...
2023-09-13 07:17:02 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9702)...
2023-09-13 07:26:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -12.0191)...
2023-09-13 07:36:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -11.9939)...
2023-09-13 07:46:38 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9597)...
2023-09-13 07:56:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -12.0025)...
2023-09-13 08:06:21 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -12.0155)...
2023-09-13 08:16:10 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9410)...
2023-09-13 08:26:08 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -11.9968)...
2023-09-13 08:26:55 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 08:30:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6968, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-13 08:34:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.5877, unpro_metric = -5.69, pro_metric = +10.59)...
2023-09-13 08:37:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 08:37:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 08:37:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=3.125e-05) - Epoch 85: train = -11.9854(109.18m/11079) | dev = -10.6205(10.52m/2802) | metric impr = +16.35 | no impr, best = -10.6355
2023-09-13 08:37:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 08:47:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9834)...
2023-09-13 08:57:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -12.0491)...
2023-09-13 09:07:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9622)...
2023-09-13 09:17:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -12.0085)...
2023-09-13 09:27:18 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -12.0230)...
2023-09-13 09:37:20 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -12.0382)...
2023-09-13 09:47:17 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.8835)...
2023-09-13 09:57:28 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9841)...
2023-09-13 10:07:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -12.0439)...
2023-09-13 10:17:32 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -12.0271)...
2023-09-13 10:27:29 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -12.0070)...
2023-09-13 10:28:15 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 10:31:56 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7023, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-13 10:35:46 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6047, unpro_metric = -5.69, pro_metric = +10.61)...
2023-09-13 10:38:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 10:38:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 10:38:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.563e-05) - Epoch 86: train = -12.0002(110.81m/11079) | dev = -10.6306(10.46m/2802) | metric impr = +16.36 | no impr, best = -10.6355
2023-09-13 10:38:43 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 10:48:35 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -12.0695)...
2023-09-13 10:58:26 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -12.0371)...
2023-09-13 11:08:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -12.0576)...
2023-09-13 11:18:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -11.9734)...
2023-09-13 11:28:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -12.0277)...
2023-09-13 11:37:59 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -12.0423)...
2023-09-13 11:47:53 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -11.9581)...
2023-09-13 11:57:42 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -11.9968)...
2023-09-13 12:07:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9374)...
2023-09-13 12:17:24 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9683)...
2023-09-13 12:27:22 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -12.0023)...
2023-09-13 12:28:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 12:31:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.7009, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-13 12:35:31 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6049, unpro_metric = -5.69, pro_metric = +10.61)...
2023-09-13 12:38:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 12:38:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 12:38:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.563e-05) - Epoch 87: train = -12.0058(109.43m/11079) | dev = -10.6256(10.30m/2802) | metric impr = +16.36 | no impr, best = -10.6355
2023-09-13 12:38:27 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:182 - INFO ] Set train mode...
2023-09-13 12:48:19 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 1000 batches (loss = -11.9978)...
2023-09-13 12:58:11 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 2000 batches (loss = -11.9847)...
2023-09-13 13:08:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 3000 batches (loss = -11.9675)...
2023-09-13 13:17:58 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 4000 batches (loss = -12.0209)...
2023-09-13 13:27:50 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 5000 batches (loss = -11.9959)...
2023-09-13 13:37:40 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 6000 batches (loss = -12.0591)...
2023-09-13 13:47:30 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 7000 batches (loss = -12.0545)...
2023-09-13 13:57:23 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 8000 batches (loss = -12.0107)...
2023-09-13 14:07:16 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 9000 batches (loss = -11.9696)...
2023-09-13 14:17:09 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 10000 batches (loss = -11.9783)...
2023-09-13 14:27:06 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:73 - INFO ] Processed 11000 batches (loss = -12.0187)...
2023-09-13 14:27:52 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:203 - INFO ] Set eval mode...
2023-09-13 14:31:34 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 1000 batches (loss = -10.6970, unpro_metric = -5.71, pro_metric = +10.70)...
2023-09-13 14:35:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:69 - INFO ] Processed 2000 batches (loss = -10.6018, unpro_metric = -5.69, pro_metric = +10.60)...
2023-09-13 14:38:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:79 - INFO ] Loss on 2802 batches: 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2023-09-13 14:38:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:84 - INFO ] Loss on 2802 batches: 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2023-09-13 14:38:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:270 - INFO ] Loss(time/N, lr=1.563e-05) - Epoch 88: train = -12.0048(109.42m/11079) | dev = -10.6231(10.35m/2802) | metric impr = +16.36 | no impr, best = -10.6355
2023-09-13 14:38:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:276 - INFO ] Stop training cause no impr for 6 epochs
2023-09-13 14:38:13 [/data/haofengyuan/Speech_extraction/pTFGridNet-TF-SISDR-master/nnet/libs/trainer.py:278 - INFO ] Training for 88/150 epoches done!