INFO:root:Namespace(accumulate=None, batch_size=32, bert_dataset='wiki_cn_cased', bert_model='bert_12_768_12', dev_batch_size=8, epochs=4, epsilon=1e-06, gpu=5, log_interval=10, lr=2e-05, max_len=128, model_parameters=None, only_inference=False, optimizer='bertadam', output_dir='output_dir/google_bert_xnli_ep4_seed6', pad=False, pretrained_bert_parameters=None, seed=6, task_name='XNLI', warmup_ratio=0.1)
INFO:root:BERTClassifier(
  (bert): BERTModel(
    (encoder): BERTEncoder(
      (dropout_layer): Dropout(p = 0.1, axes=())
      (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
      (transformer_cells): HybridSequential(
        (0): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (1): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (2): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (3): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (4): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (5): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (6): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (7): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (8): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (9): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (10): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
        (11): BERTEncoderCell(
          (dropout_layer): Dropout(p = 0.1, axes=())
          (attention_cell): MultiHeadAttentionCell(
            (_base_cell): DotProductAttentionCell(
              (_dropout_layer): Dropout(p = 0.1, axes=())
            )
            (proj_query): Dense(768 -> 768, linear)
            (proj_key): Dense(768 -> 768, linear)
            (proj_value): Dense(768 -> 768, linear)
          )
          (proj): Dense(768 -> 768, linear)
          (ffn): BERTPositionwiseFFN(
            (ffn_1): Dense(768 -> 3072, linear)
            (activation): GELU()
            (ffn_2): Dense(3072 -> 768, linear)
            (dropout_layer): Dropout(p = 0.1, axes=())
            (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
          )
          (layer_norm): BERTLayerNorm(eps=1e-12, axis=-1, center=True, scale=True, in_channels=768)
        )
      )
    )
    (word_embed): HybridSequential(
      (0): Embedding(21128 -> 768, float32)
      (1): Dropout(p = 0.1, axes=())
    )
    (token_type_embed): HybridSequential(
      (0): Embedding(2 -> 768, float32)
      (1): Dropout(p = 0.1, axes=())
    )
    (pooler): Dense(768 -> 768, Activation(tanh))
  )
  (classifier): HybridSequential(
    (0): Dropout(p = 0.1, axes=())
    (1): Dense(None -> 3, linear)
  )
)
INFO:root:processing dataset...
INFO:root:Now we are doing BERT classification training on gpu(5)!
INFO:root:[Epoch 1 Batch 10/12277] loss=1.1063, lr=0.0000000, metrics:accuracy:0.4156
INFO:root:[Epoch 1 Batch 20/12277] loss=1.1383, lr=0.0000001, metrics:accuracy:0.3672
INFO:root:[Epoch 1 Batch 30/12277] loss=1.0891, lr=0.0000001, metrics:accuracy:0.3719
INFO:root:[Epoch 1 Batch 40/12277] loss=1.1118, lr=0.0000002, metrics:accuracy:0.3734
INFO:root:[Epoch 1 Batch 50/12277] loss=1.1242, lr=0.0000002, metrics:accuracy:0.3675
INFO:root:[Epoch 1 Batch 60/12277] loss=1.0745, lr=0.0000002, metrics:accuracy:0.3802
INFO:root:[Epoch 1 Batch 70/12277] loss=1.1097, lr=0.0000003, metrics:accuracy:0.3830
INFO:root:[Epoch 1 Batch 80/12277] loss=1.0925, lr=0.0000003, metrics:accuracy:0.3824
INFO:root:[Epoch 1 Batch 90/12277] loss=1.1166, lr=0.0000004, metrics:accuracy:0.3806
INFO:root:[Epoch 1 Batch 100/12277] loss=1.1095, lr=0.0000004, metrics:accuracy:0.3784
INFO:root:[Epoch 1 Batch 110/12277] loss=1.1036, lr=0.0000004, metrics:accuracy:0.3764
INFO:root:[Epoch 1 Batch 120/12277] loss=1.1118, lr=0.0000005, metrics:accuracy:0.3729
INFO:root:[Epoch 1 Batch 130/12277] loss=1.0974, lr=0.0000005, metrics:accuracy:0.3731
INFO:root:[Epoch 1 Batch 140/12277] loss=1.0950, lr=0.0000006, metrics:accuracy:0.3721
INFO:root:[Epoch 1 Batch 150/12277] loss=1.0888, lr=0.0000006, metrics:accuracy:0.3719
INFO:root:[Epoch 1 Batch 160/12277] loss=1.0826, lr=0.0000006, metrics:accuracy:0.3738
INFO:root:[Epoch 1 Batch 170/12277] loss=1.1113, lr=0.0000007, metrics:accuracy:0.3722
INFO:root:[Epoch 1 Batch 180/12277] loss=1.0832, lr=0.0000007, metrics:accuracy:0.3727
INFO:root:[Epoch 1 Batch 190/12277] loss=1.0830, lr=0.0000008, metrics:accuracy:0.3742
INFO:root:[Epoch 1 Batch 200/12277] loss=1.0964, lr=0.0000008, metrics:accuracy:0.3733
INFO:root:[Epoch 1 Batch 210/12277] loss=1.0693, lr=0.0000009, metrics:accuracy:0.3759
INFO:root:[Epoch 1 Batch 220/12277] loss=1.0677, lr=0.0000009, metrics:accuracy:0.3763
INFO:root:[Epoch 1 Batch 230/12277] loss=1.0763, lr=0.0000009, metrics:accuracy:0.3776
INFO:root:[Epoch 1 Batch 240/12277] loss=1.0963, lr=0.0000010, metrics:accuracy:0.3779
INFO:root:[Epoch 1 Batch 250/12277] loss=1.0771, lr=0.0000010, metrics:accuracy:0.3794
INFO:root:[Epoch 1 Batch 260/12277] loss=1.0639, lr=0.0000011, metrics:accuracy:0.3809
INFO:root:[Epoch 1 Batch 270/12277] loss=1.0671, lr=0.0000011, metrics:accuracy:0.3814
INFO:root:[Epoch 1 Batch 280/12277] loss=1.0838, lr=0.0000011, metrics:accuracy:0.3820
INFO:root:[Epoch 1 Batch 290/12277] loss=1.0604, lr=0.0000012, metrics:accuracy:0.3834
INFO:root:[Epoch 1 Batch 300/12277] loss=1.0760, lr=0.0000012, metrics:accuracy:0.3850
INFO:root:[Epoch 1 Batch 310/12277] loss=1.0586, lr=0.0000013, metrics:accuracy:0.3860
INFO:root:[Epoch 1 Batch 320/12277] loss=1.0851, lr=0.0000013, metrics:accuracy:0.3866
INFO:root:[Epoch 1 Batch 330/12277] loss=1.0798, lr=0.0000013, metrics:accuracy:0.3863
INFO:root:[Epoch 1 Batch 340/12277] loss=1.0428, lr=0.0000014, metrics:accuracy:0.3884
INFO:root:[Epoch 1 Batch 350/12277] loss=1.0519, lr=0.0000014, metrics:accuracy:0.3899
INFO:root:[Epoch 1 Batch 360/12277] loss=1.0813, lr=0.0000015, metrics:accuracy:0.3894
INFO:root:[Epoch 1 Batch 370/12277] loss=1.0752, lr=0.0000015, metrics:accuracy:0.3910
INFO:root:[Epoch 1 Batch 380/12277] loss=1.0507, lr=0.0000015, metrics:accuracy:0.3922
INFO:root:[Epoch 1 Batch 390/12277] loss=1.0283, lr=0.0000016, metrics:accuracy:0.3946
INFO:root:[Epoch 1 Batch 400/12277] loss=1.0458, lr=0.0000016, metrics:accuracy:0.3961
INFO:root:[Epoch 1 Batch 410/12277] loss=1.0024, lr=0.0000017, metrics:accuracy:0.3985
INFO:root:[Epoch 1 Batch 420/12277] loss=1.0481, lr=0.0000017, metrics:accuracy:0.3997
INFO:root:[Epoch 1 Batch 430/12277] loss=1.0062, lr=0.0000017, metrics:accuracy:0.4020
INFO:root:[Epoch 1 Batch 440/12277] loss=1.0457, lr=0.0000018, metrics:accuracy:0.4037
INFO:root:[Epoch 1 Batch 450/12277] loss=1.0225, lr=0.0000018, metrics:accuracy:0.4059
INFO:root:[Epoch 1 Batch 460/12277] loss=1.0305, lr=0.0000019, metrics:accuracy:0.4066
INFO:root:[Epoch 1 Batch 470/12277] loss=1.0032, lr=0.0000019, metrics:accuracy:0.4096
INFO:root:[Epoch 1 Batch 480/12277] loss=1.0098, lr=0.0000020, metrics:accuracy:0.4122
INFO:root:[Epoch 1 Batch 490/12277] loss=1.0032, lr=0.0000020, metrics:accuracy:0.4142
INFO:root:[Epoch 1 Batch 500/12277] loss=1.0125, lr=0.0000020, metrics:accuracy:0.4155
INFO:root:[Epoch 1 Batch 510/12277] loss=1.0281, lr=0.0000021, metrics:accuracy:0.4165
INFO:root:[Epoch 1 Batch 520/12277] loss=1.0007, lr=0.0000021, metrics:accuracy:0.4183
INFO:root:[Epoch 1 Batch 530/12277] loss=0.9479, lr=0.0000022, metrics:accuracy:0.4216
INFO:root:[Epoch 1 Batch 540/12277] loss=0.9825, lr=0.0000022, metrics:accuracy:0.4237
INFO:root:[Epoch 1 Batch 550/12277] loss=0.9987, lr=0.0000022, metrics:accuracy:0.4254
INFO:root:[Epoch 1 Batch 560/12277] loss=0.9400, lr=0.0000023, metrics:accuracy:0.4285
INFO:root:[Epoch 1 Batch 570/12277] loss=0.9737, lr=0.0000023, metrics:accuracy:0.4306
INFO:root:[Epoch 1 Batch 580/12277] loss=0.9702, lr=0.0000024, metrics:accuracy:0.4326
INFO:root:[Epoch 1 Batch 590/12277] loss=0.9417, lr=0.0000024, metrics:accuracy:0.4353
INFO:root:[Epoch 1 Batch 600/12277] loss=0.9438, lr=0.0000024, metrics:accuracy:0.4375
INFO:root:[Epoch 1 Batch 610/12277] loss=0.9403, lr=0.0000025, metrics:accuracy:0.4397
INFO:root:[Epoch 1 Batch 620/12277] loss=0.9356, lr=0.0000025, metrics:accuracy:0.4420
INFO:root:[Epoch 1 Batch 630/12277] loss=0.9596, lr=0.0000026, metrics:accuracy:0.4436
INFO:root:[Epoch 1 Batch 640/12277] loss=0.9020, lr=0.0000026, metrics:accuracy:0.4461
INFO:root:[Epoch 1 Batch 650/12277] loss=0.9084, lr=0.0000026, metrics:accuracy:0.4484
INFO:root:[Epoch 1 Batch 660/12277] loss=0.8770, lr=0.0000027, metrics:accuracy:0.4509
INFO:root:[Epoch 1 Batch 670/12277] loss=0.9298, lr=0.0000027, metrics:accuracy:0.4525
INFO:root:[Epoch 1 Batch 680/12277] loss=0.9033, lr=0.0000028, metrics:accuracy:0.4547
INFO:root:[Epoch 1 Batch 690/12277] loss=0.8928, lr=0.0000028, metrics:accuracy:0.4567
INFO:root:[Epoch 1 Batch 700/12277] loss=0.9138, lr=0.0000028, metrics:accuracy:0.4584
INFO:root:[Epoch 1 Batch 710/12277] loss=0.9271, lr=0.0000029, metrics:accuracy:0.4602
INFO:root:[Epoch 1 Batch 720/12277] loss=0.9374, lr=0.0000029, metrics:accuracy:0.4614
INFO:root:[Epoch 1 Batch 730/12277] loss=0.9426, lr=0.0000030, metrics:accuracy:0.4625
INFO:root:[Epoch 1 Batch 740/12277] loss=0.8674, lr=0.0000030, metrics:accuracy:0.4648
INFO:root:[Epoch 1 Batch 750/12277] loss=0.8718, lr=0.0000031, metrics:accuracy:0.4670
INFO:root:[Epoch 1 Batch 760/12277] loss=0.9226, lr=0.0000031, metrics:accuracy:0.4683
INFO:root:[Epoch 1 Batch 770/12277] loss=0.8880, lr=0.0000031, metrics:accuracy:0.4701
INFO:root:[Epoch 1 Batch 780/12277] loss=0.8974, lr=0.0000032, metrics:accuracy:0.4713
INFO:root:[Epoch 1 Batch 790/12277] loss=0.8710, lr=0.0000032, metrics:accuracy:0.4728
INFO:root:[Epoch 1 Batch 800/12277] loss=0.8502, lr=0.0000033, metrics:accuracy:0.4747
INFO:root:[Epoch 1 Batch 810/12277] loss=0.8779, lr=0.0000033, metrics:accuracy:0.4766
INFO:root:[Epoch 1 Batch 820/12277] loss=0.9049, lr=0.0000033, metrics:accuracy:0.4779
INFO:root:[Epoch 1 Batch 830/12277] loss=0.8828, lr=0.0000034, metrics:accuracy:0.4795
INFO:root:[Epoch 1 Batch 840/12277] loss=0.8985, lr=0.0000034, metrics:accuracy:0.4807
INFO:root:[Epoch 1 Batch 850/12277] loss=0.8533, lr=0.0000035, metrics:accuracy:0.4825
INFO:root:[Epoch 1 Batch 860/12277] loss=0.8916, lr=0.0000035, metrics:accuracy:0.4836
INFO:root:[Epoch 1 Batch 870/12277] loss=0.8689, lr=0.0000035, metrics:accuracy:0.4852
INFO:root:[Epoch 1 Batch 880/12277] loss=0.8838, lr=0.0000036, metrics:accuracy:0.4867
INFO:root:[Epoch 1 Batch 890/12277] loss=0.7963, lr=0.0000036, metrics:accuracy:0.4886
INFO:root:[Epoch 1 Batch 900/12277] loss=0.8720, lr=0.0000037, metrics:accuracy:0.4897
INFO:root:[Epoch 1 Batch 910/12277] loss=0.8547, lr=0.0000037, metrics:accuracy:0.4911
INFO:root:[Epoch 1 Batch 920/12277] loss=0.8203, lr=0.0000037, metrics:accuracy:0.4929
INFO:root:[Epoch 1 Batch 930/12277] loss=0.8684, lr=0.0000038, metrics:accuracy:0.4941
INFO:root:[Epoch 1 Batch 940/12277] loss=0.9270, lr=0.0000038, metrics:accuracy:0.4948
INFO:root:[Epoch 1 Batch 950/12277] loss=0.8493, lr=0.0000039, metrics:accuracy:0.4960
INFO:root:[Epoch 1 Batch 960/12277] loss=0.8338, lr=0.0000039, metrics:accuracy:0.4972
INFO:root:[Epoch 1 Batch 970/12277] loss=0.9050, lr=0.0000039, metrics:accuracy:0.4979
INFO:root:[Epoch 1 Batch 980/12277] loss=0.8630, lr=0.0000040, metrics:accuracy:0.4990
INFO:root:[Epoch 1 Batch 990/12277] loss=0.8412, lr=0.0000040, metrics:accuracy:0.5002
INFO:root:[Epoch 1 Batch 1000/12277] loss=0.8242, lr=0.0000041, metrics:accuracy:0.5016
INFO:root:[Epoch 1 Batch 1010/12277] loss=0.8613, lr=0.0000041, metrics:accuracy:0.5026
INFO:root:[Epoch 1 Batch 1020/12277] loss=0.8133, lr=0.0000042, metrics:accuracy:0.5039
INFO:root:[Epoch 1 Batch 1030/12277] loss=0.8362, lr=0.0000042, metrics:accuracy:0.5051
INFO:root:[Epoch 1 Batch 1040/12277] loss=0.8297, lr=0.0000042, metrics:accuracy:0.5063
INFO:root:[Epoch 1 Batch 1050/12277] loss=0.9074, lr=0.0000043, metrics:accuracy:0.5073
INFO:root:[Epoch 1 Batch 1060/12277] loss=0.8326, lr=0.0000043, metrics:accuracy:0.5086
INFO:root:[Epoch 1 Batch 1070/12277] loss=0.8683, lr=0.0000044, metrics:accuracy:0.5094
INFO:root:[Epoch 1 Batch 1080/12277] loss=0.8385, lr=0.0000044, metrics:accuracy:0.5105
INFO:root:[Epoch 1 Batch 1090/12277] loss=0.8290, lr=0.0000044, metrics:accuracy:0.5117
INFO:root:[Epoch 1 Batch 1100/12277] loss=0.8604, lr=0.0000045, metrics:accuracy:0.5127
INFO:root:[Epoch 1 Batch 1110/12277] loss=0.9177, lr=0.0000045, metrics:accuracy:0.5131
INFO:root:[Epoch 1 Batch 1120/12277] loss=0.7848, lr=0.0000046, metrics:accuracy:0.5143
INFO:root:[Epoch 1 Batch 1130/12277] loss=0.8210, lr=0.0000046, metrics:accuracy:0.5154
INFO:root:[Epoch 1 Batch 1140/12277] loss=0.8858, lr=0.0000046, metrics:accuracy:0.5159
INFO:root:[Epoch 1 Batch 1150/12277] loss=0.7811, lr=0.0000047, metrics:accuracy:0.5173
INFO:root:[Epoch 1 Batch 1160/12277] loss=0.8578, lr=0.0000047, metrics:accuracy:0.5182
INFO:root:[Epoch 1 Batch 1170/12277] loss=0.8493, lr=0.0000048, metrics:accuracy:0.5189
INFO:root:[Epoch 1 Batch 1180/12277] loss=0.8021, lr=0.0000048, metrics:accuracy:0.5199
INFO:root:[Epoch 1 Batch 1190/12277] loss=0.7966, lr=0.0000048, metrics:accuracy:0.5211
INFO:root:[Epoch 1 Batch 1200/12277] loss=0.8000, lr=0.0000049, metrics:accuracy:0.5221
INFO:root:[Epoch 1 Batch 1210/12277] loss=0.8093, lr=0.0000049, metrics:accuracy:0.5230
INFO:root:[Epoch 1 Batch 1220/12277] loss=0.8529, lr=0.0000050, metrics:accuracy:0.5236
INFO:root:[Epoch 1 Batch 1230/12277] loss=0.8497, lr=0.0000050, metrics:accuracy:0.5246
INFO:root:[Epoch 1 Batch 1240/12277] loss=0.8215, lr=0.0000050, metrics:accuracy:0.5257
INFO:root:[Epoch 1 Batch 1250/12277] loss=0.7966, lr=0.0000051, metrics:accuracy:0.5267
INFO:root:[Epoch 1 Batch 1260/12277] loss=0.7374, lr=0.0000051, metrics:accuracy:0.5281
INFO:root:[Epoch 1 Batch 1270/12277] loss=0.9151, lr=0.0000052, metrics:accuracy:0.5284
INFO:root:[Epoch 1 Batch 1280/12277] loss=0.8617, lr=0.0000052, metrics:accuracy:0.5289
INFO:root:[Epoch 1 Batch 1290/12277] loss=0.8157, lr=0.0000053, metrics:accuracy:0.5298
INFO:root:[Epoch 1 Batch 1300/12277] loss=0.8597, lr=0.0000053, metrics:accuracy:0.5302
INFO:root:[Epoch 1 Batch 1310/12277] loss=0.7980, lr=0.0000053, metrics:accuracy:0.5311
INFO:root:[Epoch 1 Batch 1320/12277] loss=0.7483, lr=0.0000054, metrics:accuracy:0.5322
INFO:root:[Epoch 1 Batch 1330/12277] loss=0.8064, lr=0.0000054, metrics:accuracy:0.5332
INFO:root:[Epoch 1 Batch 1340/12277] loss=0.8024, lr=0.0000055, metrics:accuracy:0.5342
INFO:root:[Epoch 1 Batch 1350/12277] loss=0.7728, lr=0.0000055, metrics:accuracy:0.5354
INFO:root:[Epoch 1 Batch 1360/12277] loss=0.7942, lr=0.0000055, metrics:accuracy:0.5362
INFO:root:[Epoch 1 Batch 1370/12277] loss=0.7320, lr=0.0000056, metrics:accuracy:0.5373
INFO:root:[Epoch 1 Batch 1380/12277] loss=0.7775, lr=0.0000056, metrics:accuracy:0.5384
INFO:root:[Epoch 1 Batch 1390/12277] loss=0.7611, lr=0.0000057, metrics:accuracy:0.5392
INFO:root:[Epoch 1 Batch 1400/12277] loss=0.8167, lr=0.0000057, metrics:accuracy:0.5400
INFO:root:[Epoch 1 Batch 1410/12277] loss=0.7316, lr=0.0000057, metrics:accuracy:0.5411
INFO:root:[Epoch 1 Batch 1420/12277] loss=0.7806, lr=0.0000058, metrics:accuracy:0.5420
INFO:root:[Epoch 1 Batch 1430/12277] loss=0.7959, lr=0.0000058, metrics:accuracy:0.5429
INFO:root:[Epoch 1 Batch 1440/12277] loss=0.8081, lr=0.0000059, metrics:accuracy:0.5437
INFO:root:[Epoch 1 Batch 1450/12277] loss=0.7549, lr=0.0000059, metrics:accuracy:0.5449
INFO:root:[Epoch 1 Batch 1460/12277] loss=0.8573, lr=0.0000059, metrics:accuracy:0.5454
INFO:root:[Epoch 1 Batch 1470/12277] loss=0.7638, lr=0.0000060, metrics:accuracy:0.5462
INFO:root:[Epoch 1 Batch 1480/12277] loss=0.7890, lr=0.0000060, metrics:accuracy:0.5469
INFO:root:[Epoch 1 Batch 1490/12277] loss=0.8054, lr=0.0000061, metrics:accuracy:0.5475
INFO:root:[Epoch 1 Batch 1500/12277] loss=0.7625, lr=0.0000061, metrics:accuracy:0.5484
INFO:root:[Epoch 1 Batch 1510/12277] loss=0.7815, lr=0.0000061, metrics:accuracy:0.5492
INFO:root:[Epoch 1 Batch 1520/12277] loss=0.7893, lr=0.0000062, metrics:accuracy:0.5499
INFO:root:[Epoch 1 Batch 1530/12277] loss=0.7326, lr=0.0000062, metrics:accuracy:0.5508
INFO:root:[Epoch 1 Batch 1540/12277] loss=0.7683, lr=0.0000063, metrics:accuracy:0.5515
INFO:root:[Epoch 1 Batch 1550/12277] loss=0.7488, lr=0.0000063, metrics:accuracy:0.5524
INFO:root:[Epoch 1 Batch 1560/12277] loss=0.7710, lr=0.0000064, metrics:accuracy:0.5532
INFO:root:[Epoch 1 Batch 1570/12277] loss=0.7482, lr=0.0000064, metrics:accuracy:0.5540
INFO:root:[Epoch 1 Batch 1580/12277] loss=0.7403, lr=0.0000064, metrics:accuracy:0.5548
INFO:root:[Epoch 1 Batch 1590/12277] loss=0.7744, lr=0.0000065, metrics:accuracy:0.5554
INFO:root:[Epoch 1 Batch 1600/12277] loss=0.7483, lr=0.0000065, metrics:accuracy:0.5563
INFO:root:[Epoch 1 Batch 1610/12277] loss=0.8180, lr=0.0000066, metrics:accuracy:0.5569
INFO:root:[Epoch 1 Batch 1620/12277] loss=0.7964, lr=0.0000066, metrics:accuracy:0.5574
INFO:root:[Epoch 1 Batch 1630/12277] loss=0.7278, lr=0.0000066, metrics:accuracy:0.5583
INFO:root:[Epoch 1 Batch 1640/12277] loss=0.8024, lr=0.0000067, metrics:accuracy:0.5588
INFO:root:[Epoch 1 Batch 1650/12277] loss=0.8116, lr=0.0000067, metrics:accuracy:0.5594
INFO:root:[Epoch 1 Batch 1660/12277] loss=0.7189, lr=0.0000068, metrics:accuracy:0.5600
INFO:root:[Epoch 1 Batch 1670/12277] loss=0.7482, lr=0.0000068, metrics:accuracy:0.5608
INFO:root:[Epoch 1 Batch 1680/12277] loss=0.8297, lr=0.0000068, metrics:accuracy:0.5613
INFO:root:[Epoch 1 Batch 1690/12277] loss=0.8337, lr=0.0000069, metrics:accuracy:0.5618
INFO:root:[Epoch 1 Batch 1700/12277] loss=0.8220, lr=0.0000069, metrics:accuracy:0.5624
INFO:root:[Epoch 1 Batch 1710/12277] loss=0.7572, lr=0.0000070, metrics:accuracy:0.5631
INFO:root:[Epoch 1 Batch 1720/12277] loss=0.7228, lr=0.0000070, metrics:accuracy:0.5640
INFO:root:[Epoch 1 Batch 1730/12277] loss=0.7499, lr=0.0000070, metrics:accuracy:0.5648
INFO:root:[Epoch 1 Batch 1740/12277] loss=0.7038, lr=0.0000071, metrics:accuracy:0.5656
INFO:root:[Epoch 1 Batch 1750/12277] loss=0.7335, lr=0.0000071, metrics:accuracy:0.5663
INFO:root:[Epoch 1 Batch 1760/12277] loss=0.8499, lr=0.0000072, metrics:accuracy:0.5666
INFO:root:[Epoch 1 Batch 1770/12277] loss=0.7736, lr=0.0000072, metrics:accuracy:0.5671
INFO:root:[Epoch 1 Batch 1780/12277] loss=0.7880, lr=0.0000072, metrics:accuracy:0.5676
INFO:root:[Epoch 1 Batch 1790/12277] loss=0.6714, lr=0.0000073, metrics:accuracy:0.5684
INFO:root:[Epoch 1 Batch 1800/12277] loss=0.7422, lr=0.0000073, metrics:accuracy:0.5690
INFO:root:[Epoch 1 Batch 1810/12277] loss=0.7653, lr=0.0000074, metrics:accuracy:0.5694
INFO:root:[Epoch 1 Batch 1820/12277] loss=0.6767, lr=0.0000074, metrics:accuracy:0.5702
INFO:root:[Epoch 1 Batch 1830/12277] loss=0.8049, lr=0.0000075, metrics:accuracy:0.5706
INFO:root:[Epoch 1 Batch 1840/12277] loss=0.8538, lr=0.0000075, metrics:accuracy:0.5709
INFO:root:[Epoch 1 Batch 1850/12277] loss=0.7373, lr=0.0000075, metrics:accuracy:0.5715
INFO:root:[Epoch 1 Batch 1860/12277] loss=0.7799, lr=0.0000076, metrics:accuracy:0.5720
INFO:root:[Epoch 1 Batch 1870/12277] loss=0.7370, lr=0.0000076, metrics:accuracy:0.5728
INFO:root:[Epoch 1 Batch 1880/12277] loss=0.7282, lr=0.0000077, metrics:accuracy:0.5735
INFO:root:[Epoch 1 Batch 1890/12277] loss=0.7658, lr=0.0000077, metrics:accuracy:0.5740
INFO:root:[Epoch 1 Batch 1900/12277] loss=0.7464, lr=0.0000077, metrics:accuracy:0.5747
INFO:root:[Epoch 1 Batch 1910/12277] loss=0.7579, lr=0.0000078, metrics:accuracy:0.5753
INFO:root:[Epoch 1 Batch 1920/12277] loss=0.8633, lr=0.0000078, metrics:accuracy:0.5754
INFO:root:[Epoch 1 Batch 1930/12277] loss=0.7664, lr=0.0000079, metrics:accuracy:0.5760
INFO:root:[Epoch 1 Batch 1940/12277] loss=0.7461, lr=0.0000079, metrics:accuracy:0.5766
INFO:root:[Epoch 1 Batch 1950/12277] loss=0.7720, lr=0.0000079, metrics:accuracy:0.5771
INFO:root:[Epoch 1 Batch 1960/12277] loss=0.7978, lr=0.0000080, metrics:accuracy:0.5774
INFO:root:[Epoch 1 Batch 1970/12277] loss=0.7413, lr=0.0000080, metrics:accuracy:0.5780
INFO:root:[Epoch 1 Batch 1980/12277] loss=0.8028, lr=0.0000081, metrics:accuracy:0.5784
INFO:root:[Epoch 1 Batch 1990/12277] loss=0.6830, lr=0.0000081, metrics:accuracy:0.5791
INFO:root:[Epoch 1 Batch 2000/12277] loss=0.8009, lr=0.0000081, metrics:accuracy:0.5795
INFO:root:[Epoch 1 Batch 2010/12277] loss=0.8194, lr=0.0000082, metrics:accuracy:0.5796
INFO:root:[Epoch 1 Batch 2020/12277] loss=0.7528, lr=0.0000082, metrics:accuracy:0.5802
INFO:root:[Epoch 1 Batch 2030/12277] loss=0.7142, lr=0.0000083, metrics:accuracy:0.5807
INFO:root:[Epoch 1 Batch 2040/12277] loss=0.7292, lr=0.0000083, metrics:accuracy:0.5812
INFO:root:[Epoch 1 Batch 2050/12277] loss=0.6791, lr=0.0000083, metrics:accuracy:0.5819
INFO:root:[Epoch 1 Batch 2060/12277] loss=0.6549, lr=0.0000084, metrics:accuracy:0.5827
INFO:root:[Epoch 1 Batch 2070/12277] loss=0.7290, lr=0.0000084, metrics:accuracy:0.5832
INFO:root:[Epoch 1 Batch 2080/12277] loss=0.7001, lr=0.0000085, metrics:accuracy:0.5838
INFO:root:[Epoch 1 Batch 2090/12277] loss=0.8143, lr=0.0000085, metrics:accuracy:0.5842
INFO:root:[Epoch 1 Batch 2100/12277] loss=0.7463, lr=0.0000086, metrics:accuracy:0.5847
INFO:root:[Epoch 1 Batch 2110/12277] loss=0.6760, lr=0.0000086, metrics:accuracy:0.5853
INFO:root:[Epoch 1 Batch 2120/12277] loss=0.7014, lr=0.0000086, metrics:accuracy:0.5859
INFO:root:[Epoch 1 Batch 2130/12277] loss=0.7021, lr=0.0000087, metrics:accuracy:0.5864
INFO:root:[Epoch 1 Batch 2140/12277] loss=0.7638, lr=0.0000087, metrics:accuracy:0.5868
INFO:root:[Epoch 1 Batch 2150/12277] loss=0.6447, lr=0.0000088, metrics:accuracy:0.5875
INFO:root:[Epoch 1 Batch 2160/12277] loss=0.7656, lr=0.0000088, metrics:accuracy:0.5879
INFO:root:[Epoch 1 Batch 2170/12277] loss=0.7628, lr=0.0000088, metrics:accuracy:0.5884
INFO:root:[Epoch 1 Batch 2180/12277] loss=0.7235, lr=0.0000089, metrics:accuracy:0.5888
INFO:root:[Epoch 1 Batch 2190/12277] loss=0.7394, lr=0.0000089, metrics:accuracy:0.5893
INFO:root:[Epoch 1 Batch 2200/12277] loss=0.7333, lr=0.0000090, metrics:accuracy:0.5898
INFO:root:[Epoch 1 Batch 2210/12277] loss=0.8622, lr=0.0000090, metrics:accuracy:0.5899
INFO:root:[Epoch 1 Batch 2220/12277] loss=0.7129, lr=0.0000090, metrics:accuracy:0.5904
INFO:root:[Epoch 1 Batch 2230/12277] loss=0.7527, lr=0.0000091, metrics:accuracy:0.5909
INFO:root:[Epoch 1 Batch 2240/12277] loss=0.8044, lr=0.0000091, metrics:accuracy:0.5911
INFO:root:[Epoch 1 Batch 2250/12277] loss=0.6911, lr=0.0000092, metrics:accuracy:0.5917
INFO:root:[Epoch 1 Batch 2260/12277] loss=0.8423, lr=0.0000092, metrics:accuracy:0.5919
INFO:root:[Epoch 1 Batch 2270/12277] loss=0.7950, lr=0.0000092, metrics:accuracy:0.5922
INFO:root:[Epoch 1 Batch 2280/12277] loss=0.7151, lr=0.0000093, metrics:accuracy:0.5927
INFO:root:[Epoch 1 Batch 2290/12277] loss=0.8050, lr=0.0000093, metrics:accuracy:0.5929
INFO:root:[Epoch 1 Batch 2300/12277] loss=0.6981, lr=0.0000094, metrics:accuracy:0.5934
INFO:root:[Epoch 1 Batch 2310/12277] loss=0.7258, lr=0.0000094, metrics:accuracy:0.5939
INFO:root:[Epoch 1 Batch 2320/12277] loss=0.7363, lr=0.0000094, metrics:accuracy:0.5943
INFO:root:[Epoch 1 Batch 2330/12277] loss=0.6403, lr=0.0000095, metrics:accuracy:0.5950
INFO:root:[Epoch 1 Batch 2340/12277] loss=0.7645, lr=0.0000095, metrics:accuracy:0.5952
INFO:root:[Epoch 1 Batch 2350/12277] loss=0.7334, lr=0.0000096, metrics:accuracy:0.5956
INFO:root:[Epoch 1 Batch 2360/12277] loss=0.7257, lr=0.0000096, metrics:accuracy:0.5962
INFO:root:[Epoch 1 Batch 2370/12277] loss=0.7108, lr=0.0000097, metrics:accuracy:0.5966
INFO:root:[Epoch 1 Batch 2380/12277] loss=0.6432, lr=0.0000097, metrics:accuracy:0.5972
INFO:root:[Epoch 1 Batch 2390/12277] loss=0.7330, lr=0.0000097, metrics:accuracy:0.5976
INFO:root:[Epoch 1 Batch 2400/12277] loss=0.7095, lr=0.0000098, metrics:accuracy:0.5980
INFO:root:[Epoch 1 Batch 2410/12277] loss=0.7097, lr=0.0000098, metrics:accuracy:0.5984
INFO:root:[Epoch 1 Batch 2420/12277] loss=0.7692, lr=0.0000099, metrics:accuracy:0.5988
INFO:root:[Epoch 1 Batch 2430/12277] loss=0.7140, lr=0.0000099, metrics:accuracy:0.5993
INFO:root:[Epoch 1 Batch 2440/12277] loss=0.6498, lr=0.0000099, metrics:accuracy:0.5998
INFO:root:[Epoch 1 Batch 2450/12277] loss=0.7897, lr=0.0000100, metrics:accuracy:0.6001
INFO:root:[Epoch 1 Batch 2460/12277] loss=0.7183, lr=0.0000100, metrics:accuracy:0.6005
INFO:root:[Epoch 1 Batch 2470/12277] loss=0.6895, lr=0.0000101, metrics:accuracy:0.6010
INFO:root:[Epoch 1 Batch 2480/12277] loss=0.7512, lr=0.0000101, metrics:accuracy:0.6013
INFO:root:[Epoch 1 Batch 2490/12277] loss=0.7101, lr=0.0000101, metrics:accuracy:0.6018
INFO:root:[Epoch 1 Batch 2500/12277] loss=0.7509, lr=0.0000102, metrics:accuracy:0.6021
INFO:root:[Epoch 1 Batch 2510/12277] loss=0.7342, lr=0.0000102, metrics:accuracy:0.6026
INFO:root:[Epoch 1 Batch 2520/12277] loss=0.6674, lr=0.0000103, metrics:accuracy:0.6031
INFO:root:[Epoch 1 Batch 2530/12277] loss=0.6641, lr=0.0000103, metrics:accuracy:0.6035
INFO:root:[Epoch 1 Batch 2540/12277] loss=0.6992, lr=0.0000103, metrics:accuracy:0.6039
INFO:root:[Epoch 1 Batch 2550/12277] loss=0.7091, lr=0.0000104, metrics:accuracy:0.6042
INFO:root:[Epoch 1 Batch 2560/12277] loss=0.7142, lr=0.0000104, metrics:accuracy:0.6046
INFO:root:[Epoch 1 Batch 2570/12277] loss=0.6612, lr=0.0000105, metrics:accuracy:0.6050
INFO:root:[Epoch 1 Batch 2580/12277] loss=0.6804, lr=0.0000105, metrics:accuracy:0.6054
INFO:root:[Epoch 1 Batch 2590/12277] loss=0.7454, lr=0.0000106, metrics:accuracy:0.6057
INFO:root:[Epoch 1 Batch 2600/12277] loss=0.7650, lr=0.0000106, metrics:accuracy:0.6060
INFO:root:[Epoch 1 Batch 2610/12277] loss=0.6914, lr=0.0000106, metrics:accuracy:0.6064
INFO:root:[Epoch 1 Batch 2620/12277] loss=0.6882, lr=0.0000107, metrics:accuracy:0.6068
INFO:root:[Epoch 1 Batch 2630/12277] loss=0.7155, lr=0.0000107, metrics:accuracy:0.6072
INFO:root:[Epoch 1 Batch 2640/12277] loss=0.7128, lr=0.0000108, metrics:accuracy:0.6076
INFO:root:[Epoch 1 Batch 2650/12277] loss=0.6915, lr=0.0000108, metrics:accuracy:0.6080
INFO:root:[Epoch 1 Batch 2660/12277] loss=0.7091, lr=0.0000108, metrics:accuracy:0.6083
INFO:root:[Epoch 1 Batch 2670/12277] loss=0.7562, lr=0.0000109, metrics:accuracy:0.6087
INFO:root:[Epoch 1 Batch 2680/12277] loss=0.7546, lr=0.0000109, metrics:accuracy:0.6090
INFO:root:[Epoch 1 Batch 2690/12277] loss=0.7142, lr=0.0000110, metrics:accuracy:0.6093
INFO:root:[Epoch 1 Batch 2700/12277] loss=0.7272, lr=0.0000110, metrics:accuracy:0.6096
INFO:root:[Epoch 1 Batch 2710/12277] loss=0.7250, lr=0.0000110, metrics:accuracy:0.6099
INFO:root:[Epoch 1 Batch 2720/12277] loss=0.6965, lr=0.0000111, metrics:accuracy:0.6103
INFO:root:[Epoch 1 Batch 2730/12277] loss=0.7601, lr=0.0000111, metrics:accuracy:0.6106
INFO:root:[Epoch 1 Batch 2740/12277] loss=0.7955, lr=0.0000112, metrics:accuracy:0.6108
INFO:root:[Epoch 1 Batch 2750/12277] loss=0.7438, lr=0.0000112, metrics:accuracy:0.6109
INFO:root:[Epoch 1 Batch 2760/12277] loss=0.6421, lr=0.0000112, metrics:accuracy:0.6114
INFO:root:[Epoch 1 Batch 2770/12277] loss=0.8042, lr=0.0000113, metrics:accuracy:0.6115
INFO:root:[Epoch 1 Batch 2780/12277] loss=0.7652, lr=0.0000113, metrics:accuracy:0.6117
INFO:root:[Epoch 1 Batch 2790/12277] loss=0.7097, lr=0.0000114, metrics:accuracy:0.6120
INFO:root:[Epoch 1 Batch 2800/12277] loss=0.6829, lr=0.0000114, metrics:accuracy:0.6123
INFO:root:[Epoch 1 Batch 2810/12277] loss=0.7180, lr=0.0000114, metrics:accuracy:0.6126
INFO:root:[Epoch 1 Batch 2820/12277] loss=0.6721, lr=0.0000115, metrics:accuracy:0.6131
INFO:root:[Epoch 1 Batch 2830/12277] loss=0.6765, lr=0.0000115, metrics:accuracy:0.6134
INFO:root:[Epoch 1 Batch 2840/12277] loss=0.6647, lr=0.0000116, metrics:accuracy:0.6138
INFO:root:[Epoch 1 Batch 2850/12277] loss=0.7081, lr=0.0000116, metrics:accuracy:0.6140
INFO:root:[Epoch 1 Batch 2860/12277] loss=0.6500, lr=0.0000117, metrics:accuracy:0.6145
INFO:root:[Epoch 1 Batch 2870/12277] loss=0.7415, lr=0.0000117, metrics:accuracy:0.6149
INFO:root:[Epoch 1 Batch 2880/12277] loss=0.6468, lr=0.0000117, metrics:accuracy:0.6153
INFO:root:[Epoch 1 Batch 2890/12277] loss=0.7689, lr=0.0000118, metrics:accuracy:0.6155
INFO:root:[Epoch 1 Batch 2900/12277] loss=0.7335, lr=0.0000118, metrics:accuracy:0.6157
INFO:root:[Epoch 1 Batch 2910/12277] loss=0.6842, lr=0.0000119, metrics:accuracy:0.6161
INFO:root:[Epoch 1 Batch 2920/12277] loss=0.6685, lr=0.0000119, metrics:accuracy:0.6164
INFO:root:[Epoch 1 Batch 2930/12277] loss=0.7097, lr=0.0000119, metrics:accuracy:0.6167
INFO:root:[Epoch 1 Batch 2940/12277] loss=0.6616, lr=0.0000120, metrics:accuracy:0.6171
INFO:root:[Epoch 1 Batch 2950/12277] loss=0.7027, lr=0.0000120, metrics:accuracy:0.6174
INFO:root:[Epoch 1 Batch 2960/12277] loss=0.6739, lr=0.0000121, metrics:accuracy:0.6178
INFO:root:[Epoch 1 Batch 2970/12277] loss=0.7563, lr=0.0000121, metrics:accuracy:0.6179
INFO:root:[Epoch 1 Batch 2980/12277] loss=0.6530, lr=0.0000121, metrics:accuracy:0.6183
INFO:root:[Epoch 1 Batch 2990/12277] loss=0.7421, lr=0.0000122, metrics:accuracy:0.6185
INFO:root:[Epoch 1 Batch 3000/12277] loss=0.7361, lr=0.0000122, metrics:accuracy:0.6188
INFO:root:[Epoch 1 Batch 3010/12277] loss=0.6970, lr=0.0000123, metrics:accuracy:0.6191
INFO:root:[Epoch 1 Batch 3020/12277] loss=0.7089, lr=0.0000123, metrics:accuracy:0.6194
INFO:root:[Epoch 1 Batch 3030/12277] loss=0.7652, lr=0.0000123, metrics:accuracy:0.6195
INFO:root:[Epoch 1 Batch 3040/12277] loss=0.7523, lr=0.0000124, metrics:accuracy:0.6197
INFO:root:[Epoch 1 Batch 3050/12277] loss=0.6697, lr=0.0000124, metrics:accuracy:0.6200
INFO:root:[Epoch 1 Batch 3060/12277] loss=0.6801, lr=0.0000125, metrics:accuracy:0.6204
INFO:root:[Epoch 1 Batch 3070/12277] loss=0.6972, lr=0.0000125, metrics:accuracy:0.6207
INFO:root:[Epoch 1 Batch 3080/12277] loss=0.7343, lr=0.0000125, metrics:accuracy:0.6209
INFO:root:[Epoch 1 Batch 3090/12277] loss=0.7373, lr=0.0000126, metrics:accuracy:0.6211
INFO:root:[Epoch 1 Batch 3100/12277] loss=0.6481, lr=0.0000126, metrics:accuracy:0.6214
INFO:root:[Epoch 1 Batch 3110/12277] loss=0.7468, lr=0.0000127, metrics:accuracy:0.6216
INFO:root:[Epoch 1 Batch 3120/12277] loss=0.6615, lr=0.0000127, metrics:accuracy:0.6220
INFO:root:[Epoch 1 Batch 3130/12277] loss=0.6778, lr=0.0000128, metrics:accuracy:0.6223
INFO:root:[Epoch 1 Batch 3140/12277] loss=0.6830, lr=0.0000128, metrics:accuracy:0.6226
INFO:root:[Epoch 1 Batch 3150/12277] loss=0.7114, lr=0.0000128, metrics:accuracy:0.6229
INFO:root:[Epoch 1 Batch 3160/12277] loss=0.6917, lr=0.0000129, metrics:accuracy:0.6231
INFO:root:[Epoch 1 Batch 3170/12277] loss=0.6761, lr=0.0000129, metrics:accuracy:0.6235
INFO:root:[Epoch 1 Batch 3180/12277] loss=0.6050, lr=0.0000130, metrics:accuracy:0.6239
INFO:root:[Epoch 1 Batch 3190/12277] loss=0.7003, lr=0.0000130, metrics:accuracy:0.6241
INFO:root:[Epoch 1 Batch 3200/12277] loss=0.6176, lr=0.0000130, metrics:accuracy:0.6245
INFO:root:[Epoch 1 Batch 3210/12277] loss=0.7215, lr=0.0000131, metrics:accuracy:0.6248
INFO:root:[Epoch 1 Batch 3220/12277] loss=0.6340, lr=0.0000131, metrics:accuracy:0.6251
INFO:root:[Epoch 1 Batch 3230/12277] loss=0.6391, lr=0.0000132, metrics:accuracy:0.6254
INFO:root:[Epoch 1 Batch 3240/12277] loss=0.7292, lr=0.0000132, metrics:accuracy:0.6256
INFO:root:[Epoch 1 Batch 3250/12277] loss=0.6975, lr=0.0000132, metrics:accuracy:0.6258
INFO:root:[Epoch 1 Batch 3260/12277] loss=0.6927, lr=0.0000133, metrics:accuracy:0.6262
INFO:root:[Epoch 1 Batch 3270/12277] loss=0.7547, lr=0.0000133, metrics:accuracy:0.6263
INFO:root:[Epoch 1 Batch 3280/12277] loss=0.7621, lr=0.0000134, metrics:accuracy:0.6264
INFO:root:[Epoch 1 Batch 3290/12277] loss=0.6557, lr=0.0000134, metrics:accuracy:0.6267
INFO:root:[Epoch 1 Batch 3300/12277] loss=0.6789, lr=0.0000134, metrics:accuracy:0.6270
INFO:root:[Epoch 1 Batch 3310/12277] loss=0.6830, lr=0.0000135, metrics:accuracy:0.6273
INFO:root:[Epoch 1 Batch 3320/12277] loss=0.6537, lr=0.0000135, metrics:accuracy:0.6276
INFO:root:[Epoch 1 Batch 3330/12277] loss=0.6808, lr=0.0000136, metrics:accuracy:0.6278
INFO:root:[Epoch 1 Batch 3340/12277] loss=0.6983, lr=0.0000136, metrics:accuracy:0.6281
INFO:root:[Epoch 1 Batch 3350/12277] loss=0.7197, lr=0.0000136, metrics:accuracy:0.6284
INFO:root:[Epoch 1 Batch 3360/12277] loss=0.6181, lr=0.0000137, metrics:accuracy:0.6287
INFO:root:[Epoch 1 Batch 3370/12277] loss=0.6760, lr=0.0000137, metrics:accuracy:0.6290
INFO:root:[Epoch 1 Batch 3380/12277] loss=0.6563, lr=0.0000138, metrics:accuracy:0.6293
INFO:root:[Epoch 1 Batch 3390/12277] loss=0.7325, lr=0.0000138, metrics:accuracy:0.6295
INFO:root:[Epoch 1 Batch 3400/12277] loss=0.6839, lr=0.0000139, metrics:accuracy:0.6297
INFO:root:[Epoch 1 Batch 3410/12277] loss=0.7501, lr=0.0000139, metrics:accuracy:0.6299
INFO:root:[Epoch 1 Batch 3420/12277] loss=0.7336, lr=0.0000139, metrics:accuracy:0.6300
INFO:root:[Epoch 1 Batch 3430/12277] loss=0.7163, lr=0.0000140, metrics:accuracy:0.6302
INFO:root:[Epoch 1 Batch 3440/12277] loss=0.6839, lr=0.0000140, metrics:accuracy:0.6304
INFO:root:[Epoch 1 Batch 3450/12277] loss=0.7375, lr=0.0000141, metrics:accuracy:0.6306
INFO:root:[Epoch 1 Batch 3460/12277] loss=0.7131, lr=0.0000141, metrics:accuracy:0.6308
INFO:root:[Epoch 1 Batch 3470/12277] loss=0.7176, lr=0.0000141, metrics:accuracy:0.6309
INFO:root:[Epoch 1 Batch 3480/12277] loss=0.6952, lr=0.0000142, metrics:accuracy:0.6311
INFO:root:[Epoch 1 Batch 3490/12277] loss=0.6966, lr=0.0000142, metrics:accuracy:0.6314
INFO:root:[Epoch 1 Batch 3500/12277] loss=0.6458, lr=0.0000143, metrics:accuracy:0.6317
INFO:root:[Epoch 1 Batch 3510/12277] loss=0.7126, lr=0.0000143, metrics:accuracy:0.6319
INFO:root:[Epoch 1 Batch 3520/12277] loss=0.6897, lr=0.0000143, metrics:accuracy:0.6321
INFO:root:[Epoch 1 Batch 3530/12277] loss=0.6962, lr=0.0000144, metrics:accuracy:0.6322
INFO:root:[Epoch 1 Batch 3540/12277] loss=0.6715, lr=0.0000144, metrics:accuracy:0.6324
INFO:root:[Epoch 1 Batch 3550/12277] loss=0.6696, lr=0.0000145, metrics:accuracy:0.6327
INFO:root:[Epoch 1 Batch 3560/12277] loss=0.5903, lr=0.0000145, metrics:accuracy:0.6330
INFO:root:[Epoch 1 Batch 3570/12277] loss=0.7074, lr=0.0000145, metrics:accuracy:0.6333
INFO:root:[Epoch 1 Batch 3580/12277] loss=0.7029, lr=0.0000146, metrics:accuracy:0.6335
INFO:root:[Epoch 1 Batch 3590/12277] loss=0.7564, lr=0.0000146, metrics:accuracy:0.6338
INFO:root:[Epoch 1 Batch 3600/12277] loss=0.6403, lr=0.0000147, metrics:accuracy:0.6340
INFO:root:[Epoch 1 Batch 3610/12277] loss=0.6786, lr=0.0000147, metrics:accuracy:0.6343
INFO:root:[Epoch 1 Batch 3620/12277] loss=0.7747, lr=0.0000147, metrics:accuracy:0.6344
INFO:root:[Epoch 1 Batch 3630/12277] loss=0.6377, lr=0.0000148, metrics:accuracy:0.6347
INFO:root:[Epoch 1 Batch 3640/12277] loss=0.6021, lr=0.0000148, metrics:accuracy:0.6350
INFO:root:[Epoch 1 Batch 3650/12277] loss=0.7171, lr=0.0000149, metrics:accuracy:0.6352
INFO:root:[Epoch 1 Batch 3660/12277] loss=0.6580, lr=0.0000149, metrics:accuracy:0.6355
INFO:root:[Epoch 1 Batch 3670/12277] loss=0.7396, lr=0.0000150, metrics:accuracy:0.6356
INFO:root:[Epoch 1 Batch 3680/12277] loss=0.7174, lr=0.0000150, metrics:accuracy:0.6358
INFO:root:[Epoch 1 Batch 3690/12277] loss=0.7206, lr=0.0000150, metrics:accuracy:0.6359
INFO:root:[Epoch 1 Batch 3700/12277] loss=0.6661, lr=0.0000151, metrics:accuracy:0.6361
INFO:root:[Epoch 1 Batch 3710/12277] loss=0.6657, lr=0.0000151, metrics:accuracy:0.6363
INFO:root:[Epoch 1 Batch 3720/12277] loss=0.6900, lr=0.0000152, metrics:accuracy:0.6365
INFO:root:[Epoch 1 Batch 3730/12277] loss=0.6735, lr=0.0000152, metrics:accuracy:0.6367
INFO:root:[Epoch 1 Batch 3740/12277] loss=0.7267, lr=0.0000152, metrics:accuracy:0.6369
INFO:root:[Epoch 1 Batch 3750/12277] loss=0.7202, lr=0.0000153, metrics:accuracy:0.6371
INFO:root:[Epoch 1 Batch 3760/12277] loss=0.7576, lr=0.0000153, metrics:accuracy:0.6371
INFO:root:[Epoch 1 Batch 3770/12277] loss=0.7101, lr=0.0000154, metrics:accuracy:0.6373
INFO:root:[Epoch 1 Batch 3780/12277] loss=0.7390, lr=0.0000154, metrics:accuracy:0.6375
INFO:root:[Epoch 1 Batch 3790/12277] loss=0.6851, lr=0.0000154, metrics:accuracy:0.6376
INFO:root:[Epoch 1 Batch 3800/12277] loss=0.7609, lr=0.0000155, metrics:accuracy:0.6377
INFO:root:[Epoch 1 Batch 3810/12277] loss=0.6613, lr=0.0000155, metrics:accuracy:0.6379
INFO:root:[Epoch 1 Batch 3820/12277] loss=0.6276, lr=0.0000156, metrics:accuracy:0.6381
INFO:root:[Epoch 1 Batch 3830/12277] loss=0.6993, lr=0.0000156, metrics:accuracy:0.6384
INFO:root:[Epoch 1 Batch 3840/12277] loss=0.6061, lr=0.0000156, metrics:accuracy:0.6387
INFO:root:[Epoch 1 Batch 3850/12277] loss=0.6389, lr=0.0000157, metrics:accuracy:0.6390
INFO:root:[Epoch 1 Batch 3860/12277] loss=0.5886, lr=0.0000157, metrics:accuracy:0.6393
INFO:root:[Epoch 1 Batch 3870/12277] loss=0.6198, lr=0.0000158, metrics:accuracy:0.6396
INFO:root:[Epoch 1 Batch 3880/12277] loss=0.6606, lr=0.0000158, metrics:accuracy:0.6398
INFO:root:[Epoch 1 Batch 3890/12277] loss=0.6561, lr=0.0000158, metrics:accuracy:0.6400
INFO:root:[Epoch 1 Batch 3900/12277] loss=0.8100, lr=0.0000159, metrics:accuracy:0.6401
INFO:root:[Epoch 1 Batch 3910/12277] loss=0.7151, lr=0.0000159, metrics:accuracy:0.6403
INFO:root:[Epoch 1 Batch 3920/12277] loss=0.6733, lr=0.0000160, metrics:accuracy:0.6404
INFO:root:[Epoch 1 Batch 3930/12277] loss=0.6566, lr=0.0000160, metrics:accuracy:0.6407
INFO:root:[Epoch 1 Batch 3940/12277] loss=0.6852, lr=0.0000161, metrics:accuracy:0.6408
INFO:root:[Epoch 1 Batch 3950/12277] loss=0.6624, lr=0.0000161, metrics:accuracy:0.6410
INFO:root:[Epoch 1 Batch 3960/12277] loss=0.7551, lr=0.0000161, metrics:accuracy:0.6411
INFO:root:[Epoch 1 Batch 3970/12277] loss=0.6924, lr=0.0000162, metrics:accuracy:0.6412
INFO:root:[Epoch 1 Batch 3980/12277] loss=0.7340, lr=0.0000162, metrics:accuracy:0.6414
INFO:root:[Epoch 1 Batch 3990/12277] loss=0.7448, lr=0.0000163, metrics:accuracy:0.6415
INFO:root:[Epoch 1 Batch 4000/12277] loss=0.6314, lr=0.0000163, metrics:accuracy:0.6417
INFO:root:[Epoch 1 Batch 4010/12277] loss=0.7208, lr=0.0000163, metrics:accuracy:0.6419
INFO:root:[Epoch 1 Batch 4020/12277] loss=0.6854, lr=0.0000164, metrics:accuracy:0.6421
INFO:root:[Epoch 1 Batch 4030/12277] loss=0.7115, lr=0.0000164, metrics:accuracy:0.6423
INFO:root:[Epoch 1 Batch 4040/12277] loss=0.7371, lr=0.0000165, metrics:accuracy:0.6424
INFO:root:[Epoch 1 Batch 4050/12277] loss=0.7422, lr=0.0000165, metrics:accuracy:0.6424
INFO:root:[Epoch 1 Batch 4060/12277] loss=0.7208, lr=0.0000165, metrics:accuracy:0.6425
INFO:root:[Epoch 1 Batch 4070/12277] loss=0.6361, lr=0.0000166, metrics:accuracy:0.6427
INFO:root:[Epoch 1 Batch 4080/12277] loss=0.6591, lr=0.0000166, metrics:accuracy:0.6430
INFO:root:[Epoch 1 Batch 4090/12277] loss=0.6911, lr=0.0000167, metrics:accuracy:0.6431
INFO:root:[Epoch 1 Batch 4100/12277] loss=0.6207, lr=0.0000167, metrics:accuracy:0.6434
INFO:root:[Epoch 1 Batch 4110/12277] loss=0.6960, lr=0.0000167, metrics:accuracy:0.6435
INFO:root:[Epoch 1 Batch 4120/12277] loss=0.7162, lr=0.0000168, metrics:accuracy:0.6437
INFO:root:[Epoch 1 Batch 4130/12277] loss=0.6512, lr=0.0000168, metrics:accuracy:0.6438
INFO:root:[Epoch 1 Batch 4140/12277] loss=0.6640, lr=0.0000169, metrics:accuracy:0.6440
INFO:root:[Epoch 1 Batch 4150/12277] loss=0.7194, lr=0.0000169, metrics:accuracy:0.6442
INFO:root:[Epoch 1 Batch 4160/12277] loss=0.7046, lr=0.0000169, metrics:accuracy:0.6443
INFO:root:[Epoch 1 Batch 4170/12277] loss=0.6998, lr=0.0000170, metrics:accuracy:0.6444
INFO:root:[Epoch 1 Batch 4180/12277] loss=0.7015, lr=0.0000170, metrics:accuracy:0.6446
INFO:root:[Epoch 1 Batch 4190/12277] loss=0.7032, lr=0.0000171, metrics:accuracy:0.6446
INFO:root:[Epoch 1 Batch 4200/12277] loss=0.7096, lr=0.0000171, metrics:accuracy:0.6448
INFO:root:[Epoch 1 Batch 4210/12277] loss=0.6061, lr=0.0000172, metrics:accuracy:0.6451
INFO:root:[Epoch 1 Batch 4220/12277] loss=0.7292, lr=0.0000172, metrics:accuracy:0.6452
INFO:root:[Epoch 1 Batch 4230/12277] loss=0.6972, lr=0.0000172, metrics:accuracy:0.6454
INFO:root:[Epoch 1 Batch 4240/12277] loss=0.6804, lr=0.0000173, metrics:accuracy:0.6455
INFO:root:[Epoch 1 Batch 4250/12277] loss=0.6381, lr=0.0000173, metrics:accuracy:0.6457
INFO:root:[Epoch 1 Batch 4260/12277] loss=0.6571, lr=0.0000174, metrics:accuracy:0.6459
INFO:root:[Epoch 1 Batch 4270/12277] loss=0.6366, lr=0.0000174, metrics:accuracy:0.6461
INFO:root:[Epoch 1 Batch 4280/12277] loss=0.6238, lr=0.0000174, metrics:accuracy:0.6464
INFO:root:[Epoch 1 Batch 4290/12277] loss=0.6774, lr=0.0000175, metrics:accuracy:0.6466
INFO:root:[Epoch 1 Batch 4300/12277] loss=0.6901, lr=0.0000175, metrics:accuracy:0.6467
INFO:root:[Epoch 1 Batch 4310/12277] loss=0.7274, lr=0.0000176, metrics:accuracy:0.6468
INFO:root:[Epoch 1 Batch 4320/12277] loss=0.7064, lr=0.0000176, metrics:accuracy:0.6470
INFO:root:[Epoch 1 Batch 4330/12277] loss=0.6680, lr=0.0000176, metrics:accuracy:0.6472
INFO:root:[Epoch 1 Batch 4340/12277] loss=0.6399, lr=0.0000177, metrics:accuracy:0.6474
INFO:root:[Epoch 1 Batch 4350/12277] loss=0.6883, lr=0.0000177, metrics:accuracy:0.6476
INFO:root:[Epoch 1 Batch 4360/12277] loss=0.6910, lr=0.0000178, metrics:accuracy:0.6477
INFO:root:[Epoch 1 Batch 4370/12277] loss=0.7028, lr=0.0000178, metrics:accuracy:0.6479
INFO:root:[Epoch 1 Batch 4380/12277] loss=0.6275, lr=0.0000178, metrics:accuracy:0.6480
INFO:root:[Epoch 1 Batch 4390/12277] loss=0.6816, lr=0.0000179, metrics:accuracy:0.6482
INFO:root:[Epoch 1 Batch 4400/12277] loss=0.6678, lr=0.0000179, metrics:accuracy:0.6484
INFO:root:[Epoch 1 Batch 4410/12277] loss=0.6969, lr=0.0000180, metrics:accuracy:0.6485
INFO:root:[Epoch 1 Batch 4420/12277] loss=0.6274, lr=0.0000180, metrics:accuracy:0.6487
INFO:root:[Epoch 1 Batch 4430/12277] loss=0.6641, lr=0.0000180, metrics:accuracy:0.6489
INFO:root:[Epoch 1 Batch 4440/12277] loss=0.7374, lr=0.0000181, metrics:accuracy:0.6489
INFO:root:[Epoch 1 Batch 4450/12277] loss=0.6537, lr=0.0000181, metrics:accuracy:0.6492
INFO:root:[Epoch 1 Batch 4460/12277] loss=0.6706, lr=0.0000182, metrics:accuracy:0.6494
INFO:root:[Epoch 1 Batch 4470/12277] loss=0.6148, lr=0.0000182, metrics:accuracy:0.6496
INFO:root:[Epoch 1 Batch 4480/12277] loss=0.8105, lr=0.0000183, metrics:accuracy:0.6496
INFO:root:[Epoch 1 Batch 4490/12277] loss=0.6418, lr=0.0000183, metrics:accuracy:0.6498
INFO:root:[Epoch 1 Batch 4500/12277] loss=0.6990, lr=0.0000183, metrics:accuracy:0.6499
INFO:root:[Epoch 1 Batch 4510/12277] loss=0.7115, lr=0.0000184, metrics:accuracy:0.6500
INFO:root:[Epoch 1 Batch 4520/12277] loss=0.7183, lr=0.0000184, metrics:accuracy:0.6501
INFO:root:[Epoch 1 Batch 4530/12277] loss=0.7255, lr=0.0000185, metrics:accuracy:0.6503
INFO:root:[Epoch 1 Batch 4540/12277] loss=0.7166, lr=0.0000185, metrics:accuracy:0.6505
INFO:root:[Epoch 1 Batch 4550/12277] loss=0.7174, lr=0.0000185, metrics:accuracy:0.6506
INFO:root:[Epoch 1 Batch 4560/12277] loss=0.6559, lr=0.0000186, metrics:accuracy:0.6507
INFO:root:[Epoch 1 Batch 4570/12277] loss=0.5850, lr=0.0000186, metrics:accuracy:0.6510
INFO:root:[Epoch 1 Batch 4580/12277] loss=0.6547, lr=0.0000187, metrics:accuracy:0.6512
INFO:root:[Epoch 1 Batch 4590/12277] loss=0.7340, lr=0.0000187, metrics:accuracy:0.6513
INFO:root:[Epoch 1 Batch 4600/12277] loss=0.6935, lr=0.0000187, metrics:accuracy:0.6514
INFO:root:[Epoch 1 Batch 4610/12277] loss=0.6930, lr=0.0000188, metrics:accuracy:0.6515
INFO:root:[Epoch 1 Batch 4620/12277] loss=0.6329, lr=0.0000188, metrics:accuracy:0.6517
INFO:root:[Epoch 1 Batch 4630/12277] loss=0.6460, lr=0.0000189, metrics:accuracy:0.6519
INFO:root:[Epoch 1 Batch 4640/12277] loss=0.7083, lr=0.0000189, metrics:accuracy:0.6521
INFO:root:[Epoch 1 Batch 4650/12277] loss=0.6721, lr=0.0000189, metrics:accuracy:0.6522
INFO:root:[Epoch 1 Batch 4660/12277] loss=0.6823, lr=0.0000190, metrics:accuracy:0.6523
INFO:root:[Epoch 1 Batch 4670/12277] loss=0.6643, lr=0.0000190, metrics:accuracy:0.6524
INFO:root:[Epoch 1 Batch 4680/12277] loss=0.6024, lr=0.0000191, metrics:accuracy:0.6527
INFO:root:[Epoch 1 Batch 4690/12277] loss=0.6377, lr=0.0000191, metrics:accuracy:0.6529
INFO:root:[Epoch 1 Batch 4700/12277] loss=0.6757, lr=0.0000191, metrics:accuracy:0.6530
INFO:root:[Epoch 1 Batch 4710/12277] loss=0.7127, lr=0.0000192, metrics:accuracy:0.6531
INFO:root:[Epoch 1 Batch 4720/12277] loss=0.6849, lr=0.0000192, metrics:accuracy:0.6533
INFO:root:[Epoch 1 Batch 4730/12277] loss=0.6099, lr=0.0000193, metrics:accuracy:0.6535
INFO:root:[Epoch 1 Batch 4740/12277] loss=0.6104, lr=0.0000193, metrics:accuracy:0.6538
INFO:root:[Epoch 1 Batch 4750/12277] loss=0.6607, lr=0.0000194, metrics:accuracy:0.6539
INFO:root:[Epoch 1 Batch 4760/12277] loss=0.7057, lr=0.0000194, metrics:accuracy:0.6540
INFO:root:[Epoch 1 Batch 4770/12277] loss=0.6415, lr=0.0000194, metrics:accuracy:0.6542
INFO:root:[Epoch 1 Batch 4780/12277] loss=0.6934, lr=0.0000195, metrics:accuracy:0.6543
INFO:root:[Epoch 1 Batch 4790/12277] loss=0.6141, lr=0.0000195, metrics:accuracy:0.6545
INFO:root:[Epoch 1 Batch 4800/12277] loss=0.6399, lr=0.0000196, metrics:accuracy:0.6546
INFO:root:[Epoch 1 Batch 4810/12277] loss=0.5685, lr=0.0000196, metrics:accuracy:0.6548
INFO:root:[Epoch 1 Batch 4820/12277] loss=0.6408, lr=0.0000196, metrics:accuracy:0.6550
INFO:root:[Epoch 1 Batch 4830/12277] loss=0.6239, lr=0.0000197, metrics:accuracy:0.6552
INFO:root:[Epoch 1 Batch 4840/12277] loss=0.7159, lr=0.0000197, metrics:accuracy:0.6553
INFO:root:[Epoch 1 Batch 4850/12277] loss=0.7342, lr=0.0000198, metrics:accuracy:0.6554
INFO:root:[Epoch 1 Batch 4860/12277] loss=0.6553, lr=0.0000198, metrics:accuracy:0.6555
INFO:root:[Epoch 1 Batch 4870/12277] loss=0.6920, lr=0.0000198, metrics:accuracy:0.6556
INFO:root:[Epoch 1 Batch 4880/12277] loss=0.7645, lr=0.0000199, metrics:accuracy:0.6556
INFO:root:[Epoch 1 Batch 4890/12277] loss=0.6468, lr=0.0000199, metrics:accuracy:0.6558
INFO:root:[Epoch 1 Batch 4900/12277] loss=0.7052, lr=0.0000200, metrics:accuracy:0.6559
INFO:root:[Epoch 1 Batch 4910/12277] loss=0.6999, lr=0.0000200, metrics:accuracy:0.6560
INFO:root:[Epoch 1 Batch 4920/12277] loss=0.6805, lr=0.0000200, metrics:accuracy:0.6561
INFO:root:[Epoch 1 Batch 4930/12277] loss=0.6024, lr=0.0000200, metrics:accuracy:0.6563
INFO:root:[Epoch 1 Batch 4940/12277] loss=0.6992, lr=0.0000200, metrics:accuracy:0.6565
INFO:root:[Epoch 1 Batch 4950/12277] loss=0.7099, lr=0.0000200, metrics:accuracy:0.6565
INFO:root:[Epoch 1 Batch 4960/12277] loss=0.6685, lr=0.0000200, metrics:accuracy:0.6567
INFO:root:[Epoch 1 Batch 4970/12277] loss=0.6917, lr=0.0000200, metrics:accuracy:0.6568
INFO:root:[Epoch 1 Batch 4980/12277] loss=0.5933, lr=0.0000200, metrics:accuracy:0.6570
INFO:root:[Epoch 1 Batch 4990/12277] loss=0.6766, lr=0.0000200, metrics:accuracy:0.6571
INFO:root:[Epoch 1 Batch 5000/12277] loss=0.6254, lr=0.0000200, metrics:accuracy:0.6573
INFO:root:[Epoch 1 Batch 5010/12277] loss=0.6769, lr=0.0000200, metrics:accuracy:0.6574
INFO:root:[Epoch 1 Batch 5020/12277] loss=0.6660, lr=0.0000199, metrics:accuracy:0.6575
INFO:root:[Epoch 1 Batch 5030/12277] loss=0.6365, lr=0.0000199, metrics:accuracy:0.6577
INFO:root:[Epoch 1 Batch 5040/12277] loss=0.6804, lr=0.0000199, metrics:accuracy:0.6578
INFO:root:[Epoch 1 Batch 5050/12277] loss=0.6240, lr=0.0000199, metrics:accuracy:0.6580
INFO:root:[Epoch 1 Batch 5060/12277] loss=0.5654, lr=0.0000199, metrics:accuracy:0.6582
INFO:root:[Epoch 1 Batch 5070/12277] loss=0.6226, lr=0.0000199, metrics:accuracy:0.6584
INFO:root:[Epoch 1 Batch 5080/12277] loss=0.6403, lr=0.0000199, metrics:accuracy:0.6586
INFO:root:[Epoch 1 Batch 5090/12277] loss=0.6736, lr=0.0000199, metrics:accuracy:0.6587
INFO:root:[Epoch 1 Batch 5100/12277] loss=0.6017, lr=0.0000199, metrics:accuracy:0.6588
INFO:root:[Epoch 1 Batch 5110/12277] loss=0.6932, lr=0.0000199, metrics:accuracy:0.6589
INFO:root:[Epoch 1 Batch 5120/12277] loss=0.6699, lr=0.0000199, metrics:accuracy:0.6591
INFO:root:[Epoch 1 Batch 5130/12277] loss=0.6827, lr=0.0000199, metrics:accuracy:0.6592
INFO:root:[Epoch 1 Batch 5140/12277] loss=0.6734, lr=0.0000199, metrics:accuracy:0.6594
INFO:root:[Epoch 1 Batch 5150/12277] loss=0.7164, lr=0.0000199, metrics:accuracy:0.6594
INFO:root:[Epoch 1 Batch 5160/12277] loss=0.6179, lr=0.0000199, metrics:accuracy:0.6596
INFO:root:[Epoch 1 Batch 5170/12277] loss=0.6213, lr=0.0000199, metrics:accuracy:0.6597
INFO:root:[Epoch 1 Batch 5180/12277] loss=0.6254, lr=0.0000199, metrics:accuracy:0.6599
INFO:root:[Epoch 1 Batch 5190/12277] loss=0.6849, lr=0.0000199, metrics:accuracy:0.6600
INFO:root:[Epoch 1 Batch 5200/12277] loss=0.6453, lr=0.0000199, metrics:accuracy:0.6601
INFO:root:[Epoch 1 Batch 5210/12277] loss=0.5894, lr=0.0000199, metrics:accuracy:0.6603
INFO:root:[Epoch 1 Batch 5220/12277] loss=0.7543, lr=0.0000199, metrics:accuracy:0.6603
INFO:root:[Epoch 1 Batch 5230/12277] loss=0.6602, lr=0.0000199, metrics:accuracy:0.6605
INFO:root:[Epoch 1 Batch 5240/12277] loss=0.6280, lr=0.0000199, metrics:accuracy:0.6607
INFO:root:[Epoch 1 Batch 5250/12277] loss=0.7407, lr=0.0000198, metrics:accuracy:0.6607
INFO:root:[Epoch 1 Batch 5260/12277] loss=0.6438, lr=0.0000198, metrics:accuracy:0.6608
INFO:root:[Epoch 1 Batch 5270/12277] loss=0.6686, lr=0.0000198, metrics:accuracy:0.6609
INFO:root:[Epoch 1 Batch 5280/12277] loss=0.6114, lr=0.0000198, metrics:accuracy:0.6611
INFO:root:[Epoch 1 Batch 5290/12277] loss=0.6381, lr=0.0000198, metrics:accuracy:0.6613
INFO:root:[Epoch 1 Batch 5300/12277] loss=0.6919, lr=0.0000198, metrics:accuracy:0.6614
INFO:root:[Epoch 1 Batch 5310/12277] loss=0.6216, lr=0.0000198, metrics:accuracy:0.6615
INFO:root:[Epoch 1 Batch 5320/12277] loss=0.6635, lr=0.0000198, metrics:accuracy:0.6616
INFO:root:[Epoch 1 Batch 5330/12277] loss=0.6175, lr=0.0000198, metrics:accuracy:0.6617
INFO:root:[Epoch 1 Batch 5340/12277] loss=0.6559, lr=0.0000198, metrics:accuracy:0.6618
INFO:root:[Epoch 1 Batch 5350/12277] loss=0.6716, lr=0.0000198, metrics:accuracy:0.6618
INFO:root:[Epoch 1 Batch 5360/12277] loss=0.6650, lr=0.0000198, metrics:accuracy:0.6620
INFO:root:[Epoch 1 Batch 5370/12277] loss=0.6559, lr=0.0000198, metrics:accuracy:0.6621
INFO:root:[Epoch 1 Batch 5380/12277] loss=0.6450, lr=0.0000198, metrics:accuracy:0.6623
INFO:root:[Epoch 1 Batch 5390/12277] loss=0.6898, lr=0.0000198, metrics:accuracy:0.6623
INFO:root:[Epoch 1 Batch 5400/12277] loss=0.6474, lr=0.0000198, metrics:accuracy:0.6624
INFO:root:[Epoch 1 Batch 5410/12277] loss=0.6724, lr=0.0000198, metrics:accuracy:0.6625
INFO:root:[Epoch 1 Batch 5420/12277] loss=0.6497, lr=0.0000198, metrics:accuracy:0.6627
INFO:root:[Epoch 1 Batch 5430/12277] loss=0.6580, lr=0.0000198, metrics:accuracy:0.6628
INFO:root:[Epoch 1 Batch 5440/12277] loss=0.6957, lr=0.0000198, metrics:accuracy:0.6629
INFO:root:[Epoch 1 Batch 5450/12277] loss=0.6544, lr=0.0000198, metrics:accuracy:0.6630
INFO:root:[Epoch 1 Batch 5460/12277] loss=0.6435, lr=0.0000198, metrics:accuracy:0.6632
INFO:root:[Epoch 1 Batch 5470/12277] loss=0.7077, lr=0.0000197, metrics:accuracy:0.6632
INFO:root:[Epoch 1 Batch 5480/12277] loss=0.6418, lr=0.0000197, metrics:accuracy:0.6633
INFO:root:[Epoch 1 Batch 5490/12277] loss=0.6447, lr=0.0000197, metrics:accuracy:0.6635
INFO:root:[Epoch 1 Batch 5500/12277] loss=0.6831, lr=0.0000197, metrics:accuracy:0.6636
INFO:root:[Epoch 1 Batch 5510/12277] loss=0.6365, lr=0.0000197, metrics:accuracy:0.6637
INFO:root:[Epoch 1 Batch 5520/12277] loss=0.6944, lr=0.0000197, metrics:accuracy:0.6638
INFO:root:[Epoch 1 Batch 5530/12277] loss=0.6565, lr=0.0000197, metrics:accuracy:0.6639
INFO:root:[Epoch 1 Batch 5540/12277] loss=0.6749, lr=0.0000197, metrics:accuracy:0.6640
INFO:root:[Epoch 1 Batch 5550/12277] loss=0.6037, lr=0.0000197, metrics:accuracy:0.6642
INFO:root:[Epoch 1 Batch 5560/12277] loss=0.6999, lr=0.0000197, metrics:accuracy:0.6642
INFO:root:[Epoch 1 Batch 5570/12277] loss=0.6198, lr=0.0000197, metrics:accuracy:0.6644
INFO:root:[Epoch 1 Batch 5580/12277] loss=0.6482, lr=0.0000197, metrics:accuracy:0.6645
INFO:root:[Epoch 1 Batch 5590/12277] loss=0.6852, lr=0.0000197, metrics:accuracy:0.6646
INFO:root:[Epoch 1 Batch 5600/12277] loss=0.6639, lr=0.0000197, metrics:accuracy:0.6647
INFO:root:[Epoch 1 Batch 5610/12277] loss=0.6984, lr=0.0000197, metrics:accuracy:0.6648
INFO:root:[Epoch 1 Batch 5620/12277] loss=0.5988, lr=0.0000197, metrics:accuracy:0.6649
INFO:root:[Epoch 1 Batch 5630/12277] loss=0.6256, lr=0.0000197, metrics:accuracy:0.6651
INFO:root:[Epoch 1 Batch 5640/12277] loss=0.6412, lr=0.0000197, metrics:accuracy:0.6653
INFO:root:[Epoch 1 Batch 5650/12277] loss=0.7098, lr=0.0000197, metrics:accuracy:0.6654
INFO:root:[Epoch 1 Batch 5660/12277] loss=0.7036, lr=0.0000197, metrics:accuracy:0.6654
INFO:root:[Epoch 1 Batch 5670/12277] loss=0.6986, lr=0.0000197, metrics:accuracy:0.6655
INFO:root:[Epoch 1 Batch 5680/12277] loss=0.6068, lr=0.0000197, metrics:accuracy:0.6656
INFO:root:[Epoch 1 Batch 5690/12277] loss=0.5443, lr=0.0000196, metrics:accuracy:0.6659
INFO:root:[Epoch 1 Batch 5700/12277] loss=0.7427, lr=0.0000196, metrics:accuracy:0.6659
INFO:root:[Epoch 1 Batch 5710/12277] loss=0.7219, lr=0.0000196, metrics:accuracy:0.6659
INFO:root:[Epoch 1 Batch 5720/12277] loss=0.6024, lr=0.0000196, metrics:accuracy:0.6661
INFO:root:[Epoch 1 Batch 5730/12277] loss=0.6135, lr=0.0000196, metrics:accuracy:0.6663
INFO:root:[Epoch 1 Batch 5740/12277] loss=0.6932, lr=0.0000196, metrics:accuracy:0.6664
INFO:root:[Epoch 1 Batch 5750/12277] loss=0.6982, lr=0.0000196, metrics:accuracy:0.6665
INFO:root:[Epoch 1 Batch 5760/12277] loss=0.6776, lr=0.0000196, metrics:accuracy:0.6665
INFO:root:[Epoch 1 Batch 5770/12277] loss=0.6429, lr=0.0000196, metrics:accuracy:0.6666
INFO:root:[Epoch 1 Batch 5780/12277] loss=0.6903, lr=0.0000196, metrics:accuracy:0.6667
INFO:root:[Epoch 1 Batch 5790/12277] loss=0.7202, lr=0.0000196, metrics:accuracy:0.6668
INFO:root:[Epoch 1 Batch 5800/12277] loss=0.6141, lr=0.0000196, metrics:accuracy:0.6669
INFO:root:[Epoch 1 Batch 5810/12277] loss=0.6937, lr=0.0000196, metrics:accuracy:0.6670
INFO:root:[Epoch 1 Batch 5820/12277] loss=0.7184, lr=0.0000196, metrics:accuracy:0.6671
INFO:root:[Epoch 1 Batch 5830/12277] loss=0.7248, lr=0.0000196, metrics:accuracy:0.6671
INFO:root:[Epoch 1 Batch 5840/12277] loss=0.6883, lr=0.0000196, metrics:accuracy:0.6672
INFO:root:[Epoch 1 Batch 5850/12277] loss=0.6703, lr=0.0000196, metrics:accuracy:0.6672
INFO:root:[Epoch 1 Batch 5860/12277] loss=0.6926, lr=0.0000196, metrics:accuracy:0.6673
INFO:root:[Epoch 1 Batch 5870/12277] loss=0.6574, lr=0.0000196, metrics:accuracy:0.6674
INFO:root:[Epoch 1 Batch 5880/12277] loss=0.6528, lr=0.0000196, metrics:accuracy:0.6675
INFO:root:[Epoch 1 Batch 5890/12277] loss=0.6206, lr=0.0000196, metrics:accuracy:0.6677
INFO:root:[Epoch 1 Batch 5900/12277] loss=0.6716, lr=0.0000196, metrics:accuracy:0.6677
INFO:root:[Epoch 1 Batch 5910/12277] loss=0.6240, lr=0.0000195, metrics:accuracy:0.6678
INFO:root:[Epoch 1 Batch 5920/12277] loss=0.7139, lr=0.0000195, metrics:accuracy:0.6679
INFO:root:[Epoch 1 Batch 5930/12277] loss=0.6376, lr=0.0000195, metrics:accuracy:0.6680
INFO:root:[Epoch 1 Batch 5940/12277] loss=0.6301, lr=0.0000195, metrics:accuracy:0.6681
INFO:root:[Epoch 1 Batch 5950/12277] loss=0.7039, lr=0.0000195, metrics:accuracy:0.6682
INFO:root:[Epoch 1 Batch 5960/12277] loss=0.6881, lr=0.0000195, metrics:accuracy:0.6683
INFO:root:[Epoch 1 Batch 5970/12277] loss=0.7387, lr=0.0000195, metrics:accuracy:0.6683
INFO:root:[Epoch 1 Batch 5980/12277] loss=0.6936, lr=0.0000195, metrics:accuracy:0.6684
INFO:root:[Epoch 1 Batch 5990/12277] loss=0.6886, lr=0.0000195, metrics:accuracy:0.6685
INFO:root:[Epoch 1 Batch 6000/12277] loss=0.6933, lr=0.0000195, metrics:accuracy:0.6685
INFO:root:[Epoch 1 Batch 6010/12277] loss=0.5895, lr=0.0000195, metrics:accuracy:0.6687
INFO:root:[Epoch 1 Batch 6020/12277] loss=0.6421, lr=0.0000195, metrics:accuracy:0.6688
INFO:root:[Epoch 1 Batch 6030/12277] loss=0.6434, lr=0.0000195, metrics:accuracy:0.6689
INFO:root:[Epoch 1 Batch 6040/12277] loss=0.6722, lr=0.0000195, metrics:accuracy:0.6691
INFO:root:[Epoch 1 Batch 6050/12277] loss=0.5925, lr=0.0000195, metrics:accuracy:0.6692
INFO:root:[Epoch 1 Batch 6060/12277] loss=0.7090, lr=0.0000195, metrics:accuracy:0.6692
INFO:root:[Epoch 1 Batch 6070/12277] loss=0.6689, lr=0.0000195, metrics:accuracy:0.6693
INFO:root:[Epoch 1 Batch 6080/12277] loss=0.6917, lr=0.0000195, metrics:accuracy:0.6694
INFO:root:[Epoch 1 Batch 6090/12277] loss=0.5922, lr=0.0000195, metrics:accuracy:0.6695
INFO:root:[Epoch 1 Batch 6100/12277] loss=0.6353, lr=0.0000195, metrics:accuracy:0.6696
INFO:root:[Epoch 1 Batch 6110/12277] loss=0.6492, lr=0.0000195, metrics:accuracy:0.6697
INFO:root:[Epoch 1 Batch 6120/12277] loss=0.5982, lr=0.0000195, metrics:accuracy:0.6699
INFO:root:[Epoch 1 Batch 6130/12277] loss=0.6692, lr=0.0000194, metrics:accuracy:0.6700
INFO:root:[Epoch 1 Batch 6140/12277] loss=0.5874, lr=0.0000194, metrics:accuracy:0.6701
INFO:root:[Epoch 1 Batch 6150/12277] loss=0.6638, lr=0.0000194, metrics:accuracy:0.6702
INFO:root:[Epoch 1 Batch 6160/12277] loss=0.7497, lr=0.0000194, metrics:accuracy:0.6703
INFO:root:[Epoch 1 Batch 6170/12277] loss=0.6713, lr=0.0000194, metrics:accuracy:0.6703
INFO:root:[Epoch 1 Batch 6180/12277] loss=0.6742, lr=0.0000194, metrics:accuracy:0.6705
INFO:root:[Epoch 1 Batch 6190/12277] loss=0.6702, lr=0.0000194, metrics:accuracy:0.6705
INFO:root:[Epoch 1 Batch 6200/12277] loss=0.6676, lr=0.0000194, metrics:accuracy:0.6706
INFO:root:[Epoch 1 Batch 6210/12277] loss=0.6305, lr=0.0000194, metrics:accuracy:0.6707
INFO:root:[Epoch 1 Batch 6220/12277] loss=0.5982, lr=0.0000194, metrics:accuracy:0.6709
INFO:root:[Epoch 1 Batch 6230/12277] loss=0.6628, lr=0.0000194, metrics:accuracy:0.6710
INFO:root:[Epoch 1 Batch 6240/12277] loss=0.7011, lr=0.0000194, metrics:accuracy:0.6710
INFO:root:[Epoch 1 Batch 6250/12277] loss=0.6286, lr=0.0000194, metrics:accuracy:0.6711
INFO:root:[Epoch 1 Batch 6260/12277] loss=0.7397, lr=0.0000194, metrics:accuracy:0.6711
INFO:root:[Epoch 1 Batch 6270/12277] loss=0.6096, lr=0.0000194, metrics:accuracy:0.6713
INFO:root:[Epoch 1 Batch 6280/12277] loss=0.6379, lr=0.0000194, metrics:accuracy:0.6714
INFO:root:[Epoch 1 Batch 6290/12277] loss=0.6492, lr=0.0000194, metrics:accuracy:0.6715
INFO:root:[Epoch 1 Batch 6300/12277] loss=0.6405, lr=0.0000194, metrics:accuracy:0.6716
INFO:root:[Epoch 1 Batch 6310/12277] loss=0.6575, lr=0.0000194, metrics:accuracy:0.6717
INFO:root:[Epoch 1 Batch 6320/12277] loss=0.6915, lr=0.0000194, metrics:accuracy:0.6718
INFO:root:[Epoch 1 Batch 6330/12277] loss=0.6429, lr=0.0000194, metrics:accuracy:0.6719
INFO:root:[Epoch 1 Batch 6340/12277] loss=0.6058, lr=0.0000194, metrics:accuracy:0.6720
INFO:root:[Epoch 1 Batch 6350/12277] loss=0.6321, lr=0.0000193, metrics:accuracy:0.6722
INFO:root:[Epoch 1 Batch 6360/12277] loss=0.7188, lr=0.0000193, metrics:accuracy:0.6722
INFO:root:[Epoch 1 Batch 6370/12277] loss=0.6155, lr=0.0000193, metrics:accuracy:0.6723
INFO:root:[Epoch 1 Batch 6380/12277] loss=0.6508, lr=0.0000193, metrics:accuracy:0.6724
INFO:root:[Epoch 1 Batch 6390/12277] loss=0.6632, lr=0.0000193, metrics:accuracy:0.6725
INFO:root:[Epoch 1 Batch 6400/12277] loss=0.6795, lr=0.0000193, metrics:accuracy:0.6726
INFO:root:[Epoch 1 Batch 6410/12277] loss=0.6035, lr=0.0000193, metrics:accuracy:0.6727
INFO:root:[Epoch 1 Batch 6420/12277] loss=0.5502, lr=0.0000193, metrics:accuracy:0.6729
INFO:root:[Epoch 1 Batch 6430/12277] loss=0.7476, lr=0.0000193, metrics:accuracy:0.6729
INFO:root:[Epoch 1 Batch 6440/12277] loss=0.6211, lr=0.0000193, metrics:accuracy:0.6730
INFO:root:[Epoch 1 Batch 6450/12277] loss=0.6043, lr=0.0000193, metrics:accuracy:0.6731
INFO:root:[Epoch 1 Batch 6460/12277] loss=0.5835, lr=0.0000193, metrics:accuracy:0.6732
INFO:root:[Epoch 1 Batch 6470/12277] loss=0.6125, lr=0.0000193, metrics:accuracy:0.6733
INFO:root:[Epoch 1 Batch 6480/12277] loss=0.7133, lr=0.0000193, metrics:accuracy:0.6734
INFO:root:[Epoch 1 Batch 6490/12277] loss=0.6294, lr=0.0000193, metrics:accuracy:0.6735
INFO:root:[Epoch 1 Batch 6500/12277] loss=0.6510, lr=0.0000193, metrics:accuracy:0.6735
INFO:root:[Epoch 1 Batch 6510/12277] loss=0.6818, lr=0.0000193, metrics:accuracy:0.6736
INFO:root:[Epoch 1 Batch 6520/12277] loss=0.6223, lr=0.0000193, metrics:accuracy:0.6738
INFO:root:[Epoch 1 Batch 6530/12277] loss=0.6353, lr=0.0000193, metrics:accuracy:0.6738
INFO:root:[Epoch 1 Batch 6540/12277] loss=0.6434, lr=0.0000193, metrics:accuracy:0.6739
INFO:root:[Epoch 1 Batch 6550/12277] loss=0.6261, lr=0.0000193, metrics:accuracy:0.6741
INFO:root:[Epoch 1 Batch 6560/12277] loss=0.6937, lr=0.0000193, metrics:accuracy:0.6741
INFO:root:[Epoch 1 Batch 6570/12277] loss=0.6973, lr=0.0000192, metrics:accuracy:0.6742
INFO:root:[Epoch 1 Batch 6580/12277] loss=0.5979, lr=0.0000192, metrics:accuracy:0.6743
INFO:root:[Epoch 1 Batch 6590/12277] loss=0.6741, lr=0.0000192, metrics:accuracy:0.6744
INFO:root:[Epoch 1 Batch 6600/12277] loss=0.6425, lr=0.0000192, metrics:accuracy:0.6745
INFO:root:[Epoch 1 Batch 6610/12277] loss=0.6910, lr=0.0000192, metrics:accuracy:0.6746
INFO:root:[Epoch 1 Batch 6620/12277] loss=0.6693, lr=0.0000192, metrics:accuracy:0.6746
INFO:root:[Epoch 1 Batch 6630/12277] loss=0.6054, lr=0.0000192, metrics:accuracy:0.6747
INFO:root:[Epoch 1 Batch 6640/12277] loss=0.6227, lr=0.0000192, metrics:accuracy:0.6748
INFO:root:[Epoch 1 Batch 6650/12277] loss=0.6440, lr=0.0000192, metrics:accuracy:0.6749
INFO:root:[Epoch 1 Batch 6660/12277] loss=0.6510, lr=0.0000192, metrics:accuracy:0.6750
INFO:root:[Epoch 1 Batch 6670/12277] loss=0.6380, lr=0.0000192, metrics:accuracy:0.6750
INFO:root:[Epoch 1 Batch 6680/12277] loss=0.6658, lr=0.0000192, metrics:accuracy:0.6751
INFO:root:[Epoch 1 Batch 6690/12277] loss=0.6561, lr=0.0000192, metrics:accuracy:0.6752
INFO:root:[Epoch 1 Batch 6700/12277] loss=0.6937, lr=0.0000192, metrics:accuracy:0.6753
INFO:root:[Epoch 1 Batch 6710/12277] loss=0.7088, lr=0.0000192, metrics:accuracy:0.6753
INFO:root:[Epoch 1 Batch 6720/12277] loss=0.6770, lr=0.0000192, metrics:accuracy:0.6754
INFO:root:[Epoch 1 Batch 6730/12277] loss=0.7234, lr=0.0000192, metrics:accuracy:0.6754
INFO:root:[Epoch 1 Batch 6740/12277] loss=0.6141, lr=0.0000192, metrics:accuracy:0.6756
INFO:root:[Epoch 1 Batch 6750/12277] loss=0.6701, lr=0.0000192, metrics:accuracy:0.6756
INFO:root:[Epoch 1 Batch 6760/12277] loss=0.6793, lr=0.0000192, metrics:accuracy:0.6757
INFO:root:[Epoch 1 Batch 6770/12277] loss=0.6408, lr=0.0000192, metrics:accuracy:0.6758
INFO:root:[Epoch 1 Batch 6780/12277] loss=0.5918, lr=0.0000192, metrics:accuracy:0.6759
INFO:root:[Epoch 1 Batch 6790/12277] loss=0.5902, lr=0.0000191, metrics:accuracy:0.6761
INFO:root:[Epoch 1 Batch 6800/12277] loss=0.6536, lr=0.0000191, metrics:accuracy:0.6762
INFO:root:[Epoch 1 Batch 6810/12277] loss=0.6198, lr=0.0000191, metrics:accuracy:0.6763
INFO:root:[Epoch 1 Batch 6820/12277] loss=0.6280, lr=0.0000191, metrics:accuracy:0.6764
INFO:root:[Epoch 1 Batch 6830/12277] loss=0.6185, lr=0.0000191, metrics:accuracy:0.6765
INFO:root:[Epoch 1 Batch 6840/12277] loss=0.6719, lr=0.0000191, metrics:accuracy:0.6765
INFO:root:[Epoch 1 Batch 6850/12277] loss=0.6271, lr=0.0000191, metrics:accuracy:0.6766
INFO:root:[Epoch 1 Batch 6860/12277] loss=0.6534, lr=0.0000191, metrics:accuracy:0.6767
INFO:root:[Epoch 1 Batch 6870/12277] loss=0.6506, lr=0.0000191, metrics:accuracy:0.6768
INFO:root:[Epoch 1 Batch 6880/12277] loss=0.6170, lr=0.0000191, metrics:accuracy:0.6768
INFO:root:[Epoch 1 Batch 6890/12277] loss=0.6352, lr=0.0000191, metrics:accuracy:0.6769
INFO:root:[Epoch 1 Batch 6900/12277] loss=0.5896, lr=0.0000191, metrics:accuracy:0.6770
INFO:root:[Epoch 1 Batch 6910/12277] loss=0.5877, lr=0.0000191, metrics:accuracy:0.6771
INFO:root:[Epoch 1 Batch 6920/12277] loss=0.5738, lr=0.0000191, metrics:accuracy:0.6773
INFO:root:[Epoch 1 Batch 6930/12277] loss=0.7097, lr=0.0000191, metrics:accuracy:0.6774
INFO:root:[Epoch 1 Batch 6940/12277] loss=0.6445, lr=0.0000191, metrics:accuracy:0.6775
INFO:root:[Epoch 1 Batch 6950/12277] loss=0.6204, lr=0.0000191, metrics:accuracy:0.6775
INFO:root:[Epoch 1 Batch 6960/12277] loss=0.6693, lr=0.0000191, metrics:accuracy:0.6776
INFO:root:[Epoch 1 Batch 6970/12277] loss=0.6269, lr=0.0000191, metrics:accuracy:0.6777
INFO:root:[Epoch 1 Batch 6980/12277] loss=0.6981, lr=0.0000191, metrics:accuracy:0.6777
INFO:root:[Epoch 1 Batch 6990/12277] loss=0.6419, lr=0.0000191, metrics:accuracy:0.6778
INFO:root:[Epoch 1 Batch 7000/12277] loss=0.5881, lr=0.0000191, metrics:accuracy:0.6779
INFO:root:[Epoch 1 Batch 7010/12277] loss=0.6108, lr=0.0000190, metrics:accuracy:0.6780
INFO:root:[Epoch 1 Batch 7020/12277] loss=0.7224, lr=0.0000190, metrics:accuracy:0.6780
INFO:root:[Epoch 1 Batch 7030/12277] loss=0.6493, lr=0.0000190, metrics:accuracy:0.6781
INFO:root:[Epoch 1 Batch 7040/12277] loss=0.6337, lr=0.0000190, metrics:accuracy:0.6781
INFO:root:[Epoch 1 Batch 7050/12277] loss=0.6883, lr=0.0000190, metrics:accuracy:0.6782
INFO:root:[Epoch 1 Batch 7060/12277] loss=0.7002, lr=0.0000190, metrics:accuracy:0.6783
INFO:root:[Epoch 1 Batch 7070/12277] loss=0.7105, lr=0.0000190, metrics:accuracy:0.6784
INFO:root:[Epoch 1 Batch 7080/12277] loss=0.6317, lr=0.0000190, metrics:accuracy:0.6785
INFO:root:[Epoch 1 Batch 7090/12277] loss=0.6192, lr=0.0000190, metrics:accuracy:0.6786
INFO:root:[Epoch 1 Batch 7100/12277] loss=0.6600, lr=0.0000190, metrics:accuracy:0.6786
INFO:root:[Epoch 1 Batch 7110/12277] loss=0.6424, lr=0.0000190, metrics:accuracy:0.6787
INFO:root:[Epoch 1 Batch 7120/12277] loss=0.6472, lr=0.0000190, metrics:accuracy:0.6788
INFO:root:[Epoch 1 Batch 7130/12277] loss=0.6531, lr=0.0000190, metrics:accuracy:0.6789
INFO:root:[Epoch 1 Batch 7140/12277] loss=0.6489, lr=0.0000190, metrics:accuracy:0.6790
INFO:root:[Epoch 1 Batch 7150/12277] loss=0.6837, lr=0.0000190, metrics:accuracy:0.6790
INFO:root:[Epoch 1 Batch 7160/12277] loss=0.6375, lr=0.0000190, metrics:accuracy:0.6791
INFO:root:[Epoch 1 Batch 7170/12277] loss=0.6759, lr=0.0000190, metrics:accuracy:0.6791
INFO:root:[Epoch 1 Batch 7180/12277] loss=0.5955, lr=0.0000190, metrics:accuracy:0.6792
INFO:root:[Epoch 1 Batch 7190/12277] loss=0.6534, lr=0.0000190, metrics:accuracy:0.6793
INFO:root:[Epoch 1 Batch 7200/12277] loss=0.6718, lr=0.0000190, metrics:accuracy:0.6794
INFO:root:[Epoch 1 Batch 7210/12277] loss=0.7416, lr=0.0000190, metrics:accuracy:0.6794
INFO:root:[Epoch 1 Batch 7220/12277] loss=0.7115, lr=0.0000190, metrics:accuracy:0.6794
INFO:root:[Epoch 1 Batch 7230/12277] loss=0.6258, lr=0.0000189, metrics:accuracy:0.6795
INFO:root:[Epoch 1 Batch 7240/12277] loss=0.6422, lr=0.0000189, metrics:accuracy:0.6796
INFO:root:[Epoch 1 Batch 7250/12277] loss=0.6524, lr=0.0000189, metrics:accuracy:0.6797
INFO:root:[Epoch 1 Batch 7260/12277] loss=0.6611, lr=0.0000189, metrics:accuracy:0.6797
INFO:root:[Epoch 1 Batch 7270/12277] loss=0.5849, lr=0.0000189, metrics:accuracy:0.6799
INFO:root:[Epoch 1 Batch 7280/12277] loss=0.6216, lr=0.0000189, metrics:accuracy:0.6799
INFO:root:[Epoch 1 Batch 7290/12277] loss=0.6302, lr=0.0000189, metrics:accuracy:0.6800
INFO:root:[Epoch 1 Batch 7300/12277] loss=0.6222, lr=0.0000189, metrics:accuracy:0.6801
INFO:root:[Epoch 1 Batch 7310/12277] loss=0.6003, lr=0.0000189, metrics:accuracy:0.6802
INFO:root:[Epoch 1 Batch 7320/12277] loss=0.6069, lr=0.0000189, metrics:accuracy:0.6803
INFO:root:[Epoch 1 Batch 7330/12277] loss=0.6634, lr=0.0000189, metrics:accuracy:0.6803
INFO:root:[Epoch 1 Batch 7340/12277] loss=0.6066, lr=0.0000189, metrics:accuracy:0.6804
INFO:root:[Epoch 1 Batch 7350/12277] loss=0.6584, lr=0.0000189, metrics:accuracy:0.6805
INFO:root:[Epoch 1 Batch 7360/12277] loss=0.6450, lr=0.0000189, metrics:accuracy:0.6806
INFO:root:[Epoch 1 Batch 7370/12277] loss=0.6104, lr=0.0000189, metrics:accuracy:0.6807
INFO:root:[Epoch 1 Batch 7380/12277] loss=0.7029, lr=0.0000189, metrics:accuracy:0.6807
INFO:root:[Epoch 1 Batch 7390/12277] loss=0.5915, lr=0.0000189, metrics:accuracy:0.6808
INFO:root:[Epoch 1 Batch 7400/12277] loss=0.6514, lr=0.0000189, metrics:accuracy:0.6809
INFO:root:[Epoch 1 Batch 7410/12277] loss=0.6269, lr=0.0000189, metrics:accuracy:0.6810
INFO:root:[Epoch 1 Batch 7420/12277] loss=0.7028, lr=0.0000189, metrics:accuracy:0.6810
INFO:root:[Epoch 1 Batch 7430/12277] loss=0.6731, lr=0.0000189, metrics:accuracy:0.6811
INFO:root:[Epoch 1 Batch 7440/12277] loss=0.6233, lr=0.0000189, metrics:accuracy:0.6812
INFO:root:[Epoch 1 Batch 7450/12277] loss=0.6067, lr=0.0000188, metrics:accuracy:0.6812
INFO:root:[Epoch 1 Batch 7460/12277] loss=0.6400, lr=0.0000188, metrics:accuracy:0.6813
INFO:root:[Epoch 1 Batch 7470/12277] loss=0.6623, lr=0.0000188, metrics:accuracy:0.6814
INFO:root:[Epoch 1 Batch 7480/12277] loss=0.6450, lr=0.0000188, metrics:accuracy:0.6815
INFO:root:[Epoch 1 Batch 7490/12277] loss=0.5766, lr=0.0000188, metrics:accuracy:0.6816
INFO:root:[Epoch 1 Batch 7500/12277] loss=0.5788, lr=0.0000188, metrics:accuracy:0.6817
INFO:root:[Epoch 1 Batch 7510/12277] loss=0.6048, lr=0.0000188, metrics:accuracy:0.6818
INFO:root:[Epoch 1 Batch 7520/12277] loss=0.6287, lr=0.0000188, metrics:accuracy:0.6819
INFO:root:[Epoch 1 Batch 7530/12277] loss=0.5568, lr=0.0000188, metrics:accuracy:0.6820
INFO:root:[Epoch 1 Batch 7540/12277] loss=0.6962, lr=0.0000188, metrics:accuracy:0.6820
INFO:root:[Epoch 1 Batch 7550/12277] loss=0.6260, lr=0.0000188, metrics:accuracy:0.6821
INFO:root:[Epoch 1 Batch 7560/12277] loss=0.5622, lr=0.0000188, metrics:accuracy:0.6822
INFO:root:[Epoch 1 Batch 7570/12277] loss=0.6181, lr=0.0000188, metrics:accuracy:0.6823
INFO:root:[Epoch 1 Batch 7580/12277] loss=0.5899, lr=0.0000188, metrics:accuracy:0.6824
INFO:root:[Epoch 1 Batch 7590/12277] loss=0.6572, lr=0.0000188, metrics:accuracy:0.6825
INFO:root:[Epoch 1 Batch 7600/12277] loss=0.6063, lr=0.0000188, metrics:accuracy:0.6826
INFO:root:[Epoch 1 Batch 7610/12277] loss=0.5860, lr=0.0000188, metrics:accuracy:0.6826
INFO:root:[Epoch 1 Batch 7620/12277] loss=0.6790, lr=0.0000188, metrics:accuracy:0.6827
INFO:root:[Epoch 1 Batch 7630/12277] loss=0.6145, lr=0.0000188, metrics:accuracy:0.6827
INFO:root:[Epoch 1 Batch 7640/12277] loss=0.6336, lr=0.0000188, metrics:accuracy:0.6828
INFO:root:[Epoch 1 Batch 7650/12277] loss=0.6646, lr=0.0000188, metrics:accuracy:0.6829
INFO:root:[Epoch 1 Batch 7660/12277] loss=0.5584, lr=0.0000188, metrics:accuracy:0.6830
INFO:root:[Epoch 1 Batch 7670/12277] loss=0.6808, lr=0.0000188, metrics:accuracy:0.6830
INFO:root:[Epoch 1 Batch 7680/12277] loss=0.5729, lr=0.0000187, metrics:accuracy:0.6831
INFO:root:[Epoch 1 Batch 7690/12277] loss=0.6818, lr=0.0000187, metrics:accuracy:0.6832
INFO:root:[Epoch 1 Batch 7700/12277] loss=0.5793, lr=0.0000187, metrics:accuracy:0.6833
INFO:root:[Epoch 1 Batch 7710/12277] loss=0.6499, lr=0.0000187, metrics:accuracy:0.6834
INFO:root:[Epoch 1 Batch 7720/12277] loss=0.6079, lr=0.0000187, metrics:accuracy:0.6834
INFO:root:[Epoch 1 Batch 7730/12277] loss=0.6204, lr=0.0000187, metrics:accuracy:0.6835
INFO:root:[Epoch 1 Batch 7740/12277] loss=0.5747, lr=0.0000187, metrics:accuracy:0.6836
INFO:root:[Epoch 1 Batch 7750/12277] loss=0.5683, lr=0.0000187, metrics:accuracy:0.6837
INFO:root:[Epoch 1 Batch 7760/12277] loss=0.5883, lr=0.0000187, metrics:accuracy:0.6838
INFO:root:[Epoch 1 Batch 7770/12277] loss=0.6712, lr=0.0000187, metrics:accuracy:0.6838
INFO:root:[Epoch 1 Batch 7780/12277] loss=0.6416, lr=0.0000187, metrics:accuracy:0.6839
INFO:root:[Epoch 1 Batch 7790/12277] loss=0.5969, lr=0.0000187, metrics:accuracy:0.6840
INFO:root:[Epoch 1 Batch 7800/12277] loss=0.5859, lr=0.0000187, metrics:accuracy:0.6841
INFO:root:[Epoch 1 Batch 7810/12277] loss=0.6083, lr=0.0000187, metrics:accuracy:0.6842
INFO:root:[Epoch 1 Batch 7820/12277] loss=0.6502, lr=0.0000187, metrics:accuracy:0.6843
INFO:root:[Epoch 1 Batch 7830/12277] loss=0.6139, lr=0.0000187, metrics:accuracy:0.6844
INFO:root:[Epoch 1 Batch 7840/12277] loss=0.5676, lr=0.0000187, metrics:accuracy:0.6845
INFO:root:[Epoch 1 Batch 7850/12277] loss=0.6330, lr=0.0000187, metrics:accuracy:0.6846
INFO:root:[Epoch 1 Batch 7860/12277] loss=0.7062, lr=0.0000187, metrics:accuracy:0.6846
INFO:root:[Epoch 1 Batch 7870/12277] loss=0.5963, lr=0.0000187, metrics:accuracy:0.6847
INFO:root:[Epoch 1 Batch 7880/12277] loss=0.6866, lr=0.0000187, metrics:accuracy:0.6847
INFO:root:[Epoch 1 Batch 7890/12277] loss=0.6480, lr=0.0000187, metrics:accuracy:0.6848
INFO:root:[Epoch 1 Batch 7900/12277] loss=0.6060, lr=0.0000186, metrics:accuracy:0.6849
INFO:root:[Epoch 1 Batch 7910/12277] loss=0.6806, lr=0.0000186, metrics:accuracy:0.6850
INFO:root:[Epoch 1 Batch 7920/12277] loss=0.6389, lr=0.0000186, metrics:accuracy:0.6851
INFO:root:[Epoch 1 Batch 7930/12277] loss=0.6682, lr=0.0000186, metrics:accuracy:0.6851
INFO:root:[Epoch 1 Batch 7940/12277] loss=0.6153, lr=0.0000186, metrics:accuracy:0.6852
INFO:root:[Epoch 1 Batch 7950/12277] loss=0.6684, lr=0.0000186, metrics:accuracy:0.6853
INFO:root:[Epoch 1 Batch 7960/12277] loss=0.6502, lr=0.0000186, metrics:accuracy:0.6853
INFO:root:[Epoch 1 Batch 7970/12277] loss=0.6137, lr=0.0000186, metrics:accuracy:0.6853
INFO:root:[Epoch 1 Batch 7980/12277] loss=0.6647, lr=0.0000186, metrics:accuracy:0.6854
INFO:root:[Epoch 1 Batch 7990/12277] loss=0.6500, lr=0.0000186, metrics:accuracy:0.6855
INFO:root:[Epoch 1 Batch 8000/12277] loss=0.6400, lr=0.0000186, metrics:accuracy:0.6855
INFO:root:[Epoch 1 Batch 8010/12277] loss=0.6769, lr=0.0000186, metrics:accuracy:0.6855
INFO:root:[Epoch 1 Batch 8020/12277] loss=0.6277, lr=0.0000186, metrics:accuracy:0.6856
INFO:root:[Epoch 1 Batch 8030/12277] loss=0.5251, lr=0.0000186, metrics:accuracy:0.6857
INFO:root:[Epoch 1 Batch 8040/12277] loss=0.6276, lr=0.0000186, metrics:accuracy:0.6858
INFO:root:[Epoch 1 Batch 8050/12277] loss=0.6632, lr=0.0000186, metrics:accuracy:0.6858
INFO:root:[Epoch 1 Batch 8060/12277] loss=0.6545, lr=0.0000186, metrics:accuracy:0.6859
INFO:root:[Epoch 1 Batch 8070/12277] loss=0.6729, lr=0.0000186, metrics:accuracy:0.6859
INFO:root:[Epoch 1 Batch 8080/12277] loss=0.6812, lr=0.0000186, metrics:accuracy:0.6860
INFO:root:[Epoch 1 Batch 8090/12277] loss=0.5628, lr=0.0000186, metrics:accuracy:0.6861
INFO:root:[Epoch 1 Batch 8100/12277] loss=0.6490, lr=0.0000186, metrics:accuracy:0.6861
INFO:root:[Epoch 1 Batch 8110/12277] loss=0.6407, lr=0.0000186, metrics:accuracy:0.6862
INFO:root:[Epoch 1 Batch 8120/12277] loss=0.7412, lr=0.0000185, metrics:accuracy:0.6862
INFO:root:[Epoch 1 Batch 8130/12277] loss=0.6350, lr=0.0000185, metrics:accuracy:0.6863
INFO:root:[Epoch 1 Batch 8140/12277] loss=0.6056, lr=0.0000185, metrics:accuracy:0.6864
INFO:root:[Epoch 1 Batch 8150/12277] loss=0.5774, lr=0.0000185, metrics:accuracy:0.6865
INFO:root:[Epoch 1 Batch 8160/12277] loss=0.5966, lr=0.0000185, metrics:accuracy:0.6866
INFO:root:[Epoch 1 Batch 8170/12277] loss=0.7611, lr=0.0000185, metrics:accuracy:0.6866
INFO:root:[Epoch 1 Batch 8180/12277] loss=0.6342, lr=0.0000185, metrics:accuracy:0.6867
INFO:root:[Epoch 1 Batch 8190/12277] loss=0.6024, lr=0.0000185, metrics:accuracy:0.6868
INFO:root:[Epoch 1 Batch 8200/12277] loss=0.5694, lr=0.0000185, metrics:accuracy:0.6869
INFO:root:[Epoch 1 Batch 8210/12277] loss=0.6161, lr=0.0000185, metrics:accuracy:0.6870
INFO:root:[Epoch 1 Batch 8220/12277] loss=0.6650, lr=0.0000185, metrics:accuracy:0.6871
INFO:root:[Epoch 1 Batch 8230/12277] loss=0.6478, lr=0.0000185, metrics:accuracy:0.6871
INFO:root:[Epoch 1 Batch 8240/12277] loss=0.5719, lr=0.0000185, metrics:accuracy:0.6872
INFO:root:[Epoch 1 Batch 8250/12277] loss=0.6312, lr=0.0000185, metrics:accuracy:0.6872
INFO:root:[Epoch 1 Batch 8260/12277] loss=0.6498, lr=0.0000185, metrics:accuracy:0.6873
INFO:root:[Epoch 1 Batch 8270/12277] loss=0.6304, lr=0.0000185, metrics:accuracy:0.6874
INFO:root:[Epoch 1 Batch 8280/12277] loss=0.7029, lr=0.0000185, metrics:accuracy:0.6874
INFO:root:[Epoch 1 Batch 8290/12277] loss=0.7143, lr=0.0000185, metrics:accuracy:0.6874
INFO:root:[Epoch 1 Batch 8300/12277] loss=0.5756, lr=0.0000185, metrics:accuracy:0.6875
INFO:root:[Epoch 1 Batch 8310/12277] loss=0.6789, lr=0.0000185, metrics:accuracy:0.6875
INFO:root:[Epoch 1 Batch 8320/12277] loss=0.6802, lr=0.0000185, metrics:accuracy:0.6876
INFO:root:[Epoch 1 Batch 8330/12277] loss=0.6179, lr=0.0000185, metrics:accuracy:0.6877
INFO:root:[Epoch 1 Batch 8340/12277] loss=0.6461, lr=0.0000184, metrics:accuracy:0.6877
INFO:root:[Epoch 1 Batch 8350/12277] loss=0.6356, lr=0.0000184, metrics:accuracy:0.6878
INFO:root:[Epoch 1 Batch 8360/12277] loss=0.6024, lr=0.0000184, metrics:accuracy:0.6878
INFO:root:[Epoch 1 Batch 8370/12277] loss=0.6718, lr=0.0000184, metrics:accuracy:0.6879
INFO:root:[Epoch 1 Batch 8380/12277] loss=0.5947, lr=0.0000184, metrics:accuracy:0.6879
INFO:root:[Epoch 1 Batch 8390/12277] loss=0.6072, lr=0.0000184, metrics:accuracy:0.6880
INFO:root:[Epoch 1 Batch 8400/12277] loss=0.6401, lr=0.0000184, metrics:accuracy:0.6881
INFO:root:[Epoch 1 Batch 8410/12277] loss=0.5726, lr=0.0000184, metrics:accuracy:0.6882
INFO:root:[Epoch 1 Batch 8420/12277] loss=0.6522, lr=0.0000184, metrics:accuracy:0.6882
INFO:root:[Epoch 1 Batch 8430/12277] loss=0.6671, lr=0.0000184, metrics:accuracy:0.6883
INFO:root:[Epoch 1 Batch 8440/12277] loss=0.6632, lr=0.0000184, metrics:accuracy:0.6883
INFO:root:[Epoch 1 Batch 8450/12277] loss=0.6303, lr=0.0000184, metrics:accuracy:0.6884
INFO:root:[Epoch 1 Batch 8460/12277] loss=0.6004, lr=0.0000184, metrics:accuracy:0.6885
INFO:root:[Epoch 1 Batch 8470/12277] loss=0.6224, lr=0.0000184, metrics:accuracy:0.6885
INFO:root:[Epoch 1 Batch 8480/12277] loss=0.6094, lr=0.0000184, metrics:accuracy:0.6886
INFO:root:[Epoch 1 Batch 8490/12277] loss=0.5961, lr=0.0000184, metrics:accuracy:0.6887
INFO:root:[Epoch 1 Batch 8500/12277] loss=0.5616, lr=0.0000184, metrics:accuracy:0.6888
INFO:root:[Epoch 1 Batch 8510/12277] loss=0.6157, lr=0.0000184, metrics:accuracy:0.6889
INFO:root:[Epoch 1 Batch 8520/12277] loss=0.5818, lr=0.0000184, metrics:accuracy:0.6890
INFO:root:[Epoch 1 Batch 8530/12277] loss=0.5566, lr=0.0000184, metrics:accuracy:0.6891
INFO:root:[Epoch 1 Batch 8540/12277] loss=0.6709, lr=0.0000184, metrics:accuracy:0.6891
INFO:root:[Epoch 1 Batch 8550/12277] loss=0.5950, lr=0.0000184, metrics:accuracy:0.6892
INFO:root:[Epoch 1 Batch 8560/12277] loss=0.6527, lr=0.0000183, metrics:accuracy:0.6893
INFO:root:[Epoch 1 Batch 8570/12277] loss=0.6622, lr=0.0000183, metrics:accuracy:0.6893
INFO:root:[Epoch 1 Batch 8580/12277] loss=0.5945, lr=0.0000183, metrics:accuracy:0.6894
INFO:root:[Epoch 1 Batch 8590/12277] loss=0.5815, lr=0.0000183, metrics:accuracy:0.6895
INFO:root:[Epoch 1 Batch 8600/12277] loss=0.6355, lr=0.0000183, metrics:accuracy:0.6895
INFO:root:[Epoch 1 Batch 8610/12277] loss=0.6492, lr=0.0000183, metrics:accuracy:0.6896
INFO:root:[Epoch 1 Batch 8620/12277] loss=0.5902, lr=0.0000183, metrics:accuracy:0.6896
INFO:root:[Epoch 1 Batch 8630/12277] loss=0.6034, lr=0.0000183, metrics:accuracy:0.6897
INFO:root:[Epoch 1 Batch 8640/12277] loss=0.6766, lr=0.0000183, metrics:accuracy:0.6897
INFO:root:[Epoch 1 Batch 8650/12277] loss=0.6218, lr=0.0000183, metrics:accuracy:0.6898
INFO:root:[Epoch 1 Batch 8660/12277] loss=0.6639, lr=0.0000183, metrics:accuracy:0.6898
INFO:root:[Epoch 1 Batch 8670/12277] loss=0.6493, lr=0.0000183, metrics:accuracy:0.6899
INFO:root:[Epoch 1 Batch 8680/12277] loss=0.5989, lr=0.0000183, metrics:accuracy:0.6900
INFO:root:[Epoch 1 Batch 8690/12277] loss=0.6415, lr=0.0000183, metrics:accuracy:0.6900
INFO:root:[Epoch 1 Batch 8700/12277] loss=0.6236, lr=0.0000183, metrics:accuracy:0.6901
INFO:root:[Epoch 1 Batch 8710/12277] loss=0.6719, lr=0.0000183, metrics:accuracy:0.6901
INFO:root:[Epoch 1 Batch 8720/12277] loss=0.6773, lr=0.0000183, metrics:accuracy:0.6901
INFO:root:[Epoch 1 Batch 8730/12277] loss=0.6069, lr=0.0000183, metrics:accuracy:0.6902
INFO:root:[Epoch 1 Batch 8740/12277] loss=0.6619, lr=0.0000183, metrics:accuracy:0.6902
INFO:root:[Epoch 1 Batch 8750/12277] loss=0.6070, lr=0.0000183, metrics:accuracy:0.6903
INFO:root:[Epoch 1 Batch 8760/12277] loss=0.6173, lr=0.0000183, metrics:accuracy:0.6904
INFO:root:[Epoch 1 Batch 8770/12277] loss=0.7135, lr=0.0000183, metrics:accuracy:0.6904
INFO:root:[Epoch 1 Batch 8780/12277] loss=0.6782, lr=0.0000182, metrics:accuracy:0.6904
INFO:root:[Epoch 1 Batch 8790/12277] loss=0.6533, lr=0.0000182, metrics:accuracy:0.6904
INFO:root:[Epoch 1 Batch 8800/12277] loss=0.6408, lr=0.0000182, metrics:accuracy:0.6905
INFO:root:[Epoch 1 Batch 8810/12277] loss=0.6437, lr=0.0000182, metrics:accuracy:0.6905
INFO:root:[Epoch 1 Batch 8820/12277] loss=0.6148, lr=0.0000182, metrics:accuracy:0.6905
INFO:root:[Epoch 1 Batch 8830/12277] loss=0.6681, lr=0.0000182, metrics:accuracy:0.6905
INFO:root:[Epoch 1 Batch 8840/12277] loss=0.6097, lr=0.0000182, metrics:accuracy:0.6906
INFO:root:[Epoch 1 Batch 8850/12277] loss=0.6254, lr=0.0000182, metrics:accuracy:0.6907
INFO:root:[Epoch 1 Batch 8860/12277] loss=0.6337, lr=0.0000182, metrics:accuracy:0.6908
INFO:root:[Epoch 1 Batch 8870/12277] loss=0.5690, lr=0.0000182, metrics:accuracy:0.6909
INFO:root:[Epoch 1 Batch 8880/12277] loss=0.6361, lr=0.0000182, metrics:accuracy:0.6909
INFO:root:[Epoch 1 Batch 8890/12277] loss=0.7229, lr=0.0000182, metrics:accuracy:0.6909
INFO:root:[Epoch 1 Batch 8900/12277] loss=0.5926, lr=0.0000182, metrics:accuracy:0.6910
INFO:root:[Epoch 1 Batch 8910/12277] loss=0.6076, lr=0.0000182, metrics:accuracy:0.6911
INFO:root:[Epoch 1 Batch 8920/12277] loss=0.6378, lr=0.0000182, metrics:accuracy:0.6911
INFO:root:[Epoch 1 Batch 8930/12277] loss=0.6111, lr=0.0000182, metrics:accuracy:0.6912
INFO:root:[Epoch 1 Batch 8940/12277] loss=0.5344, lr=0.0000182, metrics:accuracy:0.6913
INFO:root:[Epoch 1 Batch 8950/12277] loss=0.6517, lr=0.0000182, metrics:accuracy:0.6913
INFO:root:[Epoch 1 Batch 8960/12277] loss=0.6576, lr=0.0000182, metrics:accuracy:0.6914
INFO:root:[Epoch 1 Batch 8970/12277] loss=0.5883, lr=0.0000182, metrics:accuracy:0.6914
INFO:root:[Epoch 1 Batch 8980/12277] loss=0.6860, lr=0.0000182, metrics:accuracy:0.6915
INFO:root:[Epoch 1 Batch 8990/12277] loss=0.6992, lr=0.0000182, metrics:accuracy:0.6915
INFO:root:[Epoch 1 Batch 9000/12277] loss=0.6345, lr=0.0000181, metrics:accuracy:0.6916
INFO:root:[Epoch 1 Batch 9010/12277] loss=0.6632, lr=0.0000181, metrics:accuracy:0.6916
INFO:root:[Epoch 1 Batch 9020/12277] loss=0.5843, lr=0.0000181, metrics:accuracy:0.6916
INFO:root:[Epoch 1 Batch 9030/12277] loss=0.6376, lr=0.0000181, metrics:accuracy:0.6917
INFO:root:[Epoch 1 Batch 9040/12277] loss=0.6552, lr=0.0000181, metrics:accuracy:0.6917
INFO:root:[Epoch 1 Batch 9050/12277] loss=0.5692, lr=0.0000181, metrics:accuracy:0.6918
INFO:root:[Epoch 1 Batch 9060/12277] loss=0.6277, lr=0.0000181, metrics:accuracy:0.6918
INFO:root:[Epoch 1 Batch 9070/12277] loss=0.5956, lr=0.0000181, metrics:accuracy:0.6919
INFO:root:[Epoch 1 Batch 9080/12277] loss=0.6239, lr=0.0000181, metrics:accuracy:0.6919
INFO:root:[Epoch 1 Batch 9090/12277] loss=0.5635, lr=0.0000181, metrics:accuracy:0.6920
INFO:root:[Epoch 1 Batch 9100/12277] loss=0.6343, lr=0.0000181, metrics:accuracy:0.6921
INFO:root:[Epoch 1 Batch 9110/12277] loss=0.6402, lr=0.0000181, metrics:accuracy:0.6921
INFO:root:[Epoch 1 Batch 9120/12277] loss=0.6463, lr=0.0000181, metrics:accuracy:0.6922
INFO:root:[Epoch 1 Batch 9130/12277] loss=0.5935, lr=0.0000181, metrics:accuracy:0.6922
INFO:root:[Epoch 1 Batch 9140/12277] loss=0.6322, lr=0.0000181, metrics:accuracy:0.6923
INFO:root:[Epoch 1 Batch 9150/12277] loss=0.6442, lr=0.0000181, metrics:accuracy:0.6923
INFO:root:[Epoch 1 Batch 9160/12277] loss=0.6137, lr=0.0000181, metrics:accuracy:0.6924
INFO:root:[Epoch 1 Batch 9170/12277] loss=0.5970, lr=0.0000181, metrics:accuracy:0.6925
INFO:root:[Epoch 1 Batch 9180/12277] loss=0.6673, lr=0.0000181, metrics:accuracy:0.6925
INFO:root:[Epoch 1 Batch 9190/12277] loss=0.6737, lr=0.0000181, metrics:accuracy:0.6925
INFO:root:[Epoch 1 Batch 9200/12277] loss=0.6512, lr=0.0000181, metrics:accuracy:0.6925
INFO:root:[Epoch 1 Batch 9210/12277] loss=0.6756, lr=0.0000181, metrics:accuracy:0.6925
INFO:root:[Epoch 1 Batch 9220/12277] loss=0.5945, lr=0.0000180, metrics:accuracy:0.6926
INFO:root:[Epoch 1 Batch 9230/12277] loss=0.6671, lr=0.0000180, metrics:accuracy:0.6926
INFO:root:[Epoch 1 Batch 9240/12277] loss=0.6483, lr=0.0000180, metrics:accuracy:0.6927
INFO:root:[Epoch 1 Batch 9250/12277] loss=0.6233, lr=0.0000180, metrics:accuracy:0.6927
INFO:root:[Epoch 1 Batch 9260/12277] loss=0.6410, lr=0.0000180, metrics:accuracy:0.6928
INFO:root:[Epoch 1 Batch 9270/12277] loss=0.6050, lr=0.0000180, metrics:accuracy:0.6929
INFO:root:[Epoch 1 Batch 9280/12277] loss=0.5985, lr=0.0000180, metrics:accuracy:0.6929
INFO:root:[Epoch 1 Batch 9290/12277] loss=0.6267, lr=0.0000180, metrics:accuracy:0.6930
INFO:root:[Epoch 1 Batch 9300/12277] loss=0.6345, lr=0.0000180, metrics:accuracy:0.6931
INFO:root:[Epoch 1 Batch 9310/12277] loss=0.6022, lr=0.0000180, metrics:accuracy:0.6932
INFO:root:[Epoch 1 Batch 9320/12277] loss=0.6619, lr=0.0000180, metrics:accuracy:0.6932
INFO:root:[Epoch 1 Batch 9330/12277] loss=0.6046, lr=0.0000180, metrics:accuracy:0.6933
INFO:root:[Epoch 1 Batch 9340/12277] loss=0.5273, lr=0.0000180, metrics:accuracy:0.6934
INFO:root:[Epoch 1 Batch 9350/12277] loss=0.5523, lr=0.0000180, metrics:accuracy:0.6935
INFO:root:[Epoch 1 Batch 9360/12277] loss=0.6530, lr=0.0000180, metrics:accuracy:0.6935
INFO:root:[Epoch 1 Batch 9370/12277] loss=0.5895, lr=0.0000180, metrics:accuracy:0.6936
INFO:root:[Epoch 1 Batch 9380/12277] loss=0.6229, lr=0.0000180, metrics:accuracy:0.6936
INFO:root:[Epoch 1 Batch 9390/12277] loss=0.5744, lr=0.0000180, metrics:accuracy:0.6937
INFO:root:[Epoch 1 Batch 9400/12277] loss=0.6427, lr=0.0000180, metrics:accuracy:0.6937
INFO:root:[Epoch 1 Batch 9410/12277] loss=0.6276, lr=0.0000180, metrics:accuracy:0.6938
INFO:root:[Epoch 1 Batch 9420/12277] loss=0.6538, lr=0.0000180, metrics:accuracy:0.6938
INFO:root:[Epoch 1 Batch 9430/12277] loss=0.5894, lr=0.0000180, metrics:accuracy:0.6939
INFO:root:[Epoch 1 Batch 9440/12277] loss=0.6745, lr=0.0000179, metrics:accuracy:0.6939
INFO:root:[Epoch 1 Batch 9450/12277] loss=0.5616, lr=0.0000179, metrics:accuracy:0.6940
INFO:root:[Epoch 1 Batch 9460/12277] loss=0.6289, lr=0.0000179, metrics:accuracy:0.6941
INFO:root:[Epoch 1 Batch 9470/12277] loss=0.6555, lr=0.0000179, metrics:accuracy:0.6941
INFO:root:[Epoch 1 Batch 9480/12277] loss=0.6104, lr=0.0000179, metrics:accuracy:0.6942
INFO:root:[Epoch 1 Batch 9490/12277] loss=0.6473, lr=0.0000179, metrics:accuracy:0.6943
INFO:root:[Epoch 1 Batch 9500/12277] loss=0.6841, lr=0.0000179, metrics:accuracy:0.6943
INFO:root:[Epoch 1 Batch 9510/12277] loss=0.6248, lr=0.0000179, metrics:accuracy:0.6943
INFO:root:[Epoch 1 Batch 9520/12277] loss=0.6312, lr=0.0000179, metrics:accuracy:0.6944
INFO:root:[Epoch 1 Batch 9530/12277] loss=0.6636, lr=0.0000179, metrics:accuracy:0.6944
INFO:root:[Epoch 1 Batch 9540/12277] loss=0.6906, lr=0.0000179, metrics:accuracy:0.6944
INFO:root:[Epoch 1 Batch 9550/12277] loss=0.6980, lr=0.0000179, metrics:accuracy:0.6944
INFO:root:[Epoch 1 Batch 9560/12277] loss=0.5935, lr=0.0000179, metrics:accuracy:0.6945
INFO:root:[Epoch 1 Batch 9570/12277] loss=0.7290, lr=0.0000179, metrics:accuracy:0.6945
INFO:root:[Epoch 1 Batch 9580/12277] loss=0.5079, lr=0.0000179, metrics:accuracy:0.6946
INFO:root:[Epoch 1 Batch 9590/12277] loss=0.6449, lr=0.0000179, metrics:accuracy:0.6946
INFO:root:[Epoch 1 Batch 9600/12277] loss=0.6099, lr=0.0000179, metrics:accuracy:0.6947
INFO:root:[Epoch 1 Batch 9610/12277] loss=0.7251, lr=0.0000179, metrics:accuracy:0.6947
INFO:root:[Epoch 1 Batch 9620/12277] loss=0.5937, lr=0.0000179, metrics:accuracy:0.6948
INFO:root:[Epoch 1 Batch 9630/12277] loss=0.5396, lr=0.0000179, metrics:accuracy:0.6949
INFO:root:[Epoch 1 Batch 9640/12277] loss=0.6047, lr=0.0000179, metrics:accuracy:0.6949
INFO:root:[Epoch 1 Batch 9650/12277] loss=0.5653, lr=0.0000179, metrics:accuracy:0.6950
INFO:root:[Epoch 1 Batch 9660/12277] loss=0.6419, lr=0.0000178, metrics:accuracy:0.6950
INFO:root:[Epoch 1 Batch 9670/12277] loss=0.5592, lr=0.0000178, metrics:accuracy:0.6951
INFO:root:[Epoch 1 Batch 9680/12277] loss=0.5900, lr=0.0000178, metrics:accuracy:0.6952
INFO:root:[Epoch 1 Batch 9690/12277] loss=0.6519, lr=0.0000178, metrics:accuracy:0.6952
INFO:root:[Epoch 1 Batch 9700/12277] loss=0.6187, lr=0.0000178, metrics:accuracy:0.6953
INFO:root:[Epoch 1 Batch 9710/12277] loss=0.6084, lr=0.0000178, metrics:accuracy:0.6953
INFO:root:[Epoch 1 Batch 9720/12277] loss=0.5954, lr=0.0000178, metrics:accuracy:0.6954
INFO:root:[Epoch 1 Batch 9730/12277] loss=0.6245, lr=0.0000178, metrics:accuracy:0.6954
INFO:root:[Epoch 1 Batch 9740/12277] loss=0.5704, lr=0.0000178, metrics:accuracy:0.6955
INFO:root:[Epoch 1 Batch 9750/12277] loss=0.7139, lr=0.0000178, metrics:accuracy:0.6955
INFO:root:[Epoch 1 Batch 9760/12277] loss=0.5669, lr=0.0000178, metrics:accuracy:0.6956
INFO:root:[Epoch 1 Batch 9770/12277] loss=0.5902, lr=0.0000178, metrics:accuracy:0.6956
INFO:root:[Epoch 1 Batch 9780/12277] loss=0.6016, lr=0.0000178, metrics:accuracy:0.6957
INFO:root:[Epoch 1 Batch 9790/12277] loss=0.6172, lr=0.0000178, metrics:accuracy:0.6957
INFO:root:[Epoch 1 Batch 9800/12277] loss=0.5924, lr=0.0000178, metrics:accuracy:0.6958
INFO:root:[Epoch 1 Batch 9810/12277] loss=0.6340, lr=0.0000178, metrics:accuracy:0.6959
INFO:root:[Epoch 1 Batch 9820/12277] loss=0.5667, lr=0.0000178, metrics:accuracy:0.6960
INFO:root:[Epoch 1 Batch 9830/12277] loss=0.6426, lr=0.0000178, metrics:accuracy:0.6960
INFO:root:[Epoch 1 Batch 9840/12277] loss=0.5771, lr=0.0000178, metrics:accuracy:0.6961
INFO:root:[Epoch 1 Batch 9850/12277] loss=0.5896, lr=0.0000178, metrics:accuracy:0.6961
INFO:root:[Epoch 1 Batch 9860/12277] loss=0.6222, lr=0.0000178, metrics:accuracy:0.6962
INFO:root:[Epoch 1 Batch 9870/12277] loss=0.5920, lr=0.0000178, metrics:accuracy:0.6963
INFO:root:[Epoch 1 Batch 9880/12277] loss=0.6842, lr=0.0000177, metrics:accuracy:0.6963
INFO:root:[Epoch 1 Batch 9890/12277] loss=0.6223, lr=0.0000177, metrics:accuracy:0.6963
INFO:root:[Epoch 1 Batch 9900/12277] loss=0.5818, lr=0.0000177, metrics:accuracy:0.6964
INFO:root:[Epoch 1 Batch 9910/12277] loss=0.6212, lr=0.0000177, metrics:accuracy:0.6964
INFO:root:[Epoch 1 Batch 9920/12277] loss=0.5469, lr=0.0000177, metrics:accuracy:0.6965
INFO:root:[Epoch 1 Batch 9930/12277] loss=0.5743, lr=0.0000177, metrics:accuracy:0.6966
INFO:root:[Epoch 1 Batch 9940/12277] loss=0.6609, lr=0.0000177, metrics:accuracy:0.6966
INFO:root:[Epoch 1 Batch 9950/12277] loss=0.6459, lr=0.0000177, metrics:accuracy:0.6967
INFO:root:[Epoch 1 Batch 9960/12277] loss=0.6728, lr=0.0000177, metrics:accuracy:0.6967
INFO:root:[Epoch 1 Batch 9970/12277] loss=0.6025, lr=0.0000177, metrics:accuracy:0.6968
INFO:root:[Epoch 1 Batch 9980/12277] loss=0.6163, lr=0.0000177, metrics:accuracy:0.6968
INFO:root:[Epoch 1 Batch 9990/12277] loss=0.6654, lr=0.0000177, metrics:accuracy:0.6969
INFO:root:[Epoch 1 Batch 10000/12277] loss=0.5967, lr=0.0000177, metrics:accuracy:0.6969
INFO:root:[Epoch 1 Batch 10010/12277] loss=0.5983, lr=0.0000177, metrics:accuracy:0.6970
INFO:root:[Epoch 1 Batch 10020/12277] loss=0.6297, lr=0.0000177, metrics:accuracy:0.6970
INFO:root:[Epoch 1 Batch 10030/12277] loss=0.6153, lr=0.0000177, metrics:accuracy:0.6971
INFO:root:[Epoch 1 Batch 10040/12277] loss=0.5997, lr=0.0000177, metrics:accuracy:0.6971
INFO:root:[Epoch 1 Batch 10050/12277] loss=0.6139, lr=0.0000177, metrics:accuracy:0.6972
INFO:root:[Epoch 1 Batch 10060/12277] loss=0.6323, lr=0.0000177, metrics:accuracy:0.6972
INFO:root:[Epoch 1 Batch 10070/12277] loss=0.5900, lr=0.0000177, metrics:accuracy:0.6973
INFO:root:[Epoch 1 Batch 10080/12277] loss=0.7156, lr=0.0000177, metrics:accuracy:0.6973
INFO:root:[Epoch 1 Batch 10090/12277] loss=0.5892, lr=0.0000177, metrics:accuracy:0.6973
INFO:root:[Epoch 1 Batch 10100/12277] loss=0.6247, lr=0.0000177, metrics:accuracy:0.6974
INFO:root:[Epoch 1 Batch 10110/12277] loss=0.5990, lr=0.0000176, metrics:accuracy:0.6974
INFO:root:[Epoch 1 Batch 10120/12277] loss=0.7026, lr=0.0000176, metrics:accuracy:0.6975
INFO:root:[Epoch 1 Batch 10130/12277] loss=0.6288, lr=0.0000176, metrics:accuracy:0.6975
INFO:root:[Epoch 1 Batch 10140/12277] loss=0.5684, lr=0.0000176, metrics:accuracy:0.6976
INFO:root:[Epoch 1 Batch 10150/12277] loss=0.6275, lr=0.0000176, metrics:accuracy:0.6977
INFO:root:[Epoch 1 Batch 10160/12277] loss=0.6066, lr=0.0000176, metrics:accuracy:0.6977
INFO:root:[Epoch 1 Batch 10170/12277] loss=0.6746, lr=0.0000176, metrics:accuracy:0.6977
INFO:root:[Epoch 1 Batch 10180/12277] loss=0.6582, lr=0.0000176, metrics:accuracy:0.6978
INFO:root:[Epoch 1 Batch 10190/12277] loss=0.6166, lr=0.0000176, metrics:accuracy:0.6978
INFO:root:[Epoch 1 Batch 10200/12277] loss=0.5800, lr=0.0000176, metrics:accuracy:0.6978
INFO:root:[Epoch 1 Batch 10210/12277] loss=0.6198, lr=0.0000176, metrics:accuracy:0.6979
INFO:root:[Epoch 1 Batch 10220/12277] loss=0.6547, lr=0.0000176, metrics:accuracy:0.6979
INFO:root:[Epoch 1 Batch 10230/12277] loss=0.6951, lr=0.0000176, metrics:accuracy:0.6980
INFO:root:[Epoch 1 Batch 10240/12277] loss=0.5755, lr=0.0000176, metrics:accuracy:0.6980
INFO:root:[Epoch 1 Batch 10250/12277] loss=0.6655, lr=0.0000176, metrics:accuracy:0.6980
INFO:root:[Epoch 1 Batch 10260/12277] loss=0.6225, lr=0.0000176, metrics:accuracy:0.6981
INFO:root:[Epoch 1 Batch 10270/12277] loss=0.6516, lr=0.0000176, metrics:accuracy:0.6981
INFO:root:[Epoch 1 Batch 10280/12277] loss=0.6840, lr=0.0000176, metrics:accuracy:0.6981
INFO:root:[Epoch 1 Batch 10290/12277] loss=0.6039, lr=0.0000176, metrics:accuracy:0.6981
INFO:root:[Epoch 1 Batch 10300/12277] loss=0.5780, lr=0.0000176, metrics:accuracy:0.6981
INFO:root:[Epoch 1 Batch 10310/12277] loss=0.5902, lr=0.0000176, metrics:accuracy:0.6982
INFO:root:[Epoch 1 Batch 10320/12277] loss=0.5660, lr=0.0000176, metrics:accuracy:0.6983
INFO:root:[Epoch 1 Batch 10330/12277] loss=0.6513, lr=0.0000175, metrics:accuracy:0.6983
INFO:root:[Epoch 1 Batch 10340/12277] loss=0.5376, lr=0.0000175, metrics:accuracy:0.6984
INFO:root:[Epoch 1 Batch 10350/12277] loss=0.6611, lr=0.0000175, metrics:accuracy:0.6985
INFO:root:[Epoch 1 Batch 10360/12277] loss=0.5760, lr=0.0000175, metrics:accuracy:0.6985
INFO:root:[Epoch 1 Batch 10370/12277] loss=0.5261, lr=0.0000175, metrics:accuracy:0.6986
INFO:root:[Epoch 1 Batch 10380/12277] loss=0.7202, lr=0.0000175, metrics:accuracy:0.6986
INFO:root:[Epoch 1 Batch 10390/12277] loss=0.6008, lr=0.0000175, metrics:accuracy:0.6987
INFO:root:[Epoch 1 Batch 10400/12277] loss=0.5482, lr=0.0000175, metrics:accuracy:0.6988
INFO:root:[Epoch 1 Batch 10410/12277] loss=0.6024, lr=0.0000175, metrics:accuracy:0.6988
INFO:root:[Epoch 1 Batch 10420/12277] loss=0.6148, lr=0.0000175, metrics:accuracy:0.6989
INFO:root:[Epoch 1 Batch 10430/12277] loss=0.5946, lr=0.0000175, metrics:accuracy:0.6989
INFO:root:[Epoch 1 Batch 10440/12277] loss=0.6174, lr=0.0000175, metrics:accuracy:0.6990
INFO:root:[Epoch 1 Batch 10450/12277] loss=0.5838, lr=0.0000175, metrics:accuracy:0.6990
INFO:root:[Epoch 1 Batch 10460/12277] loss=0.6666, lr=0.0000175, metrics:accuracy:0.6991
INFO:root:[Epoch 1 Batch 10470/12277] loss=0.6780, lr=0.0000175, metrics:accuracy:0.6991
INFO:root:[Epoch 1 Batch 10480/12277] loss=0.6144, lr=0.0000175, metrics:accuracy:0.6991
INFO:root:[Epoch 1 Batch 10490/12277] loss=0.6707, lr=0.0000175, metrics:accuracy:0.6992
INFO:root:[Epoch 1 Batch 10500/12277] loss=0.6226, lr=0.0000175, metrics:accuracy:0.6992
INFO:root:[Epoch 1 Batch 10510/12277] loss=0.6480, lr=0.0000175, metrics:accuracy:0.6992
INFO:root:[Epoch 1 Batch 10520/12277] loss=0.6134, lr=0.0000175, metrics:accuracy:0.6993
INFO:root:[Epoch 1 Batch 10530/12277] loss=0.5730, lr=0.0000175, metrics:accuracy:0.6993
INFO:root:[Epoch 1 Batch 10540/12277] loss=0.6064, lr=0.0000175, metrics:accuracy:0.6994
INFO:root:[Epoch 1 Batch 10550/12277] loss=0.6670, lr=0.0000174, metrics:accuracy:0.6994
INFO:root:[Epoch 1 Batch 10560/12277] loss=0.6275, lr=0.0000174, metrics:accuracy:0.6995
INFO:root:[Epoch 1 Batch 10570/12277] loss=0.5675, lr=0.0000174, metrics:accuracy:0.6995
INFO:root:[Epoch 1 Batch 10580/12277] loss=0.6538, lr=0.0000174, metrics:accuracy:0.6996
INFO:root:[Epoch 1 Batch 10590/12277] loss=0.5856, lr=0.0000174, metrics:accuracy:0.6996
INFO:root:[Epoch 1 Batch 10600/12277] loss=0.6669, lr=0.0000174, metrics:accuracy:0.6996
INFO:root:[Epoch 1 Batch 10610/12277] loss=0.6347, lr=0.0000174, metrics:accuracy:0.6997
INFO:root:[Epoch 1 Batch 10620/12277] loss=0.5460, lr=0.0000174, metrics:accuracy:0.6998
INFO:root:[Epoch 1 Batch 10630/12277] loss=0.6087, lr=0.0000174, metrics:accuracy:0.6998
INFO:root:[Epoch 1 Batch 10640/12277] loss=0.6146, lr=0.0000174, metrics:accuracy:0.6999
INFO:root:[Epoch 1 Batch 10650/12277] loss=0.6433, lr=0.0000174, metrics:accuracy:0.6999
INFO:root:[Epoch 1 Batch 10660/12277] loss=0.5989, lr=0.0000174, metrics:accuracy:0.6999
INFO:root:[Epoch 1 Batch 10670/12277] loss=0.5646, lr=0.0000174, metrics:accuracy:0.7000
INFO:root:[Epoch 1 Batch 10680/12277] loss=0.6215, lr=0.0000174, metrics:accuracy:0.7000
INFO:root:[Epoch 1 Batch 10690/12277] loss=0.5859, lr=0.0000174, metrics:accuracy:0.7001
INFO:root:[Epoch 1 Batch 10700/12277] loss=0.6138, lr=0.0000174, metrics:accuracy:0.7001
INFO:root:[Epoch 1 Batch 10710/12277] loss=0.5708, lr=0.0000174, metrics:accuracy:0.7002
INFO:root:[Epoch 1 Batch 10720/12277] loss=0.5673, lr=0.0000174, metrics:accuracy:0.7003
INFO:root:[Epoch 1 Batch 10730/12277] loss=0.6518, lr=0.0000174, metrics:accuracy:0.7003
INFO:root:[Epoch 1 Batch 10740/12277] loss=0.6704, lr=0.0000174, metrics:accuracy:0.7003
INFO:root:[Epoch 1 Batch 10750/12277] loss=0.6014, lr=0.0000174, metrics:accuracy:0.7004
INFO:root:[Epoch 1 Batch 10760/12277] loss=0.6414, lr=0.0000174, metrics:accuracy:0.7004
INFO:root:[Epoch 1 Batch 10770/12277] loss=0.6279, lr=0.0000173, metrics:accuracy:0.7004
INFO:root:[Epoch 1 Batch 10780/12277] loss=0.4995, lr=0.0000173, metrics:accuracy:0.7005
INFO:root:[Epoch 1 Batch 10790/12277] loss=0.6681, lr=0.0000173, metrics:accuracy:0.7006
INFO:root:[Epoch 1 Batch 10800/12277] loss=0.5639, lr=0.0000173, metrics:accuracy:0.7006
INFO:root:[Epoch 1 Batch 10810/12277] loss=0.5550, lr=0.0000173, metrics:accuracy:0.7007
INFO:root:[Epoch 1 Batch 10820/12277] loss=0.6093, lr=0.0000173, metrics:accuracy:0.7007
INFO:root:[Epoch 1 Batch 10830/12277] loss=0.6300, lr=0.0000173, metrics:accuracy:0.7008
INFO:root:[Epoch 1 Batch 10840/12277] loss=0.6566, lr=0.0000173, metrics:accuracy:0.7008
INFO:root:[Epoch 1 Batch 10850/12277] loss=0.5857, lr=0.0000173, metrics:accuracy:0.7009
INFO:root:[Epoch 1 Batch 10860/12277] loss=0.6250, lr=0.0000173, metrics:accuracy:0.7009
INFO:root:[Epoch 1 Batch 10870/12277] loss=0.6265, lr=0.0000173, metrics:accuracy:0.7010
INFO:root:[Epoch 1 Batch 10880/12277] loss=0.5702, lr=0.0000173, metrics:accuracy:0.7010
INFO:root:[Epoch 1 Batch 10890/12277] loss=0.5781, lr=0.0000173, metrics:accuracy:0.7011
INFO:root:[Epoch 1 Batch 10900/12277] loss=0.5376, lr=0.0000173, metrics:accuracy:0.7012
INFO:root:[Epoch 1 Batch 10910/12277] loss=0.6734, lr=0.0000173, metrics:accuracy:0.7012
INFO:root:[Epoch 1 Batch 10920/12277] loss=0.6481, lr=0.0000173, metrics:accuracy:0.7012
INFO:root:[Epoch 1 Batch 10930/12277] loss=0.6671, lr=0.0000173, metrics:accuracy:0.7013
INFO:root:[Epoch 1 Batch 10940/12277] loss=0.6006, lr=0.0000173, metrics:accuracy:0.7013
INFO:root:[Epoch 1 Batch 10950/12277] loss=0.5923, lr=0.0000173, metrics:accuracy:0.7014
INFO:root:[Epoch 1 Batch 10960/12277] loss=0.5185, lr=0.0000173, metrics:accuracy:0.7014
INFO:root:[Epoch 1 Batch 10970/12277] loss=0.6437, lr=0.0000173, metrics:accuracy:0.7015
INFO:root:[Epoch 1 Batch 10980/12277] loss=0.5382, lr=0.0000173, metrics:accuracy:0.7016
INFO:root:[Epoch 1 Batch 10990/12277] loss=0.5612, lr=0.0000172, metrics:accuracy:0.7017
INFO:root:[Epoch 1 Batch 11000/12277] loss=0.5953, lr=0.0000172, metrics:accuracy:0.7017
INFO:root:[Epoch 1 Batch 11010/12277] loss=0.6613, lr=0.0000172, metrics:accuracy:0.7017
INFO:root:[Epoch 1 Batch 11020/12277] loss=0.6456, lr=0.0000172, metrics:accuracy:0.7018
INFO:root:[Epoch 1 Batch 11030/12277] loss=0.5753, lr=0.0000172, metrics:accuracy:0.7019
INFO:root:[Epoch 1 Batch 11040/12277] loss=0.6628, lr=0.0000172, metrics:accuracy:0.7019
INFO:root:[Epoch 1 Batch 11050/12277] loss=0.6498, lr=0.0000172, metrics:accuracy:0.7019
INFO:root:[Epoch 1 Batch 11060/12277] loss=0.6256, lr=0.0000172, metrics:accuracy:0.7019
INFO:root:[Epoch 1 Batch 11070/12277] loss=0.6012, lr=0.0000172, metrics:accuracy:0.7020
INFO:root:[Epoch 1 Batch 11080/12277] loss=0.5420, lr=0.0000172, metrics:accuracy:0.7021
INFO:root:[Epoch 1 Batch 11090/12277] loss=0.5898, lr=0.0000172, metrics:accuracy:0.7021
INFO:root:[Epoch 1 Batch 11100/12277] loss=0.5751, lr=0.0000172, metrics:accuracy:0.7022
INFO:root:[Epoch 1 Batch 11110/12277] loss=0.7006, lr=0.0000172, metrics:accuracy:0.7022
INFO:root:[Epoch 1 Batch 11120/12277] loss=0.6637, lr=0.0000172, metrics:accuracy:0.7022
INFO:root:[Epoch 1 Batch 11130/12277] loss=0.5882, lr=0.0000172, metrics:accuracy:0.7023
INFO:root:[Epoch 1 Batch 11140/12277] loss=0.6587, lr=0.0000172, metrics:accuracy:0.7023
INFO:root:[Epoch 1 Batch 11150/12277] loss=0.5895, lr=0.0000172, metrics:accuracy:0.7024
INFO:root:[Epoch 1 Batch 11160/12277] loss=0.6725, lr=0.0000172, metrics:accuracy:0.7024
INFO:root:[Epoch 1 Batch 11170/12277] loss=0.5894, lr=0.0000172, metrics:accuracy:0.7024
INFO:root:[Epoch 1 Batch 11180/12277] loss=0.6585, lr=0.0000172, metrics:accuracy:0.7025
INFO:root:[Epoch 1 Batch 11190/12277] loss=0.5711, lr=0.0000172, metrics:accuracy:0.7025
INFO:root:[Epoch 1 Batch 11200/12277] loss=0.5731, lr=0.0000172, metrics:accuracy:0.7026
INFO:root:[Epoch 1 Batch 11210/12277] loss=0.6339, lr=0.0000171, metrics:accuracy:0.7026
INFO:root:[Epoch 1 Batch 11220/12277] loss=0.6307, lr=0.0000171, metrics:accuracy:0.7026
INFO:root:[Epoch 1 Batch 11230/12277] loss=0.6268, lr=0.0000171, metrics:accuracy:0.7027
INFO:root:[Epoch 1 Batch 11240/12277] loss=0.5784, lr=0.0000171, metrics:accuracy:0.7027
INFO:root:[Epoch 1 Batch 11250/12277] loss=0.6586, lr=0.0000171, metrics:accuracy:0.7027
INFO:root:[Epoch 1 Batch 11260/12277] loss=0.6287, lr=0.0000171, metrics:accuracy:0.7028
INFO:root:[Epoch 1 Batch 11270/12277] loss=0.5659, lr=0.0000171, metrics:accuracy:0.7028
INFO:root:[Epoch 1 Batch 11280/12277] loss=0.6400, lr=0.0000171, metrics:accuracy:0.7029
INFO:root:[Epoch 1 Batch 11290/12277] loss=0.6575, lr=0.0000171, metrics:accuracy:0.7029
INFO:root:[Epoch 1 Batch 11300/12277] loss=0.6613, lr=0.0000171, metrics:accuracy:0.7029
INFO:root:[Epoch 1 Batch 11310/12277] loss=0.5506, lr=0.0000171, metrics:accuracy:0.7030
INFO:root:[Epoch 1 Batch 11320/12277] loss=0.5805, lr=0.0000171, metrics:accuracy:0.7030
INFO:root:[Epoch 1 Batch 11330/12277] loss=0.5623, lr=0.0000171, metrics:accuracy:0.7031
INFO:root:[Epoch 1 Batch 11340/12277] loss=0.6020, lr=0.0000171, metrics:accuracy:0.7031
INFO:root:[Epoch 1 Batch 11350/12277] loss=0.5548, lr=0.0000171, metrics:accuracy:0.7032
INFO:root:[Epoch 1 Batch 11360/12277] loss=0.6415, lr=0.0000171, metrics:accuracy:0.7032
INFO:root:[Epoch 1 Batch 11370/12277] loss=0.5419, lr=0.0000171, metrics:accuracy:0.7033
INFO:root:[Epoch 1 Batch 11380/12277] loss=0.6243, lr=0.0000171, metrics:accuracy:0.7034
INFO:root:[Epoch 1 Batch 11390/12277] loss=0.6306, lr=0.0000171, metrics:accuracy:0.7034
INFO:root:[Epoch 1 Batch 11400/12277] loss=0.6264, lr=0.0000171, metrics:accuracy:0.7034
INFO:root:[Epoch 1 Batch 11410/12277] loss=0.5534, lr=0.0000171, metrics:accuracy:0.7035
INFO:root:[Epoch 1 Batch 11420/12277] loss=0.5953, lr=0.0000171, metrics:accuracy:0.7035
INFO:root:[Epoch 1 Batch 11430/12277] loss=0.5643, lr=0.0000170, metrics:accuracy:0.7036
INFO:root:[Epoch 1 Batch 11440/12277] loss=0.5803, lr=0.0000170, metrics:accuracy:0.7037
INFO:root:[Epoch 1 Batch 11450/12277] loss=0.6287, lr=0.0000170, metrics:accuracy:0.7037
INFO:root:[Epoch 1 Batch 11460/12277] loss=0.6721, lr=0.0000170, metrics:accuracy:0.7037
INFO:root:[Epoch 1 Batch 11470/12277] loss=0.6170, lr=0.0000170, metrics:accuracy:0.7037
INFO:root:[Epoch 1 Batch 11480/12277] loss=0.6067, lr=0.0000170, metrics:accuracy:0.7038
INFO:root:[Epoch 1 Batch 11490/12277] loss=0.5808, lr=0.0000170, metrics:accuracy:0.7038
INFO:root:[Epoch 1 Batch 11500/12277] loss=0.6027, lr=0.0000170, metrics:accuracy:0.7039
INFO:root:[Epoch 1 Batch 11510/12277] loss=0.5587, lr=0.0000170, metrics:accuracy:0.7039
INFO:root:[Epoch 1 Batch 11520/12277] loss=0.6236, lr=0.0000170, metrics:accuracy:0.7040
INFO:root:[Epoch 1 Batch 11530/12277] loss=0.6483, lr=0.0000170, metrics:accuracy:0.7040
INFO:root:[Epoch 1 Batch 11540/12277] loss=0.6139, lr=0.0000170, metrics:accuracy:0.7040
INFO:root:[Epoch 1 Batch 11550/12277] loss=0.6940, lr=0.0000170, metrics:accuracy:0.7040
INFO:root:[Epoch 1 Batch 11560/12277] loss=0.5913, lr=0.0000170, metrics:accuracy:0.7041
INFO:root:[Epoch 1 Batch 11570/12277] loss=0.6133, lr=0.0000170, metrics:accuracy:0.7041
INFO:root:[Epoch 1 Batch 11580/12277] loss=0.6427, lr=0.0000170, metrics:accuracy:0.7042
INFO:root:[Epoch 1 Batch 11590/12277] loss=0.5672, lr=0.0000170, metrics:accuracy:0.7042
INFO:root:[Epoch 1 Batch 11600/12277] loss=0.6263, lr=0.0000170, metrics:accuracy:0.7043
INFO:root:[Epoch 1 Batch 11610/12277] loss=0.5390, lr=0.0000170, metrics:accuracy:0.7043
INFO:root:[Epoch 1 Batch 11620/12277] loss=0.5375, lr=0.0000170, metrics:accuracy:0.7044
INFO:root:[Epoch 1 Batch 11630/12277] loss=0.6466, lr=0.0000170, metrics:accuracy:0.7044
INFO:root:[Epoch 1 Batch 11640/12277] loss=0.5935, lr=0.0000170, metrics:accuracy:0.7045
INFO:root:[Epoch 1 Batch 11650/12277] loss=0.5634, lr=0.0000169, metrics:accuracy:0.7045
INFO:root:[Epoch 1 Batch 11660/12277] loss=0.5966, lr=0.0000169, metrics:accuracy:0.7045
INFO:root:[Epoch 1 Batch 11670/12277] loss=0.5663, lr=0.0000169, metrics:accuracy:0.7046
INFO:root:[Epoch 1 Batch 11680/12277] loss=0.6606, lr=0.0000169, metrics:accuracy:0.7046
INFO:root:[Epoch 1 Batch 11690/12277] loss=0.6941, lr=0.0000169, metrics:accuracy:0.7046
INFO:root:[Epoch 1 Batch 11700/12277] loss=0.5999, lr=0.0000169, metrics:accuracy:0.7047
INFO:root:[Epoch 1 Batch 11710/12277] loss=0.6417, lr=0.0000169, metrics:accuracy:0.7047
INFO:root:[Epoch 1 Batch 11720/12277] loss=0.5616, lr=0.0000169, metrics:accuracy:0.7048
INFO:root:[Epoch 1 Batch 11730/12277] loss=0.5558, lr=0.0000169, metrics:accuracy:0.7048
INFO:root:[Epoch 1 Batch 11740/12277] loss=0.5502, lr=0.0000169, metrics:accuracy:0.7049
INFO:root:[Epoch 1 Batch 11750/12277] loss=0.6945, lr=0.0000169, metrics:accuracy:0.7049
INFO:root:[Epoch 1 Batch 11760/12277] loss=0.5789, lr=0.0000169, metrics:accuracy:0.7050
INFO:root:[Epoch 1 Batch 11770/12277] loss=0.6477, lr=0.0000169, metrics:accuracy:0.7050
INFO:root:[Epoch 1 Batch 11780/12277] loss=0.5601, lr=0.0000169, metrics:accuracy:0.7051
INFO:root:[Epoch 1 Batch 11790/12277] loss=0.5899, lr=0.0000169, metrics:accuracy:0.7051
INFO:root:[Epoch 1 Batch 11800/12277] loss=0.5741, lr=0.0000169, metrics:accuracy:0.7052
INFO:root:[Epoch 1 Batch 11810/12277] loss=0.5844, lr=0.0000169, metrics:accuracy:0.7053
INFO:root:[Epoch 1 Batch 11820/12277] loss=0.6158, lr=0.0000169, metrics:accuracy:0.7053
INFO:root:[Epoch 1 Batch 11830/12277] loss=0.6826, lr=0.0000169, metrics:accuracy:0.7053
INFO:root:[Epoch 1 Batch 11840/12277] loss=0.6014, lr=0.0000169, metrics:accuracy:0.7054
INFO:root:[Epoch 1 Batch 11850/12277] loss=0.6148, lr=0.0000169, metrics:accuracy:0.7054
INFO:root:[Epoch 1 Batch 11860/12277] loss=0.6216, lr=0.0000169, metrics:accuracy:0.7054
INFO:root:[Epoch 1 Batch 11870/12277] loss=0.5241, lr=0.0000168, metrics:accuracy:0.7055
INFO:root:[Epoch 1 Batch 11880/12277] loss=0.6434, lr=0.0000168, metrics:accuracy:0.7056
INFO:root:[Epoch 1 Batch 11890/12277] loss=0.5777, lr=0.0000168, metrics:accuracy:0.7056
INFO:root:[Epoch 1 Batch 11900/12277] loss=0.5218, lr=0.0000168, metrics:accuracy:0.7057
INFO:root:[Epoch 1 Batch 11910/12277] loss=0.6524, lr=0.0000168, metrics:accuracy:0.7057
INFO:root:[Epoch 1 Batch 11920/12277] loss=0.6189, lr=0.0000168, metrics:accuracy:0.7057
INFO:root:[Epoch 1 Batch 11930/12277] loss=0.5492, lr=0.0000168, metrics:accuracy:0.7058
INFO:root:[Epoch 1 Batch 11940/12277] loss=0.5601, lr=0.0000168, metrics:accuracy:0.7058
INFO:root:[Epoch 1 Batch 11950/12277] loss=0.5525, lr=0.0000168, metrics:accuracy:0.7059
INFO:root:[Epoch 1 Batch 11960/12277] loss=0.6296, lr=0.0000168, metrics:accuracy:0.7059
INFO:root:[Epoch 1 Batch 11970/12277] loss=0.6045, lr=0.0000168, metrics:accuracy:0.7059
INFO:root:[Epoch 1 Batch 11980/12277] loss=0.5892, lr=0.0000168, metrics:accuracy:0.7060
INFO:root:[Epoch 1 Batch 11990/12277] loss=0.6315, lr=0.0000168, metrics:accuracy:0.7060
INFO:root:[Epoch 1 Batch 12000/12277] loss=0.6299, lr=0.0000168, metrics:accuracy:0.7060
INFO:root:[Epoch 1 Batch 12010/12277] loss=0.6398, lr=0.0000168, metrics:accuracy:0.7061
INFO:root:[Epoch 1 Batch 12020/12277] loss=0.5788, lr=0.0000168, metrics:accuracy:0.7061
INFO:root:[Epoch 1 Batch 12030/12277] loss=0.5788, lr=0.0000168, metrics:accuracy:0.7062
INFO:root:[Epoch 1 Batch 12040/12277] loss=0.5977, lr=0.0000168, metrics:accuracy:0.7062
INFO:root:[Epoch 1 Batch 12050/12277] loss=0.6482, lr=0.0000168, metrics:accuracy:0.7062
INFO:root:[Epoch 1 Batch 12060/12277] loss=0.7051, lr=0.0000168, metrics:accuracy:0.7062
INFO:root:[Epoch 1 Batch 12070/12277] loss=0.5681, lr=0.0000168, metrics:accuracy:0.7062
INFO:root:[Epoch 1 Batch 12080/12277] loss=0.5889, lr=0.0000168, metrics:accuracy:0.7063
INFO:root:[Epoch 1 Batch 12090/12277] loss=0.6467, lr=0.0000167, metrics:accuracy:0.7063
INFO:root:[Epoch 1 Batch 12100/12277] loss=0.5914, lr=0.0000167, metrics:accuracy:0.7063
INFO:root:[Epoch 1 Batch 12110/12277] loss=0.6161, lr=0.0000167, metrics:accuracy:0.7064
INFO:root:[Epoch 1 Batch 12120/12277] loss=0.5425, lr=0.0000167, metrics:accuracy:0.7064
INFO:root:[Epoch 1 Batch 12130/12277] loss=0.5749, lr=0.0000167, metrics:accuracy:0.7065
INFO:root:[Epoch 1 Batch 12140/12277] loss=0.5317, lr=0.0000167, metrics:accuracy:0.7065
INFO:root:[Epoch 1 Batch 12150/12277] loss=0.5818, lr=0.0000167, metrics:accuracy:0.7066
INFO:root:[Epoch 1 Batch 12160/12277] loss=0.5885, lr=0.0000167, metrics:accuracy:0.7066
INFO:root:[Epoch 1 Batch 12170/12277] loss=0.6510, lr=0.0000167, metrics:accuracy:0.7067
INFO:root:[Epoch 1 Batch 12180/12277] loss=0.6077, lr=0.0000167, metrics:accuracy:0.7067
INFO:root:[Epoch 1 Batch 12190/12277] loss=0.6145, lr=0.0000167, metrics:accuracy:0.7067
INFO:root:[Epoch 1 Batch 12200/12277] loss=0.4807, lr=0.0000167, metrics:accuracy:0.7068
INFO:root:[Epoch 1 Batch 12210/12277] loss=0.5921, lr=0.0000167, metrics:accuracy:0.7069
INFO:root:[Epoch 1 Batch 12220/12277] loss=0.5548, lr=0.0000167, metrics:accuracy:0.7069
INFO:root:[Epoch 1 Batch 12230/12277] loss=0.5504, lr=0.0000167, metrics:accuracy:0.7070
INFO:root:[Epoch 1 Batch 12240/12277] loss=0.6376, lr=0.0000167, metrics:accuracy:0.7070
INFO:root:[Epoch 1 Batch 12250/12277] loss=0.5584, lr=0.0000167, metrics:accuracy:0.7071
INFO:root:[Epoch 1 Batch 12260/12277] loss=0.5620, lr=0.0000167, metrics:accuracy:0.7071
INFO:root:[Epoch 1 Batch 12270/12277] loss=0.6123, lr=0.0000167, metrics:accuracy:0.7072
INFO:root:Now we are doing evaluation on dev with gpu(5).
INFO:root:[Batch 10/312] loss=0.4689, metrics:accuracy:0.8750
INFO:root:[Batch 20/312] loss=0.5823, metrics:accuracy:0.8125
INFO:root:[Batch 30/312] loss=0.6115, metrics:accuracy:0.7958
INFO:root:[Batch 40/312] loss=0.5762, metrics:accuracy:0.7812
INFO:root:[Batch 50/312] loss=0.5424, metrics:accuracy:0.7775
INFO:root:[Batch 60/312] loss=0.4246, metrics:accuracy:0.7979
INFO:root:[Batch 70/312] loss=0.4663, metrics:accuracy:0.8071
INFO:root:[Batch 80/312] loss=0.6520, metrics:accuracy:0.8016
INFO:root:[Batch 90/312] loss=0.7565, metrics:accuracy:0.7972
INFO:root:[Batch 100/312] loss=0.7095, metrics:accuracy:0.7900
INFO:root:[Batch 110/312] loss=0.4949, metrics:accuracy:0.7920
INFO:root:[Batch 120/312] loss=0.6989, metrics:accuracy:0.7844
INFO:root:[Batch 130/312] loss=0.5982, metrics:accuracy:0.7808
INFO:root:[Batch 140/312] loss=0.6051, metrics:accuracy:0.7812
INFO:root:[Batch 150/312] loss=0.7985, metrics:accuracy:0.7717
INFO:root:[Batch 160/312] loss=0.4869, metrics:accuracy:0.7734
INFO:root:[Batch 170/312] loss=0.4253, metrics:accuracy:0.7765
INFO:root:[Batch 180/312] loss=0.4752, metrics:accuracy:0.7764
INFO:root:[Batch 190/312] loss=0.6001, metrics:accuracy:0.7770
INFO:root:[Batch 200/312] loss=0.6903, metrics:accuracy:0.7756
INFO:root:[Batch 210/312] loss=0.6489, metrics:accuracy:0.7750
INFO:root:[Batch 220/312] loss=0.4734, metrics:accuracy:0.7761
INFO:root:[Batch 230/312] loss=0.5329, metrics:accuracy:0.7745
INFO:root:[Batch 240/312] loss=0.4403, metrics:accuracy:0.7771
INFO:root:[Batch 250/312] loss=0.4893, metrics:accuracy:0.7775
INFO:root:[Batch 260/312] loss=0.6409, metrics:accuracy:0.7774
INFO:root:[Batch 270/312] loss=0.5404, metrics:accuracy:0.7792
INFO:root:[Batch 280/312] loss=0.5417, metrics:accuracy:0.7781
INFO:root:[Batch 290/312] loss=0.7614, metrics:accuracy:0.7737
INFO:root:[Batch 300/312] loss=0.6106, metrics:accuracy:0.7733
INFO:root:[Batch 310/312] loss=0.6452, metrics:accuracy:0.7702
INFO:root:validation metrics:accuracy:0.7707
INFO:root:Time cost=13.08s, throughput=190.76 samples/s
INFO:root:params saved in: output_dir/google_bert_xnli_ep4_seed6/model_bert_XNLI_0.params
INFO:root:Time cost=3371.81s
INFO:root:[Epoch 2 Batch 10/12277] loss=0.5694, lr=0.0000167, metrics:accuracy:0.7719
INFO:root:[Epoch 2 Batch 20/12277] loss=0.5570, lr=0.0000167, metrics:accuracy:0.7734
INFO:root:[Epoch 2 Batch 30/12277] loss=0.4628, lr=0.0000167, metrics:accuracy:0.7948
INFO:root:[Epoch 2 Batch 40/12277] loss=0.5594, lr=0.0000166, metrics:accuracy:0.7922
INFO:root:[Epoch 2 Batch 50/12277] loss=0.5619, lr=0.0000166, metrics:accuracy:0.7906
INFO:root:[Epoch 2 Batch 60/12277] loss=0.5091, lr=0.0000166, metrics:accuracy:0.7953
INFO:root:[Epoch 2 Batch 70/12277] loss=0.4976, lr=0.0000166, metrics:accuracy:0.7951
INFO:root:[Epoch 2 Batch 80/12277] loss=0.5220, lr=0.0000166, metrics:accuracy:0.7934
INFO:root:[Epoch 2 Batch 90/12277] loss=0.4747, lr=0.0000166, metrics:accuracy:0.7948
INFO:root:[Epoch 2 Batch 100/12277] loss=0.5013, lr=0.0000166, metrics:accuracy:0.7947
INFO:root:[Epoch 2 Batch 110/12277] loss=0.5550, lr=0.0000166, metrics:accuracy:0.7929
INFO:root:[Epoch 2 Batch 120/12277] loss=0.5441, lr=0.0000166, metrics:accuracy:0.7927
INFO:root:[Epoch 2 Batch 130/12277] loss=0.4766, lr=0.0000166, metrics:accuracy:0.7945
INFO:root:[Epoch 2 Batch 140/12277] loss=0.5181, lr=0.0000166, metrics:accuracy:0.7940
INFO:root:[Epoch 2 Batch 150/12277] loss=0.5353, lr=0.0000166, metrics:accuracy:0.7935
INFO:root:[Epoch 2 Batch 160/12277] loss=0.4761, lr=0.0000166, metrics:accuracy:0.7937
INFO:root:[Epoch 2 Batch 170/12277] loss=0.5282, lr=0.0000166, metrics:accuracy:0.7925
INFO:root:[Epoch 2 Batch 180/12277] loss=0.5251, lr=0.0000166, metrics:accuracy:0.7924
INFO:root:[Epoch 2 Batch 190/12277] loss=0.5611, lr=0.0000166, metrics:accuracy:0.7923
INFO:root:[Epoch 2 Batch 200/12277] loss=0.4771, lr=0.0000166, metrics:accuracy:0.7928
INFO:root:[Epoch 2 Batch 210/12277] loss=0.5390, lr=0.0000166, metrics:accuracy:0.7918
INFO:root:[Epoch 2 Batch 220/12277] loss=0.5132, lr=0.0000166, metrics:accuracy:0.7908
INFO:root:[Epoch 2 Batch 230/12277] loss=0.5501, lr=0.0000166, metrics:accuracy:0.7908
INFO:root:[Epoch 2 Batch 240/12277] loss=0.5417, lr=0.0000166, metrics:accuracy:0.7906
INFO:root:[Epoch 2 Batch 250/12277] loss=0.5536, lr=0.0000166, metrics:accuracy:0.7904
INFO:root:[Epoch 2 Batch 260/12277] loss=0.5182, lr=0.0000165, metrics:accuracy:0.7903
INFO:root:[Epoch 2 Batch 270/12277] loss=0.5986, lr=0.0000165, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 280/12277] loss=0.4715, lr=0.0000165, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 290/12277] loss=0.5490, lr=0.0000165, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 300/12277] loss=0.4541, lr=0.0000165, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 310/12277] loss=0.5516, lr=0.0000165, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 320/12277] loss=0.5520, lr=0.0000165, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 330/12277] loss=0.5857, lr=0.0000165, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 340/12277] loss=0.5619, lr=0.0000165, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 350/12277] loss=0.5654, lr=0.0000165, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 360/12277] loss=0.4487, lr=0.0000165, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 370/12277] loss=0.5189, lr=0.0000165, metrics:accuracy:0.7873
INFO:root:[Epoch 2 Batch 380/12277] loss=0.5748, lr=0.0000165, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 390/12277] loss=0.6277, lr=0.0000165, metrics:accuracy:0.7859
INFO:root:[Epoch 2 Batch 400/12277] loss=0.5308, lr=0.0000165, metrics:accuracy:0.7859
INFO:root:[Epoch 2 Batch 410/12277] loss=0.5538, lr=0.0000165, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 420/12277] loss=0.5382, lr=0.0000165, metrics:accuracy:0.7858
INFO:root:[Epoch 2 Batch 430/12277] loss=0.4758, lr=0.0000165, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 440/12277] loss=0.4806, lr=0.0000165, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 450/12277] loss=0.5559, lr=0.0000165, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 460/12277] loss=0.5208, lr=0.0000165, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 470/12277] loss=0.5454, lr=0.0000165, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 480/12277] loss=0.5063, lr=0.0000164, metrics:accuracy:0.7872
INFO:root:[Epoch 2 Batch 490/12277] loss=0.5292, lr=0.0000164, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 500/12277] loss=0.4542, lr=0.0000164, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 510/12277] loss=0.5254, lr=0.0000164, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 520/12277] loss=0.5506, lr=0.0000164, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 530/12277] loss=0.6809, lr=0.0000164, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 540/12277] loss=0.5398, lr=0.0000164, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 550/12277] loss=0.5327, lr=0.0000164, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 560/12277] loss=0.5239, lr=0.0000164, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 570/12277] loss=0.5377, lr=0.0000164, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 580/12277] loss=0.5017, lr=0.0000164, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 590/12277] loss=0.5718, lr=0.0000164, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 600/12277] loss=0.5652, lr=0.0000164, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 610/12277] loss=0.5459, lr=0.0000164, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 620/12277] loss=0.5653, lr=0.0000164, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 630/12277] loss=0.5616, lr=0.0000164, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 640/12277] loss=0.5814, lr=0.0000164, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 650/12277] loss=0.5489, lr=0.0000164, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 660/12277] loss=0.6626, lr=0.0000164, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 670/12277] loss=0.5733, lr=0.0000164, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 680/12277] loss=0.5041, lr=0.0000164, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 690/12277] loss=0.5221, lr=0.0000164, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 700/12277] loss=0.5463, lr=0.0000163, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 710/12277] loss=0.4970, lr=0.0000163, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 720/12277] loss=0.5741, lr=0.0000163, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 730/12277] loss=0.4626, lr=0.0000163, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 740/12277] loss=0.5338, lr=0.0000163, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 750/12277] loss=0.5457, lr=0.0000163, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 760/12277] loss=0.5573, lr=0.0000163, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 770/12277] loss=0.5287, lr=0.0000163, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 780/12277] loss=0.5070, lr=0.0000163, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 790/12277] loss=0.5435, lr=0.0000163, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 800/12277] loss=0.5533, lr=0.0000163, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 810/12277] loss=0.6209, lr=0.0000163, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 820/12277] loss=0.4972, lr=0.0000163, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 830/12277] loss=0.5663, lr=0.0000163, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 840/12277] loss=0.4949, lr=0.0000163, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 850/12277] loss=0.4863, lr=0.0000163, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 860/12277] loss=0.5113, lr=0.0000163, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 870/12277] loss=0.5812, lr=0.0000163, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 880/12277] loss=0.4895, lr=0.0000163, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 890/12277] loss=0.5630, lr=0.0000163, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 900/12277] loss=0.5134, lr=0.0000163, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 910/12277] loss=0.5796, lr=0.0000163, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 920/12277] loss=0.5459, lr=0.0000162, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 930/12277] loss=0.5287, lr=0.0000162, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 940/12277] loss=0.6089, lr=0.0000162, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 950/12277] loss=0.6012, lr=0.0000162, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 960/12277] loss=0.5574, lr=0.0000162, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 970/12277] loss=0.5006, lr=0.0000162, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 980/12277] loss=0.5676, lr=0.0000162, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 990/12277] loss=0.5287, lr=0.0000162, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 1000/12277] loss=0.4920, lr=0.0000162, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 1010/12277] loss=0.5804, lr=0.0000162, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 1020/12277] loss=0.5264, lr=0.0000162, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 1030/12277] loss=0.4404, lr=0.0000162, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 1040/12277] loss=0.5607, lr=0.0000162, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 1050/12277] loss=0.6004, lr=0.0000162, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 1060/12277] loss=0.5063, lr=0.0000162, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 1070/12277] loss=0.5244, lr=0.0000162, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 1080/12277] loss=0.5457, lr=0.0000162, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 1090/12277] loss=0.5859, lr=0.0000162, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 1100/12277] loss=0.6060, lr=0.0000162, metrics:accuracy:0.7872
INFO:root:[Epoch 2 Batch 1110/12277] loss=0.4787, lr=0.0000162, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 1120/12277] loss=0.5321, lr=0.0000162, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 1130/12277] loss=0.4965, lr=0.0000162, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 1140/12277] loss=0.5486, lr=0.0000161, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 1150/12277] loss=0.4970, lr=0.0000161, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 1160/12277] loss=0.6012, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1170/12277] loss=0.5311, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1180/12277] loss=0.5626, lr=0.0000161, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 1190/12277] loss=0.6009, lr=0.0000161, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1200/12277] loss=0.5191, lr=0.0000161, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1210/12277] loss=0.5354, lr=0.0000161, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1220/12277] loss=0.5133, lr=0.0000161, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1230/12277] loss=0.5868, lr=0.0000161, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1240/12277] loss=0.5021, lr=0.0000161, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 1250/12277] loss=0.5050, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1260/12277] loss=0.5095, lr=0.0000161, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 1270/12277] loss=0.5586, lr=0.0000161, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 1280/12277] loss=0.5551, lr=0.0000161, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 1290/12277] loss=0.5574, lr=0.0000161, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 1300/12277] loss=0.4506, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1310/12277] loss=0.4939, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1320/12277] loss=0.5381, lr=0.0000161, metrics:accuracy:0.7872
INFO:root:[Epoch 2 Batch 1330/12277] loss=0.5677, lr=0.0000161, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1340/12277] loss=0.4965, lr=0.0000161, metrics:accuracy:0.7873
INFO:root:[Epoch 2 Batch 1350/12277] loss=0.5067, lr=0.0000161, metrics:accuracy:0.7873
INFO:root:[Epoch 2 Batch 1360/12277] loss=0.5312, lr=0.0000160, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 1370/12277] loss=0.5706, lr=0.0000160, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 1380/12277] loss=0.6313, lr=0.0000160, metrics:accuracy:0.7872
INFO:root:[Epoch 2 Batch 1390/12277] loss=0.5717, lr=0.0000160, metrics:accuracy:0.7871
INFO:root:[Epoch 2 Batch 1400/12277] loss=0.6135, lr=0.0000160, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1410/12277] loss=0.5283, lr=0.0000160, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1420/12277] loss=0.5428, lr=0.0000160, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1430/12277] loss=0.5154, lr=0.0000160, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1440/12277] loss=0.6077, lr=0.0000160, metrics:accuracy:0.7864
INFO:root:[Epoch 2 Batch 1450/12277] loss=0.5328, lr=0.0000160, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1460/12277] loss=0.5728, lr=0.0000160, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 1470/12277] loss=0.5303, lr=0.0000160, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 1480/12277] loss=0.4835, lr=0.0000160, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1490/12277] loss=0.4908, lr=0.0000160, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1500/12277] loss=0.5762, lr=0.0000160, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1510/12277] loss=0.5486, lr=0.0000160, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1520/12277] loss=0.4997, lr=0.0000160, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1530/12277] loss=0.5441, lr=0.0000160, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1540/12277] loss=0.5577, lr=0.0000160, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1550/12277] loss=0.6110, lr=0.0000160, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1560/12277] loss=0.4935, lr=0.0000160, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1570/12277] loss=0.5316, lr=0.0000160, metrics:accuracy:0.7864
INFO:root:[Epoch 2 Batch 1580/12277] loss=0.5424, lr=0.0000159, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1590/12277] loss=0.5462, lr=0.0000159, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1600/12277] loss=0.5117, lr=0.0000159, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1610/12277] loss=0.5624, lr=0.0000159, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1620/12277] loss=0.5302, lr=0.0000159, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1630/12277] loss=0.5125, lr=0.0000159, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1640/12277] loss=0.5944, lr=0.0000159, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1650/12277] loss=0.5137, lr=0.0000159, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1660/12277] loss=0.5716, lr=0.0000159, metrics:accuracy:0.7865
INFO:root:[Epoch 2 Batch 1670/12277] loss=0.6334, lr=0.0000159, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1680/12277] loss=0.5611, lr=0.0000159, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1690/12277] loss=0.5441, lr=0.0000159, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1700/12277] loss=0.5041, lr=0.0000159, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1710/12277] loss=0.5608, lr=0.0000159, metrics:accuracy:0.7859
INFO:root:[Epoch 2 Batch 1720/12277] loss=0.5125, lr=0.0000159, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1730/12277] loss=0.6404, lr=0.0000159, metrics:accuracy:0.7858
INFO:root:[Epoch 2 Batch 1740/12277] loss=0.5076, lr=0.0000159, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1750/12277] loss=0.5330, lr=0.0000159, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1760/12277] loss=0.4966, lr=0.0000159, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1770/12277] loss=0.4769, lr=0.0000159, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1780/12277] loss=0.4967, lr=0.0000159, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1790/12277] loss=0.5498, lr=0.0000159, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 1800/12277] loss=0.5747, lr=0.0000158, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1810/12277] loss=0.5464, lr=0.0000158, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1820/12277] loss=0.4887, lr=0.0000158, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1830/12277] loss=0.5510, lr=0.0000158, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1840/12277] loss=0.5635, lr=0.0000158, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1850/12277] loss=0.6317, lr=0.0000158, metrics:accuracy:0.7857
INFO:root:[Epoch 2 Batch 1860/12277] loss=0.5656, lr=0.0000158, metrics:accuracy:0.7858
INFO:root:[Epoch 2 Batch 1870/12277] loss=0.5627, lr=0.0000158, metrics:accuracy:0.7859
INFO:root:[Epoch 2 Batch 1880/12277] loss=0.5076, lr=0.0000158, metrics:accuracy:0.7859
INFO:root:[Epoch 2 Batch 1890/12277] loss=0.4911, lr=0.0000158, metrics:accuracy:0.7860
INFO:root:[Epoch 2 Batch 1900/12277] loss=0.6246, lr=0.0000158, metrics:accuracy:0.7858
INFO:root:[Epoch 2 Batch 1910/12277] loss=0.3991, lr=0.0000158, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1920/12277] loss=0.5805, lr=0.0000158, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1930/12277] loss=0.5420, lr=0.0000158, metrics:accuracy:0.7861
INFO:root:[Epoch 2 Batch 1940/12277] loss=0.4771, lr=0.0000158, metrics:accuracy:0.7863
INFO:root:[Epoch 2 Batch 1950/12277] loss=0.5300, lr=0.0000158, metrics:accuracy:0.7862
INFO:root:[Epoch 2 Batch 1960/12277] loss=0.4422, lr=0.0000158, metrics:accuracy:0.7866
INFO:root:[Epoch 2 Batch 1970/12277] loss=0.4960, lr=0.0000158, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 1980/12277] loss=0.5828, lr=0.0000158, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 1990/12277] loss=0.5399, lr=0.0000158, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 2000/12277] loss=0.4633, lr=0.0000158, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 2010/12277] loss=0.6020, lr=0.0000158, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 2020/12277] loss=0.5639, lr=0.0000158, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 2030/12277] loss=0.5529, lr=0.0000157, metrics:accuracy:0.7867
INFO:root:[Epoch 2 Batch 2040/12277] loss=0.4878, lr=0.0000157, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 2050/12277] loss=0.5719, lr=0.0000157, metrics:accuracy:0.7868
INFO:root:[Epoch 2 Batch 2060/12277] loss=0.5091, lr=0.0000157, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 2070/12277] loss=0.5305, lr=0.0000157, metrics:accuracy:0.7869
INFO:root:[Epoch 2 Batch 2080/12277] loss=0.4947, lr=0.0000157, metrics:accuracy:0.7870
INFO:root:[Epoch 2 Batch 2090/12277] loss=0.4659, lr=0.0000157, metrics:accuracy:0.7873
INFO:root:[Epoch 2 Batch 2100/12277] loss=0.4645, lr=0.0000157, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 2110/12277] loss=0.5297, lr=0.0000157, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 2120/12277] loss=0.5336, lr=0.0000157, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 2130/12277] loss=0.4453, lr=0.0000157, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 2140/12277] loss=0.5603, lr=0.0000157, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 2150/12277] loss=0.5201, lr=0.0000157, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 2160/12277] loss=0.5033, lr=0.0000157, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 2170/12277] loss=0.5035, lr=0.0000157, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 2180/12277] loss=0.6048, lr=0.0000157, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 2190/12277] loss=0.4685, lr=0.0000157, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 2200/12277] loss=0.4429, lr=0.0000157, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2210/12277] loss=0.5368, lr=0.0000157, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 2220/12277] loss=0.5265, lr=0.0000157, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2230/12277] loss=0.4910, lr=0.0000157, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2240/12277] loss=0.5954, lr=0.0000157, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2250/12277] loss=0.5448, lr=0.0000156, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2260/12277] loss=0.4244, lr=0.0000156, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2270/12277] loss=0.4350, lr=0.0000156, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 2280/12277] loss=0.5618, lr=0.0000156, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2290/12277] loss=0.5965, lr=0.0000156, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2300/12277] loss=0.5107, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2310/12277] loss=0.4460, lr=0.0000156, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2320/12277] loss=0.6074, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2330/12277] loss=0.5189, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2340/12277] loss=0.6415, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2350/12277] loss=0.5694, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2360/12277] loss=0.6183, lr=0.0000156, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2370/12277] loss=0.5484, lr=0.0000156, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2380/12277] loss=0.4889, lr=0.0000156, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2390/12277] loss=0.4697, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2400/12277] loss=0.5297, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2410/12277] loss=0.5333, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2420/12277] loss=0.5332, lr=0.0000156, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2430/12277] loss=0.5256, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2440/12277] loss=0.5640, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2450/12277] loss=0.5636, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2460/12277] loss=0.5448, lr=0.0000156, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2470/12277] loss=0.5186, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2480/12277] loss=0.5629, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2490/12277] loss=0.4419, lr=0.0000155, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2500/12277] loss=0.5309, lr=0.0000155, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2510/12277] loss=0.4774, lr=0.0000155, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 2520/12277] loss=0.5806, lr=0.0000155, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 2530/12277] loss=0.5389, lr=0.0000155, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 2540/12277] loss=0.5560, lr=0.0000155, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2550/12277] loss=0.5554, lr=0.0000155, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2560/12277] loss=0.5655, lr=0.0000155, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2570/12277] loss=0.4582, lr=0.0000155, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2580/12277] loss=0.5088, lr=0.0000155, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 2590/12277] loss=0.5883, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2600/12277] loss=0.5066, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2610/12277] loss=0.5406, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2620/12277] loss=0.5759, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2630/12277] loss=0.4599, lr=0.0000155, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2640/12277] loss=0.5329, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2650/12277] loss=0.5460, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2660/12277] loss=0.5416, lr=0.0000155, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2670/12277] loss=0.5554, lr=0.0000155, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2680/12277] loss=0.5717, lr=0.0000155, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2690/12277] loss=0.5950, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2700/12277] loss=0.4696, lr=0.0000154, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2710/12277] loss=0.5367, lr=0.0000154, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2720/12277] loss=0.4256, lr=0.0000154, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2730/12277] loss=0.6691, lr=0.0000154, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2740/12277] loss=0.6061, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2750/12277] loss=0.6260, lr=0.0000154, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2760/12277] loss=0.5716, lr=0.0000154, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2770/12277] loss=0.4849, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2780/12277] loss=0.4816, lr=0.0000154, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2790/12277] loss=0.4898, lr=0.0000154, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2800/12277] loss=0.5615, lr=0.0000154, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2810/12277] loss=0.5915, lr=0.0000154, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2820/12277] loss=0.5526, lr=0.0000154, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2830/12277] loss=0.4964, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2840/12277] loss=0.5153, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2850/12277] loss=0.5504, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2860/12277] loss=0.5424, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2870/12277] loss=0.5504, lr=0.0000154, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2880/12277] loss=0.5793, lr=0.0000154, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 2890/12277] loss=0.5376, lr=0.0000154, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 2900/12277] loss=0.5266, lr=0.0000154, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2910/12277] loss=0.5742, lr=0.0000153, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 2920/12277] loss=0.5079, lr=0.0000153, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 2930/12277] loss=0.5465, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2940/12277] loss=0.4901, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 2950/12277] loss=0.4278, lr=0.0000153, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2960/12277] loss=0.5120, lr=0.0000153, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 2970/12277] loss=0.5211, lr=0.0000153, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 2980/12277] loss=0.6185, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 2990/12277] loss=0.5815, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3000/12277] loss=0.4827, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3010/12277] loss=0.4904, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3020/12277] loss=0.5251, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3030/12277] loss=0.5528, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3040/12277] loss=0.4787, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3050/12277] loss=0.5707, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3060/12277] loss=0.4899, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3070/12277] loss=0.6138, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3080/12277] loss=0.5427, lr=0.0000153, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3090/12277] loss=0.4675, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3100/12277] loss=0.4865, lr=0.0000153, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3110/12277] loss=0.6175, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3120/12277] loss=0.5591, lr=0.0000153, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3130/12277] loss=0.5182, lr=0.0000152, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3140/12277] loss=0.5659, lr=0.0000152, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3150/12277] loss=0.5090, lr=0.0000152, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3160/12277] loss=0.5862, lr=0.0000152, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3170/12277] loss=0.6721, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3180/12277] loss=0.5244, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3190/12277] loss=0.5553, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3200/12277] loss=0.5717, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3210/12277] loss=0.5308, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3220/12277] loss=0.4956, lr=0.0000152, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3230/12277] loss=0.4883, lr=0.0000152, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3240/12277] loss=0.5103, lr=0.0000152, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3250/12277] loss=0.5671, lr=0.0000152, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3260/12277] loss=0.5165, lr=0.0000152, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3270/12277] loss=0.5487, lr=0.0000152, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3280/12277] loss=0.6058, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3290/12277] loss=0.5369, lr=0.0000152, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3300/12277] loss=0.6173, lr=0.0000152, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3310/12277] loss=0.5771, lr=0.0000152, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 3320/12277] loss=0.4932, lr=0.0000152, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3330/12277] loss=0.5314, lr=0.0000152, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3340/12277] loss=0.5081, lr=0.0000152, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3350/12277] loss=0.4818, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3360/12277] loss=0.4970, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3370/12277] loss=0.4685, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3380/12277] loss=0.6080, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3390/12277] loss=0.4848, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3400/12277] loss=0.4675, lr=0.0000151, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3410/12277] loss=0.5447, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3420/12277] loss=0.5536, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3430/12277] loss=0.4134, lr=0.0000151, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3440/12277] loss=0.5715, lr=0.0000151, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3450/12277] loss=0.4944, lr=0.0000151, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3460/12277] loss=0.4904, lr=0.0000151, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3470/12277] loss=0.4967, lr=0.0000151, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3480/12277] loss=0.5244, lr=0.0000151, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3490/12277] loss=0.5588, lr=0.0000151, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3500/12277] loss=0.5626, lr=0.0000151, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3510/12277] loss=0.5631, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3520/12277] loss=0.5596, lr=0.0000151, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3530/12277] loss=0.5455, lr=0.0000151, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3540/12277] loss=0.5308, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3550/12277] loss=0.5379, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3560/12277] loss=0.5488, lr=0.0000151, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3570/12277] loss=0.5986, lr=0.0000150, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3580/12277] loss=0.4761, lr=0.0000150, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3590/12277] loss=0.5271, lr=0.0000150, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3600/12277] loss=0.4806, lr=0.0000150, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3610/12277] loss=0.4838, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3620/12277] loss=0.4953, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3630/12277] loss=0.5548, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3640/12277] loss=0.5490, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3650/12277] loss=0.5515, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3660/12277] loss=0.5473, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3670/12277] loss=0.5474, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3680/12277] loss=0.5421, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3690/12277] loss=0.5050, lr=0.0000150, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3700/12277] loss=0.5641, lr=0.0000150, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3710/12277] loss=0.6382, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3720/12277] loss=0.5090, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3730/12277] loss=0.5312, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3740/12277] loss=0.5535, lr=0.0000150, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 3750/12277] loss=0.5100, lr=0.0000150, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3760/12277] loss=0.5127, lr=0.0000150, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 3770/12277] loss=0.6337, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3780/12277] loss=0.5733, lr=0.0000150, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 3790/12277] loss=0.5718, lr=0.0000149, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 3800/12277] loss=0.5500, lr=0.0000149, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 3810/12277] loss=0.5742, lr=0.0000149, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3820/12277] loss=0.5067, lr=0.0000149, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 3830/12277] loss=0.4759, lr=0.0000149, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 3840/12277] loss=0.5520, lr=0.0000149, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 3850/12277] loss=0.5228, lr=0.0000149, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 3860/12277] loss=0.6208, lr=0.0000149, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 3870/12277] loss=0.5016, lr=0.0000149, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 3880/12277] loss=0.5152, lr=0.0000149, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 3890/12277] loss=0.4972, lr=0.0000149, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 3900/12277] loss=0.5501, lr=0.0000149, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 3910/12277] loss=0.5772, lr=0.0000149, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 3920/12277] loss=0.5535, lr=0.0000149, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 3930/12277] loss=0.5113, lr=0.0000149, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 3940/12277] loss=0.5803, lr=0.0000149, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 3950/12277] loss=0.6040, lr=0.0000149, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 3960/12277] loss=0.5491, lr=0.0000149, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 3970/12277] loss=0.5043, lr=0.0000149, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 3980/12277] loss=0.5363, lr=0.0000149, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 3990/12277] loss=0.6197, lr=0.0000149, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 4000/12277] loss=0.5364, lr=0.0000149, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 4010/12277] loss=0.4770, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4020/12277] loss=0.4993, lr=0.0000148, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4030/12277] loss=0.4212, lr=0.0000148, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 4040/12277] loss=0.6426, lr=0.0000148, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4050/12277] loss=0.5945, lr=0.0000148, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4060/12277] loss=0.5573, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4070/12277] loss=0.6059, lr=0.0000148, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 4080/12277] loss=0.5292, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4090/12277] loss=0.5219, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4100/12277] loss=0.6071, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4110/12277] loss=0.5832, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4120/12277] loss=0.4578, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4130/12277] loss=0.5186, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4140/12277] loss=0.4974, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4150/12277] loss=0.5025, lr=0.0000148, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4160/12277] loss=0.5915, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4170/12277] loss=0.5027, lr=0.0000148, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4180/12277] loss=0.5732, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4190/12277] loss=0.5965, lr=0.0000148, metrics:accuracy:0.7874
INFO:root:[Epoch 2 Batch 4200/12277] loss=0.4922, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4210/12277] loss=0.5298, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4220/12277] loss=0.4869, lr=0.0000148, metrics:accuracy:0.7875
INFO:root:[Epoch 2 Batch 4230/12277] loss=0.5325, lr=0.0000147, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4240/12277] loss=0.5324, lr=0.0000147, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4250/12277] loss=0.5907, lr=0.0000147, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4260/12277] loss=0.5352, lr=0.0000147, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4270/12277] loss=0.5530, lr=0.0000147, metrics:accuracy:0.7876
INFO:root:[Epoch 2 Batch 4280/12277] loss=0.4475, lr=0.0000147, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 4290/12277] loss=0.4868, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4300/12277] loss=0.5357, lr=0.0000147, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 4310/12277] loss=0.5279, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4320/12277] loss=0.4298, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4330/12277] loss=0.6003, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4340/12277] loss=0.5347, lr=0.0000147, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 4350/12277] loss=0.5105, lr=0.0000147, metrics:accuracy:0.7877
INFO:root:[Epoch 2 Batch 4360/12277] loss=0.4878, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4370/12277] loss=0.5139, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4380/12277] loss=0.4987, lr=0.0000147, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4390/12277] loss=0.5314, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4400/12277] loss=0.4877, lr=0.0000147, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4410/12277] loss=0.6048, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4420/12277] loss=0.5163, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4430/12277] loss=0.5581, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4440/12277] loss=0.5367, lr=0.0000147, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4450/12277] loss=0.4954, lr=0.0000146, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4460/12277] loss=0.5192, lr=0.0000146, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4470/12277] loss=0.5245, lr=0.0000146, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4480/12277] loss=0.4699, lr=0.0000146, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4490/12277] loss=0.5476, lr=0.0000146, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4500/12277] loss=0.4411, lr=0.0000146, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4510/12277] loss=0.4886, lr=0.0000146, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4520/12277] loss=0.5389, lr=0.0000146, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4530/12277] loss=0.4538, lr=0.0000146, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4540/12277] loss=0.5232, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4550/12277] loss=0.5304, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4560/12277] loss=0.5360, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4570/12277] loss=0.5972, lr=0.0000146, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4580/12277] loss=0.4776, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4590/12277] loss=0.5828, lr=0.0000146, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4600/12277] loss=0.4854, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4610/12277] loss=0.4821, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4620/12277] loss=0.5346, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4630/12277] loss=0.5348, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4640/12277] loss=0.5130, lr=0.0000146, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4650/12277] loss=0.5456, lr=0.0000146, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4660/12277] loss=0.5642, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4670/12277] loss=0.5345, lr=0.0000146, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4680/12277] loss=0.5195, lr=0.0000145, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4690/12277] loss=0.5153, lr=0.0000145, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4700/12277] loss=0.4639, lr=0.0000145, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4710/12277] loss=0.4635, lr=0.0000145, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4720/12277] loss=0.5842, lr=0.0000145, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4730/12277] loss=0.5816, lr=0.0000145, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4740/12277] loss=0.5341, lr=0.0000145, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 4750/12277] loss=0.5978, lr=0.0000145, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4760/12277] loss=0.6050, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4770/12277] loss=0.5023, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4780/12277] loss=0.6185, lr=0.0000145, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4790/12277] loss=0.5472, lr=0.0000145, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4800/12277] loss=0.4653, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4810/12277] loss=0.5403, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4820/12277] loss=0.5386, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4830/12277] loss=0.5569, lr=0.0000145, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4840/12277] loss=0.5204, lr=0.0000145, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4850/12277] loss=0.5666, lr=0.0000145, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4860/12277] loss=0.5245, lr=0.0000145, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4870/12277] loss=0.4417, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4880/12277] loss=0.5061, lr=0.0000145, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4890/12277] loss=0.5399, lr=0.0000145, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 4900/12277] loss=0.5024, lr=0.0000144, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4910/12277] loss=0.5749, lr=0.0000144, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4920/12277] loss=0.6084, lr=0.0000144, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 4930/12277] loss=0.5954, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4940/12277] loss=0.5503, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4950/12277] loss=0.5175, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 4960/12277] loss=0.6054, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 4970/12277] loss=0.5496, lr=0.0000144, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4980/12277] loss=0.5334, lr=0.0000144, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 4990/12277] loss=0.4303, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5000/12277] loss=0.6171, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5010/12277] loss=0.5740, lr=0.0000144, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5020/12277] loss=0.5136, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5030/12277] loss=0.5390, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5040/12277] loss=0.5287, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5050/12277] loss=0.4454, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5060/12277] loss=0.5422, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5070/12277] loss=0.5364, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5080/12277] loss=0.5670, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5090/12277] loss=0.4733, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5100/12277] loss=0.5584, lr=0.0000144, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5110/12277] loss=0.5798, lr=0.0000144, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5120/12277] loss=0.5489, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5130/12277] loss=0.5754, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5140/12277] loss=0.4687, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5150/12277] loss=0.6199, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5160/12277] loss=0.5313, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5170/12277] loss=0.4858, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5180/12277] loss=0.4335, lr=0.0000143, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5190/12277] loss=0.5124, lr=0.0000143, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5200/12277] loss=0.6069, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5210/12277] loss=0.6102, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5220/12277] loss=0.5012, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5230/12277] loss=0.4685, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5240/12277] loss=0.5891, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5250/12277] loss=0.4972, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5260/12277] loss=0.5758, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5270/12277] loss=0.5014, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5280/12277] loss=0.5941, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5290/12277] loss=0.5511, lr=0.0000143, metrics:accuracy:0.7878
INFO:root:[Epoch 2 Batch 5300/12277] loss=0.5531, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5310/12277] loss=0.4941, lr=0.0000143, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5320/12277] loss=0.5951, lr=0.0000143, metrics:accuracy:0.7879
INFO:root:[Epoch 2 Batch 5330/12277] loss=0.5260, lr=0.0000143, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5340/12277] loss=0.5211, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5350/12277] loss=0.4853, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5360/12277] loss=0.5527, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5370/12277] loss=0.4995, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5380/12277] loss=0.5025, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5390/12277] loss=0.5024, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5400/12277] loss=0.6206, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5410/12277] loss=0.5091, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5420/12277] loss=0.5102, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5430/12277] loss=0.5810, lr=0.0000142, metrics:accuracy:0.7880
INFO:root:[Epoch 2 Batch 5440/12277] loss=0.4500, lr=0.0000142, metrics:accuracy:0.7881
INFO:root:[Epoch 2 Batch 5450/12277] loss=0.4272, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5460/12277] loss=0.5436, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5470/12277] loss=0.4784, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5480/12277] loss=0.4707, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5490/12277] loss=0.5553, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5500/12277] loss=0.5081, lr=0.0000142, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5510/12277] loss=0.5401, lr=0.0000142, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 5520/12277] loss=0.5006, lr=0.0000142, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5530/12277] loss=0.4947, lr=0.0000142, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5540/12277] loss=0.5444, lr=0.0000142, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5550/12277] loss=0.4827, lr=0.0000142, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5560/12277] loss=0.5183, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5570/12277] loss=0.5771, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5580/12277] loss=0.5291, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5590/12277] loss=0.5124, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5600/12277] loss=0.6056, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5610/12277] loss=0.4471, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5620/12277] loss=0.4189, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5630/12277] loss=0.5557, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5640/12277] loss=0.5476, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5650/12277] loss=0.5577, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5660/12277] loss=0.5384, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5670/12277] loss=0.5418, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5680/12277] loss=0.5024, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5690/12277] loss=0.5110, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5700/12277] loss=0.4857, lr=0.0000141, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5710/12277] loss=0.5782, lr=0.0000141, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5720/12277] loss=0.5792, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5730/12277] loss=0.5023, lr=0.0000141, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5740/12277] loss=0.6441, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5750/12277] loss=0.5757, lr=0.0000141, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 5760/12277] loss=0.5712, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5770/12277] loss=0.4979, lr=0.0000141, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5780/12277] loss=0.4355, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5790/12277] loss=0.4969, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5800/12277] loss=0.5422, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5810/12277] loss=0.5588, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5820/12277] loss=0.4662, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5830/12277] loss=0.6003, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5840/12277] loss=0.4797, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5850/12277] loss=0.5309, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5860/12277] loss=0.5171, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5870/12277] loss=0.5574, lr=0.0000140, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 5880/12277] loss=0.6270, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5890/12277] loss=0.5533, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5900/12277] loss=0.5387, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5910/12277] loss=0.4738, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5920/12277] loss=0.5171, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5930/12277] loss=0.4900, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5940/12277] loss=0.5598, lr=0.0000140, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 5950/12277] loss=0.6649, lr=0.0000140, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5960/12277] loss=0.5104, lr=0.0000140, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5970/12277] loss=0.5508, lr=0.0000140, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5980/12277] loss=0.5237, lr=0.0000140, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 5990/12277] loss=0.5274, lr=0.0000140, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6000/12277] loss=0.6204, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6010/12277] loss=0.6048, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6020/12277] loss=0.5450, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6030/12277] loss=0.5470, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6040/12277] loss=0.4706, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6050/12277] loss=0.4851, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6060/12277] loss=0.4932, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6070/12277] loss=0.4684, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6080/12277] loss=0.5747, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6090/12277] loss=0.5929, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6100/12277] loss=0.5483, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6110/12277] loss=0.5489, lr=0.0000139, metrics:accuracy:0.7882
INFO:root:[Epoch 2 Batch 6120/12277] loss=0.5466, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6130/12277] loss=0.5267, lr=0.0000139, metrics:accuracy:0.7883
INFO:root:[Epoch 2 Batch 6140/12277] loss=0.4692, lr=0.0000139, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 6150/12277] loss=0.5081, lr=0.0000139, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 6160/12277] loss=0.5493, lr=0.0000139, metrics:accuracy:0.7884
INFO:root:[Epoch 2 Batch 6170/12277] loss=0.4826, lr=0.0000139, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6180/12277] loss=0.4992, lr=0.0000139, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6190/12277] loss=0.4580, lr=0.0000139, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6200/12277] loss=0.5142, lr=0.0000139, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6210/12277] loss=0.4998, lr=0.0000139, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6220/12277] loss=0.5258, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6230/12277] loss=0.5666, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6240/12277] loss=0.4491, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6250/12277] loss=0.5662, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6260/12277] loss=0.5057, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6270/12277] loss=0.5681, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6280/12277] loss=0.5156, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6290/12277] loss=0.5034, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6300/12277] loss=0.4935, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6310/12277] loss=0.5353, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6320/12277] loss=0.5233, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6330/12277] loss=0.4916, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6340/12277] loss=0.6201, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6350/12277] loss=0.5631, lr=0.0000138, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6360/12277] loss=0.5556, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6370/12277] loss=0.5825, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6380/12277] loss=0.5436, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6390/12277] loss=0.5175, lr=0.0000138, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6400/12277] loss=0.5683, lr=0.0000138, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6410/12277] loss=0.5394, lr=0.0000138, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6420/12277] loss=0.5198, lr=0.0000138, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6430/12277] loss=0.4938, lr=0.0000138, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6440/12277] loss=0.5088, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6450/12277] loss=0.5124, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6460/12277] loss=0.4852, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6470/12277] loss=0.5233, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6480/12277] loss=0.4877, lr=0.0000137, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6490/12277] loss=0.5536, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6500/12277] loss=0.5927, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6510/12277] loss=0.5430, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6520/12277] loss=0.5865, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6530/12277] loss=0.5569, lr=0.0000137, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6540/12277] loss=0.5557, lr=0.0000137, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6550/12277] loss=0.6311, lr=0.0000137, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6560/12277] loss=0.5720, lr=0.0000137, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6570/12277] loss=0.6447, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6580/12277] loss=0.5688, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6590/12277] loss=0.4872, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6600/12277] loss=0.5573, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6610/12277] loss=0.4943, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6620/12277] loss=0.5503, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6630/12277] loss=0.5286, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6640/12277] loss=0.5939, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6650/12277] loss=0.4903, lr=0.0000137, metrics:accuracy:0.7885
INFO:root:[Epoch 2 Batch 6660/12277] loss=0.4383, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6670/12277] loss=0.5669, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6680/12277] loss=0.5052, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6690/12277] loss=0.4686, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6700/12277] loss=0.5857, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6710/12277] loss=0.4773, lr=0.0000136, metrics:accuracy:0.7886
INFO:root:[Epoch 2 Batch 6720/12277] loss=0.5035, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6730/12277] loss=0.5169, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6740/12277] loss=0.4955, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6750/12277] loss=0.5201, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6760/12277] loss=0.5168, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6770/12277] loss=0.5256, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6780/12277] loss=0.5305, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6790/12277] loss=0.4734, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6800/12277] loss=0.6038, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6810/12277] loss=0.5462, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6820/12277] loss=0.5091, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6830/12277] loss=0.5144, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6840/12277] loss=0.5509, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6850/12277] loss=0.5361, lr=0.0000136, metrics:accuracy:0.7887
INFO:root:[Epoch 2 Batch 6860/12277] loss=0.4200, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6870/12277] loss=0.5125, lr=0.0000136, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6880/12277] loss=0.5537, lr=0.0000135, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6890/12277] loss=0.5157, lr=0.0000135, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6900/12277] loss=0.4750, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6910/12277] loss=0.4943, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6920/12277] loss=0.5364, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6930/12277] loss=0.5839, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6940/12277] loss=0.4988, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6950/12277] loss=0.5418, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6960/12277] loss=0.5249, lr=0.0000135, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 6970/12277] loss=0.5933, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 6980/12277] loss=0.5665, lr=0.0000135, metrics:accuracy:0.7888
INFO:root:[Epoch 2 Batch 6990/12277] loss=0.4742, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7000/12277] loss=0.5706, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7010/12277] loss=0.6153, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7020/12277] loss=0.4652, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7030/12277] loss=0.5673, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7040/12277] loss=0.5327, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7050/12277] loss=0.5528, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7060/12277] loss=0.5087, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7070/12277] loss=0.5526, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7080/12277] loss=0.5731, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7090/12277] loss=0.5279, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7100/12277] loss=0.5018, lr=0.0000135, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7110/12277] loss=0.5169, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7120/12277] loss=0.5219, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7130/12277] loss=0.4823, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7140/12277] loss=0.4884, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7150/12277] loss=0.4769, lr=0.0000134, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7160/12277] loss=0.5635, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7170/12277] loss=0.5909, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7180/12277] loss=0.5215, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7190/12277] loss=0.6056, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7200/12277] loss=0.5642, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7210/12277] loss=0.5007, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7220/12277] loss=0.5911, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7230/12277] loss=0.5436, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7240/12277] loss=0.4635, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7250/12277] loss=0.5677, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7260/12277] loss=0.5221, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7270/12277] loss=0.5768, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7280/12277] loss=0.5059, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7290/12277] loss=0.5397, lr=0.0000134, metrics:accuracy:0.7889
INFO:root:[Epoch 2 Batch 7300/12277] loss=0.4931, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7310/12277] loss=0.4986, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7320/12277] loss=0.4370, lr=0.0000134, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7330/12277] loss=0.5945, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7340/12277] loss=0.5899, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7350/12277] loss=0.5240, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7360/12277] loss=0.5155, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7370/12277] loss=0.5497, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7380/12277] loss=0.5047, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7390/12277] loss=0.4144, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7400/12277] loss=0.5606, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7410/12277] loss=0.5350, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7420/12277] loss=0.6227, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7430/12277] loss=0.5873, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7440/12277] loss=0.5427, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7450/12277] loss=0.6120, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7460/12277] loss=0.6008, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7470/12277] loss=0.5215, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7480/12277] loss=0.5004, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7490/12277] loss=0.5241, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7500/12277] loss=0.4591, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7510/12277] loss=0.4854, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7520/12277] loss=0.4748, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7530/12277] loss=0.5820, lr=0.0000133, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7540/12277] loss=0.5114, lr=0.0000133, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7550/12277] loss=0.5441, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7560/12277] loss=0.5496, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7570/12277] loss=0.4864, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7580/12277] loss=0.5846, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7590/12277] loss=0.6079, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7600/12277] loss=0.5414, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7610/12277] loss=0.4892, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7620/12277] loss=0.4580, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7630/12277] loss=0.5648, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7640/12277] loss=0.5276, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7650/12277] loss=0.4765, lr=0.0000132, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 7660/12277] loss=0.5001, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7670/12277] loss=0.4650, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7680/12277] loss=0.5891, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7690/12277] loss=0.5707, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7700/12277] loss=0.5357, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7710/12277] loss=0.5408, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7720/12277] loss=0.5256, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7730/12277] loss=0.5041, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7740/12277] loss=0.5766, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7750/12277] loss=0.5221, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7760/12277] loss=0.5368, lr=0.0000132, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7770/12277] loss=0.5760, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7780/12277] loss=0.5150, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7790/12277] loss=0.5576, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7800/12277] loss=0.4931, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7810/12277] loss=0.5616, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7820/12277] loss=0.5969, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7830/12277] loss=0.5599, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7840/12277] loss=0.5777, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7850/12277] loss=0.4770, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7860/12277] loss=0.5846, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7870/12277] loss=0.4257, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7880/12277] loss=0.5270, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7890/12277] loss=0.5884, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7900/12277] loss=0.5461, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7910/12277] loss=0.5116, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7920/12277] loss=0.4734, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7930/12277] loss=0.4813, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7940/12277] loss=0.6164, lr=0.0000131, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 7950/12277] loss=0.6159, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7960/12277] loss=0.5042, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7970/12277] loss=0.5288, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7980/12277] loss=0.5841, lr=0.0000131, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 7990/12277] loss=0.5854, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8000/12277] loss=0.5078, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8010/12277] loss=0.5773, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8020/12277] loss=0.5031, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8030/12277] loss=0.4654, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8040/12277] loss=0.5015, lr=0.0000130, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8050/12277] loss=0.4980, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8060/12277] loss=0.5106, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8070/12277] loss=0.5450, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8080/12277] loss=0.5443, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8090/12277] loss=0.5001, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8100/12277] loss=0.5290, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8110/12277] loss=0.5421, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8120/12277] loss=0.6011, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8130/12277] loss=0.5878, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8140/12277] loss=0.5115, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8150/12277] loss=0.5045, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8160/12277] loss=0.5144, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8170/12277] loss=0.5101, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8180/12277] loss=0.5101, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8190/12277] loss=0.5531, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8200/12277] loss=0.5805, lr=0.0000130, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8210/12277] loss=0.4706, lr=0.0000129, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8220/12277] loss=0.5606, lr=0.0000129, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8230/12277] loss=0.5754, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8240/12277] loss=0.5157, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8250/12277] loss=0.5236, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8260/12277] loss=0.6020, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8270/12277] loss=0.6259, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8280/12277] loss=0.5156, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8290/12277] loss=0.4943, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8300/12277] loss=0.5378, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8310/12277] loss=0.5376, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8320/12277] loss=0.5214, lr=0.0000129, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8330/12277] loss=0.5783, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8340/12277] loss=0.5383, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8350/12277] loss=0.4827, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8360/12277] loss=0.5251, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8370/12277] loss=0.5252, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8380/12277] loss=0.5626, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8390/12277] loss=0.6070, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8400/12277] loss=0.4627, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8410/12277] loss=0.5321, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8420/12277] loss=0.5782, lr=0.0000129, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8430/12277] loss=0.5381, lr=0.0000128, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8440/12277] loss=0.4937, lr=0.0000128, metrics:accuracy:0.7890
INFO:root:[Epoch 2 Batch 8450/12277] loss=0.4228, lr=0.0000128, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8460/12277] loss=0.5373, lr=0.0000128, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8470/12277] loss=0.4755, lr=0.0000128, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8480/12277] loss=0.4852, lr=0.0000128, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8490/12277] loss=0.5077, lr=0.0000128, metrics:accuracy:0.7891
INFO:root:[Epoch 2 Batch 8500/12277] loss=0.4613, lr=0.0000128, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8510/12277] loss=0.4778, lr=0.0000128, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8520/12277] loss=0.5062, lr=0.0000128, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8530/12277] loss=0.5913, lr=0.0000128, metrics:accuracy:0.7892
INFO:root:[Epoch 2 Batch 8540/12277] loss=0.5075, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8550/12277] loss=0.4761, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8560/12277] loss=0.5318, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8570/12277] loss=0.5061, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8580/12277] loss=0.5530, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8590/12277] loss=0.4948, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8600/12277] loss=0.5037, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8610/12277] loss=0.4827, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8620/12277] loss=0.5476, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8630/12277] loss=0.5747, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8640/12277] loss=0.4728, lr=0.0000128, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8650/12277] loss=0.5117, lr=0.0000127, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8660/12277] loss=0.4921, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8670/12277] loss=0.5015, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8680/12277] loss=0.5948, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8690/12277] loss=0.4537, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8700/12277] loss=0.5068, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8710/12277] loss=0.5239, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8720/12277] loss=0.5383, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8730/12277] loss=0.5038, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8740/12277] loss=0.5133, lr=0.0000127, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 8750/12277] loss=0.4814, lr=0.0000127, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 8760/12277] loss=0.5449, lr=0.0000127, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 8770/12277] loss=0.5274, lr=0.0000127, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 8780/12277] loss=0.5606, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8790/12277] loss=0.5100, lr=0.0000127, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 8800/12277] loss=0.6223, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8810/12277] loss=0.5145, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8820/12277] loss=0.6010, lr=0.0000127, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8830/12277] loss=0.6119, lr=0.0000127, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8840/12277] loss=0.5543, lr=0.0000127, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8850/12277] loss=0.5381, lr=0.0000127, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8860/12277] loss=0.4901, lr=0.0000127, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8870/12277] loss=0.4958, lr=0.0000126, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8880/12277] loss=0.4831, lr=0.0000126, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8890/12277] loss=0.5211, lr=0.0000126, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8900/12277] loss=0.4926, lr=0.0000126, metrics:accuracy:0.7893
INFO:root:[Epoch 2 Batch 8910/12277] loss=0.5255, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8920/12277] loss=0.5340, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8930/12277] loss=0.5086, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8940/12277] loss=0.4899, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8950/12277] loss=0.5213, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8960/12277] loss=0.5457, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8970/12277] loss=0.5290, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8980/12277] loss=0.5692, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 8990/12277] loss=0.5379, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9000/12277] loss=0.5322, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9010/12277] loss=0.5753, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9020/12277] loss=0.5459, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9030/12277] loss=0.4585, lr=0.0000126, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9040/12277] loss=0.4995, lr=0.0000126, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9050/12277] loss=0.5832, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9060/12277] loss=0.5842, lr=0.0000126, metrics:accuracy:0.7894
INFO:root:[Epoch 2 Batch 9070/12277] loss=0.4977, lr=0.0000126, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9080/12277] loss=0.4667, lr=0.0000126, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9090/12277] loss=0.4801, lr=0.0000125, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9100/12277] loss=0.5256, lr=0.0000125, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9110/12277] loss=0.5445, lr=0.0000125, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9120/12277] loss=0.4528, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9130/12277] loss=0.5344, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9140/12277] loss=0.5067, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9150/12277] loss=0.6638, lr=0.0000125, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9160/12277] loss=0.5368, lr=0.0000125, metrics:accuracy:0.7895
INFO:root:[Epoch 2 Batch 9170/12277] loss=0.4237, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9180/12277] loss=0.5036, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9190/12277] loss=0.4759, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9200/12277] loss=0.5049, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9210/12277] loss=0.4506, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9220/12277] loss=0.5208, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9230/12277] loss=0.5311, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9240/12277] loss=0.5475, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9250/12277] loss=0.4911, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9260/12277] loss=0.4673, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9270/12277] loss=0.5333, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9280/12277] loss=0.5090, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9290/12277] loss=0.5362, lr=0.0000125, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9300/12277] loss=0.6230, lr=0.0000125, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9310/12277] loss=0.5285, lr=0.0000124, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9320/12277] loss=0.5430, lr=0.0000124, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9330/12277] loss=0.4687, lr=0.0000124, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 9340/12277] loss=0.4548, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9350/12277] loss=0.5079, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9360/12277] loss=0.5007, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9370/12277] loss=0.4910, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9380/12277] loss=0.5323, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9390/12277] loss=0.4774, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9400/12277] loss=0.5315, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9410/12277] loss=0.5728, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9420/12277] loss=0.4680, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9430/12277] loss=0.4706, lr=0.0000124, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9440/12277] loss=0.4975, lr=0.0000124, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9450/12277] loss=0.5359, lr=0.0000124, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9460/12277] loss=0.6183, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9470/12277] loss=0.4654, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9480/12277] loss=0.5182, lr=0.0000124, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9490/12277] loss=0.5431, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9500/12277] loss=0.4559, lr=0.0000124, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9510/12277] loss=0.6028, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9520/12277] loss=0.5295, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9530/12277] loss=0.5983, lr=0.0000124, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9540/12277] loss=0.5076, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9550/12277] loss=0.4863, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9560/12277] loss=0.5284, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9570/12277] loss=0.5009, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9580/12277] loss=0.5013, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9590/12277] loss=0.5484, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9600/12277] loss=0.5567, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9610/12277] loss=0.5538, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9620/12277] loss=0.5500, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9630/12277] loss=0.5026, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9640/12277] loss=0.5201, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9650/12277] loss=0.5526, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9660/12277] loss=0.4859, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9670/12277] loss=0.5191, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9680/12277] loss=0.5218, lr=0.0000123, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 9690/12277] loss=0.4984, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9700/12277] loss=0.5097, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9710/12277] loss=0.4711, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9720/12277] loss=0.5254, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9730/12277] loss=0.4798, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9740/12277] loss=0.5883, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9750/12277] loss=0.4847, lr=0.0000123, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9760/12277] loss=0.4744, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9770/12277] loss=0.4645, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9780/12277] loss=0.4906, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9790/12277] loss=0.5367, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9800/12277] loss=0.5316, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9810/12277] loss=0.5303, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9820/12277] loss=0.4775, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9830/12277] loss=0.5412, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9840/12277] loss=0.5351, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9850/12277] loss=0.4794, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9860/12277] loss=0.5045, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9870/12277] loss=0.5191, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9880/12277] loss=0.6002, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9890/12277] loss=0.5636, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9900/12277] loss=0.5753, lr=0.0000122, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 9910/12277] loss=0.5457, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9920/12277] loss=0.5840, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9930/12277] loss=0.5352, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9940/12277] loss=0.5057, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9950/12277] loss=0.5153, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9960/12277] loss=0.4845, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9970/12277] loss=0.6102, lr=0.0000122, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9980/12277] loss=0.5523, lr=0.0000121, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 9990/12277] loss=0.5398, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10000/12277] loss=0.5274, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10010/12277] loss=0.5349, lr=0.0000121, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10020/12277] loss=0.5447, lr=0.0000121, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10030/12277] loss=0.5822, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10040/12277] loss=0.5377, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10050/12277] loss=0.4912, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10060/12277] loss=0.5474, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10070/12277] loss=0.5355, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10080/12277] loss=0.5555, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10090/12277] loss=0.5165, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10100/12277] loss=0.4532, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10110/12277] loss=0.5142, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10120/12277] loss=0.5319, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10130/12277] loss=0.5487, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10140/12277] loss=0.5097, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10150/12277] loss=0.5492, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10160/12277] loss=0.5659, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10170/12277] loss=0.5041, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10180/12277] loss=0.5439, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10190/12277] loss=0.5257, lr=0.0000121, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10200/12277] loss=0.5840, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10210/12277] loss=0.5699, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10220/12277] loss=0.5048, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10230/12277] loss=0.5503, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10240/12277] loss=0.5053, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10250/12277] loss=0.5800, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10260/12277] loss=0.5229, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10270/12277] loss=0.5124, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10280/12277] loss=0.5371, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10290/12277] loss=0.5555, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10300/12277] loss=0.5445, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10310/12277] loss=0.4676, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10320/12277] loss=0.4988, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10330/12277] loss=0.4883, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10340/12277] loss=0.5475, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10350/12277] loss=0.5319, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10360/12277] loss=0.5422, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10370/12277] loss=0.5571, lr=0.0000120, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10380/12277] loss=0.4237, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10390/12277] loss=0.4852, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10400/12277] loss=0.5289, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10410/12277] loss=0.5734, lr=0.0000120, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10420/12277] loss=0.5963, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10430/12277] loss=0.5487, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10440/12277] loss=0.5119, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10450/12277] loss=0.5600, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10460/12277] loss=0.5764, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10470/12277] loss=0.5264, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10480/12277] loss=0.4617, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10490/12277] loss=0.5221, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10500/12277] loss=0.4829, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10510/12277] loss=0.4146, lr=0.0000119, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10520/12277] loss=0.5836, lr=0.0000119, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10530/12277] loss=0.5516, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10540/12277] loss=0.5169, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10550/12277] loss=0.4733, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10560/12277] loss=0.5110, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10570/12277] loss=0.5925, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10580/12277] loss=0.5001, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10590/12277] loss=0.5231, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10600/12277] loss=0.4889, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10610/12277] loss=0.4437, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10620/12277] loss=0.5106, lr=0.0000119, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10630/12277] loss=0.5458, lr=0.0000119, metrics:accuracy:0.7896
INFO:root:[Epoch 2 Batch 10640/12277] loss=0.5062, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10650/12277] loss=0.5030, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10660/12277] loss=0.5061, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10670/12277] loss=0.4867, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10680/12277] loss=0.5550, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10690/12277] loss=0.5158, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10700/12277] loss=0.4711, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10710/12277] loss=0.5658, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10720/12277] loss=0.5537, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10730/12277] loss=0.5120, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10740/12277] loss=0.5416, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10750/12277] loss=0.4896, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10760/12277] loss=0.5253, lr=0.0000118, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10770/12277] loss=0.5796, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10780/12277] loss=0.4996, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10790/12277] loss=0.5625, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10800/12277] loss=0.4764, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10810/12277] loss=0.5423, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10820/12277] loss=0.5055, lr=0.0000118, metrics:accuracy:0.7897
INFO:root:[Epoch 2 Batch 10830/12277] loss=0.3945, lr=0.0000118, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10840/12277] loss=0.4925, lr=0.0000118, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10850/12277] loss=0.4280, lr=0.0000118, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10860/12277] loss=0.6127, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10870/12277] loss=0.5691, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10880/12277] loss=0.4991, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10890/12277] loss=0.4754, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10900/12277] loss=0.5142, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10910/12277] loss=0.4601, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10920/12277] loss=0.4621, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 10930/12277] loss=0.5372, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 10940/12277] loss=0.6195, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10950/12277] loss=0.5136, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 10960/12277] loss=0.4850, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 10970/12277] loss=0.5879, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 10980/12277] loss=0.5290, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 10990/12277] loss=0.5205, lr=0.0000117, metrics:accuracy:0.7898
INFO:root:[Epoch 2 Batch 11000/12277] loss=0.5287, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11010/12277] loss=0.5266, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11020/12277] loss=0.4570, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11030/12277] loss=0.5127, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11040/12277] loss=0.4864, lr=0.0000117, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11050/12277] loss=0.5011, lr=0.0000117, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11060/12277] loss=0.4844, lr=0.0000117, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11070/12277] loss=0.5139, lr=0.0000117, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11080/12277] loss=0.5340, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11090/12277] loss=0.5355, lr=0.0000116, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11100/12277] loss=0.6300, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11110/12277] loss=0.5488, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11120/12277] loss=0.5383, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11130/12277] loss=0.4494, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11140/12277] loss=0.5895, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11150/12277] loss=0.6094, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11160/12277] loss=0.4919, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11170/12277] loss=0.5406, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11180/12277] loss=0.5528, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11190/12277] loss=0.4998, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11200/12277] loss=0.5087, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11210/12277] loss=0.4843, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11220/12277] loss=0.5487, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11230/12277] loss=0.5233, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11240/12277] loss=0.5144, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11250/12277] loss=0.5910, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11260/12277] loss=0.5084, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11270/12277] loss=0.4893, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11280/12277] loss=0.4878, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11290/12277] loss=0.5040, lr=0.0000116, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11300/12277] loss=0.4967, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11310/12277] loss=0.5170, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11320/12277] loss=0.5203, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11330/12277] loss=0.4680, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11340/12277] loss=0.5696, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11350/12277] loss=0.4645, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11360/12277] loss=0.4813, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11370/12277] loss=0.4997, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11380/12277] loss=0.4696, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11390/12277] loss=0.5272, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11400/12277] loss=0.5337, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11410/12277] loss=0.5656, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11420/12277] loss=0.5690, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11430/12277] loss=0.5221, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11440/12277] loss=0.5138, lr=0.0000115, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11450/12277] loss=0.5676, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11460/12277] loss=0.5384, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11470/12277] loss=0.5715, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11480/12277] loss=0.4778, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11490/12277] loss=0.5352, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11500/12277] loss=0.5313, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11510/12277] loss=0.5454, lr=0.0000115, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11520/12277] loss=0.5560, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11530/12277] loss=0.5109, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11540/12277] loss=0.5309, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11550/12277] loss=0.5332, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11560/12277] loss=0.5725, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11570/12277] loss=0.5121, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11580/12277] loss=0.5647, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11590/12277] loss=0.5461, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11600/12277] loss=0.5366, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11610/12277] loss=0.5620, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11620/12277] loss=0.4958, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11630/12277] loss=0.4483, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11640/12277] loss=0.5242, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11650/12277] loss=0.5164, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11660/12277] loss=0.5034, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11670/12277] loss=0.4881, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11680/12277] loss=0.4607, lr=0.0000114, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11690/12277] loss=0.5921, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11700/12277] loss=0.5362, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11710/12277] loss=0.4713, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11720/12277] loss=0.5150, lr=0.0000114, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11730/12277] loss=0.5783, lr=0.0000114, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11740/12277] loss=0.5924, lr=0.0000113, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11750/12277] loss=0.5229, lr=0.0000113, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11760/12277] loss=0.4677, lr=0.0000113, metrics:accuracy:0.7899
INFO:root:[Epoch 2 Batch 11770/12277] loss=0.4717, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11780/12277] loss=0.5053, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11790/12277] loss=0.5310, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11800/12277] loss=0.4347, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11810/12277] loss=0.6127, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11820/12277] loss=0.5080, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11830/12277] loss=0.4966, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11840/12277] loss=0.5120, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11850/12277] loss=0.4924, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11860/12277] loss=0.4743, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11870/12277] loss=0.5481, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11880/12277] loss=0.5089, lr=0.0000113, metrics:accuracy:0.7900
INFO:root:[Epoch 2 Batch 11890/12277] loss=0.4060, lr=0.0000113, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 11900/12277] loss=0.5243, lr=0.0000113, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 11910/12277] loss=0.4730, lr=0.0000113, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 11920/12277] loss=0.4859, lr=0.0000113, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 11930/12277] loss=0.4382, lr=0.0000113, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 11940/12277] loss=0.5392, lr=0.0000113, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 11950/12277] loss=0.5427, lr=0.0000113, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 11960/12277] loss=0.4954, lr=0.0000113, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 11970/12277] loss=0.5927, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 11980/12277] loss=0.5201, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 11990/12277] loss=0.4494, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12000/12277] loss=0.4714, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12010/12277] loss=0.5728, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12020/12277] loss=0.5345, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12030/12277] loss=0.4966, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12040/12277] loss=0.5818, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12050/12277] loss=0.4786, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12060/12277] loss=0.5293, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12070/12277] loss=0.5117, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12080/12277] loss=0.5438, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12090/12277] loss=0.5706, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12100/12277] loss=0.5137, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12110/12277] loss=0.4869, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12120/12277] loss=0.5020, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12130/12277] loss=0.5710, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12140/12277] loss=0.5200, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12150/12277] loss=0.5724, lr=0.0000112, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12160/12277] loss=0.4959, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12170/12277] loss=0.5585, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12180/12277] loss=0.4659, lr=0.0000112, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12190/12277] loss=0.5045, lr=0.0000111, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12200/12277] loss=0.4895, lr=0.0000111, metrics:accuracy:0.7902
INFO:root:[Epoch 2 Batch 12210/12277] loss=0.5082, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12220/12277] loss=0.5951, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12230/12277] loss=0.5697, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12240/12277] loss=0.5010, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12250/12277] loss=0.5372, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12260/12277] loss=0.5575, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:[Epoch 2 Batch 12270/12277] loss=0.5192, lr=0.0000111, metrics:accuracy:0.7901
INFO:root:Now we are doing evaluation on dev with gpu(5).
INFO:root:[Batch 10/312] loss=0.4204, metrics:accuracy:0.8750
INFO:root:[Batch 20/312] loss=0.4942, metrics:accuracy:0.8500
INFO:root:[Batch 30/312] loss=0.5916, metrics:accuracy:0.8250
INFO:root:[Batch 40/312] loss=0.5783, metrics:accuracy:0.8094
INFO:root:[Batch 50/312] loss=0.4884, metrics:accuracy:0.8050
INFO:root:[Batch 60/312] loss=0.4288, metrics:accuracy:0.8208
INFO:root:[Batch 70/312] loss=0.4936, metrics:accuracy:0.8214
INFO:root:[Batch 80/312] loss=0.6425, metrics:accuracy:0.8109
INFO:root:[Batch 90/312] loss=0.7203, metrics:accuracy:0.8056
INFO:root:[Batch 100/312] loss=0.6693, metrics:accuracy:0.7987
INFO:root:[Batch 110/312] loss=0.4628, metrics:accuracy:0.7955
INFO:root:[Batch 120/312] loss=0.6923, metrics:accuracy:0.7906
INFO:root:[Batch 130/312] loss=0.6121, metrics:accuracy:0.7885
INFO:root:[Batch 140/312] loss=0.4494, metrics:accuracy:0.7893
INFO:root:[Batch 150/312] loss=0.7870, metrics:accuracy:0.7850
INFO:root:[Batch 160/312] loss=0.5206, metrics:accuracy:0.7867
INFO:root:[Batch 170/312] loss=0.4555, metrics:accuracy:0.7875
INFO:root:[Batch 180/312] loss=0.5404, metrics:accuracy:0.7854
INFO:root:[Batch 190/312] loss=0.6354, metrics:accuracy:0.7829
INFO:root:[Batch 200/312] loss=0.6960, metrics:accuracy:0.7788
INFO:root:[Batch 210/312] loss=0.5199, metrics:accuracy:0.7792
INFO:root:[Batch 220/312] loss=0.5657, metrics:accuracy:0.7784
INFO:root:[Batch 230/312] loss=0.5490, metrics:accuracy:0.7772
INFO:root:[Batch 240/312] loss=0.5008, metrics:accuracy:0.7786
INFO:root:[Batch 250/312] loss=0.5233, metrics:accuracy:0.7800
INFO:root:[Batch 260/312] loss=0.7421, metrics:accuracy:0.7784
INFO:root:[Batch 270/312] loss=0.4790, metrics:accuracy:0.7806
INFO:root:[Batch 280/312] loss=0.4756, metrics:accuracy:0.7812
INFO:root:[Batch 290/312] loss=0.7963, metrics:accuracy:0.7767
INFO:root:[Batch 300/312] loss=0.6493, metrics:accuracy:0.7767
INFO:root:[Batch 310/312] loss=0.5574, metrics:accuracy:0.7754
INFO:root:validation metrics:accuracy:0.7755
INFO:root:Time cost=13.73s, throughput=181.81 samples/s
INFO:root:params saved in: output_dir/google_bert_xnli_ep4_seed6/model_bert_XNLI_1.params
INFO:root:Time cost=3350.06s
INFO:root:[Epoch 3 Batch 10/12277] loss=0.4465, lr=0.0000111, metrics:accuracy:0.8562
INFO:root:[Epoch 3 Batch 20/12277] loss=0.4333, lr=0.0000111, metrics:accuracy:0.8469
INFO:root:[Epoch 3 Batch 30/12277] loss=0.4512, lr=0.0000111, metrics:accuracy:0.8385
INFO:root:[Epoch 3 Batch 40/12277] loss=0.3886, lr=0.0000111, metrics:accuracy:0.8438
INFO:root:[Epoch 3 Batch 50/12277] loss=0.4825, lr=0.0000111, metrics:accuracy:0.8356
INFO:root:[Epoch 3 Batch 60/12277] loss=0.4513, lr=0.0000111, metrics:accuracy:0.8380
INFO:root:[Epoch 3 Batch 70/12277] loss=0.4548, lr=0.0000111, metrics:accuracy:0.8362
INFO:root:[Epoch 3 Batch 80/12277] loss=0.3814, lr=0.0000111, metrics:accuracy:0.8395
INFO:root:[Epoch 3 Batch 90/12277] loss=0.4062, lr=0.0000111, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 100/12277] loss=0.4466, lr=0.0000111, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 110/12277] loss=0.3621, lr=0.0000111, metrics:accuracy:0.8435
INFO:root:[Epoch 3 Batch 120/12277] loss=0.4669, lr=0.0000111, metrics:accuracy:0.8440
INFO:root:[Epoch 3 Batch 130/12277] loss=0.4249, lr=0.0000110, metrics:accuracy:0.8435
INFO:root:[Epoch 3 Batch 140/12277] loss=0.4566, lr=0.0000110, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 150/12277] loss=0.4163, lr=0.0000110, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 160/12277] loss=0.3985, lr=0.0000110, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 170/12277] loss=0.3802, lr=0.0000110, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 180/12277] loss=0.4269, lr=0.0000110, metrics:accuracy:0.8438
INFO:root:[Epoch 3 Batch 190/12277] loss=0.3838, lr=0.0000110, metrics:accuracy:0.8447
INFO:root:[Epoch 3 Batch 200/12277] loss=0.4177, lr=0.0000110, metrics:accuracy:0.8438
INFO:root:[Epoch 3 Batch 210/12277] loss=0.4578, lr=0.0000110, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 220/12277] loss=0.4392, lr=0.0000110, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 230/12277] loss=0.4056, lr=0.0000110, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 240/12277] loss=0.4382, lr=0.0000110, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 250/12277] loss=0.3594, lr=0.0000110, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 260/12277] loss=0.4212, lr=0.0000110, metrics:accuracy:0.8427
INFO:root:[Epoch 3 Batch 270/12277] loss=0.4714, lr=0.0000110, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 280/12277] loss=0.4419, lr=0.0000110, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 290/12277] loss=0.4580, lr=0.0000110, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 300/12277] loss=0.4000, lr=0.0000110, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 310/12277] loss=0.4180, lr=0.0000110, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 320/12277] loss=0.4363, lr=0.0000110, metrics:accuracy:0.8409
INFO:root:[Epoch 3 Batch 330/12277] loss=0.4832, lr=0.0000110, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 340/12277] loss=0.4188, lr=0.0000110, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 350/12277] loss=0.3757, lr=0.0000109, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 360/12277] loss=0.4017, lr=0.0000109, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 370/12277] loss=0.3650, lr=0.0000109, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 380/12277] loss=0.4377, lr=0.0000109, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 390/12277] loss=0.4582, lr=0.0000109, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 400/12277] loss=0.4828, lr=0.0000109, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 410/12277] loss=0.4375, lr=0.0000109, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 420/12277] loss=0.4967, lr=0.0000109, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 430/12277] loss=0.4310, lr=0.0000109, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 440/12277] loss=0.4008, lr=0.0000109, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 450/12277] loss=0.5149, lr=0.0000109, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 460/12277] loss=0.4109, lr=0.0000109, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 470/12277] loss=0.4724, lr=0.0000109, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 480/12277] loss=0.4290, lr=0.0000109, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 490/12277] loss=0.3856, lr=0.0000109, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 500/12277] loss=0.3954, lr=0.0000109, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 510/12277] loss=0.4386, lr=0.0000109, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 520/12277] loss=0.4056, lr=0.0000109, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 530/12277] loss=0.3917, lr=0.0000109, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 540/12277] loss=0.3424, lr=0.0000109, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 550/12277] loss=0.3894, lr=0.0000109, metrics:accuracy:0.8414
INFO:root:[Epoch 3 Batch 560/12277] loss=0.4681, lr=0.0000109, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 570/12277] loss=0.3738, lr=0.0000108, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 580/12277] loss=0.4097, lr=0.0000108, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 590/12277] loss=0.4179, lr=0.0000108, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 600/12277] loss=0.3924, lr=0.0000108, metrics:accuracy:0.8409
INFO:root:[Epoch 3 Batch 610/12277] loss=0.4252, lr=0.0000108, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 620/12277] loss=0.2983, lr=0.0000108, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 630/12277] loss=0.3181, lr=0.0000108, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 640/12277] loss=0.3845, lr=0.0000108, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 650/12277] loss=0.3757, lr=0.0000108, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 660/12277] loss=0.3889, lr=0.0000108, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 670/12277] loss=0.3741, lr=0.0000108, metrics:accuracy:0.8434
INFO:root:[Epoch 3 Batch 680/12277] loss=0.4002, lr=0.0000108, metrics:accuracy:0.8434
INFO:root:[Epoch 3 Batch 690/12277] loss=0.3743, lr=0.0000108, metrics:accuracy:0.8434
INFO:root:[Epoch 3 Batch 700/12277] loss=0.3941, lr=0.0000108, metrics:accuracy:0.8435
INFO:root:[Epoch 3 Batch 710/12277] loss=0.3972, lr=0.0000108, metrics:accuracy:0.8434
INFO:root:[Epoch 3 Batch 720/12277] loss=0.4109, lr=0.0000108, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 730/12277] loss=0.4038, lr=0.0000108, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 740/12277] loss=0.4295, lr=0.0000108, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 750/12277] loss=0.4413, lr=0.0000108, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 760/12277] loss=0.3828, lr=0.0000108, metrics:accuracy:0.8435
INFO:root:[Epoch 3 Batch 770/12277] loss=0.4219, lr=0.0000108, metrics:accuracy:0.8436
INFO:root:[Epoch 3 Batch 780/12277] loss=0.3668, lr=0.0000108, metrics:accuracy:0.8438
INFO:root:[Epoch 3 Batch 790/12277] loss=0.3904, lr=0.0000107, metrics:accuracy:0.8441
INFO:root:[Epoch 3 Batch 800/12277] loss=0.3685, lr=0.0000107, metrics:accuracy:0.8444
INFO:root:[Epoch 3 Batch 810/12277] loss=0.4174, lr=0.0000107, metrics:accuracy:0.8443
INFO:root:[Epoch 3 Batch 820/12277] loss=0.3956, lr=0.0000107, metrics:accuracy:0.8444
INFO:root:[Epoch 3 Batch 830/12277] loss=0.4520, lr=0.0000107, metrics:accuracy:0.8441
INFO:root:[Epoch 3 Batch 840/12277] loss=0.4579, lr=0.0000107, metrics:accuracy:0.8439
INFO:root:[Epoch 3 Batch 850/12277] loss=0.4320, lr=0.0000107, metrics:accuracy:0.8436
INFO:root:[Epoch 3 Batch 860/12277] loss=0.4422, lr=0.0000107, metrics:accuracy:0.8435
INFO:root:[Epoch 3 Batch 870/12277] loss=0.4531, lr=0.0000107, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 880/12277] loss=0.4364, lr=0.0000107, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 890/12277] loss=0.4249, lr=0.0000107, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 900/12277] loss=0.4279, lr=0.0000107, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 910/12277] loss=0.4311, lr=0.0000107, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 920/12277] loss=0.3778, lr=0.0000107, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 930/12277] loss=0.4758, lr=0.0000107, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 940/12277] loss=0.4352, lr=0.0000107, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 950/12277] loss=0.4137, lr=0.0000107, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 960/12277] loss=0.4615, lr=0.0000107, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 970/12277] loss=0.3872, lr=0.0000107, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 980/12277] loss=0.4505, lr=0.0000107, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 990/12277] loss=0.3594, lr=0.0000107, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1000/12277] loss=0.3763, lr=0.0000107, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 1010/12277] loss=0.4525, lr=0.0000106, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 1020/12277] loss=0.3453, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1030/12277] loss=0.4111, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1040/12277] loss=0.3951, lr=0.0000106, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 1050/12277] loss=0.4531, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1060/12277] loss=0.4112, lr=0.0000106, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1070/12277] loss=0.4108, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1080/12277] loss=0.4000, lr=0.0000106, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 1090/12277] loss=0.3639, lr=0.0000106, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 1100/12277] loss=0.4214, lr=0.0000106, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 1110/12277] loss=0.4106, lr=0.0000106, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 1120/12277] loss=0.3993, lr=0.0000106, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 1130/12277] loss=0.4223, lr=0.0000106, metrics:accuracy:0.8434
INFO:root:[Epoch 3 Batch 1140/12277] loss=0.4317, lr=0.0000106, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 1150/12277] loss=0.4727, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1160/12277] loss=0.3921, lr=0.0000106, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1170/12277] loss=0.4134, lr=0.0000106, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1180/12277] loss=0.4741, lr=0.0000106, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1190/12277] loss=0.4609, lr=0.0000106, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1200/12277] loss=0.4170, lr=0.0000106, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 1210/12277] loss=0.4175, lr=0.0000106, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 1220/12277] loss=0.4597, lr=0.0000106, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1230/12277] loss=0.3701, lr=0.0000105, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 1240/12277] loss=0.3771, lr=0.0000105, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 1250/12277] loss=0.4579, lr=0.0000105, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 1260/12277] loss=0.4495, lr=0.0000105, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1270/12277] loss=0.4112, lr=0.0000105, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 1280/12277] loss=0.4736, lr=0.0000105, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1290/12277] loss=0.4449, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1300/12277] loss=0.4513, lr=0.0000105, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 1310/12277] loss=0.4144, lr=0.0000105, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 1320/12277] loss=0.4563, lr=0.0000105, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 1330/12277] loss=0.3932, lr=0.0000105, metrics:accuracy:0.8414
INFO:root:[Epoch 3 Batch 1340/12277] loss=0.3961, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1350/12277] loss=0.3353, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1360/12277] loss=0.4641, lr=0.0000105, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1370/12277] loss=0.3967, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1380/12277] loss=0.4369, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1390/12277] loss=0.4318, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1400/12277] loss=0.4561, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1410/12277] loss=0.4078, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1420/12277] loss=0.4178, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1430/12277] loss=0.3586, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1440/12277] loss=0.4522, lr=0.0000105, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1450/12277] loss=0.3730, lr=0.0000105, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 1460/12277] loss=0.4768, lr=0.0000104, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1470/12277] loss=0.4500, lr=0.0000104, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 1480/12277] loss=0.4223, lr=0.0000104, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 1490/12277] loss=0.4212, lr=0.0000104, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 1500/12277] loss=0.4132, lr=0.0000104, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 1510/12277] loss=0.4078, lr=0.0000104, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 1520/12277] loss=0.3778, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1530/12277] loss=0.4378, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1540/12277] loss=0.3996, lr=0.0000104, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 1550/12277] loss=0.4114, lr=0.0000104, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1560/12277] loss=0.3720, lr=0.0000104, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 1570/12277] loss=0.4339, lr=0.0000104, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1580/12277] loss=0.4196, lr=0.0000104, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 1590/12277] loss=0.4761, lr=0.0000104, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 1600/12277] loss=0.4017, lr=0.0000104, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1610/12277] loss=0.4411, lr=0.0000104, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1620/12277] loss=0.4430, lr=0.0000104, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 1630/12277] loss=0.4386, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1640/12277] loss=0.4305, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1650/12277] loss=0.4043, lr=0.0000104, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 1660/12277] loss=0.4202, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1670/12277] loss=0.3966, lr=0.0000104, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1680/12277] loss=0.3463, lr=0.0000103, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1690/12277] loss=0.3588, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1700/12277] loss=0.3937, lr=0.0000103, metrics:accuracy:0.8427
INFO:root:[Epoch 3 Batch 1710/12277] loss=0.4588, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1720/12277] loss=0.3568, lr=0.0000103, metrics:accuracy:0.8427
INFO:root:[Epoch 3 Batch 1730/12277] loss=0.4123, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1740/12277] loss=0.4097, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1750/12277] loss=0.4450, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1760/12277] loss=0.4273, lr=0.0000103, metrics:accuracy:0.8426
INFO:root:[Epoch 3 Batch 1770/12277] loss=0.3877, lr=0.0000103, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 1780/12277] loss=0.4388, lr=0.0000103, metrics:accuracy:0.8424
INFO:root:[Epoch 3 Batch 1790/12277] loss=0.3163, lr=0.0000103, metrics:accuracy:0.8428
INFO:root:[Epoch 3 Batch 1800/12277] loss=0.3545, lr=0.0000103, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1810/12277] loss=0.3632, lr=0.0000103, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1820/12277] loss=0.4576, lr=0.0000103, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1830/12277] loss=0.4347, lr=0.0000103, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1840/12277] loss=0.3851, lr=0.0000103, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1850/12277] loss=0.4030, lr=0.0000103, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1860/12277] loss=0.4065, lr=0.0000103, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1870/12277] loss=0.4662, lr=0.0000103, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1880/12277] loss=0.3412, lr=0.0000103, metrics:accuracy:0.8431
INFO:root:[Epoch 3 Batch 1890/12277] loss=0.3523, lr=0.0000103, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 1900/12277] loss=0.3969, lr=0.0000102, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 1910/12277] loss=0.4298, lr=0.0000102, metrics:accuracy:0.8433
INFO:root:[Epoch 3 Batch 1920/12277] loss=0.4441, lr=0.0000102, metrics:accuracy:0.8432
INFO:root:[Epoch 3 Batch 1930/12277] loss=0.4976, lr=0.0000102, metrics:accuracy:0.8430
INFO:root:[Epoch 3 Batch 1940/12277] loss=0.4661, lr=0.0000102, metrics:accuracy:0.8429
INFO:root:[Epoch 3 Batch 1950/12277] loss=0.5004, lr=0.0000102, metrics:accuracy:0.8427
INFO:root:[Epoch 3 Batch 1960/12277] loss=0.4401, lr=0.0000102, metrics:accuracy:0.8425
INFO:root:[Epoch 3 Batch 1970/12277] loss=0.4763, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1980/12277] loss=0.4319, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 1990/12277] loss=0.3900, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2000/12277] loss=0.4173, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2010/12277] loss=0.4537, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2020/12277] loss=0.4493, lr=0.0000102, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2030/12277] loss=0.3783, lr=0.0000102, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2040/12277] loss=0.3875, lr=0.0000102, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2050/12277] loss=0.3872, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2060/12277] loss=0.4582, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2070/12277] loss=0.4256, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2080/12277] loss=0.3927, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2090/12277] loss=0.3857, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2100/12277] loss=0.4163, lr=0.0000102, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2110/12277] loss=0.4133, lr=0.0000102, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 2120/12277] loss=0.5238, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2130/12277] loss=0.4289, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2140/12277] loss=0.4304, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2150/12277] loss=0.4240, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2160/12277] loss=0.3702, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2170/12277] loss=0.4601, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2180/12277] loss=0.4025, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2190/12277] loss=0.4175, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2200/12277] loss=0.4279, lr=0.0000101, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2210/12277] loss=0.4953, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2220/12277] loss=0.3625, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2230/12277] loss=0.3744, lr=0.0000101, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2240/12277] loss=0.3595, lr=0.0000101, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2250/12277] loss=0.3808, lr=0.0000101, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2260/12277] loss=0.4775, lr=0.0000101, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2270/12277] loss=0.4868, lr=0.0000101, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2280/12277] loss=0.4769, lr=0.0000101, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2290/12277] loss=0.4639, lr=0.0000101, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2300/12277] loss=0.4199, lr=0.0000101, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2310/12277] loss=0.4013, lr=0.0000101, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2320/12277] loss=0.3713, lr=0.0000101, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2330/12277] loss=0.4155, lr=0.0000101, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2340/12277] loss=0.3878, lr=0.0000100, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2350/12277] loss=0.3088, lr=0.0000100, metrics:accuracy:0.8420
INFO:root:[Epoch 3 Batch 2360/12277] loss=0.3894, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2370/12277] loss=0.4043, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2380/12277] loss=0.3561, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2390/12277] loss=0.4509, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2400/12277] loss=0.3826, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2410/12277] loss=0.4658, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2420/12277] loss=0.5145, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2430/12277] loss=0.3751, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2440/12277] loss=0.4533, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2450/12277] loss=0.3471, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2460/12277] loss=0.4413, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2470/12277] loss=0.3713, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2480/12277] loss=0.4534, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2490/12277] loss=0.4115, lr=0.0000100, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 2500/12277] loss=0.3844, lr=0.0000100, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 2510/12277] loss=0.4756, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2520/12277] loss=0.3994, lr=0.0000100, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 2530/12277] loss=0.4328, lr=0.0000100, metrics:accuracy:0.8423
INFO:root:[Epoch 3 Batch 2540/12277] loss=0.3998, lr=0.0000100, metrics:accuracy:0.8422
INFO:root:[Epoch 3 Batch 2550/12277] loss=0.4763, lr=0.0000100, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2560/12277] loss=0.3810, lr=0.0000099, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2570/12277] loss=0.4377, lr=0.0000099, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2580/12277] loss=0.4141, lr=0.0000099, metrics:accuracy:0.8421
INFO:root:[Epoch 3 Batch 2590/12277] loss=0.4875, lr=0.0000099, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2600/12277] loss=0.4449, lr=0.0000099, metrics:accuracy:0.8419
INFO:root:[Epoch 3 Batch 2610/12277] loss=0.4383, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2620/12277] loss=0.4182, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2630/12277] loss=0.3653, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2640/12277] loss=0.4060, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2650/12277] loss=0.4800, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2660/12277] loss=0.4156, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2670/12277] loss=0.4121, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2680/12277] loss=0.3636, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2690/12277] loss=0.4052, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2700/12277] loss=0.4187, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2710/12277] loss=0.4719, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2720/12277] loss=0.3933, lr=0.0000099, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2730/12277] loss=0.4412, lr=0.0000099, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2740/12277] loss=0.4270, lr=0.0000099, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 2750/12277] loss=0.4291, lr=0.0000099, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 2760/12277] loss=0.3979, lr=0.0000099, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 2770/12277] loss=0.4141, lr=0.0000099, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 2780/12277] loss=0.3802, lr=0.0000098, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 2790/12277] loss=0.3691, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2800/12277] loss=0.4191, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2810/12277] loss=0.4323, lr=0.0000098, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 2820/12277] loss=0.4236, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2830/12277] loss=0.4132, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2840/12277] loss=0.4261, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2850/12277] loss=0.3535, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2860/12277] loss=0.4229, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2870/12277] loss=0.3988, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2880/12277] loss=0.4525, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2890/12277] loss=0.4069, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2900/12277] loss=0.3856, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2910/12277] loss=0.4986, lr=0.0000098, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 2920/12277] loss=0.3735, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2930/12277] loss=0.4030, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2940/12277] loss=0.3880, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2950/12277] loss=0.4074, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2960/12277] loss=0.4582, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2970/12277] loss=0.4510, lr=0.0000098, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 2980/12277] loss=0.3530, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 2990/12277] loss=0.4650, lr=0.0000098, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 3000/12277] loss=0.4103, lr=0.0000097, metrics:accuracy:0.8418
INFO:root:[Epoch 3 Batch 3010/12277] loss=0.4346, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3020/12277] loss=0.4237, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3030/12277] loss=0.4360, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3040/12277] loss=0.4238, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3050/12277] loss=0.4012, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3060/12277] loss=0.4171, lr=0.0000097, metrics:accuracy:0.8417
INFO:root:[Epoch 3 Batch 3070/12277] loss=0.4604, lr=0.0000097, metrics:accuracy:0.8416
INFO:root:[Epoch 3 Batch 3080/12277] loss=0.4632, lr=0.0000097, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 3090/12277] loss=0.4354, lr=0.0000097, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 3100/12277] loss=0.4010, lr=0.0000097, metrics:accuracy:0.8415
INFO:root:[Epoch 3 Batch 3110/12277] loss=0.4780, lr=0.0000097, metrics:accuracy:0.8414
INFO:root:[Epoch 3 Batch 3120/12277] loss=0.4569, lr=0.0000097, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 3130/12277] loss=0.3854, lr=0.0000097, metrics:accuracy:0.8414
INFO:root:[Epoch 3 Batch 3140/12277] loss=0.4317, lr=0.0000097, metrics:accuracy:0.8413
INFO:root:[Epoch 3 Batch 3150/12277] loss=0.4400, lr=0.0000097, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3160/12277] loss=0.4721, lr=0.0000097, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3170/12277] loss=0.4011, lr=0.0000097, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3180/12277] loss=0.4221, lr=0.0000097, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3190/12277] loss=0.5015, lr=0.0000097, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3200/12277] loss=0.3628, lr=0.0000097, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3210/12277] loss=0.5131, lr=0.0000097, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3220/12277] loss=0.4571, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3230/12277] loss=0.4292, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3240/12277] loss=0.4336, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3250/12277] loss=0.4496, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3260/12277] loss=0.4352, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3270/12277] loss=0.3791, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3280/12277] loss=0.4111, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3290/12277] loss=0.4496, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3300/12277] loss=0.3616, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3310/12277] loss=0.3683, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3320/12277] loss=0.3894, lr=0.0000096, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3330/12277] loss=0.4234, lr=0.0000096, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3340/12277] loss=0.4393, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3350/12277] loss=0.3983, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3360/12277] loss=0.4728, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3370/12277] loss=0.4157, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3380/12277] loss=0.4285, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3390/12277] loss=0.4176, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3400/12277] loss=0.4176, lr=0.0000096, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3410/12277] loss=0.3920, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3420/12277] loss=0.4280, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3430/12277] loss=0.3744, lr=0.0000096, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3440/12277] loss=0.3828, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3450/12277] loss=0.4147, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3460/12277] loss=0.3655, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3470/12277] loss=0.3906, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3480/12277] loss=0.4267, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3490/12277] loss=0.4250, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3500/12277] loss=0.4048, lr=0.0000095, metrics:accuracy:0.8412
INFO:root:[Epoch 3 Batch 3510/12277] loss=0.4905, lr=0.0000095, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3520/12277] loss=0.4775, lr=0.0000095, metrics:accuracy:0.8411
INFO:root:[Epoch 3 Batch 3530/12277] loss=0.5260, lr=0.0000095, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3540/12277] loss=0.4493, lr=0.0000095, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3550/12277] loss=0.4683, lr=0.0000095, metrics:accuracy:0.8410
INFO:root:[Epoch 3 Batch 3560/12277] loss=0.4253, lr=0.0000095, metrics:accuracy:0.8409
INFO:root:[Epoch 3 Batch 3570/12277] loss=0.5112, lr=0.0000095, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 3580/12277] loss=0.5083, lr=0.0000095, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3590/12277] loss=0.3969, lr=0.0000095, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 3600/12277] loss=0.4393, lr=0.0000095, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 3610/12277] loss=0.4911, lr=0.0000095, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3620/12277] loss=0.3688, lr=0.0000095, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3630/12277] loss=0.4277, lr=0.0000095, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3640/12277] loss=0.4354, lr=0.0000095, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3650/12277] loss=0.4038, lr=0.0000095, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 3660/12277] loss=0.4727, lr=0.0000094, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 3670/12277] loss=0.4169, lr=0.0000094, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3680/12277] loss=0.4429, lr=0.0000094, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 3690/12277] loss=0.5309, lr=0.0000094, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3700/12277] loss=0.3855, lr=0.0000094, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3710/12277] loss=0.3974, lr=0.0000094, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3720/12277] loss=0.4374, lr=0.0000094, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3730/12277] loss=0.4263, lr=0.0000094, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3740/12277] loss=0.4227, lr=0.0000094, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3750/12277] loss=0.4471, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3760/12277] loss=0.4571, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3770/12277] loss=0.4765, lr=0.0000094, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 3780/12277] loss=0.4253, lr=0.0000094, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 3790/12277] loss=0.4148, lr=0.0000094, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 3800/12277] loss=0.4382, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3810/12277] loss=0.4277, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3820/12277] loss=0.4423, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3830/12277] loss=0.4214, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3840/12277] loss=0.4454, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3850/12277] loss=0.3587, lr=0.0000094, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3860/12277] loss=0.4491, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3870/12277] loss=0.4285, lr=0.0000094, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3880/12277] loss=0.4149, lr=0.0000094, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3890/12277] loss=0.3485, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3900/12277] loss=0.4473, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3910/12277] loss=0.4500, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3920/12277] loss=0.4706, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3930/12277] loss=0.4386, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3940/12277] loss=0.4905, lr=0.0000093, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 3950/12277] loss=0.3574, lr=0.0000093, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 3960/12277] loss=0.3750, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3970/12277] loss=0.3299, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 3980/12277] loss=0.3966, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 3990/12277] loss=0.4142, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4000/12277] loss=0.4136, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4010/12277] loss=0.3910, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4020/12277] loss=0.4881, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4030/12277] loss=0.4494, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4040/12277] loss=0.4342, lr=0.0000093, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4050/12277] loss=0.4742, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4060/12277] loss=0.4441, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4070/12277] loss=0.4033, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4080/12277] loss=0.4724, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4090/12277] loss=0.4390, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4100/12277] loss=0.3950, lr=0.0000093, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4110/12277] loss=0.3906, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4120/12277] loss=0.4241, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4130/12277] loss=0.4140, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4140/12277] loss=0.4897, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4150/12277] loss=0.4575, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4160/12277] loss=0.4275, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4170/12277] loss=0.4540, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4180/12277] loss=0.4023, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4190/12277] loss=0.3935, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4200/12277] loss=0.3840, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4210/12277] loss=0.3867, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4220/12277] loss=0.4123, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4230/12277] loss=0.4339, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4240/12277] loss=0.3882, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4250/12277] loss=0.4183, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4260/12277] loss=0.5197, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4270/12277] loss=0.4475, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4280/12277] loss=0.3528, lr=0.0000092, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4290/12277] loss=0.4350, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4300/12277] loss=0.4404, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4310/12277] loss=0.4919, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4320/12277] loss=0.3529, lr=0.0000092, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4330/12277] loss=0.3807, lr=0.0000091, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4340/12277] loss=0.4382, lr=0.0000091, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4350/12277] loss=0.4872, lr=0.0000091, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4360/12277] loss=0.4381, lr=0.0000091, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4370/12277] loss=0.5044, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4380/12277] loss=0.4526, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4390/12277] loss=0.5430, lr=0.0000091, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 4400/12277] loss=0.3668, lr=0.0000091, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 4410/12277] loss=0.3801, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4420/12277] loss=0.4471, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4430/12277] loss=0.3621, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4440/12277] loss=0.4342, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4450/12277] loss=0.3894, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4460/12277] loss=0.3757, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4470/12277] loss=0.4373, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4480/12277] loss=0.3934, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4490/12277] loss=0.4424, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4500/12277] loss=0.4021, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4510/12277] loss=0.4128, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4520/12277] loss=0.4284, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4530/12277] loss=0.3465, lr=0.0000091, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4540/12277] loss=0.4305, lr=0.0000091, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4550/12277] loss=0.3759, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4560/12277] loss=0.4124, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4570/12277] loss=0.4103, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4580/12277] loss=0.3246, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4590/12277] loss=0.4972, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4600/12277] loss=0.3955, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4610/12277] loss=0.4361, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4620/12277] loss=0.4170, lr=0.0000090, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4630/12277] loss=0.3719, lr=0.0000090, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4640/12277] loss=0.4149, lr=0.0000090, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4650/12277] loss=0.4166, lr=0.0000090, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4660/12277] loss=0.4595, lr=0.0000090, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4670/12277] loss=0.3980, lr=0.0000090, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4680/12277] loss=0.3696, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4690/12277] loss=0.4289, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4700/12277] loss=0.4341, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4710/12277] loss=0.3845, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4720/12277] loss=0.5149, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4730/12277] loss=0.3555, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4740/12277] loss=0.4492, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4750/12277] loss=0.4085, lr=0.0000090, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4760/12277] loss=0.4124, lr=0.0000090, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 4770/12277] loss=0.5025, lr=0.0000089, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4780/12277] loss=0.4149, lr=0.0000089, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4790/12277] loss=0.4846, lr=0.0000089, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 4800/12277] loss=0.4726, lr=0.0000089, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4810/12277] loss=0.4424, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4820/12277] loss=0.4537, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4830/12277] loss=0.4037, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4840/12277] loss=0.4174, lr=0.0000089, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4850/12277] loss=0.4375, lr=0.0000089, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4860/12277] loss=0.4387, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4870/12277] loss=0.3719, lr=0.0000089, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4880/12277] loss=0.4288, lr=0.0000089, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 4890/12277] loss=0.4662, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4900/12277] loss=0.5003, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4910/12277] loss=0.4642, lr=0.0000089, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 4920/12277] loss=0.4337, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4930/12277] loss=0.3762, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4940/12277] loss=0.4479, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4950/12277] loss=0.5023, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4960/12277] loss=0.4265, lr=0.0000089, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 4970/12277] loss=0.3781, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4980/12277] loss=0.4196, lr=0.0000089, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 4990/12277] loss=0.3557, lr=0.0000088, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5000/12277] loss=0.4007, lr=0.0000088, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5010/12277] loss=0.4216, lr=0.0000088, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5020/12277] loss=0.3582, lr=0.0000088, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5030/12277] loss=0.4282, lr=0.0000088, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5040/12277] loss=0.4553, lr=0.0000088, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5050/12277] loss=0.4070, lr=0.0000088, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5060/12277] loss=0.3959, lr=0.0000088, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5070/12277] loss=0.3621, lr=0.0000088, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5080/12277] loss=0.4464, lr=0.0000088, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5090/12277] loss=0.3680, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5100/12277] loss=0.4998, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5110/12277] loss=0.3893, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5120/12277] loss=0.4532, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5130/12277] loss=0.4265, lr=0.0000088, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5140/12277] loss=0.4302, lr=0.0000088, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5150/12277] loss=0.3541, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5160/12277] loss=0.4096, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5170/12277] loss=0.4248, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5180/12277] loss=0.4449, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5190/12277] loss=0.3743, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5200/12277] loss=0.4307, lr=0.0000088, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5210/12277] loss=0.4126, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5220/12277] loss=0.4305, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5230/12277] loss=0.3907, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5240/12277] loss=0.4284, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5250/12277] loss=0.4939, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5260/12277] loss=0.4050, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5270/12277] loss=0.4539, lr=0.0000087, metrics:accuracy:0.8408
INFO:root:[Epoch 3 Batch 5280/12277] loss=0.3853, lr=0.0000087, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5290/12277] loss=0.4256, lr=0.0000087, metrics:accuracy:0.8407
INFO:root:[Epoch 3 Batch 5300/12277] loss=0.5068, lr=0.0000087, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5310/12277] loss=0.4132, lr=0.0000087, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5320/12277] loss=0.4283, lr=0.0000087, metrics:accuracy:0.8406
INFO:root:[Epoch 3 Batch 5330/12277] loss=0.4877, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5340/12277] loss=0.3981, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5350/12277] loss=0.4344, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5360/12277] loss=0.3928, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5370/12277] loss=0.4071, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5380/12277] loss=0.4831, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5390/12277] loss=0.4106, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5400/12277] loss=0.4500, lr=0.0000087, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5410/12277] loss=0.3673, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5420/12277] loss=0.4358, lr=0.0000087, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5430/12277] loss=0.4595, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5440/12277] loss=0.4588, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5450/12277] loss=0.3796, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5460/12277] loss=0.4029, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5470/12277] loss=0.3925, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5480/12277] loss=0.3876, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5490/12277] loss=0.4060, lr=0.0000086, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5500/12277] loss=0.4041, lr=0.0000086, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5510/12277] loss=0.4368, lr=0.0000086, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5520/12277] loss=0.4483, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5530/12277] loss=0.4632, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5540/12277] loss=0.4489, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5550/12277] loss=0.3772, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5560/12277] loss=0.5060, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5570/12277] loss=0.4655, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5580/12277] loss=0.4149, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5590/12277] loss=0.4193, lr=0.0000086, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5600/12277] loss=0.4048, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5610/12277] loss=0.3863, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5620/12277] loss=0.4822, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5630/12277] loss=0.4772, lr=0.0000086, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5640/12277] loss=0.4386, lr=0.0000086, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5650/12277] loss=0.4961, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5660/12277] loss=0.4475, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5670/12277] loss=0.4587, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5680/12277] loss=0.4874, lr=0.0000085, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 5690/12277] loss=0.3637, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5700/12277] loss=0.4080, lr=0.0000085, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 5710/12277] loss=0.4279, lr=0.0000085, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 5720/12277] loss=0.4234, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5730/12277] loss=0.4190, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5740/12277] loss=0.4230, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5750/12277] loss=0.4277, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5760/12277] loss=0.4541, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5770/12277] loss=0.4934, lr=0.0000085, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 5780/12277] loss=0.4734, lr=0.0000085, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 5790/12277] loss=0.3502, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5800/12277] loss=0.4112, lr=0.0000085, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 5810/12277] loss=0.3146, lr=0.0000085, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5820/12277] loss=0.4124, lr=0.0000085, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5830/12277] loss=0.4468, lr=0.0000085, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5840/12277] loss=0.4409, lr=0.0000085, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5850/12277] loss=0.4237, lr=0.0000085, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 5860/12277] loss=0.3688, lr=0.0000085, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5870/12277] loss=0.4033, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5880/12277] loss=0.3954, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5890/12277] loss=0.3806, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5900/12277] loss=0.3838, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5910/12277] loss=0.4664, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 5920/12277] loss=0.4361, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5930/12277] loss=0.3433, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5940/12277] loss=0.3845, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5950/12277] loss=0.3177, lr=0.0000084, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5960/12277] loss=0.4445, lr=0.0000084, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5970/12277] loss=0.4487, lr=0.0000084, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 5980/12277] loss=0.4739, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 5990/12277] loss=0.4135, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6000/12277] loss=0.3963, lr=0.0000084, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 6010/12277] loss=0.4995, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6020/12277] loss=0.4236, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6030/12277] loss=0.3803, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6040/12277] loss=0.3847, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6050/12277] loss=0.4396, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6060/12277] loss=0.4352, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6070/12277] loss=0.3934, lr=0.0000084, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6080/12277] loss=0.4854, lr=0.0000084, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6090/12277] loss=0.4329, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6100/12277] loss=0.3910, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6110/12277] loss=0.3393, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6120/12277] loss=0.4289, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6130/12277] loss=0.5083, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6140/12277] loss=0.4068, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6150/12277] loss=0.4654, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6160/12277] loss=0.3943, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6170/12277] loss=0.4523, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6180/12277] loss=0.3973, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6190/12277] loss=0.4704, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6200/12277] loss=0.4044, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6210/12277] loss=0.4134, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6220/12277] loss=0.4565, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6230/12277] loss=0.3817, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6240/12277] loss=0.3525, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6250/12277] loss=0.4889, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6260/12277] loss=0.3845, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6270/12277] loss=0.4007, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6280/12277] loss=0.5076, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6290/12277] loss=0.4226, lr=0.0000083, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6300/12277] loss=0.3233, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6310/12277] loss=0.4128, lr=0.0000083, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 6320/12277] loss=0.4588, lr=0.0000082, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6330/12277] loss=0.4373, lr=0.0000082, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 6340/12277] loss=0.4874, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6350/12277] loss=0.4869, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6360/12277] loss=0.4005, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6370/12277] loss=0.3766, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6380/12277] loss=0.4649, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6390/12277] loss=0.4374, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6400/12277] loss=0.4541, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6410/12277] loss=0.4011, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6420/12277] loss=0.3881, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6430/12277] loss=0.3999, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6440/12277] loss=0.4272, lr=0.0000082, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 6450/12277] loss=0.4874, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6460/12277] loss=0.4214, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6470/12277] loss=0.5164, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6480/12277] loss=0.3752, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6490/12277] loss=0.4112, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6500/12277] loss=0.4189, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6510/12277] loss=0.4319, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6520/12277] loss=0.3970, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6530/12277] loss=0.4633, lr=0.0000082, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6540/12277] loss=0.4937, lr=0.0000081, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6550/12277] loss=0.4839, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6560/12277] loss=0.4915, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6570/12277] loss=0.4116, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6580/12277] loss=0.3831, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6590/12277] loss=0.3848, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6600/12277] loss=0.4596, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6610/12277] loss=0.4696, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6620/12277] loss=0.4879, lr=0.0000081, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 6630/12277] loss=0.4308, lr=0.0000081, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 6640/12277] loss=0.3119, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6650/12277] loss=0.3819, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6660/12277] loss=0.4146, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6670/12277] loss=0.4510, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6680/12277] loss=0.3846, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6690/12277] loss=0.4191, lr=0.0000081, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6700/12277] loss=0.5179, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6710/12277] loss=0.4170, lr=0.0000081, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 6720/12277] loss=0.4434, lr=0.0000081, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 6730/12277] loss=0.4022, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6740/12277] loss=0.3943, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6750/12277] loss=0.3855, lr=0.0000081, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6760/12277] loss=0.3834, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6770/12277] loss=0.3847, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6780/12277] loss=0.4250, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6790/12277] loss=0.4296, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6800/12277] loss=0.4761, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6810/12277] loss=0.4283, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6820/12277] loss=0.4123, lr=0.0000080, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 6830/12277] loss=0.3331, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6840/12277] loss=0.4349, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6850/12277] loss=0.4527, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6860/12277] loss=0.3781, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6870/12277] loss=0.3550, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6880/12277] loss=0.4463, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6890/12277] loss=0.3647, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6900/12277] loss=0.3919, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6910/12277] loss=0.4049, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6920/12277] loss=0.4124, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6930/12277] loss=0.4695, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6940/12277] loss=0.4005, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6950/12277] loss=0.4563, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6960/12277] loss=0.4187, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6970/12277] loss=0.4476, lr=0.0000080, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6980/12277] loss=0.3280, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 6990/12277] loss=0.3769, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7000/12277] loss=0.5055, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7010/12277] loss=0.4614, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7020/12277] loss=0.5752, lr=0.0000079, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 7030/12277] loss=0.3648, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7040/12277] loss=0.4641, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7050/12277] loss=0.4771, lr=0.0000079, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 7060/12277] loss=0.4135, lr=0.0000079, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 7070/12277] loss=0.4828, lr=0.0000079, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 7080/12277] loss=0.3874, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7090/12277] loss=0.3501, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7100/12277] loss=0.3467, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7110/12277] loss=0.4350, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7120/12277] loss=0.4045, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7130/12277] loss=0.3822, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7140/12277] loss=0.3695, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7150/12277] loss=0.4015, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7160/12277] loss=0.4424, lr=0.0000079, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 7170/12277] loss=0.3492, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7180/12277] loss=0.3899, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7190/12277] loss=0.3822, lr=0.0000079, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7200/12277] loss=0.4376, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7210/12277] loss=0.4332, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7220/12277] loss=0.3750, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7230/12277] loss=0.3705, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7240/12277] loss=0.4558, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7250/12277] loss=0.4387, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7260/12277] loss=0.3756, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7270/12277] loss=0.4288, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7280/12277] loss=0.3826, lr=0.0000078, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 7290/12277] loss=0.3756, lr=0.0000078, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7300/12277] loss=0.4585, lr=0.0000078, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7310/12277] loss=0.3901, lr=0.0000078, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7320/12277] loss=0.3403, lr=0.0000078, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7330/12277] loss=0.3748, lr=0.0000078, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7340/12277] loss=0.3805, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7350/12277] loss=0.3648, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7360/12277] loss=0.4336, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7370/12277] loss=0.4044, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7380/12277] loss=0.4762, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7390/12277] loss=0.3730, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7400/12277] loss=0.4635, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7410/12277] loss=0.4250, lr=0.0000078, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7420/12277] loss=0.4550, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7430/12277] loss=0.4452, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7440/12277] loss=0.4218, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7450/12277] loss=0.4014, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7460/12277] loss=0.3654, lr=0.0000077, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7470/12277] loss=0.4470, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7480/12277] loss=0.4414, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7490/12277] loss=0.5008, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7500/12277] loss=0.3754, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7510/12277] loss=0.3940, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7520/12277] loss=0.4141, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7530/12277] loss=0.3765, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7540/12277] loss=0.4945, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7550/12277] loss=0.4273, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7560/12277] loss=0.4232, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7570/12277] loss=0.3783, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7580/12277] loss=0.4071, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7590/12277] loss=0.4146, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7600/12277] loss=0.4908, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7610/12277] loss=0.3934, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7620/12277] loss=0.4304, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7630/12277] loss=0.3579, lr=0.0000077, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7640/12277] loss=0.4082, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7650/12277] loss=0.4127, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7660/12277] loss=0.4003, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7670/12277] loss=0.4245, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7680/12277] loss=0.3915, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7690/12277] loss=0.3426, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7700/12277] loss=0.3963, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7710/12277] loss=0.3376, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7720/12277] loss=0.3945, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7730/12277] loss=0.4468, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7740/12277] loss=0.4279, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7750/12277] loss=0.3646, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7760/12277] loss=0.5049, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7770/12277] loss=0.4556, lr=0.0000076, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 7780/12277] loss=0.4667, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7790/12277] loss=0.4325, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7800/12277] loss=0.4744, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7810/12277] loss=0.3965, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7820/12277] loss=0.4567, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7830/12277] loss=0.4018, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7840/12277] loss=0.4404, lr=0.0000076, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7850/12277] loss=0.4749, lr=0.0000076, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7860/12277] loss=0.4216, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7870/12277] loss=0.4121, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7880/12277] loss=0.3960, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7890/12277] loss=0.4458, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7900/12277] loss=0.3469, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7910/12277] loss=0.3853, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7920/12277] loss=0.3767, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7930/12277] loss=0.4285, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7940/12277] loss=0.4074, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7950/12277] loss=0.4358, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7960/12277] loss=0.4416, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7970/12277] loss=0.3837, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 7980/12277] loss=0.5069, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 7990/12277] loss=0.4208, lr=0.0000075, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8000/12277] loss=0.3761, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8010/12277] loss=0.3943, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8020/12277] loss=0.3714, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8030/12277] loss=0.4760, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8040/12277] loss=0.3778, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8050/12277] loss=0.3522, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8060/12277] loss=0.3972, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8070/12277] loss=0.4575, lr=0.0000075, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8080/12277] loss=0.5084, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8090/12277] loss=0.4209, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8100/12277] loss=0.4653, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8110/12277] loss=0.4437, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8120/12277] loss=0.5077, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8130/12277] loss=0.4776, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8140/12277] loss=0.4650, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8150/12277] loss=0.4377, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8160/12277] loss=0.3628, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8170/12277] loss=0.4236, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8180/12277] loss=0.4551, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8190/12277] loss=0.4576, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8200/12277] loss=0.4021, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8210/12277] loss=0.3843, lr=0.0000074, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8220/12277] loss=0.3767, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8230/12277] loss=0.4061, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8240/12277] loss=0.3847, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8250/12277] loss=0.4161, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8260/12277] loss=0.4398, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8270/12277] loss=0.4410, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8280/12277] loss=0.4232, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8290/12277] loss=0.5031, lr=0.0000074, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8300/12277] loss=0.4610, lr=0.0000073, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8310/12277] loss=0.3922, lr=0.0000073, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8320/12277] loss=0.3910, lr=0.0000073, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8330/12277] loss=0.4545, lr=0.0000073, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8340/12277] loss=0.3633, lr=0.0000073, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8350/12277] loss=0.3655, lr=0.0000073, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8360/12277] loss=0.4520, lr=0.0000073, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8370/12277] loss=0.3614, lr=0.0000073, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8380/12277] loss=0.3194, lr=0.0000073, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8390/12277] loss=0.3567, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8400/12277] loss=0.3658, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8410/12277] loss=0.3839, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8420/12277] loss=0.4268, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8430/12277] loss=0.3673, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8440/12277] loss=0.4340, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8450/12277] loss=0.3566, lr=0.0000073, metrics:accuracy:0.8405
INFO:root:[Epoch 3 Batch 8460/12277] loss=0.4721, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8470/12277] loss=0.5264, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8480/12277] loss=0.4521, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8490/12277] loss=0.3855, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8500/12277] loss=0.4091, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8510/12277] loss=0.3377, lr=0.0000073, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8520/12277] loss=0.3868, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8530/12277] loss=0.4437, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8540/12277] loss=0.4343, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8550/12277] loss=0.4120, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8560/12277] loss=0.4209, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8570/12277] loss=0.4138, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8580/12277] loss=0.5005, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8590/12277] loss=0.4241, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8600/12277] loss=0.4134, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8610/12277] loss=0.3907, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8620/12277] loss=0.4496, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8630/12277] loss=0.4288, lr=0.0000072, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 8640/12277] loss=0.4357, lr=0.0000072, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8650/12277] loss=0.4822, lr=0.0000072, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8660/12277] loss=0.4662, lr=0.0000072, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8670/12277] loss=0.4373, lr=0.0000072, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8680/12277] loss=0.4312, lr=0.0000072, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 8690/12277] loss=0.4634, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8700/12277] loss=0.4964, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8710/12277] loss=0.3605, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8720/12277] loss=0.4851, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8730/12277] loss=0.3704, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8740/12277] loss=0.4353, lr=0.0000072, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8750/12277] loss=0.4363, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8760/12277] loss=0.4198, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8770/12277] loss=0.3879, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8780/12277] loss=0.4341, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8790/12277] loss=0.3915, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8800/12277] loss=0.3930, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8810/12277] loss=0.4599, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8820/12277] loss=0.4261, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8830/12277] loss=0.3948, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8840/12277] loss=0.3947, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8850/12277] loss=0.4979, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8860/12277] loss=0.4436, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8870/12277] loss=0.4236, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8880/12277] loss=0.3673, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8890/12277] loss=0.4206, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8900/12277] loss=0.4566, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8910/12277] loss=0.4263, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8920/12277] loss=0.3822, lr=0.0000071, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8930/12277] loss=0.5303, lr=0.0000071, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 8940/12277] loss=0.3949, lr=0.0000071, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 8950/12277] loss=0.3769, lr=0.0000071, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 8960/12277] loss=0.4195, lr=0.0000071, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 8970/12277] loss=0.3933, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 8980/12277] loss=0.4934, lr=0.0000070, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 8990/12277] loss=0.4190, lr=0.0000070, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9000/12277] loss=0.3690, lr=0.0000070, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9010/12277] loss=0.4347, lr=0.0000070, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9020/12277] loss=0.3501, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9030/12277] loss=0.4601, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9040/12277] loss=0.3745, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9050/12277] loss=0.4171, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9060/12277] loss=0.4198, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9070/12277] loss=0.4172, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9080/12277] loss=0.4431, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9090/12277] loss=0.3937, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9100/12277] loss=0.4521, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9110/12277] loss=0.3983, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9120/12277] loss=0.3511, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9130/12277] loss=0.4292, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9140/12277] loss=0.3646, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9150/12277] loss=0.3394, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9160/12277] loss=0.4904, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9170/12277] loss=0.3288, lr=0.0000070, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9180/12277] loss=0.4677, lr=0.0000070, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9190/12277] loss=0.3963, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9200/12277] loss=0.4630, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9210/12277] loss=0.3783, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9220/12277] loss=0.2958, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9230/12277] loss=0.4444, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9240/12277] loss=0.3815, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9250/12277] loss=0.4451, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9260/12277] loss=0.4841, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9270/12277] loss=0.3695, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9280/12277] loss=0.3365, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9290/12277] loss=0.4391, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9300/12277] loss=0.3997, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9310/12277] loss=0.4417, lr=0.0000069, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9320/12277] loss=0.3721, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9330/12277] loss=0.3691, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9340/12277] loss=0.4210, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9350/12277] loss=0.3931, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9360/12277] loss=0.3532, lr=0.0000069, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9370/12277] loss=0.4030, lr=0.0000069, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9380/12277] loss=0.4166, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9390/12277] loss=0.4410, lr=0.0000069, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9400/12277] loss=0.4737, lr=0.0000069, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9410/12277] loss=0.3381, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9420/12277] loss=0.3900, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9430/12277] loss=0.3976, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9440/12277] loss=0.4586, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9450/12277] loss=0.4451, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9460/12277] loss=0.4173, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9470/12277] loss=0.4366, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9480/12277] loss=0.4189, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9490/12277] loss=0.3924, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9500/12277] loss=0.4623, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9510/12277] loss=0.3564, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9520/12277] loss=0.3568, lr=0.0000068, metrics:accuracy:0.8404
INFO:root:[Epoch 3 Batch 9530/12277] loss=0.4689, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9540/12277] loss=0.4237, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9550/12277] loss=0.4837, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9560/12277] loss=0.4715, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9570/12277] loss=0.4334, lr=0.0000068, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9580/12277] loss=0.4260, lr=0.0000068, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9590/12277] loss=0.3899, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9600/12277] loss=0.4383, lr=0.0000068, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9610/12277] loss=0.5065, lr=0.0000068, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9620/12277] loss=0.4463, lr=0.0000068, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9630/12277] loss=0.3854, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9640/12277] loss=0.4075, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9650/12277] loss=0.4461, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9660/12277] loss=0.3655, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9670/12277] loss=0.4453, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9680/12277] loss=0.4805, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9690/12277] loss=0.3761, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9700/12277] loss=0.4076, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9710/12277] loss=0.3818, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9720/12277] loss=0.4265, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9730/12277] loss=0.3651, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9740/12277] loss=0.4019, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9750/12277] loss=0.3838, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9760/12277] loss=0.3749, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9770/12277] loss=0.4434, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9780/12277] loss=0.3936, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9790/12277] loss=0.3416, lr=0.0000067, metrics:accuracy:0.8403
INFO:root:[Epoch 3 Batch 9800/12277] loss=0.4987, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9810/12277] loss=0.4504, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9820/12277] loss=0.4629, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9830/12277] loss=0.4506, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9840/12277] loss=0.3811, lr=0.0000067, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9850/12277] loss=0.4458, lr=0.0000066, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9860/12277] loss=0.4663, lr=0.0000066, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 9870/12277] loss=0.5011, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9880/12277] loss=0.4793, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9890/12277] loss=0.4418, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9900/12277] loss=0.4531, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9910/12277] loss=0.4493, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9920/12277] loss=0.4062, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9930/12277] loss=0.4133, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9940/12277] loss=0.4141, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9950/12277] loss=0.3108, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9960/12277] loss=0.4032, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9970/12277] loss=0.4665, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9980/12277] loss=0.4808, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 9990/12277] loss=0.4168, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10000/12277] loss=0.4474, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10010/12277] loss=0.3790, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10020/12277] loss=0.4284, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10030/12277] loss=0.4093, lr=0.0000066, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10040/12277] loss=0.3560, lr=0.0000066, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 10050/12277] loss=0.3451, lr=0.0000066, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 10060/12277] loss=0.4171, lr=0.0000066, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 10070/12277] loss=0.4097, lr=0.0000065, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 10080/12277] loss=0.5004, lr=0.0000065, metrics:accuracy:0.8402
INFO:root:[Epoch 3 Batch 10090/12277] loss=0.4254, lr=0.0000065, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10100/12277] loss=0.4140, lr=0.0000065, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10110/12277] loss=0.5226, lr=0.0000065, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10120/12277] loss=0.4293, lr=0.0000065, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 10130/12277] loss=0.4846, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10140/12277] loss=0.4056, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10150/12277] loss=0.4466, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10160/12277] loss=0.3741, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10170/12277] loss=0.4801, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10180/12277] loss=0.4849, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10190/12277] loss=0.4521, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10200/12277] loss=0.3648, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10210/12277] loss=0.3973, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10220/12277] loss=0.4293, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10230/12277] loss=0.4128, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10240/12277] loss=0.4083, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10250/12277] loss=0.4372, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10260/12277] loss=0.4882, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10270/12277] loss=0.4584, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10280/12277] loss=0.4231, lr=0.0000065, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10290/12277] loss=0.4800, lr=0.0000064, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10300/12277] loss=0.4981, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10310/12277] loss=0.4109, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10320/12277] loss=0.4093, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10330/12277] loss=0.4451, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10340/12277] loss=0.4081, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10350/12277] loss=0.3535, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10360/12277] loss=0.4808, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10370/12277] loss=0.4076, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10380/12277] loss=0.4262, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10390/12277] loss=0.4059, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10400/12277] loss=0.4137, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10410/12277] loss=0.4453, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10420/12277] loss=0.3999, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10430/12277] loss=0.4164, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10440/12277] loss=0.4706, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10450/12277] loss=0.4851, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10460/12277] loss=0.4636, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10470/12277] loss=0.4365, lr=0.0000064, metrics:accuracy:0.8398
INFO:root:[Epoch 3 Batch 10480/12277] loss=0.4239, lr=0.0000064, metrics:accuracy:0.8398
INFO:root:[Epoch 3 Batch 10490/12277] loss=0.3519, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10500/12277] loss=0.3833, lr=0.0000064, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10510/12277] loss=0.3468, lr=0.0000063, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10520/12277] loss=0.3877, lr=0.0000063, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10530/12277] loss=0.4036, lr=0.0000063, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10540/12277] loss=0.3842, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10550/12277] loss=0.4326, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10560/12277] loss=0.3870, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10570/12277] loss=0.3831, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10580/12277] loss=0.3296, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10590/12277] loss=0.3782, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10600/12277] loss=0.4420, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10610/12277] loss=0.4027, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10620/12277] loss=0.3806, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10630/12277] loss=0.5166, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10640/12277] loss=0.4153, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10650/12277] loss=0.4188, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10660/12277] loss=0.3892, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10670/12277] loss=0.4613, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10680/12277] loss=0.3909, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10690/12277] loss=0.3877, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10700/12277] loss=0.3886, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10710/12277] loss=0.3874, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10720/12277] loss=0.4434, lr=0.0000063, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10730/12277] loss=0.3913, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10740/12277] loss=0.5037, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10750/12277] loss=0.4508, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10760/12277] loss=0.4232, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10770/12277] loss=0.4003, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10780/12277] loss=0.4887, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10790/12277] loss=0.3426, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10800/12277] loss=0.4271, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10810/12277] loss=0.3994, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10820/12277] loss=0.4061, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10830/12277] loss=0.3673, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10840/12277] loss=0.5368, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10850/12277] loss=0.4712, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10860/12277] loss=0.4009, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10870/12277] loss=0.4641, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10880/12277] loss=0.3882, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10890/12277] loss=0.4545, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10900/12277] loss=0.3070, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10910/12277] loss=0.4046, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10920/12277] loss=0.4342, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10930/12277] loss=0.4260, lr=0.0000062, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10940/12277] loss=0.3623, lr=0.0000062, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10950/12277] loss=0.4456, lr=0.0000061, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 10960/12277] loss=0.4727, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10970/12277] loss=0.4602, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10980/12277] loss=0.4208, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 10990/12277] loss=0.4054, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11000/12277] loss=0.4920, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11010/12277] loss=0.4066, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11020/12277] loss=0.4130, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11030/12277] loss=0.4337, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11040/12277] loss=0.3752, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11050/12277] loss=0.5247, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11060/12277] loss=0.4043, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11070/12277] loss=0.4093, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11080/12277] loss=0.3778, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11090/12277] loss=0.5113, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11100/12277] loss=0.3540, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11110/12277] loss=0.4757, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11120/12277] loss=0.4513, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11130/12277] loss=0.4246, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11140/12277] loss=0.4021, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11150/12277] loss=0.3345, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11160/12277] loss=0.4235, lr=0.0000061, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11170/12277] loss=0.4621, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11180/12277] loss=0.3608, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11190/12277] loss=0.4956, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11200/12277] loss=0.3896, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11210/12277] loss=0.3648, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11220/12277] loss=0.4030, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11230/12277] loss=0.4532, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11240/12277] loss=0.4064, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11250/12277] loss=0.4263, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11260/12277] loss=0.4241, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11270/12277] loss=0.3968, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11280/12277] loss=0.4162, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11290/12277] loss=0.4430, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11300/12277] loss=0.3914, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11310/12277] loss=0.3737, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11320/12277] loss=0.4732, lr=0.0000060, metrics:accuracy:0.8399
INFO:root:[Epoch 3 Batch 11330/12277] loss=0.3266, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11340/12277] loss=0.3440, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11350/12277] loss=0.4233, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11360/12277] loss=0.3851, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11370/12277] loss=0.3947, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11380/12277] loss=0.4671, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11390/12277] loss=0.4565, lr=0.0000060, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11400/12277] loss=0.3544, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11410/12277] loss=0.3526, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11420/12277] loss=0.4731, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11430/12277] loss=0.3824, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11440/12277] loss=0.4723, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11450/12277] loss=0.4239, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11460/12277] loss=0.3674, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11470/12277] loss=0.4558, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11480/12277] loss=0.4648, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11490/12277] loss=0.4491, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11500/12277] loss=0.4184, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11510/12277] loss=0.4124, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11520/12277] loss=0.4255, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11530/12277] loss=0.3705, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11540/12277] loss=0.4109, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11550/12277] loss=0.4134, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11560/12277] loss=0.4110, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11570/12277] loss=0.3768, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11580/12277] loss=0.3902, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11590/12277] loss=0.4089, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11600/12277] loss=0.4418, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11610/12277] loss=0.3645, lr=0.0000059, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11620/12277] loss=0.4056, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11630/12277] loss=0.4560, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11640/12277] loss=0.3967, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11650/12277] loss=0.4239, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11660/12277] loss=0.4292, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11670/12277] loss=0.4154, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11680/12277] loss=0.3315, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11690/12277] loss=0.4606, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11700/12277] loss=0.4468, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11710/12277] loss=0.4982, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11720/12277] loss=0.4390, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11730/12277] loss=0.3923, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11740/12277] loss=0.4105, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11750/12277] loss=0.4366, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11760/12277] loss=0.4032, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11770/12277] loss=0.3607, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11780/12277] loss=0.4167, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11790/12277] loss=0.3480, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11800/12277] loss=0.3943, lr=0.0000058, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11810/12277] loss=0.3738, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11820/12277] loss=0.4084, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11830/12277] loss=0.4075, lr=0.0000058, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11840/12277] loss=0.4906, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11850/12277] loss=0.3870, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11860/12277] loss=0.4632, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11870/12277] loss=0.4518, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11880/12277] loss=0.3974, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 11890/12277] loss=0.4303, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11900/12277] loss=0.4970, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11910/12277] loss=0.4573, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11920/12277] loss=0.4420, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11930/12277] loss=0.3430, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11940/12277] loss=0.3947, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11950/12277] loss=0.4585, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11960/12277] loss=0.4805, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11970/12277] loss=0.4249, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11980/12277] loss=0.3659, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 11990/12277] loss=0.4117, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12000/12277] loss=0.4232, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12010/12277] loss=0.3929, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12020/12277] loss=0.4412, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12030/12277] loss=0.3954, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12040/12277] loss=0.4460, lr=0.0000057, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12050/12277] loss=0.3790, lr=0.0000057, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12060/12277] loss=0.3636, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12070/12277] loss=0.3922, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12080/12277] loss=0.4096, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12090/12277] loss=0.4293, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12100/12277] loss=0.4939, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12110/12277] loss=0.4338, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12120/12277] loss=0.3481, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12130/12277] loss=0.4075, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12140/12277] loss=0.3973, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12150/12277] loss=0.4093, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12160/12277] loss=0.4165, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12170/12277] loss=0.5042, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12180/12277] loss=0.3681, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12190/12277] loss=0.4290, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12200/12277] loss=0.4335, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12210/12277] loss=0.3360, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12220/12277] loss=0.5120, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12230/12277] loss=0.4270, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12240/12277] loss=0.4288, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12250/12277] loss=0.3803, lr=0.0000056, metrics:accuracy:0.8401
INFO:root:[Epoch 3 Batch 12260/12277] loss=0.4469, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:[Epoch 3 Batch 12270/12277] loss=0.3933, lr=0.0000056, metrics:accuracy:0.8400
INFO:root:Now we are doing evaluation on dev with gpu(5).
INFO:root:[Batch 10/312] loss=0.4301, metrics:accuracy:0.8375
INFO:root:[Batch 20/312] loss=0.4978, metrics:accuracy:0.8500
INFO:root:[Batch 30/312] loss=0.6465, metrics:accuracy:0.8208
INFO:root:[Batch 40/312] loss=0.6235, metrics:accuracy:0.8094
INFO:root:[Batch 50/312] loss=0.5273, metrics:accuracy:0.8025
INFO:root:[Batch 60/312] loss=0.4401, metrics:accuracy:0.8125
INFO:root:[Batch 70/312] loss=0.4542, metrics:accuracy:0.8196
INFO:root:[Batch 80/312] loss=0.6353, metrics:accuracy:0.8156
INFO:root:[Batch 90/312] loss=0.8475, metrics:accuracy:0.8069
INFO:root:[Batch 100/312] loss=0.7601, metrics:accuracy:0.8037
INFO:root:[Batch 110/312] loss=0.5404, metrics:accuracy:0.8045
INFO:root:[Batch 120/312] loss=0.7088, metrics:accuracy:0.7948
INFO:root:[Batch 130/312] loss=0.5807, metrics:accuracy:0.7923
INFO:root:[Batch 140/312] loss=0.4388, metrics:accuracy:0.7955
INFO:root:[Batch 150/312] loss=0.8437, metrics:accuracy:0.7925
INFO:root:[Batch 160/312] loss=0.4800, metrics:accuracy:0.7969
INFO:root:[Batch 170/312] loss=0.4383, metrics:accuracy:0.7978
INFO:root:[Batch 180/312] loss=0.5053, metrics:accuracy:0.7993
INFO:root:[Batch 190/312] loss=0.6260, metrics:accuracy:0.7974
INFO:root:[Batch 200/312] loss=0.7390, metrics:accuracy:0.7937
INFO:root:[Batch 210/312] loss=0.5420, metrics:accuracy:0.7940
INFO:root:[Batch 220/312] loss=0.5328, metrics:accuracy:0.7926
INFO:root:[Batch 230/312] loss=0.4911, metrics:accuracy:0.7902
INFO:root:[Batch 240/312] loss=0.4467, metrics:accuracy:0.7911
INFO:root:[Batch 250/312] loss=0.5123, metrics:accuracy:0.7915
INFO:root:[Batch 260/312] loss=0.7488, metrics:accuracy:0.7904
INFO:root:[Batch 270/312] loss=0.5141, metrics:accuracy:0.7907
INFO:root:[Batch 280/312] loss=0.4734, metrics:accuracy:0.7911
INFO:root:[Batch 290/312] loss=0.8893, metrics:accuracy:0.7858
INFO:root:[Batch 300/312] loss=0.7100, metrics:accuracy:0.7854
INFO:root:[Batch 310/312] loss=0.6193, metrics:accuracy:0.7827
INFO:root:validation metrics:accuracy:0.7827
INFO:root:Time cost=13.27s, throughput=188.13 samples/s
INFO:root:params saved in: output_dir/google_bert_xnli_ep4_seed6/model_bert_XNLI_2.params
INFO:root:Time cost=3302.77s
INFO:root:[Epoch 4 Batch 10/12277] loss=0.3497, lr=0.0000055, metrics:accuracy:0.8688
INFO:root:[Epoch 4 Batch 20/12277] loss=0.2957, lr=0.0000055, metrics:accuracy:0.8859
INFO:root:[Epoch 4 Batch 30/12277] loss=0.3274, lr=0.0000055, metrics:accuracy:0.8844
INFO:root:[Epoch 4 Batch 40/12277] loss=0.3265, lr=0.0000055, metrics:accuracy:0.8828
INFO:root:[Epoch 4 Batch 50/12277] loss=0.3236, lr=0.0000055, metrics:accuracy:0.8862
INFO:root:[Epoch 4 Batch 60/12277] loss=0.3427, lr=0.0000055, metrics:accuracy:0.8839
INFO:root:[Epoch 4 Batch 70/12277] loss=0.3766, lr=0.0000055, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 80/12277] loss=0.2943, lr=0.0000055, metrics:accuracy:0.8844
INFO:root:[Epoch 4 Batch 90/12277] loss=0.3232, lr=0.0000055, metrics:accuracy:0.8837
INFO:root:[Epoch 4 Batch 100/12277] loss=0.3340, lr=0.0000055, metrics:accuracy:0.8841
INFO:root:[Epoch 4 Batch 110/12277] loss=0.2644, lr=0.0000055, metrics:accuracy:0.8838
INFO:root:[Epoch 4 Batch 120/12277] loss=0.3991, lr=0.0000055, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 130/12277] loss=0.2802, lr=0.0000055, metrics:accuracy:0.8839
INFO:root:[Epoch 4 Batch 140/12277] loss=0.3026, lr=0.0000055, metrics:accuracy:0.8842
INFO:root:[Epoch 4 Batch 150/12277] loss=0.3566, lr=0.0000055, metrics:accuracy:0.8846
INFO:root:[Epoch 4 Batch 160/12277] loss=0.3218, lr=0.0000055, metrics:accuracy:0.8852
INFO:root:[Epoch 4 Batch 170/12277] loss=0.3006, lr=0.0000055, metrics:accuracy:0.8853
INFO:root:[Epoch 4 Batch 180/12277] loss=0.3348, lr=0.0000055, metrics:accuracy:0.8845
INFO:root:[Epoch 4 Batch 190/12277] loss=0.3774, lr=0.0000055, metrics:accuracy:0.8831
INFO:root:[Epoch 4 Batch 200/12277] loss=0.2954, lr=0.0000055, metrics:accuracy:0.8830
INFO:root:[Epoch 4 Batch 210/12277] loss=0.3794, lr=0.0000055, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 220/12277] loss=0.3608, lr=0.0000054, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 230/12277] loss=0.3492, lr=0.0000054, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 240/12277] loss=0.2916, lr=0.0000054, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 250/12277] loss=0.3768, lr=0.0000054, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 260/12277] loss=0.3502, lr=0.0000054, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 270/12277] loss=0.3769, lr=0.0000054, metrics:accuracy:0.8786
INFO:root:[Epoch 4 Batch 280/12277] loss=0.3486, lr=0.0000054, metrics:accuracy:0.8787
INFO:root:[Epoch 4 Batch 290/12277] loss=0.3039, lr=0.0000054, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 300/12277] loss=0.3405, lr=0.0000054, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 310/12277] loss=0.3541, lr=0.0000054, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 320/12277] loss=0.3481, lr=0.0000054, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 330/12277] loss=0.2872, lr=0.0000054, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 340/12277] loss=0.2710, lr=0.0000054, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 350/12277] loss=0.2902, lr=0.0000054, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 360/12277] loss=0.3780, lr=0.0000054, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 370/12277] loss=0.3190, lr=0.0000054, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 380/12277] loss=0.3056, lr=0.0000054, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 390/12277] loss=0.3192, lr=0.0000054, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 400/12277] loss=0.3155, lr=0.0000054, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 410/12277] loss=0.3154, lr=0.0000054, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 420/12277] loss=0.3244, lr=0.0000054, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 430/12277] loss=0.3890, lr=0.0000054, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 440/12277] loss=0.3267, lr=0.0000053, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 450/12277] loss=0.2854, lr=0.0000053, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 460/12277] loss=0.3021, lr=0.0000053, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 470/12277] loss=0.3369, lr=0.0000053, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 480/12277] loss=0.3411, lr=0.0000053, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 490/12277] loss=0.3696, lr=0.0000053, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 500/12277] loss=0.3447, lr=0.0000053, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 510/12277] loss=0.3850, lr=0.0000053, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 520/12277] loss=0.3683, lr=0.0000053, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 530/12277] loss=0.3312, lr=0.0000053, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 540/12277] loss=0.3407, lr=0.0000053, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 550/12277] loss=0.3891, lr=0.0000053, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 560/12277] loss=0.3100, lr=0.0000053, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 570/12277] loss=0.2723, lr=0.0000053, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 580/12277] loss=0.2537, lr=0.0000053, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 590/12277] loss=0.2895, lr=0.0000053, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 600/12277] loss=0.3383, lr=0.0000053, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 610/12277] loss=0.3560, lr=0.0000053, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 620/12277] loss=0.2747, lr=0.0000053, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 630/12277] loss=0.3878, lr=0.0000053, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 640/12277] loss=0.3490, lr=0.0000053, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 650/12277] loss=0.3126, lr=0.0000053, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 660/12277] loss=0.4558, lr=0.0000053, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 670/12277] loss=0.3000, lr=0.0000052, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 680/12277] loss=0.3391, lr=0.0000052, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 690/12277] loss=0.2966, lr=0.0000052, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 700/12277] loss=0.3333, lr=0.0000052, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 710/12277] loss=0.3303, lr=0.0000052, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 720/12277] loss=0.3105, lr=0.0000052, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 730/12277] loss=0.3293, lr=0.0000052, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 740/12277] loss=0.2929, lr=0.0000052, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 750/12277] loss=0.3392, lr=0.0000052, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 760/12277] loss=0.3175, lr=0.0000052, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 770/12277] loss=0.3379, lr=0.0000052, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 780/12277] loss=0.3350, lr=0.0000052, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 790/12277] loss=0.2929, lr=0.0000052, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 800/12277] loss=0.3381, lr=0.0000052, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 810/12277] loss=0.3209, lr=0.0000052, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 820/12277] loss=0.3034, lr=0.0000052, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 830/12277] loss=0.3496, lr=0.0000052, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 840/12277] loss=0.3343, lr=0.0000052, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 850/12277] loss=0.2557, lr=0.0000052, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 860/12277] loss=0.3531, lr=0.0000052, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 870/12277] loss=0.4014, lr=0.0000052, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 880/12277] loss=0.3710, lr=0.0000052, metrics:accuracy:0.8790
INFO:root:[Epoch 4 Batch 890/12277] loss=0.3473, lr=0.0000051, metrics:accuracy:0.8789
INFO:root:[Epoch 4 Batch 900/12277] loss=0.2998, lr=0.0000051, metrics:accuracy:0.8791
INFO:root:[Epoch 4 Batch 910/12277] loss=0.3625, lr=0.0000051, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 920/12277] loss=0.2925, lr=0.0000051, metrics:accuracy:0.8791
INFO:root:[Epoch 4 Batch 930/12277] loss=0.3279, lr=0.0000051, metrics:accuracy:0.8792
INFO:root:[Epoch 4 Batch 940/12277] loss=0.3247, lr=0.0000051, metrics:accuracy:0.8793
INFO:root:[Epoch 4 Batch 950/12277] loss=0.2789, lr=0.0000051, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 960/12277] loss=0.3426, lr=0.0000051, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 970/12277] loss=0.3076, lr=0.0000051, metrics:accuracy:0.8794
INFO:root:[Epoch 4 Batch 980/12277] loss=0.2647, lr=0.0000051, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 990/12277] loss=0.3592, lr=0.0000051, metrics:accuracy:0.8793
INFO:root:[Epoch 4 Batch 1000/12277] loss=0.2754, lr=0.0000051, metrics:accuracy:0.8793
INFO:root:[Epoch 4 Batch 1010/12277] loss=0.2964, lr=0.0000051, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 1020/12277] loss=0.2977, lr=0.0000051, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 1030/12277] loss=0.3492, lr=0.0000051, metrics:accuracy:0.8795
INFO:root:[Epoch 4 Batch 1040/12277] loss=0.3230, lr=0.0000051, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 1050/12277] loss=0.3099, lr=0.0000051, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 1060/12277] loss=0.2854, lr=0.0000051, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 1070/12277] loss=0.3606, lr=0.0000051, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 1080/12277] loss=0.3811, lr=0.0000051, metrics:accuracy:0.8796
INFO:root:[Epoch 4 Batch 1090/12277] loss=0.2891, lr=0.0000051, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 1100/12277] loss=0.4089, lr=0.0000051, metrics:accuracy:0.8797
INFO:root:[Epoch 4 Batch 1110/12277] loss=0.2564, lr=0.0000050, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 1120/12277] loss=0.3519, lr=0.0000050, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 1130/12277] loss=0.2698, lr=0.0000050, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 1140/12277] loss=0.3169, lr=0.0000050, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 1150/12277] loss=0.2814, lr=0.0000050, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 1160/12277] loss=0.3560, lr=0.0000050, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 1170/12277] loss=0.4038, lr=0.0000050, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 1180/12277] loss=0.2992, lr=0.0000050, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 1190/12277] loss=0.2904, lr=0.0000050, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 1200/12277] loss=0.3635, lr=0.0000050, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 1210/12277] loss=0.2628, lr=0.0000050, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 1220/12277] loss=0.2561, lr=0.0000050, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1230/12277] loss=0.2813, lr=0.0000050, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1240/12277] loss=0.3003, lr=0.0000050, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1250/12277] loss=0.2858, lr=0.0000050, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1260/12277] loss=0.4041, lr=0.0000050, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1270/12277] loss=0.3643, lr=0.0000050, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1280/12277] loss=0.2783, lr=0.0000050, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1290/12277] loss=0.3771, lr=0.0000050, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1300/12277] loss=0.3133, lr=0.0000050, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1310/12277] loss=0.3146, lr=0.0000050, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1320/12277] loss=0.3139, lr=0.0000050, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1330/12277] loss=0.3715, lr=0.0000049, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 1340/12277] loss=0.3012, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1350/12277] loss=0.3599, lr=0.0000049, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 1360/12277] loss=0.3485, lr=0.0000049, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 1370/12277] loss=0.2655, lr=0.0000049, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1380/12277] loss=0.3261, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1390/12277] loss=0.3341, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1400/12277] loss=0.3266, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1410/12277] loss=0.3020, lr=0.0000049, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1420/12277] loss=0.3528, lr=0.0000049, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 1430/12277] loss=0.3111, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1440/12277] loss=0.3259, lr=0.0000049, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1450/12277] loss=0.2955, lr=0.0000049, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1460/12277] loss=0.3059, lr=0.0000049, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1470/12277] loss=0.2256, lr=0.0000049, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1480/12277] loss=0.2918, lr=0.0000049, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1490/12277] loss=0.3218, lr=0.0000049, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1500/12277] loss=0.3782, lr=0.0000049, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1510/12277] loss=0.2726, lr=0.0000049, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1520/12277] loss=0.3735, lr=0.0000049, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1530/12277] loss=0.3566, lr=0.0000049, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1540/12277] loss=0.2666, lr=0.0000049, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1550/12277] loss=0.2791, lr=0.0000048, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 1560/12277] loss=0.3555, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1570/12277] loss=0.3904, lr=0.0000048, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1580/12277] loss=0.3671, lr=0.0000048, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1590/12277] loss=0.3201, lr=0.0000048, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1600/12277] loss=0.3593, lr=0.0000048, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1610/12277] loss=0.3479, lr=0.0000048, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1620/12277] loss=0.3097, lr=0.0000048, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1630/12277] loss=0.2732, lr=0.0000048, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1640/12277] loss=0.2431, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1650/12277] loss=0.3745, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1660/12277] loss=0.3845, lr=0.0000048, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1670/12277] loss=0.4000, lr=0.0000048, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1680/12277] loss=0.3036, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1690/12277] loss=0.3635, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1700/12277] loss=0.3086, lr=0.0000048, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1710/12277] loss=0.3404, lr=0.0000048, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1720/12277] loss=0.3284, lr=0.0000048, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1730/12277] loss=0.3407, lr=0.0000048, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1740/12277] loss=0.2921, lr=0.0000048, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1750/12277] loss=0.3633, lr=0.0000048, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 1760/12277] loss=0.3672, lr=0.0000048, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 1770/12277] loss=0.2661, lr=0.0000047, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 1780/12277] loss=0.2733, lr=0.0000047, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1790/12277] loss=0.3358, lr=0.0000047, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 1800/12277] loss=0.2668, lr=0.0000047, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1810/12277] loss=0.3509, lr=0.0000047, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1820/12277] loss=0.3252, lr=0.0000047, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1830/12277] loss=0.2768, lr=0.0000047, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 1840/12277] loss=0.2965, lr=0.0000047, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 1850/12277] loss=0.2578, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1860/12277] loss=0.3622, lr=0.0000047, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 1870/12277] loss=0.3169, lr=0.0000047, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 1880/12277] loss=0.3486, lr=0.0000047, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 1890/12277] loss=0.3258, lr=0.0000047, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 1900/12277] loss=0.2680, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1910/12277] loss=0.2628, lr=0.0000047, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 1920/12277] loss=0.3323, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1930/12277] loss=0.3121, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1940/12277] loss=0.3312, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1950/12277] loss=0.3018, lr=0.0000047, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 1960/12277] loss=0.3830, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1970/12277] loss=0.2612, lr=0.0000047, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 1980/12277] loss=0.2213, lr=0.0000047, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 1990/12277] loss=0.3299, lr=0.0000046, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 2000/12277] loss=0.3191, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2010/12277] loss=0.2909, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2020/12277] loss=0.2789, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2030/12277] loss=0.3434, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2040/12277] loss=0.3756, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2050/12277] loss=0.3798, lr=0.0000046, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 2060/12277] loss=0.2587, lr=0.0000046, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 2070/12277] loss=0.2966, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2080/12277] loss=0.2563, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2090/12277] loss=0.3285, lr=0.0000046, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2100/12277] loss=0.3512, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2110/12277] loss=0.3067, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2120/12277] loss=0.3822, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2130/12277] loss=0.3715, lr=0.0000046, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 2140/12277] loss=0.2775, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2150/12277] loss=0.3105, lr=0.0000046, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 2160/12277] loss=0.2464, lr=0.0000046, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2170/12277] loss=0.3044, lr=0.0000046, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2180/12277] loss=0.3343, lr=0.0000046, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2190/12277] loss=0.3183, lr=0.0000046, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2200/12277] loss=0.3438, lr=0.0000046, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2210/12277] loss=0.3107, lr=0.0000045, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 2220/12277] loss=0.2823, lr=0.0000045, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 2230/12277] loss=0.3073, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2240/12277] loss=0.2660, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2250/12277] loss=0.3402, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2260/12277] loss=0.3178, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2270/12277] loss=0.2872, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2280/12277] loss=0.3254, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2290/12277] loss=0.3650, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2300/12277] loss=0.2841, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2310/12277] loss=0.3909, lr=0.0000045, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 2320/12277] loss=0.2938, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2330/12277] loss=0.3038, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2340/12277] loss=0.3199, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2350/12277] loss=0.2821, lr=0.0000045, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2360/12277] loss=0.3480, lr=0.0000045, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2370/12277] loss=0.2780, lr=0.0000045, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2380/12277] loss=0.3102, lr=0.0000045, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2390/12277] loss=0.3579, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2400/12277] loss=0.3002, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2410/12277] loss=0.3203, lr=0.0000045, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 2420/12277] loss=0.2573, lr=0.0000045, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2430/12277] loss=0.3297, lr=0.0000044, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 2440/12277] loss=0.2387, lr=0.0000044, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 2450/12277] loss=0.3569, lr=0.0000044, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 2460/12277] loss=0.3216, lr=0.0000044, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 2470/12277] loss=0.3420, lr=0.0000044, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 2480/12277] loss=0.2939, lr=0.0000044, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 2490/12277] loss=0.2928, lr=0.0000044, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 2500/12277] loss=0.1761, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2510/12277] loss=0.2818, lr=0.0000044, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2520/12277] loss=0.3363, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2530/12277] loss=0.2642, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2540/12277] loss=0.3748, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2550/12277] loss=0.2862, lr=0.0000044, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2560/12277] loss=0.3359, lr=0.0000044, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2570/12277] loss=0.2498, lr=0.0000044, metrics:accuracy:0.8826
INFO:root:[Epoch 4 Batch 2580/12277] loss=0.3185, lr=0.0000044, metrics:accuracy:0.8826
INFO:root:[Epoch 4 Batch 2590/12277] loss=0.3700, lr=0.0000044, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2600/12277] loss=0.4234, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2610/12277] loss=0.3259, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2620/12277] loss=0.3229, lr=0.0000044, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2630/12277] loss=0.3585, lr=0.0000044, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2640/12277] loss=0.2821, lr=0.0000044, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2650/12277] loss=0.2745, lr=0.0000043, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2660/12277] loss=0.3648, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2670/12277] loss=0.4243, lr=0.0000043, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 2680/12277] loss=0.2834, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2690/12277] loss=0.3754, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2700/12277] loss=0.3356, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2710/12277] loss=0.3604, lr=0.0000043, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 2720/12277] loss=0.2681, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2730/12277] loss=0.3590, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2740/12277] loss=0.3263, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2750/12277] loss=0.2959, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2760/12277] loss=0.3193, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2770/12277] loss=0.3354, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2780/12277] loss=0.2897, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2790/12277] loss=0.3439, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2800/12277] loss=0.2709, lr=0.0000043, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2810/12277] loss=0.3330, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2820/12277] loss=0.3910, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2830/12277] loss=0.3077, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2840/12277] loss=0.3397, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2850/12277] loss=0.3668, lr=0.0000043, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2860/12277] loss=0.3289, lr=0.0000043, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2870/12277] loss=0.3567, lr=0.0000042, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 2880/12277] loss=0.3143, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2890/12277] loss=0.2432, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2900/12277] loss=0.2627, lr=0.0000042, metrics:accuracy:0.8826
INFO:root:[Epoch 4 Batch 2910/12277] loss=0.3366, lr=0.0000042, metrics:accuracy:0.8826
INFO:root:[Epoch 4 Batch 2920/12277] loss=0.3439, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2930/12277] loss=0.3221, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2940/12277] loss=0.3021, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2950/12277] loss=0.3555, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2960/12277] loss=0.3521, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 2970/12277] loss=0.3864, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2980/12277] loss=0.3081, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 2990/12277] loss=0.2945, lr=0.0000042, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 3000/12277] loss=0.3475, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3010/12277] loss=0.2868, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3020/12277] loss=0.3570, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3030/12277] loss=0.2977, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3040/12277] loss=0.3932, lr=0.0000042, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3050/12277] loss=0.3861, lr=0.0000042, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3060/12277] loss=0.3418, lr=0.0000042, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3070/12277] loss=0.3216, lr=0.0000042, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3080/12277] loss=0.2512, lr=0.0000042, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3090/12277] loss=0.3458, lr=0.0000041, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3100/12277] loss=0.2748, lr=0.0000041, metrics:accuracy:0.8825
INFO:root:[Epoch 4 Batch 3110/12277] loss=0.3244, lr=0.0000041, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3120/12277] loss=0.4102, lr=0.0000041, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3130/12277] loss=0.3417, lr=0.0000041, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3140/12277] loss=0.2414, lr=0.0000041, metrics:accuracy:0.8824
INFO:root:[Epoch 4 Batch 3150/12277] loss=0.3834, lr=0.0000041, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3160/12277] loss=0.3366, lr=0.0000041, metrics:accuracy:0.8823
INFO:root:[Epoch 4 Batch 3170/12277] loss=0.3843, lr=0.0000041, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 3180/12277] loss=0.3552, lr=0.0000041, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 3190/12277] loss=0.3266, lr=0.0000041, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 3200/12277] loss=0.3136, lr=0.0000041, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 3210/12277] loss=0.3435, lr=0.0000041, metrics:accuracy:0.8822
INFO:root:[Epoch 4 Batch 3220/12277] loss=0.4105, lr=0.0000041, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 3230/12277] loss=0.3239, lr=0.0000041, metrics:accuracy:0.8821
INFO:root:[Epoch 4 Batch 3240/12277] loss=0.3760, lr=0.0000041, metrics:accuracy:0.8820
INFO:root:[Epoch 4 Batch 3250/12277] loss=0.3810, lr=0.0000041, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 3260/12277] loss=0.3178, lr=0.0000041, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 3270/12277] loss=0.2478, lr=0.0000041, metrics:accuracy:0.8819
INFO:root:[Epoch 4 Batch 3280/12277] loss=0.3622, lr=0.0000041, metrics:accuracy:0.8818
INFO:root:[Epoch 4 Batch 3290/12277] loss=0.4114, lr=0.0000041, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 3300/12277] loss=0.3459, lr=0.0000041, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 3310/12277] loss=0.3550, lr=0.0000041, metrics:accuracy:0.8817
INFO:root:[Epoch 4 Batch 3320/12277] loss=0.3716, lr=0.0000040, metrics:accuracy:0.8816
INFO:root:[Epoch 4 Batch 3330/12277] loss=0.3639, lr=0.0000040, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 3340/12277] loss=0.3774, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3350/12277] loss=0.2993, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3360/12277] loss=0.3458, lr=0.0000040, metrics:accuracy:0.8815
INFO:root:[Epoch 4 Batch 3370/12277] loss=0.3816, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3380/12277] loss=0.3644, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3390/12277] loss=0.3722, lr=0.0000040, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3400/12277] loss=0.2819, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3410/12277] loss=0.3710, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3420/12277] loss=0.3254, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3430/12277] loss=0.2933, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3440/12277] loss=0.3615, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3450/12277] loss=0.2960, lr=0.0000040, metrics:accuracy:0.8814
INFO:root:[Epoch 4 Batch 3460/12277] loss=0.4045, lr=0.0000040, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3470/12277] loss=0.3817, lr=0.0000040, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3480/12277] loss=0.2756, lr=0.0000040, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3490/12277] loss=0.3568, lr=0.0000040, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3500/12277] loss=0.3822, lr=0.0000040, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3510/12277] loss=0.3200, lr=0.0000040, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3520/12277] loss=0.2626, lr=0.0000040, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3530/12277] loss=0.3231, lr=0.0000040, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3540/12277] loss=0.3133, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3550/12277] loss=0.3009, lr=0.0000039, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3560/12277] loss=0.3539, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3570/12277] loss=0.3000, lr=0.0000039, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3580/12277] loss=0.3308, lr=0.0000039, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3590/12277] loss=0.3192, lr=0.0000039, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3600/12277] loss=0.4075, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3610/12277] loss=0.2515, lr=0.0000039, metrics:accuracy:0.8813
INFO:root:[Epoch 4 Batch 3620/12277] loss=0.3583, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3630/12277] loss=0.3713, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3640/12277] loss=0.3038, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3650/12277] loss=0.3258, lr=0.0000039, metrics:accuracy:0.8812
INFO:root:[Epoch 4 Batch 3660/12277] loss=0.3762, lr=0.0000039, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 3670/12277] loss=0.3068, lr=0.0000039, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 3680/12277] loss=0.4059, lr=0.0000039, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 3690/12277] loss=0.3827, lr=0.0000039, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 3700/12277] loss=0.2741, lr=0.0000039, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 3710/12277] loss=0.2652, lr=0.0000039, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 3720/12277] loss=0.2849, lr=0.0000039, metrics:accuracy:0.8810
INFO:root:[Epoch 4 Batch 3730/12277] loss=0.2839, lr=0.0000039, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 3740/12277] loss=0.3289, lr=0.0000039, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 3750/12277] loss=0.3408, lr=0.0000039, metrics:accuracy:0.8811
INFO:root:[Epoch 4 Batch 3760/12277] loss=0.3758, lr=0.0000038, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 3770/12277] loss=0.3576, lr=0.0000038, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 3780/12277] loss=0.3751, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3790/12277] loss=0.3371, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3800/12277] loss=0.2585, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3810/12277] loss=0.2896, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3820/12277] loss=0.3385, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3830/12277] loss=0.3171, lr=0.0000038, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 3840/12277] loss=0.3476, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3850/12277] loss=0.2891, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3860/12277] loss=0.3006, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3870/12277] loss=0.4009, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3880/12277] loss=0.2882, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3890/12277] loss=0.3598, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3900/12277] loss=0.3146, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3910/12277] loss=0.3191, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3920/12277] loss=0.2919, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3930/12277] loss=0.3285, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3940/12277] loss=0.3559, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3950/12277] loss=0.3850, lr=0.0000038, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 3960/12277] loss=0.3029, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3970/12277] loss=0.3204, lr=0.0000038, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3980/12277] loss=0.3056, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 3990/12277] loss=0.3412, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4000/12277] loss=0.3089, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4010/12277] loss=0.3996, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4020/12277] loss=0.3531, lr=0.0000037, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4030/12277] loss=0.3010, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4040/12277] loss=0.3458, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4050/12277] loss=0.2862, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4060/12277] loss=0.3162, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4070/12277] loss=0.2925, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4080/12277] loss=0.3193, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4090/12277] loss=0.3107, lr=0.0000037, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 4100/12277] loss=0.3069, lr=0.0000037, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 4110/12277] loss=0.3869, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4120/12277] loss=0.3108, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4130/12277] loss=0.3307, lr=0.0000037, metrics:accuracy:0.8809
INFO:root:[Epoch 4 Batch 4140/12277] loss=0.3239, lr=0.0000037, metrics:accuracy:0.8808
INFO:root:[Epoch 4 Batch 4150/12277] loss=0.4741, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4160/12277] loss=0.3524, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4170/12277] loss=0.3837, lr=0.0000037, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4180/12277] loss=0.3395, lr=0.0000037, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4190/12277] loss=0.2809, lr=0.0000037, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4200/12277] loss=0.3569, lr=0.0000036, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4210/12277] loss=0.2964, lr=0.0000036, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4220/12277] loss=0.3252, lr=0.0000036, metrics:accuracy:0.8807
INFO:root:[Epoch 4 Batch 4230/12277] loss=0.4280, lr=0.0000036, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4240/12277] loss=0.3500, lr=0.0000036, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4250/12277] loss=0.3028, lr=0.0000036, metrics:accuracy:0.8806
INFO:root:[Epoch 4 Batch 4260/12277] loss=0.4430, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4270/12277] loss=0.3009, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4280/12277] loss=0.2999, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4290/12277] loss=0.3513, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4300/12277] loss=0.3103, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4310/12277] loss=0.3975, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4320/12277] loss=0.3806, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4330/12277] loss=0.3691, lr=0.0000036, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 4340/12277] loss=0.3250, lr=0.0000036, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 4350/12277] loss=0.2891, lr=0.0000036, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 4360/12277] loss=0.3758, lr=0.0000036, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 4370/12277] loss=0.3598, lr=0.0000036, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4380/12277] loss=0.4119, lr=0.0000036, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4390/12277] loss=0.3169, lr=0.0000036, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4400/12277] loss=0.2815, lr=0.0000036, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4410/12277] loss=0.3115, lr=0.0000036, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4420/12277] loss=0.3084, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4430/12277] loss=0.3175, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4440/12277] loss=0.3758, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4450/12277] loss=0.3793, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4460/12277] loss=0.3747, lr=0.0000035, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4470/12277] loss=0.2854, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4480/12277] loss=0.3171, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4490/12277] loss=0.2916, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4500/12277] loss=0.3758, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4510/12277] loss=0.3341, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4520/12277] loss=0.3317, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4530/12277] loss=0.3098, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4540/12277] loss=0.3593, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4550/12277] loss=0.2591, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4560/12277] loss=0.3101, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4570/12277] loss=0.3391, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4580/12277] loss=0.3200, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4590/12277] loss=0.3531, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4600/12277] loss=0.4267, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4610/12277] loss=0.2600, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4620/12277] loss=0.3892, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4630/12277] loss=0.3336, lr=0.0000035, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4640/12277] loss=0.3449, lr=0.0000034, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4650/12277] loss=0.4034, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4660/12277] loss=0.3301, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4670/12277] loss=0.2947, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4680/12277] loss=0.3755, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4690/12277] loss=0.3784, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4700/12277] loss=0.2361, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4710/12277] loss=0.3199, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4720/12277] loss=0.3541, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4730/12277] loss=0.3639, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4740/12277] loss=0.3346, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4750/12277] loss=0.3706, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4760/12277] loss=0.2731, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4770/12277] loss=0.3454, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4780/12277] loss=0.2887, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4790/12277] loss=0.3738, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4800/12277] loss=0.3294, lr=0.0000034, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 4810/12277] loss=0.2617, lr=0.0000034, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4820/12277] loss=0.2642, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4830/12277] loss=0.2567, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4840/12277] loss=0.3206, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4850/12277] loss=0.3915, lr=0.0000034, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4860/12277] loss=0.3361, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4870/12277] loss=0.3998, lr=0.0000033, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 4880/12277] loss=0.2899, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4890/12277] loss=0.2534, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4900/12277] loss=0.3008, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4910/12277] loss=0.3316, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4920/12277] loss=0.3085, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4930/12277] loss=0.3313, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4940/12277] loss=0.2630, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4950/12277] loss=0.3401, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4960/12277] loss=0.3131, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4970/12277] loss=0.3567, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 4980/12277] loss=0.2880, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 4990/12277] loss=0.4174, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5000/12277] loss=0.2900, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5010/12277] loss=0.3387, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5020/12277] loss=0.2830, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5030/12277] loss=0.2904, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5040/12277] loss=0.3532, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5050/12277] loss=0.3437, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5060/12277] loss=0.3128, lr=0.0000033, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5070/12277] loss=0.2974, lr=0.0000033, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5080/12277] loss=0.4345, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5090/12277] loss=0.3284, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5100/12277] loss=0.2586, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5110/12277] loss=0.3126, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5120/12277] loss=0.2904, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5130/12277] loss=0.3064, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5140/12277] loss=0.3025, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5150/12277] loss=0.3410, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5160/12277] loss=0.3712, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5170/12277] loss=0.3086, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5180/12277] loss=0.2924, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5190/12277] loss=0.3773, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5200/12277] loss=0.2639, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5210/12277] loss=0.3887, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5220/12277] loss=0.3493, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5230/12277] loss=0.3002, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5240/12277] loss=0.4061, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5250/12277] loss=0.3276, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5260/12277] loss=0.3295, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5270/12277] loss=0.2990, lr=0.0000032, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5280/12277] loss=0.2930, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5290/12277] loss=0.3451, lr=0.0000032, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5300/12277] loss=0.3602, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5310/12277] loss=0.3401, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5320/12277] loss=0.3136, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5330/12277] loss=0.3030, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5340/12277] loss=0.3271, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5350/12277] loss=0.2916, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5360/12277] loss=0.3179, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5370/12277] loss=0.3059, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5380/12277] loss=0.3226, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5390/12277] loss=0.2634, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5400/12277] loss=0.2794, lr=0.0000031, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5410/12277] loss=0.3656, lr=0.0000031, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5420/12277] loss=0.3717, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5430/12277] loss=0.4240, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5440/12277] loss=0.2594, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5450/12277] loss=0.2915, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5460/12277] loss=0.3625, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5470/12277] loss=0.3178, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5480/12277] loss=0.2785, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5490/12277] loss=0.3268, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5500/12277] loss=0.3068, lr=0.0000031, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5510/12277] loss=0.2215, lr=0.0000031, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5520/12277] loss=0.3366, lr=0.0000030, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5530/12277] loss=0.3288, lr=0.0000030, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5540/12277] loss=0.3111, lr=0.0000030, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5550/12277] loss=0.3360, lr=0.0000030, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5560/12277] loss=0.3245, lr=0.0000030, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5570/12277] loss=0.4178, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5580/12277] loss=0.3216, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5590/12277] loss=0.3451, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5600/12277] loss=0.3596, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5610/12277] loss=0.3283, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5620/12277] loss=0.3038, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5630/12277] loss=0.3727, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5640/12277] loss=0.4185, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5650/12277] loss=0.3500, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5660/12277] loss=0.3317, lr=0.0000030, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 5670/12277] loss=0.3456, lr=0.0000030, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 5680/12277] loss=0.2833, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5690/12277] loss=0.3161, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5700/12277] loss=0.3166, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5710/12277] loss=0.3050, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5720/12277] loss=0.3008, lr=0.0000030, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 5730/12277] loss=0.2870, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5740/12277] loss=0.2865, lr=0.0000030, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5750/12277] loss=0.2894, lr=0.0000029, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5760/12277] loss=0.3220, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5770/12277] loss=0.2989, lr=0.0000029, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 5780/12277] loss=0.2893, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5790/12277] loss=0.2526, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5800/12277] loss=0.4001, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5810/12277] loss=0.2807, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5820/12277] loss=0.3715, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5830/12277] loss=0.3262, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5840/12277] loss=0.2752, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5850/12277] loss=0.2641, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5860/12277] loss=0.3415, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5870/12277] loss=0.3605, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5880/12277] loss=0.2964, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5890/12277] loss=0.2887, lr=0.0000029, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 5900/12277] loss=0.2706, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5910/12277] loss=0.2722, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5920/12277] loss=0.3269, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5930/12277] loss=0.2922, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5940/12277] loss=0.3555, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5950/12277] loss=0.3394, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5960/12277] loss=0.2488, lr=0.0000029, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5970/12277] loss=0.2994, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5980/12277] loss=0.3505, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 5990/12277] loss=0.2857, lr=0.0000028, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6000/12277] loss=0.3767, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6010/12277] loss=0.3334, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6020/12277] loss=0.3456, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6030/12277] loss=0.3320, lr=0.0000028, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6040/12277] loss=0.3948, lr=0.0000028, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6050/12277] loss=0.3594, lr=0.0000028, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6060/12277] loss=0.3581, lr=0.0000028, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6070/12277] loss=0.3991, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6080/12277] loss=0.2926, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6090/12277] loss=0.3470, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6100/12277] loss=0.2884, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6110/12277] loss=0.3588, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6120/12277] loss=0.3470, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6130/12277] loss=0.3768, lr=0.0000028, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6140/12277] loss=0.3282, lr=0.0000028, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6150/12277] loss=0.2480, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6160/12277] loss=0.3535, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6170/12277] loss=0.2876, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6180/12277] loss=0.2794, lr=0.0000028, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6190/12277] loss=0.3102, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6200/12277] loss=0.2984, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6210/12277] loss=0.4113, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6220/12277] loss=0.3365, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6230/12277] loss=0.4242, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6240/12277] loss=0.3371, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6250/12277] loss=0.3611, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6260/12277] loss=0.3371, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6270/12277] loss=0.2995, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6280/12277] loss=0.3299, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6290/12277] loss=0.3102, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6300/12277] loss=0.3339, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6310/12277] loss=0.3255, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6320/12277] loss=0.3953, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6330/12277] loss=0.2684, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6340/12277] loss=0.3771, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6350/12277] loss=0.3595, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6360/12277] loss=0.2976, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6370/12277] loss=0.2892, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6380/12277] loss=0.3270, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6390/12277] loss=0.3797, lr=0.0000027, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6400/12277] loss=0.3761, lr=0.0000027, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6410/12277] loss=0.3064, lr=0.0000026, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6420/12277] loss=0.3480, lr=0.0000026, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6430/12277] loss=0.2548, lr=0.0000026, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6440/12277] loss=0.2421, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6450/12277] loss=0.2905, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6460/12277] loss=0.3308, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6470/12277] loss=0.3674, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6480/12277] loss=0.2630, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6490/12277] loss=0.3619, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6500/12277] loss=0.3057, lr=0.0000026, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6510/12277] loss=0.3051, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6520/12277] loss=0.3168, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6530/12277] loss=0.2710, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6540/12277] loss=0.2714, lr=0.0000026, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6550/12277] loss=0.3532, lr=0.0000026, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6560/12277] loss=0.3234, lr=0.0000026, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6570/12277] loss=0.4146, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6580/12277] loss=0.3126, lr=0.0000026, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6590/12277] loss=0.3695, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6600/12277] loss=0.3476, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6610/12277] loss=0.3019, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6620/12277] loss=0.3449, lr=0.0000026, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6630/12277] loss=0.3170, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6640/12277] loss=0.3429, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6650/12277] loss=0.3634, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6660/12277] loss=0.2750, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6670/12277] loss=0.3481, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6680/12277] loss=0.3504, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6690/12277] loss=0.2783, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6700/12277] loss=0.3056, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6710/12277] loss=0.3489, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6720/12277] loss=0.2319, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6730/12277] loss=0.3365, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6740/12277] loss=0.3121, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6750/12277] loss=0.3359, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6760/12277] loss=0.3024, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6770/12277] loss=0.3229, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6780/12277] loss=0.3574, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6790/12277] loss=0.3631, lr=0.0000025, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 6800/12277] loss=0.3498, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6810/12277] loss=0.4233, lr=0.0000025, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 6820/12277] loss=0.3788, lr=0.0000025, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6830/12277] loss=0.3600, lr=0.0000025, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6840/12277] loss=0.2710, lr=0.0000025, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6850/12277] loss=0.4076, lr=0.0000024, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6860/12277] loss=0.3521, lr=0.0000024, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6870/12277] loss=0.2960, lr=0.0000024, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 6880/12277] loss=0.4135, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6890/12277] loss=0.3751, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6900/12277] loss=0.2971, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6910/12277] loss=0.3548, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 6920/12277] loss=0.3757, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6930/12277] loss=0.3030, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6940/12277] loss=0.3355, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6950/12277] loss=0.3614, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6960/12277] loss=0.3160, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6970/12277] loss=0.3094, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6980/12277] loss=0.2955, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 6990/12277] loss=0.3029, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7000/12277] loss=0.3372, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7010/12277] loss=0.2382, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 7020/12277] loss=0.3279, lr=0.0000024, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 7030/12277] loss=0.3473, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7040/12277] loss=0.3641, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7050/12277] loss=0.3006, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7060/12277] loss=0.3995, lr=0.0000024, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7070/12277] loss=0.3169, lr=0.0000023, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7080/12277] loss=0.4170, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7090/12277] loss=0.2842, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7100/12277] loss=0.3005, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7110/12277] loss=0.3366, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7120/12277] loss=0.3279, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7130/12277] loss=0.3644, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7140/12277] loss=0.3419, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7150/12277] loss=0.3922, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7160/12277] loss=0.2851, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7170/12277] loss=0.3170, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7180/12277] loss=0.2928, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7190/12277] loss=0.3871, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7200/12277] loss=0.2718, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7210/12277] loss=0.3671, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7220/12277] loss=0.4097, lr=0.0000023, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7230/12277] loss=0.3717, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7240/12277] loss=0.3292, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7250/12277] loss=0.2682, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7260/12277] loss=0.3028, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7270/12277] loss=0.3885, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7280/12277] loss=0.3351, lr=0.0000023, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7290/12277] loss=0.3207, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7300/12277] loss=0.3758, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7310/12277] loss=0.2899, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7320/12277] loss=0.3357, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7330/12277] loss=0.3514, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7340/12277] loss=0.4268, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7350/12277] loss=0.3053, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7360/12277] loss=0.3021, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7370/12277] loss=0.3116, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7380/12277] loss=0.3679, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7390/12277] loss=0.2831, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7400/12277] loss=0.3221, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7410/12277] loss=0.3029, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7420/12277] loss=0.3804, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7430/12277] loss=0.3523, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7440/12277] loss=0.3694, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7450/12277] loss=0.3401, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7460/12277] loss=0.2629, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7470/12277] loss=0.3909, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7480/12277] loss=0.3126, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7490/12277] loss=0.2750, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7500/12277] loss=0.3144, lr=0.0000022, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7510/12277] loss=0.3280, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7520/12277] loss=0.3466, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7530/12277] loss=0.3888, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7540/12277] loss=0.3798, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7550/12277] loss=0.2885, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7560/12277] loss=0.2941, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7570/12277] loss=0.3102, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7580/12277] loss=0.3103, lr=0.0000021, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7590/12277] loss=0.2931, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7600/12277] loss=0.3148, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7610/12277] loss=0.2800, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7620/12277] loss=0.3474, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7630/12277] loss=0.3706, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7640/12277] loss=0.3622, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7650/12277] loss=0.3566, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7660/12277] loss=0.3228, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7670/12277] loss=0.3744, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7680/12277] loss=0.3017, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7690/12277] loss=0.3178, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7700/12277] loss=0.3010, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7710/12277] loss=0.2711, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7720/12277] loss=0.3791, lr=0.0000021, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7730/12277] loss=0.2373, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7740/12277] loss=0.3691, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7750/12277] loss=0.4402, lr=0.0000020, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7760/12277] loss=0.3471, lr=0.0000020, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7770/12277] loss=0.3014, lr=0.0000020, metrics:accuracy:0.8798
INFO:root:[Epoch 4 Batch 7780/12277] loss=0.3153, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7790/12277] loss=0.3551, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7800/12277] loss=0.2826, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7810/12277] loss=0.2614, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7820/12277] loss=0.3812, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7830/12277] loss=0.2249, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7840/12277] loss=0.3207, lr=0.0000020, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 7850/12277] loss=0.2723, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7860/12277] loss=0.3522, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7870/12277] loss=0.2875, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7880/12277] loss=0.3428, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7890/12277] loss=0.3253, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7900/12277] loss=0.3012, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7910/12277] loss=0.3346, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7920/12277] loss=0.3470, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7930/12277] loss=0.3318, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7940/12277] loss=0.3579, lr=0.0000020, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7950/12277] loss=0.2646, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7960/12277] loss=0.3291, lr=0.0000019, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7970/12277] loss=0.3719, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 7980/12277] loss=0.3207, lr=0.0000019, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 7990/12277] loss=0.3056, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8000/12277] loss=0.3715, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8010/12277] loss=0.3491, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8020/12277] loss=0.2698, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8030/12277] loss=0.3067, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8040/12277] loss=0.3671, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8050/12277] loss=0.3647, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8060/12277] loss=0.3880, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8070/12277] loss=0.3392, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8080/12277] loss=0.3111, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8090/12277] loss=0.4159, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8100/12277] loss=0.3474, lr=0.0000019, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8110/12277] loss=0.3106, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8120/12277] loss=0.3619, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8130/12277] loss=0.3329, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8140/12277] loss=0.3052, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8150/12277] loss=0.3447, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8160/12277] loss=0.2911, lr=0.0000019, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8170/12277] loss=0.3245, lr=0.0000019, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8180/12277] loss=0.3792, lr=0.0000018, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8190/12277] loss=0.2591, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8200/12277] loss=0.3631, lr=0.0000018, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8210/12277] loss=0.3200, lr=0.0000018, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8220/12277] loss=0.2733, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8230/12277] loss=0.3218, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8240/12277] loss=0.2956, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8250/12277] loss=0.3968, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8260/12277] loss=0.3066, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8270/12277] loss=0.3073, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8280/12277] loss=0.3549, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8290/12277] loss=0.3263, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8300/12277] loss=0.3305, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8310/12277] loss=0.3201, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8320/12277] loss=0.3508, lr=0.0000018, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8330/12277] loss=0.2890, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8340/12277] loss=0.3267, lr=0.0000018, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8350/12277] loss=0.2773, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8360/12277] loss=0.2923, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8370/12277] loss=0.3465, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8380/12277] loss=0.2682, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8390/12277] loss=0.3236, lr=0.0000018, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8400/12277] loss=0.2732, lr=0.0000017, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 8410/12277] loss=0.3452, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8420/12277] loss=0.3735, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8430/12277] loss=0.3212, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8440/12277] loss=0.3375, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8450/12277] loss=0.2957, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8460/12277] loss=0.3135, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8470/12277] loss=0.3329, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8480/12277] loss=0.3166, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8490/12277] loss=0.4033, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8500/12277] loss=0.3254, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8510/12277] loss=0.3065, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8520/12277] loss=0.3441, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8530/12277] loss=0.3298, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8540/12277] loss=0.3959, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8550/12277] loss=0.3553, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8560/12277] loss=0.3445, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8570/12277] loss=0.2787, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8580/12277] loss=0.3378, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8590/12277] loss=0.3734, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8600/12277] loss=0.3321, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8610/12277] loss=0.3330, lr=0.0000017, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8620/12277] loss=0.3599, lr=0.0000016, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8630/12277] loss=0.3252, lr=0.0000016, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8640/12277] loss=0.4216, lr=0.0000016, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8650/12277] loss=0.3593, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8660/12277] loss=0.3408, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8670/12277] loss=0.2938, lr=0.0000016, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8680/12277] loss=0.3470, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8690/12277] loss=0.2850, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8700/12277] loss=0.3730, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8710/12277] loss=0.3391, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8720/12277] loss=0.3567, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8730/12277] loss=0.3407, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8740/12277] loss=0.3457, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8750/12277] loss=0.3369, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8760/12277] loss=0.3284, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8770/12277] loss=0.3524, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8780/12277] loss=0.3089, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8790/12277] loss=0.3518, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8800/12277] loss=0.3520, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8810/12277] loss=0.3739, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8820/12277] loss=0.2917, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8830/12277] loss=0.2981, lr=0.0000016, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8840/12277] loss=0.3213, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8850/12277] loss=0.3472, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8860/12277] loss=0.2905, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8870/12277] loss=0.3444, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8880/12277] loss=0.2570, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8890/12277] loss=0.3610, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8900/12277] loss=0.3336, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8910/12277] loss=0.3227, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8920/12277] loss=0.2926, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8930/12277] loss=0.3213, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8940/12277] loss=0.3083, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8950/12277] loss=0.3258, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8960/12277] loss=0.2909, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8970/12277] loss=0.2872, lr=0.0000015, metrics:accuracy:0.8799
INFO:root:[Epoch 4 Batch 8980/12277] loss=0.3086, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 8990/12277] loss=0.2954, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9000/12277] loss=0.3537, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9010/12277] loss=0.2789, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9020/12277] loss=0.3225, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9030/12277] loss=0.3904, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9040/12277] loss=0.3393, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9050/12277] loss=0.2602, lr=0.0000015, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9060/12277] loss=0.2739, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9070/12277] loss=0.3783, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9080/12277] loss=0.3355, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9090/12277] loss=0.3407, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9100/12277] loss=0.3625, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9110/12277] loss=0.3799, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9120/12277] loss=0.2322, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9130/12277] loss=0.2747, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9140/12277] loss=0.3871, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9150/12277] loss=0.3918, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9160/12277] loss=0.2390, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9170/12277] loss=0.2504, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9180/12277] loss=0.3757, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9190/12277] loss=0.3407, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9200/12277] loss=0.2640, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9210/12277] loss=0.3091, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9220/12277] loss=0.3421, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9230/12277] loss=0.3157, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9240/12277] loss=0.3375, lr=0.0000014, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9250/12277] loss=0.3928, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9260/12277] loss=0.3261, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9270/12277] loss=0.3059, lr=0.0000014, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9280/12277] loss=0.4348, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9290/12277] loss=0.2837, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9300/12277] loss=0.3220, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9310/12277] loss=0.3611, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9320/12277] loss=0.2832, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9330/12277] loss=0.3570, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9340/12277] loss=0.3466, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9350/12277] loss=0.3256, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9360/12277] loss=0.3012, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9370/12277] loss=0.2964, lr=0.0000013, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9380/12277] loss=0.3057, lr=0.0000013, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9390/12277] loss=0.3815, lr=0.0000013, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9400/12277] loss=0.4219, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9410/12277] loss=0.3339, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9420/12277] loss=0.3992, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9430/12277] loss=0.3313, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9440/12277] loss=0.2992, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9450/12277] loss=0.4143, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9460/12277] loss=0.3747, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9470/12277] loss=0.3617, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9480/12277] loss=0.2568, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9490/12277] loss=0.3679, lr=0.0000013, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9500/12277] loss=0.3309, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9510/12277] loss=0.2779, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9520/12277] loss=0.3383, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9530/12277] loss=0.2498, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9540/12277] loss=0.3181, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9550/12277] loss=0.3121, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9560/12277] loss=0.3176, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9570/12277] loss=0.3514, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9580/12277] loss=0.3031, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9590/12277] loss=0.4241, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9600/12277] loss=0.3475, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9610/12277] loss=0.2968, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9620/12277] loss=0.3079, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9630/12277] loss=0.3448, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9640/12277] loss=0.2474, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9650/12277] loss=0.2961, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9660/12277] loss=0.2550, lr=0.0000012, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9670/12277] loss=0.3056, lr=0.0000012, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9680/12277] loss=0.2813, lr=0.0000012, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9690/12277] loss=0.3228, lr=0.0000012, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9700/12277] loss=0.4106, lr=0.0000012, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9710/12277] loss=0.3455, lr=0.0000012, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9720/12277] loss=0.2789, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9730/12277] loss=0.2802, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9740/12277] loss=0.3279, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9750/12277] loss=0.2844, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9760/12277] loss=0.3455, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9770/12277] loss=0.4202, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9780/12277] loss=0.2723, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9790/12277] loss=0.3847, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9800/12277] loss=0.2758, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9810/12277] loss=0.4157, lr=0.0000011, metrics:accuracy:0.8800
INFO:root:[Epoch 4 Batch 9820/12277] loss=0.2791, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9830/12277] loss=0.3258, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9840/12277] loss=0.3824, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9850/12277] loss=0.3370, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9860/12277] loss=0.3370, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9870/12277] loss=0.2756, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9880/12277] loss=0.3667, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9890/12277] loss=0.3468, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9900/12277] loss=0.3451, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9910/12277] loss=0.3593, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9920/12277] loss=0.3275, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9930/12277] loss=0.3548, lr=0.0000011, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9940/12277] loss=0.3535, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9950/12277] loss=0.3566, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9960/12277] loss=0.3518, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9970/12277] loss=0.2931, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9980/12277] loss=0.3683, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 9990/12277] loss=0.2858, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10000/12277] loss=0.3181, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10010/12277] loss=0.3631, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10020/12277] loss=0.3742, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10030/12277] loss=0.3032, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10040/12277] loss=0.3290, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10050/12277] loss=0.2814, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10060/12277] loss=0.3208, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10070/12277] loss=0.3446, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10080/12277] loss=0.3603, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10090/12277] loss=0.2725, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10100/12277] loss=0.2946, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10110/12277] loss=0.3639, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10120/12277] loss=0.3198, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10130/12277] loss=0.3084, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10140/12277] loss=0.3241, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10150/12277] loss=0.3663, lr=0.0000010, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10160/12277] loss=0.2492, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10170/12277] loss=0.3626, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10180/12277] loss=0.3283, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10190/12277] loss=0.3256, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10200/12277] loss=0.2843, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10210/12277] loss=0.3487, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10220/12277] loss=0.4148, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10230/12277] loss=0.3127, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10240/12277] loss=0.3162, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10250/12277] loss=0.2849, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10260/12277] loss=0.3088, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10270/12277] loss=0.3354, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10280/12277] loss=0.2500, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10290/12277] loss=0.3397, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10300/12277] loss=0.3278, lr=0.0000009, metrics:accuracy:0.8801
INFO:root:[Epoch 4 Batch 10310/12277] loss=0.3215, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10320/12277] loss=0.2630, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10330/12277] loss=0.3066, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10340/12277] loss=0.3402, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10350/12277] loss=0.3182, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10360/12277] loss=0.2931, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10370/12277] loss=0.2965, lr=0.0000009, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10380/12277] loss=0.3709, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10390/12277] loss=0.2984, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10400/12277] loss=0.3678, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10410/12277] loss=0.3131, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10420/12277] loss=0.3381, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10430/12277] loss=0.2984, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10440/12277] loss=0.2815, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10450/12277] loss=0.3163, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10460/12277] loss=0.3396, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10470/12277] loss=0.3519, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10480/12277] loss=0.3437, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10490/12277] loss=0.3475, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10500/12277] loss=0.2770, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10510/12277] loss=0.3164, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10520/12277] loss=0.3436, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10530/12277] loss=0.3085, lr=0.0000008, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10540/12277] loss=0.3025, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10550/12277] loss=0.3086, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10560/12277] loss=0.3446, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10570/12277] loss=0.3148, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10580/12277] loss=0.3729, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10590/12277] loss=0.2751, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10600/12277] loss=0.2730, lr=0.0000008, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10610/12277] loss=0.3530, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10620/12277] loss=0.3836, lr=0.0000007, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10630/12277] loss=0.2821, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10640/12277] loss=0.3780, lr=0.0000007, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10650/12277] loss=0.3530, lr=0.0000007, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10660/12277] loss=0.3501, lr=0.0000007, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10670/12277] loss=0.3111, lr=0.0000007, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 10680/12277] loss=0.3018, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10690/12277] loss=0.2572, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10700/12277] loss=0.3219, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10710/12277] loss=0.3487, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10720/12277] loss=0.3471, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10730/12277] loss=0.3278, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10740/12277] loss=0.3415, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10750/12277] loss=0.2989, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10760/12277] loss=0.3149, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10770/12277] loss=0.3279, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10780/12277] loss=0.3438, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10790/12277] loss=0.3170, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10800/12277] loss=0.2970, lr=0.0000007, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10810/12277] loss=0.2838, lr=0.0000007, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10820/12277] loss=0.3226, lr=0.0000007, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10830/12277] loss=0.3298, lr=0.0000006, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10840/12277] loss=0.2691, lr=0.0000006, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10850/12277] loss=0.3927, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10860/12277] loss=0.3465, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10870/12277] loss=0.3119, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10880/12277] loss=0.3344, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10890/12277] loss=0.2778, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10900/12277] loss=0.3054, lr=0.0000006, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10910/12277] loss=0.2906, lr=0.0000006, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 10920/12277] loss=0.3707, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10930/12277] loss=0.3801, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10940/12277] loss=0.3866, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10950/12277] loss=0.3426, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10960/12277] loss=0.3837, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10970/12277] loss=0.2895, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10980/12277] loss=0.3935, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 10990/12277] loss=0.3655, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11000/12277] loss=0.3539, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11010/12277] loss=0.3303, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11020/12277] loss=0.3701, lr=0.0000006, metrics:accuracy:0.8802
INFO:root:[Epoch 4 Batch 11030/12277] loss=0.3080, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11040/12277] loss=0.2955, lr=0.0000006, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11050/12277] loss=0.3066, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11060/12277] loss=0.2827, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11070/12277] loss=0.3173, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11080/12277] loss=0.3617, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11090/12277] loss=0.2702, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11100/12277] loss=0.3118, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11110/12277] loss=0.3028, lr=0.0000005, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11120/12277] loss=0.2580, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11130/12277] loss=0.2937, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11140/12277] loss=0.2249, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11150/12277] loss=0.2903, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11160/12277] loss=0.3738, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11170/12277] loss=0.3494, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11180/12277] loss=0.3154, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11190/12277] loss=0.2913, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11200/12277] loss=0.2537, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11210/12277] loss=0.3583, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11220/12277] loss=0.3118, lr=0.0000005, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11230/12277] loss=0.3877, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11240/12277] loss=0.3639, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11250/12277] loss=0.2640, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11260/12277] loss=0.3181, lr=0.0000005, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11270/12277] loss=0.2774, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11280/12277] loss=0.3587, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11290/12277] loss=0.4161, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11300/12277] loss=0.3333, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11310/12277] loss=0.2754, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11320/12277] loss=0.3043, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11330/12277] loss=0.3344, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11340/12277] loss=0.3285, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11350/12277] loss=0.3260, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11360/12277] loss=0.2744, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11370/12277] loss=0.3009, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11380/12277] loss=0.3830, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11390/12277] loss=0.3176, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11400/12277] loss=0.3927, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11410/12277] loss=0.2534, lr=0.0000004, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11420/12277] loss=0.3052, lr=0.0000004, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11430/12277] loss=0.3465, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11440/12277] loss=0.3363, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11450/12277] loss=0.3638, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11460/12277] loss=0.3026, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11470/12277] loss=0.2734, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11480/12277] loss=0.2942, lr=0.0000004, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11490/12277] loss=0.3371, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11500/12277] loss=0.2787, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11510/12277] loss=0.3597, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11520/12277] loss=0.3427, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11530/12277] loss=0.3432, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11540/12277] loss=0.2825, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11550/12277] loss=0.3152, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11560/12277] loss=0.3418, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11570/12277] loss=0.3190, lr=0.0000003, metrics:accuracy:0.8805
INFO:root:[Epoch 4 Batch 11580/12277] loss=0.3243, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11590/12277] loss=0.3347, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11600/12277] loss=0.3127, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11610/12277] loss=0.3740, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11620/12277] loss=0.3372, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11630/12277] loss=0.3961, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11640/12277] loss=0.3984, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11650/12277] loss=0.3396, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11660/12277] loss=0.3448, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11670/12277] loss=0.3065, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11680/12277] loss=0.3097, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11690/12277] loss=0.2473, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11700/12277] loss=0.3396, lr=0.0000003, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11710/12277] loss=0.3770, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11720/12277] loss=0.3032, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11730/12277] loss=0.3514, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11740/12277] loss=0.3417, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11750/12277] loss=0.2803, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11760/12277] loss=0.3226, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11770/12277] loss=0.3006, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11780/12277] loss=0.4420, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11790/12277] loss=0.2690, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11800/12277] loss=0.3543, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11810/12277] loss=0.3291, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11820/12277] loss=0.3339, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11830/12277] loss=0.3876, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11840/12277] loss=0.2839, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11850/12277] loss=0.2837, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11860/12277] loss=0.4150, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11870/12277] loss=0.3327, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11880/12277] loss=0.3910, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11890/12277] loss=0.2868, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11900/12277] loss=0.2988, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11910/12277] loss=0.3901, lr=0.0000002, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11920/12277] loss=0.2933, lr=0.0000002, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 11930/12277] loss=0.3956, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11940/12277] loss=0.3689, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11950/12277] loss=0.3066, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11960/12277] loss=0.3132, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11970/12277] loss=0.3523, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11980/12277] loss=0.3795, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 11990/12277] loss=0.2782, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12000/12277] loss=0.3872, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12010/12277] loss=0.2861, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12020/12277] loss=0.2825, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12030/12277] loss=0.2690, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12040/12277] loss=0.3645, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12050/12277] loss=0.3260, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12060/12277] loss=0.2922, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12070/12277] loss=0.3260, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12080/12277] loss=0.2774, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12090/12277] loss=0.2989, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12100/12277] loss=0.3252, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12110/12277] loss=0.3328, lr=0.0000001, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12120/12277] loss=0.2793, lr=0.0000001, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 12130/12277] loss=0.2631, lr=0.0000001, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 12140/12277] loss=0.3560, lr=0.0000001, metrics:accuracy:0.8804
INFO:root:[Epoch 4 Batch 12150/12277] loss=0.3743, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12160/12277] loss=0.3622, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12170/12277] loss=0.3667, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12180/12277] loss=0.3712, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12190/12277] loss=0.3098, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12200/12277] loss=0.3473, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12210/12277] loss=0.2868, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12220/12277] loss=0.3035, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12230/12277] loss=0.3815, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12240/12277] loss=0.3343, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12250/12277] loss=0.3025, lr=0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12260/12277] loss=0.2999, lr=-0.0000000, metrics:accuracy:0.8803
INFO:root:[Epoch 4 Batch 12270/12277] loss=0.2066, lr=-0.0000000, metrics:accuracy:0.8804
INFO:root:Now we are doing evaluation on dev with gpu(5).
INFO:root:[Batch 10/312] loss=0.4486, metrics:accuracy:0.8375
INFO:root:[Batch 20/312] loss=0.5754, metrics:accuracy:0.8313
INFO:root:[Batch 30/312] loss=0.7548, metrics:accuracy:0.8083
INFO:root:[Batch 40/312] loss=0.6958, metrics:accuracy:0.7969
INFO:root:[Batch 50/312] loss=0.6027, metrics:accuracy:0.7925
INFO:root:[Batch 60/312] loss=0.5023, metrics:accuracy:0.8021
INFO:root:[Batch 70/312] loss=0.5366, metrics:accuracy:0.8036
INFO:root:[Batch 80/312] loss=0.6920, metrics:accuracy:0.8016
INFO:root:[Batch 90/312] loss=0.9341, metrics:accuracy:0.7917
INFO:root:[Batch 100/312] loss=0.8162, metrics:accuracy:0.7913
INFO:root:[Batch 110/312] loss=0.5916, metrics:accuracy:0.7932
INFO:root:[Batch 120/312] loss=0.7648, metrics:accuracy:0.7865
INFO:root:[Batch 130/312] loss=0.6418, metrics:accuracy:0.7856
INFO:root:[Batch 140/312] loss=0.4842, metrics:accuracy:0.7857
INFO:root:[Batch 150/312] loss=0.9777, metrics:accuracy:0.7808
INFO:root:[Batch 160/312] loss=0.5400, metrics:accuracy:0.7844
INFO:root:[Batch 170/312] loss=0.5243, metrics:accuracy:0.7846
INFO:root:[Batch 180/312] loss=0.6461, metrics:accuracy:0.7847
INFO:root:[Batch 190/312] loss=0.7435, metrics:accuracy:0.7836
INFO:root:[Batch 200/312] loss=0.9165, metrics:accuracy:0.7806
INFO:root:[Batch 210/312] loss=0.5637, metrics:accuracy:0.7804
INFO:root:[Batch 220/312] loss=0.6037, metrics:accuracy:0.7801
INFO:root:[Batch 230/312] loss=0.6251, metrics:accuracy:0.7772
INFO:root:[Batch 240/312] loss=0.4835, metrics:accuracy:0.7797
INFO:root:[Batch 250/312] loss=0.5730, metrics:accuracy:0.7800
INFO:root:[Batch 260/312] loss=0.8236, metrics:accuracy:0.7788
INFO:root:[Batch 270/312] loss=0.5493, metrics:accuracy:0.7787
INFO:root:[Batch 280/312] loss=0.5361, metrics:accuracy:0.7781
INFO:root:[Batch 290/312] loss=0.9730, metrics:accuracy:0.7750
INFO:root:[Batch 300/312] loss=0.7951, metrics:accuracy:0.7754
INFO:root:[Batch 310/312] loss=0.6710, metrics:accuracy:0.7742
INFO:root:validation metrics:accuracy:0.7747
INFO:root:Time cost=14.34s, throughput=174.08 samples/s
INFO:root:params saved in: output_dir/google_bert_xnli_ep4_seed6/model_bert_XNLI_3.params
INFO:root:Time cost=3322.12s
INFO:root:Best model at epoch 2. Validation metrics:accuracy:0.7827
INFO:root:Now we are doing testing on test with gpu(5).
INFO:root:Time cost=25.46s, throughput=197.05 samples/s