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 [ INFO : 2025-05-29 06:40:43,303 ] - exp_dir is: exp/MHFA_wav2vec2_large_960-FT-1stage5
[ INFO : 2025-05-29 06:40:43,303 ] - <== Passed Arguments ==>
[ INFO : 2025-05-29 06:40:43,304 ] - {'data_type': 'shard',
[ INFO : 2025-05-29 06:40:43,304 ] - 'dataloader_args': {'batch_size': 16,
[ INFO : 2025-05-29 06:40:43,304 ] - 'drop_last': True,
[ INFO : 2025-05-29 06:40:43,304 ] - 'num_workers': 6,
[ INFO : 2025-05-29 06:40:43,304 ] - 'pin_memory': False,
[ INFO : 2025-05-29 06:40:43,304 ] - 'prefetch_factor': 8},
[ INFO : 2025-05-29 06:40:43,304 ] - 'dataset_args': {'aug_prob': 0,
[ INFO : 2025-05-29 06:40:43,304 ] - 'cmvn': True,
[ INFO : 2025-05-29 06:40:43,304 ] - 'cmvn_args': {'norm_mean': True, 'norm_var': False},
[ INFO : 2025-05-29 06:40:43,304 ] - 'filter': True,
[ INFO : 2025-05-29 06:40:43,304 ] - 'filter_args': {'max_num_frames': 400, 'min_num_frames': 50},
[ INFO : 2025-05-29 06:40:43,304 ] - 'frontend': 's3prl',
[ INFO : 2025-05-29 06:40:43,304 ] - 'num_frms': 150,
[ INFO : 2025-05-29 06:40:43,304 ] - 'resample_rate': 16000,
[ INFO : 2025-05-29 06:40:43,304 ] - 's3prl_args': {'download_dir': './s3prl_hub',
[ INFO : 2025-05-29 06:40:43,304 ] - 'frame_length': 20,
[ INFO : 2025-05-29 06:40:43,304 ] - 'frame_shift': 20,
[ INFO : 2025-05-29 06:40:43,304 ] - 'frozen': False,
[ INFO : 2025-05-29 06:40:43,304 ] - 'layer': -1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'layerwise_feature': True,
[ INFO : 2025-05-29 06:40:43,305 ] - 'multilayer_feature': True,
[ INFO : 2025-05-29 06:40:43,305 ] - 'upstream_args': {'name': 'wav2vec2_large_960'}},
[ INFO : 2025-05-29 06:40:43,305 ] - 'sample_num_per_epoch': 0,
[ INFO : 2025-05-29 06:40:43,305 ] - 'shuffle': True,
[ INFO : 2025-05-29 06:40:43,305 ] - 'shuffle_args': {'shuffle_size': 2500},
[ INFO : 2025-05-29 06:40:43,305 ] - 'spec_aug': False,
[ INFO : 2025-05-29 06:40:43,305 ] - 'spec_aug_args': {'max_f': 8,
[ INFO : 2025-05-29 06:40:43,305 ] - 'max_t': 10,
[ INFO : 2025-05-29 06:40:43,305 ] - 'num_f_mask': 1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'num_t_mask': 1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'prob': 0.6},
[ INFO : 2025-05-29 06:40:43,305 ] - 'speed_perturb': False},
[ INFO : 2025-05-29 06:40:43,305 ] - 'enable_amp': False,
[ INFO : 2025-05-29 06:40:43,305 ] - 'exp_dir': 'exp/MHFA_wav2vec2_large_960-FT-1stage5',
[ INFO : 2025-05-29 06:40:43,305 ] - 'gpus': [1],
[ INFO : 2025-05-29 06:40:43,305 ] - 'log_batch_interval': 100,
[ INFO : 2025-05-29 06:40:43,305 ] - 'loss': 'CrossEntropyLoss',
[ INFO : 2025-05-29 06:40:43,305 ] - 'loss_args': {},
[ INFO : 2025-05-29 06:40:43,305 ] - 'margin_scheduler': 'MarginScheduler',
[ INFO : 2025-05-29 06:40:43,305 ] - 'margin_update': {'final_margin': 0.0,
[ INFO : 2025-05-29 06:40:43,305 ] - 'fix_start_epoch': 1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'increase_start_epoch': 1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'increase_type': 'exp',
[ INFO : 2025-05-29 06:40:43,305 ] - 'initial_margin': 0.0,
[ INFO : 2025-05-29 06:40:43,305 ] - 'update_margin': True},
[ INFO : 2025-05-29 06:40:43,305 ] - 'model': 'SSL_BACKEND_MHFA',
[ INFO : 2025-05-29 06:40:43,305 ] - 'model_args': {'compression_dim': 128,
[ INFO : 2025-05-29 06:40:43,305 ] - 'embed_dim': 256,
[ INFO : 2025-05-29 06:40:43,305 ] - 'feat_dim': 1024,
[ INFO : 2025-05-29 06:40:43,305 ] - 'feature_grad_mult': 0.05,
[ INFO : 2025-05-29 06:40:43,305 ] - 'head_nb': 32,
[ INFO : 2025-05-29 06:40:43,305 ] - 'nb_layer': 25},
[ INFO : 2025-05-29 06:40:43,305 ] - 'model_init': None,
[ INFO : 2025-05-29 06:40:43,305 ] - 'num_avg': 2,
[ INFO : 2025-05-29 06:40:43,305 ] - 'num_epochs': 5,
[ INFO : 2025-05-29 06:40:43,305 ] - 'optimizer': 'AdamW',
[ INFO : 2025-05-29 06:40:43,305 ] - 'optimizer_args': {'weight_decay': 1e-08},
[ INFO : 2025-05-29 06:40:43,305 ] - 'projection_args': {'easy_margin': False,
[ INFO : 2025-05-29 06:40:43,305 ] - 'project_type': 'softmax',
[ INFO : 2025-05-29 06:40:43,305 ] - 'scale': 32.0},
[ INFO : 2025-05-29 06:40:43,305 ] - 'save_epoch_interval': 1,
[ INFO : 2025-05-29 06:40:43,305 ] - 'scheduler': 'ExponentialDecrease',
[ INFO : 2025-05-29 06:40:43,305 ] - 'scheduler_args': {'final_lr': 5e-07,
[ INFO : 2025-05-29 06:40:43,305 ] - 'initial_lr': 1e-05,
[ INFO : 2025-05-29 06:40:43,306 ] - 'warm_from_zero': True,
[ INFO : 2025-05-29 06:40:43,306 ] - 'warm_up_epoch': 1},
[ INFO : 2025-05-29 06:40:43,306 ] - 'seed': 42,
[ INFO : 2025-05-29 06:40:43,306 ] - 'train_data': 'data/asv5/train/shard.list',
[ INFO : 2025-05-29 06:40:43,306 ] - 'train_label': 'data/asv5/train/utt2cls'}
[ INFO : 2025-05-29 06:40:43,884 ] - <== Data statistics ==>
[ INFO : 2025-05-29 06:40:43,884 ] - train data num: 182357, class num: 2
[ INFO : 2025-05-29 06:40:43,885 ] - <== Dataloaders ==>
[ INFO : 2025-05-29 06:40:43,885 ] - train dataloaders created
[ INFO : 2025-05-29 06:40:43,885 ] - epoch iteration number: 11397
[ INFO : 2025-05-29 06:40:43,885 ] - <== Model ==>
[ INFO : 2025-05-29 06:40:51,352 ] - speaker_model size: 318696274
[ INFO : 2025-05-29 06:40:51,353 ] - Train model from scratch ...
[ INFO : 2025-05-29 06:40:51,355 ] - SSL_BACKEND_MHFA(
[ INFO : 2025-05-29 06:40:51,355 ] - (cmp_linear_k): Linear(in_features=1024, out_features=128, bias=True)
[ INFO : 2025-05-29 06:40:51,355 ] - (cmp_linear_v): Linear(in_features=1024, out_features=128, bias=True)
[ INFO : 2025-05-29 06:40:51,355 ] - (att_head): Linear(in_features=128, out_features=32, bias=True)
[ INFO : 2025-05-29 06:40:51,355 ] - (pooling_fc): Linear(in_features=4096, out_features=256, bias=True)
[ INFO : 2025-05-29 06:40:51,355 ] - (frontend): S3prlFrontend(
[ INFO : 2025-05-29 06:40:51,355 ] - (upstream): S3PRLUpstream(
[ INFO : 2025-05-29 06:40:51,355 ] - (upstream): UpstreamExpert(
[ INFO : 2025-05-29 06:40:51,355 ] - (model): Wav2Vec2Model(
[ INFO : 2025-05-29 06:40:51,355 ] - (feature_extractor): ConvFeatureExtractionModel(
[ INFO : 2025-05-29 06:40:51,355 ] - (conv_layers): ModuleList(
[ INFO : 2025-05-29 06:40:51,355 ] - (0): Sequential(
[ INFO : 2025-05-29 06:40:51,355 ] - (0): Conv1d(1, 512, kernel_size=(10,), stride=(5,), bias=False)
[ INFO : 2025-05-29 06:40:51,355 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,355 ] - (2): Fp32GroupNorm(512, 512, eps=1e-05, affine=True)
[ INFO : 2025-05-29 06:40:51,355 ] - (3): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,355 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(3,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (2): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(3,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (3): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(3,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (4): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(3,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (5): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(2,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (6): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(512, 512, kernel_size=(2,), stride=(2,), bias=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (post_extract_proj): Linear(in_features=512, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,356 ] - (dropout_input): Dropout(p=0.1, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (dropout_features): Dropout(p=0.1, inplace=False)
[ INFO : 2025-05-29 06:40:51,356 ] - (quantizer): GumbelVectorQuantizer(
[ INFO : 2025-05-29 06:40:51,356 ] - (weight_proj): Linear(in_features=512, out_features=640, bias=True)
[ INFO : 2025-05-29 06:40:51,356 ] - )
[ INFO : 2025-05-29 06:40:51,356 ] - (project_q): Linear(in_features=768, out_features=768, bias=True)
[ INFO : 2025-05-29 06:40:51,356 ] - (encoder): TransformerEncoder(
[ INFO : 2025-05-29 06:40:51,356 ] - (pos_conv): Sequential(
[ INFO : 2025-05-29 06:40:51,356 ] - (0): Conv1d(1024, 1024, kernel_size=(128,), stride=(1,), padding=(64,), groups=16)
[ INFO : 2025-05-29 06:40:51,357 ] - (1): SamePad()
[ INFO : 2025-05-29 06:40:51,357 ] - (2): GELU(approximate=none)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (layers): ModuleList(
[ INFO : 2025-05-29 06:40:51,357 ] - (0): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,357 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,357 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (1): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,357 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,357 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,357 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (2): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,357 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,357 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,357 ] - )
[ INFO : 2025-05-29 06:40:51,357 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - )
[ INFO : 2025-05-29 06:40:51,358 ] - (3): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,358 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - )
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - )
[ INFO : 2025-05-29 06:40:51,358 ] - (4): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,358 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - )
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,358 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,358 ] - )
[ INFO : 2025-05-29 06:40:51,358 ] - (5): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,358 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,358 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,358 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (6): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,359 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,359 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (7): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,359 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,359 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,359 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,359 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,359 ] - )
[ INFO : 2025-05-29 06:40:51,359 ] - (8): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,360 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - )
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,360 ] - )
[ INFO : 2025-05-29 06:40:51,360 ] - (9): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,360 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - )
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,360 ] - )
[ INFO : 2025-05-29 06:40:51,360 ] - (10): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,360 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,360 ] - )
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,360 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,361 ] - (11): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,361 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,361 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,361 ] - (12): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,361 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,361 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,361 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,361 ] - (13): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,361 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,361 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,361 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,361 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (14): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,362 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (15): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,362 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,362 ] - )
[ INFO : 2025-05-29 06:40:51,362 ] - (16): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,362 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,362 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,362 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,362 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (17): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,363 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (18): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,363 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,363 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,363 ] - )
[ INFO : 2025-05-29 06:40:51,363 ] - (19): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,363 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,363 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,363 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,364 ] - (20): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,364 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,364 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,364 ] - (21): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,364 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,364 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,364 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,364 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,364 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (22): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,365 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,365 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (23): TransformerSentenceEncoderLayer(
[ INFO : 2025-05-29 06:40:51,365 ] - (self_attn): MultiheadAttention(
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout_module): FairseqDropout()
[ INFO : 2025-05-29 06:40:51,365 ] - (k_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (v_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (q_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (out_proj): Linear(in_features=1024, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout1): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout2): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (dropout3): Dropout(p=0.0, inplace=False)
[ INFO : 2025-05-29 06:40:51,365 ] - (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (fc1): Linear(in_features=1024, out_features=4096, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (fc2): Linear(in_features=4096, out_features=1024, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (layer_norm): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (final_proj): Linear(in_features=1024, out_features=768, bias=True)
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - )
[ INFO : 2025-05-29 06:40:51,365 ] - (projection): Linear(
[ INFO : 2025-05-29 06:40:51,365 ] - (trans): Sequential(
[ INFO : 2025-05-29 06:40:51,365 ] - (0): BatchNorm1d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)
[ INFO : 2025-05-29 06:40:51,365 ] - (1): ReLU(inplace=True)
[ INFO : 2025-05-29 06:40:51,366 ] - (2): Linear(in_features=256, out_features=2, bias=True)
[ INFO : 2025-05-29 06:40:51,366 ] - )
[ INFO : 2025-05-29 06:40:51,366 ] - )
[ INFO : 2025-05-29 06:40:51,366 ] - )
[ INFO : 2025-05-29 06:40:51,366 ] - start_epoch: 1
[ INFO : 2025-05-29 06:40:51,697 ] - <== Loss ==>
[ INFO : 2025-05-29 06:40:51,697 ] - loss criterion is: CrossEntropyLoss
[ INFO : 2025-05-29 06:40:51,698 ] - <== Optimizer ==>
[ INFO : 2025-05-29 06:40:51,698 ] - optimizer is: AdamW
[ INFO : 2025-05-29 06:40:51,698 ] - <== Scheduler ==>
[ INFO : 2025-05-29 06:40:51,698 ] - scheduler is: ExponentialDecrease
[ INFO : 2025-05-29 06:40:51,698 ] - <== MarginScheduler ==>
[ INFO : 2025-05-29 06:40:51,705 ] - <========== Training process ==========>
[ INFO : 2025-05-29 06:40:51,705 ] - +----------+----------+----------+----------+----------+----------+
[ INFO : 2025-05-29 06:40:51,705 ] - | Epoch| Batch| Lr| Margin| Loss| Acc|
[ INFO : 2025-05-29 06:40:51,705 ] - +----------+----------+----------+----------+----------+----------+
[ INFO : 2025-05-29 06:41:59,654 ] - | 1| 100|2.1604e-08| 0| 0.67596| 57.438|
[ INFO : 2025-05-29 06:42:53,297 ] - | 1| 200|4.3198e-08| 0| 0.67501| 58.406|
[ INFO : 2025-05-29 06:43:47,158 ] - | 1| 300|6.4565e-08| 0| 0.67552| 58.563|
[ INFO : 2025-05-29 06:44:41,033 ] - | 1| 400|8.5706e-08| 0| 0.66946| 59.406|
[ INFO : 2025-05-29 06:45:34,928 ] - | 1| 500|1.0662e-07| 0| 0.66453| 60.312|
[ INFO : 2025-05-29 06:46:28,859 ] - | 1| 600|1.2732e-07| 0| 0.65905| 61.156|
[ INFO : 2025-05-29 06:47:22,782 ] - | 1| 700| 1.478e-07| 0| 0.65253| 62.438|
[ INFO : 2025-05-29 06:48:16,692 ] - | 1| 800|1.6806e-07| 0| 0.64673| 63.461|
[ INFO : 2025-05-29 06:49:10,764 ] - | 1| 900| 1.881e-07| 0| 0.64003| 64.472|
[ INFO : 2025-05-29 06:50:05,202 ] - | 1| 1000|2.0792e-07| 0| 0.63428| 65.35|
[ INFO : 2025-05-29 06:50:59,484 ] - | 1| 1100|2.2754e-07| 0| 0.62866| 66.352|
[ INFO : 2025-05-29 06:51:53,762 ] - | 1| 1200|2.4694e-07| 0| 0.62292| 67.146|
[ INFO : 2025-05-29 06:52:48,034 ] - | 1| 1300|2.6613e-07| 0| 0.61563| 68.192|
[ INFO : 2025-05-29 06:53:42,310 ] - | 1| 1400|2.8512e-07| 0| 0.60869| 69.045|
[ INFO : 2025-05-29 06:54:36,573 ] - | 1| 1500| 3.039e-07| 0| 0.60278| 69.721|
[ INFO : 2025-05-29 06:55:30,842 ] - | 1| 1600|3.2247e-07| 0| 0.59599| 70.469|
[ INFO : 2025-05-29 06:56:25,109 ] - | 1| 1700|3.4084e-07| 0| 0.59048| 71.103|
[ INFO : 2025-05-29 06:57:19,365 ] - | 1| 1800|3.5901e-07| 0| 0.58325| 71.899|
[ INFO : 2025-05-29 06:58:13,822 ] - | 1| 1900|3.7698e-07| 0| 0.57617| 72.599|
[ INFO : 2025-05-29 06:59:07,686 ] - | 1| 2000|3.9475e-07| 0| 0.56882| 73.334|
[ INFO : 2025-05-29 07:00:01,709 ] - | 1| 2100|4.1232e-07| 0| 0.56136| 74.062|
[ INFO : 2025-05-29 07:00:55,724 ] - | 1| 2200| 4.297e-07| 0| 0.55338| 74.795|
[ INFO : 2025-05-29 07:01:49,594 ] - | 1| 2300|4.4689e-07| 0| 0.54342| 75.62|
[ INFO : 2025-05-29 07:02:43,613 ] - | 1| 2400|4.6388e-07| 0| 0.53396| 76.331|
[ INFO : 2025-05-29 07:03:37,884 ] - | 1| 2500|4.8069e-07| 0| 0.52301| 77.1|
[ INFO : 2025-05-29 07:04:32,146 ] - | 1| 2600| 4.973e-07| 0| 0.51167| 77.82|
[ INFO : 2025-05-29 07:05:26,393 ] - | 1| 2700|5.1373e-07| 0| 0.50056| 78.523|
[ INFO : 2025-05-29 07:06:20,890 ] - | 1| 2800|5.2997e-07| 0| 0.49103| 79.1|
[ INFO : 2025-05-29 07:07:14,752 ] - | 1| 2900|5.4602e-07| 0| 0.48239| 79.647|
[ INFO : 2025-05-29 07:08:08,619 ] - | 1| 3000| 5.619e-07| 0| 0.47338| 80.204|
[ INFO : 2025-05-29 07:09:02,455 ] - | 1| 3100|5.7759e-07| 0| 0.46446| 80.724|
[ INFO : 2025-05-29 07:09:56,314 ] - | 1| 3200| 5.931e-07| 0| 0.45544| 81.236|
[ INFO : 2025-05-29 07:10:50,412 ] - | 1| 3300|6.0843e-07| 0| 0.44635| 81.746|
[ INFO : 2025-05-29 07:11:44,283 ] - | 1| 3400|6.2359e-07| 0| 0.43928| 82.18|
[ INFO : 2025-05-29 07:12:38,118 ] - | 1| 3500|6.3857e-07| 0| 0.43211| 82.575|
[ INFO : 2025-05-29 07:13:31,958 ] - | 1| 3600|6.5337e-07| 0| 0.42477| 82.997|
[ INFO : 2025-05-29 07:14:25,800 ] - | 1| 3700|6.6801e-07| 0| 0.41764| 83.378|
[ INFO : 2025-05-29 07:15:20,229 ] - | 1| 3800|6.8247e-07| 0| 0.41068| 83.757|
[ INFO : 2025-05-29 07:16:14,405 ] - | 1| 3900|6.9676e-07| 0| 0.40481| 84.079|
[ INFO : 2025-05-29 07:17:08,411 ] - | 1| 4000|7.1088e-07| 0| 0.39813| 84.423|
[ INFO : 2025-05-29 07:18:02,642 ] - | 1| 4100|7.2484e-07| 0| 0.39211| 84.736|
[ INFO : 2025-05-29 07:18:56,890 ] - | 1| 4200|7.3863e-07| 0| 0.38742| 85.013|
[ INFO : 2025-05-29 07:19:51,098 ] - | 1| 4300|7.5226e-07| 0| 0.38198| 85.323|
[ INFO : 2025-05-29 07:20:45,338 ] - | 1| 4400|7.6572e-07| 0| 0.37611| 85.619|
[ INFO : 2025-05-29 07:21:39,594 ] - | 1| 4500|7.7902e-07| 0| 0.37128| 85.876|
[ INFO : 2025-05-29 07:22:33,918 ] - | 1| 4600|7.9216e-07| 0| 0.36664| 86.135|
[ INFO : 2025-05-29 07:23:28,545 ] - | 1| 4700|8.0514e-07| 0| 0.36233| 86.358|
[ INFO : 2025-05-29 07:24:22,835 ] - | 1| 4800|8.1796e-07| 0| 0.35797| 86.587|
[ INFO : 2025-05-29 07:25:16,837 ] - | 1| 4900|8.3063e-07| 0| 0.35393| 86.832|
[ INFO : 2025-05-29 07:26:11,007 ] - | 1| 5000|8.4314e-07| 0| 0.34963| 87.066|
[ INFO : 2025-05-29 07:27:04,962 ] - | 1| 5100| 8.555e-07| 0| 0.34572| 87.277|
[ INFO : 2025-05-29 07:27:58,855 ] - | 1| 5200| 8.677e-07| 0| 0.34163| 87.476|
[ INFO : 2025-05-29 07:28:52,732 ] - | 1| 5300|8.7975e-07| 0| 0.33751| 87.688|
[ INFO : 2025-05-29 07:29:46,600 ] - | 1| 5400|8.9166e-07| 0| 0.3336| 87.883|
[ INFO : 2025-05-29 07:30:40,477 ] - | 1| 5500|9.0341e-07| 0| 0.33002| 88.085|
[ INFO : 2025-05-29 07:31:34,612 ] - | 1| 5600|9.1502e-07| 0| 0.32644| 88.272|
[ INFO : 2025-05-29 07:32:28,469 ] - | 1| 5700|9.2647e-07| 0| 0.32254| 88.471|
[ INFO : 2025-05-29 07:33:22,458 ] - | 1| 5800|9.3779e-07| 0| 0.31942| 88.628|
[ INFO : 2025-05-29 07:34:16,338 ] - | 1| 5900|9.4896e-07| 0| 0.3163| 88.786|
[ INFO : 2025-05-29 07:35:10,218 ] - | 1| 6000|9.5999e-07| 0| 0.31294| 88.961|
[ INFO : 2025-05-29 07:36:04,087 ] - | 1| 6100|9.7087e-07| 0| 0.30974| 89.127|
[ INFO : 2025-05-29 07:36:57,980 ] - | 1| 6200|9.8161e-07| 0| 0.30706| 89.255|
[ INFO : 2025-05-29 07:37:51,859 ] - | 1| 6300|9.9222e-07| 0| 0.30377| 89.417|
[ INFO : 2025-05-29 07:38:45,896 ] - | 1| 6400|1.0027e-06| 0| 0.30106| 89.563|
[ INFO : 2025-05-29 07:39:40,087 ] - | 1| 6500| 1.013e-06| 0| 0.29813| 89.715|
[ INFO : 2025-05-29 07:40:34,398 ] - | 1| 6600|1.0232e-06| 0| 0.29564| 89.852|
[ INFO : 2025-05-29 07:41:28,618 ] - | 1| 6700|1.0333e-06| 0| 0.29278| 89.998|
[ INFO : 2025-05-29 07:42:22,892 ] - | 1| 6800|1.0432e-06| 0| 0.29064| 90.095|
[ INFO : 2025-05-29 07:43:17,174 ] - | 1| 6900| 1.053e-06| 0| 0.28795| 90.228|
[ INFO : 2025-05-29 07:44:11,479 ] - | 1| 7000|1.0627e-06| 0| 0.28537| 90.361|
[ INFO : 2025-05-29 07:45:05,487 ] - | 1| 7100|1.0722e-06| 0| 0.28272| 90.486|
[ INFO : 2025-05-29 07:45:59,371 ] - | 1| 7200|1.0816e-06| 0| 0.28027| 90.607|
[ INFO : 2025-05-29 07:46:53,273 ] - | 1| 7300|1.0909e-06| 0| 0.27802| 90.715|
[ INFO : 2025-05-29 07:47:47,165 ] - | 1| 7400| 1.1e-06| 0| 0.27569| 90.833|
[ INFO : 2025-05-29 07:48:41,409 ] - | 1| 7500| 1.109e-06| 0| 0.27312| 90.953|
[ INFO : 2025-05-29 07:49:35,285 ] - | 1| 7600|1.1179e-06| 0| 0.27081| 91.065|
[ INFO : 2025-05-29 07:50:29,197 ] - | 1| 7700|1.1267e-06| 0| 0.26866| 91.175|
[ INFO : 2025-05-29 07:51:23,088 ] - | 1| 7800|1.1353e-06| 0| 0.2667| 91.276|
[ INFO : 2025-05-29 07:52:17,073 ] - | 1| 7900|1.1439e-06| 0| 0.26462| 91.384|
[ INFO : 2025-05-29 07:53:10,972 ] - | 1| 8000|1.1523e-06| 0| 0.26254| 91.489|
[ INFO : 2025-05-29 07:54:04,874 ] - | 1| 8100|1.1606e-06| 0| 0.2605| 91.593|
[ INFO : 2025-05-29 07:54:58,776 ] - | 1| 8200|1.1687e-06| 0| 0.25839| 91.692|
[ INFO : 2025-05-29 07:55:53,022 ] - | 1| 8300|1.1768e-06| 0| 0.25672| 91.776|
[ INFO : 2025-05-29 07:56:47,172 ] - | 1| 8400|1.1847e-06| 0| 0.25479| 91.868|
[ INFO : 2025-05-29 07:57:41,296 ] - | 1| 8500|1.1925e-06| 0| 0.25298| 91.955|
[ INFO : 2025-05-29 07:58:35,496 ] - | 1| 8600|1.2003e-06| 0| 0.25117| 92.041|
[ INFO : 2025-05-29 07:59:29,690 ] - | 1| 8700|1.2078e-06| 0| 0.24946| 92.126|
[ INFO : 2025-05-29 08:00:23,579 ] - | 1| 8800|1.2153e-06| 0| 0.24762| 92.215|
[ INFO : 2025-05-29 08:01:17,502 ] - | 1| 8900|1.2227e-06| 0| 0.24582| 92.301|
[ INFO : 2025-05-29 08:02:11,609 ] - | 1| 9000|1.2299e-06| 0| 0.24406| 92.382|
[ INFO : 2025-05-29 08:03:05,904 ] - | 1| 9100|1.2371e-06| 0| 0.24219| 92.464|
[ INFO : 2025-05-29 08:04:00,217 ] - | 1| 9200|1.2441e-06| 0| 0.24052| 92.541|
[ INFO : 2025-05-29 08:04:54,295 ] - | 1| 9300|1.2511e-06| 0| 0.23869| 92.62|
[ INFO : 2025-05-29 08:05:48,569 ] - | 1| 9400|1.2579e-06| 0| 0.23687| 92.697|
[ INFO : 2025-05-29 08:06:42,514 ] - | 1| 9500|1.2646e-06| 0| 0.23538| 92.774|
[ INFO : 2025-05-29 08:07:36,448 ] - | 1| 9600|1.2712e-06| 0| 0.23374| 92.844|
[ INFO : 2025-05-29 08:08:30,359 ] - | 1| 9700|1.2777e-06| 0| 0.2321| 92.918|
[ INFO : 2025-05-29 08:09:24,275 ] - | 1| 9800|1.2841e-06| 0| 0.23042| 92.989|
[ INFO : 2025-05-29 08:10:18,183 ] - | 1| 9900|1.2904e-06| 0| 0.22893| 93.059|
[ INFO : 2025-05-29 08:11:12,107 ] - | 1| 10000|1.2966e-06| 0| 0.22737| 93.126|
[ INFO : 2025-05-29 08:12:06,057 ] - | 1| 10100|1.3027e-06| 0| 0.22583| 93.194|
[ INFO : 2025-05-29 08:12:59,977 ] - | 1| 10200|1.3087e-06| 0| 0.22431| 93.26|
[ INFO : 2025-05-29 08:13:54,159 ] - | 1| 10300|1.3146e-06| 0| 0.22284| 93.325|
[ INFO : 2025-05-29 08:14:48,064 ] - | 1| 10400|1.3204e-06| 0| 0.22141| 93.389|
[ INFO : 2025-05-29 08:15:41,989 ] - | 1| 10500|1.3262e-06| 0| 0.21993| 93.452|
[ INFO : 2025-05-29 08:16:35,926 ] - | 1| 10600|1.3318e-06| 0| 0.21851| 93.513|
[ INFO : 2025-05-29 08:17:29,814 ] - | 1| 10700|1.3373e-06| 0| 0.21729| 93.572|
[ INFO : 2025-05-29 08:18:23,951 ] - | 1| 10800|1.3427e-06| 0| 0.2159| 93.632|
[ INFO : 2025-05-29 08:19:17,862 ] - | 1| 10900| 1.348e-06| 0| 0.21461| 93.689|
[ INFO : 2025-05-29 08:20:11,780 ] - | 1| 11000|1.3533e-06| 0| 0.2132| 93.745|
[ INFO : 2025-05-29 08:21:05,692 ] - | 1| 11100|1.3584e-06| 0| 0.2119| 93.798|
[ INFO : 2025-05-29 08:21:59,588 ] - | 1| 11200|1.3635e-06| 0| 0.21051| 93.853|
[ INFO : 2025-05-29 08:22:53,828 ] - | 1| 11300|1.3684e-06| 0| 0.20925| 93.907|
[ INFO : 2025-05-29 08:23:46,546 ] - | 1| 11397|1.3732e-06| 0| 0.20802| 93.956|
[ INFO : 2025-05-29 08:24:55,007 ] - | 2| 100|1.3661e-06| 0| 0.066344| 99.75|
[ INFO : 2025-05-29 08:25:48,869 ] - | 2| 200|1.3589e-06| 0| 0.062643| 99.594|
[ INFO : 2025-05-29 08:26:42,757 ] - | 2| 300|1.3518e-06| 0| 0.060587| 99.729|
[ INFO : 2025-05-29 08:27:36,644 ] - | 2| 400|1.3447e-06| 0| 0.060496| 99.734|
[ INFO : 2025-05-29 08:28:30,539 ] - | 2| 500|1.3376e-06| 0| 0.058355| 99.75|
[ INFO : 2025-05-29 08:29:24,433 ] - | 2| 600|1.3306e-06| 0| 0.056239| 99.792|
[ INFO : 2025-05-29 08:30:18,305 ] - | 2| 700|1.3237e-06| 0| 0.055371| 99.812|
[ INFO : 2025-05-29 08:31:12,180 ] - | 2| 800|1.3167e-06| 0| 0.055045| 99.836|
[ INFO : 2025-05-29 08:32:06,217 ] - | 2| 900|1.3098e-06| 0| 0.055822| 99.854|
[ INFO : 2025-05-29 08:33:00,313 ] - | 2| 1000|1.3029e-06| 0| 0.056063| 99.869|
[ INFO : 2025-05-29 08:33:54,201 ] - | 2| 1100|1.2961e-06| 0| 0.055283| 99.875|
[ INFO : 2025-05-29 08:34:48,095 ] - | 2| 1200|1.2893e-06| 0| 0.054846| 99.875|
[ INFO : 2025-05-29 08:35:41,994 ] - | 2| 1300|1.2826e-06| 0| 0.053766| 99.88|
[ INFO : 2025-05-29 08:36:35,882 ] - | 2| 1400|1.2758e-06| 0| 0.053288| 99.884|
[ INFO : 2025-05-29 08:37:29,745 ] - | 2| 1500|1.2691e-06| 0| 0.053381| 99.892|
[ INFO : 2025-05-29 08:38:23,606 ] - | 2| 1600|1.2625e-06| 0| 0.052703| 99.898|
[ INFO : 2025-05-29 08:39:17,482 ] - | 2| 1700|1.2559e-06| 0| 0.052517| 99.904|
[ INFO : 2025-05-29 08:40:11,419 ] - | 2| 1800|1.2493e-06| 0| 0.051893| 99.91|
[ INFO : 2025-05-29 08:41:05,597 ] - | 2| 1900|1.2427e-06| 0| 0.05245| 99.901|
[ INFO : 2025-05-29 08:41:59,461 ] - | 2| 2000|1.2362e-06| 0| 0.051726| 99.906|
[ INFO : 2025-05-29 08:42:53,343 ] - | 2| 2100|1.2297e-06| 0| 0.051435| 99.911|
[ INFO : 2025-05-29 08:43:47,210 ] - | 2| 2200|1.2233e-06| 0| 0.051502| 99.906|
[ INFO : 2025-05-29 08:44:41,085 ] - | 2| 2300|1.2169e-06| 0| 0.051428| 99.91|
[ INFO : 2025-05-29 08:45:34,972 ] - | 2| 2400|1.2105e-06| 0| 0.051169| 99.911|
[ INFO : 2025-05-29 08:46:28,858 ] - | 2| 2500|1.2041e-06| 0| 0.05121| 99.907|
[ INFO : 2025-05-29 08:47:22,747 ] - | 2| 2600|1.1978e-06| 0| 0.050938| 99.911|
[ INFO : 2025-05-29 08:48:16,646 ] - | 2| 2700|1.1916e-06| 0| 0.050661| 99.914|
[ INFO : 2025-05-29 08:49:11,031 ] - | 2| 2800|1.1853e-06| 0| 0.05038| 99.915|
[ INFO : 2025-05-29 08:50:05,021 ] - | 2| 2900|1.1791e-06| 0| 0.050187| 99.914|
[ INFO : 2025-05-29 08:50:58,936 ] - | 2| 3000|1.1729e-06| 0| 0.049805| 99.917|
[ INFO : 2025-05-29 08:51:52,807 ] - | 2| 3100|1.1668e-06| 0| 0.0492| 99.919|
[ INFO : 2025-05-29 08:52:46,695 ] - | 2| 3200|1.1606e-06| 0| 0.04925| 99.922|
[ INFO : 2025-05-29 08:53:40,571 ] - | 2| 3300|1.1546e-06| 0| 0.049152| 99.919|
[ INFO : 2025-05-29 08:54:34,458 ] - | 2| 3400|1.1485e-06| 0| 0.049046| 99.921|
[ INFO : 2025-05-29 08:55:28,337 ] - | 2| 3500|1.1425e-06| 0| 0.048691| 99.92|
[ INFO : 2025-05-29 08:56:22,334 ] - | 2| 3600|1.1365e-06| 0| 0.048403| 99.922|
[ INFO : 2025-05-29 08:57:16,269 ] - | 2| 3700|1.1305e-06| 0| 0.048211| 99.924|
[ INFO : 2025-05-29 08:58:10,528 ] - | 2| 3800|1.1246e-06| 0| 0.047885| 99.926|
[ INFO : 2025-05-29 08:59:04,456 ] - | 2| 3900|1.1187e-06| 0| 0.047618| 99.928|
[ INFO : 2025-05-29 08:59:58,362 ] - | 2| 4000|1.1128e-06| 0| 0.04733| 99.93|
[ INFO : 2025-05-29 09:00:52,314 ] - | 2| 4100| 1.107e-06| 0| 0.046997| 99.931|
[ INFO : 2025-05-29 09:01:46,205 ] - | 2| 4200|1.1012e-06| 0| 0.046746| 99.933|
[ INFO : 2025-05-29 09:02:40,266 ] - | 2| 4300|1.0954e-06| 0| 0.046405| 99.935|
[ INFO : 2025-05-29 09:03:34,563 ] - | 2| 4400|1.0897e-06| 0| 0.046099| 99.935|
[ INFO : 2025-05-29 09:04:28,869 ] - | 2| 4500| 1.084e-06| 0| 0.045704| 99.935|
[ INFO : 2025-05-29 09:05:23,159 ] - | 2| 4600|1.0783e-06| 0| 0.045569| 99.935|
[ INFO : 2025-05-29 09:06:17,848 ] - | 2| 4700|1.0726e-06| 0| 0.045219| 99.935|
[ INFO : 2025-05-29 09:07:12,197 ] - | 2| 4800| 1.067e-06| 0| 0.044952| 99.936|
[ INFO : 2025-05-29 09:08:06,512 ] - | 2| 4900|1.0614e-06| 0| 0.044719| 99.938|
[ INFO : 2025-05-29 09:09:00,810 ] - | 2| 5000|1.0558e-06| 0| 0.044543| 99.939|
[ INFO : 2025-05-29 09:09:55,106 ] - | 2| 5100|1.0503e-06| 0| 0.044252| 99.939|
[ INFO : 2025-05-29 09:10:49,412 ] - | 2| 5200|1.0448e-06| 0| 0.043954| 99.94|
[ INFO : 2025-05-29 09:11:43,377 ] - | 2| 5300|1.0393e-06| 0| 0.043616| 99.941|
[ INFO : 2025-05-29 09:12:37,292 ] - | 2| 5400|1.0339e-06| 0| 0.043458| 99.94|
[ INFO : 2025-05-29 09:13:31,207 ] - | 2| 5500|1.0285e-06| 0| 0.043159| 99.941|
[ INFO : 2025-05-29 09:14:25,520 ] - | 2| 5600|1.0231e-06| 0| 0.04285| 99.942|
[ INFO : 2025-05-29 09:15:19,454 ] - | 2| 5700|1.0177e-06| 0| 0.042605| 99.943|
[ INFO : 2025-05-29 09:16:13,373 ] - | 2| 5800|1.0124e-06| 0| 0.042356| 99.944|
[ INFO : 2025-05-29 09:17:07,291 ] - | 2| 5900|1.0071e-06| 0| 0.042154| 99.945|
[ INFO : 2025-05-29 09:18:01,263 ] - | 2| 6000|1.0018e-06| 0| 0.04182| 99.946|
[ INFO : 2025-05-29 09:18:55,583 ] - | 2| 6100|9.9652e-07| 0| 0.041539| 99.947|
[ INFO : 2025-05-29 09:19:49,896 ] - | 2| 6200| 9.913e-07| 0| 0.041255| 99.948|
[ INFO : 2025-05-29 09:20:44,217 ] - | 2| 6300| 9.861e-07| 0| 0.040998| 99.948|
[ INFO : 2025-05-29 09:21:38,536 ] - | 2| 6400|9.8093e-07| 0| 0.040721| 99.949|
[ INFO : 2025-05-29 09:22:32,904 ] - | 2| 6500|9.7579e-07| 0| 0.040482| 99.95|
[ INFO : 2025-05-29 09:23:27,269 ] - | 2| 6600|9.7067e-07| 0| 0.040228| 99.951|
[ INFO : 2025-05-29 09:24:21,454 ] - | 2| 6700|9.6558e-07| 0| 0.040036| 99.951|
[ INFO : 2025-05-29 09:25:15,663 ] - | 2| 6800|9.6052e-07| 0| 0.039871| 99.951|
[ INFO : 2025-05-29 09:26:09,984 ] - | 2| 6900|9.5548e-07| 0| 0.039765| 99.949|
[ INFO : 2025-05-29 09:27:04,292 ] - | 2| 7000|9.5047e-07| 0| 0.039558| 99.95|
[ INFO : 2025-05-29 09:27:58,598 ] - | 2| 7100|9.4549e-07| 0| 0.039348| 99.951|
[ INFO : 2025-05-29 09:28:52,921 ] - | 2| 7200|9.4053e-07| 0| 0.039131| 99.951|
[ INFO : 2025-05-29 09:29:47,233 ] - | 2| 7300| 9.356e-07| 0| 0.038893| 99.952|
[ INFO : 2025-05-29 09:30:41,538 ] - | 2| 7400|9.3069e-07| 0| 0.038655| 99.953|
[ INFO : 2025-05-29 09:31:36,240 ] - | 2| 7500|9.2581e-07| 0| 0.038451| 99.953|
[ INFO : 2025-05-29 09:32:30,605 ] - | 2| 7600|9.2096e-07| 0| 0.038275| 99.954|
[ INFO : 2025-05-29 09:33:24,523 ] - | 2| 7700|9.1613e-07| 0| 0.038059| 99.955|
[ INFO : 2025-05-29 09:34:18,403 ] - | 2| 7800|9.1133e-07| 0| 0.037848| 99.955|
[ INFO : 2025-05-29 09:35:12,271 ] - | 2| 7900|9.0655e-07| 0| 0.037671| 99.954|
[ INFO : 2025-05-29 09:36:06,117 ] - | 2| 8000| 9.018e-07| 0| 0.037502| 99.955|
[ INFO : 2025-05-29 09:37:00,205 ] - | 2| 8100|8.9707e-07| 0| 0.037266| 99.954|
[ INFO : 2025-05-29 09:37:54,450 ] - | 2| 8200|8.9236e-07| 0| 0.037081| 99.955|
[ INFO : 2025-05-29 09:38:48,704 ] - | 2| 8300|8.8768e-07| 0| 0.03691| 99.956|
[ INFO : 2025-05-29 09:39:43,127 ] - | 2| 8400|8.8303e-07| 0| 0.036781| 99.956|
[ INFO : 2025-05-29 09:40:37,351 ] - | 2| 8500| 8.784e-07| 0| 0.036608| 99.957|
[ INFO : 2025-05-29 09:41:31,214 ] - | 2| 8600|8.7379e-07| 0| 0.036476| 99.957|
[ INFO : 2025-05-29 09:42:25,068 ] - | 2| 8700|8.6921e-07| 0| 0.036277| 99.958|
[ INFO : 2025-05-29 09:43:18,939 ] - | 2| 8800|8.6466e-07| 0| 0.036146| 99.958|
[ INFO : 2025-05-29 09:44:12,796 ] - | 2| 8900|8.6012e-07| 0| 0.03597| 99.959|
[ INFO : 2025-05-29 09:45:06,665 ] - | 2| 9000|8.5561e-07| 0| 0.03578| 99.959|
[ INFO : 2025-05-29 09:46:00,543 ] - | 2| 9100|8.5113e-07| 0| 0.03557| 99.959|
[ INFO : 2025-05-29 09:46:54,393 ] - | 2| 9200|8.4666e-07| 0| 0.035385| 99.96|
[ INFO : 2025-05-29 09:47:48,243 ] - | 2| 9300|8.4222e-07| 0| 0.035174| 99.96|
[ INFO : 2025-05-29 09:48:42,444 ] - | 2| 9400|8.3781e-07| 0| 0.034991| 99.96|
[ INFO : 2025-05-29 09:49:36,317 ] - | 2| 9500|8.3342e-07| 0| 0.034818| 99.96|
[ INFO : 2025-05-29 09:50:30,173 ] - | 2| 9600|8.2905e-07| 0| 0.034672| 99.96|
[ INFO : 2025-05-29 09:51:24,035 ] - | 2| 9700| 8.247e-07| 0| 0.034509| 99.961|
[ INFO : 2025-05-29 09:52:17,900 ] - | 2| 9800|8.2037e-07| 0| 0.034358| 99.961|
[ INFO : 2025-05-29 09:53:11,750 ] - | 2| 9900|8.1607e-07| 0| 0.034227| 99.961|
[ INFO : 2025-05-29 09:54:05,606 ] - | 2| 10000|8.1179e-07| 0| 0.034054| 99.962|
[ INFO : 2025-05-29 09:54:59,469 ] - | 2| 10100|8.0754e-07| 0| 0.033946| 99.962|
[ INFO : 2025-05-29 09:55:53,316 ] - | 2| 10200| 8.033e-07| 0| 0.033768| 99.963|
[ INFO : 2025-05-29 09:56:47,487 ] - | 2| 10300|7.9909e-07| 0| 0.03361| 99.963|
[ INFO : 2025-05-29 09:57:41,369 ] - | 2| 10400| 7.949e-07| 0| 0.033445| 99.963|
[ INFO : 2025-05-29 09:58:35,219 ] - | 2| 10500|7.9073e-07| 0| 0.033304| 99.963|
[ INFO : 2025-05-29 09:59:29,050 ] - | 2| 10600|7.8659e-07| 0| 0.033194| 99.963|
[ INFO : 2025-05-29 10:00:22,891 ] - | 2| 10700|7.8246e-07| 0| 0.033028| 99.964|
[ INFO : 2025-05-29 10:01:16,717 ] - | 2| 10800|7.7836e-07| 0| 0.03289| 99.964|
[ INFO : 2025-05-29 10:02:10,545 ] - | 2| 10900|7.7428e-07| 0| 0.032776| 99.963|
[ INFO : 2025-05-29 10:03:04,378 ] - | 2| 11000|7.7022e-07| 0| 0.032675| 99.963|
[ INFO : 2025-05-29 10:03:58,224 ] - | 2| 11100|7.6618e-07| 0| 0.032567| 99.963|
[ INFO : 2025-05-29 10:04:52,070 ] - | 2| 11200|7.6216e-07| 0| 0.032412| 99.963|
[ INFO : 2025-05-29 10:05:46,650 ] - | 2| 11300|7.5817e-07| 0| 0.032296| 99.963|
[ INFO : 2025-05-29 10:06:39,593 ] - | 2| 11397|7.5431e-07| 0| 0.032161| 99.964|
[ INFO : 2025-05-29 10:07:47,958 ] - | 3| 100|7.5036e-07| 0| 0.019246| 100|
[ INFO : 2025-05-29 10:08:41,776 ] - | 3| 200|7.4642e-07| 0| 0.017758| 100|
[ INFO : 2025-05-29 10:09:35,634 ] - | 3| 300|7.4251e-07| 0| 0.016996| 100|
[ INFO : 2025-05-29 10:10:29,517 ] - | 3| 400|7.3862e-07| 0| 0.016896| 100|
[ INFO : 2025-05-29 10:11:23,431 ] - | 3| 500|7.3474e-07| 0| 0.017228| 99.975|
[ INFO : 2025-05-29 10:12:17,322 ] - | 3| 600|7.3089e-07| 0| 0.017965| 99.958|
[ INFO : 2025-05-29 10:13:11,205 ] - | 3| 700|7.2706e-07| 0| 0.017722| 99.964|
[ INFO : 2025-05-29 10:14:05,116 ] - | 3| 800|7.2325e-07| 0| 0.017277| 99.969|
[ INFO : 2025-05-29 10:14:59,129 ] - | 3| 900|7.1945e-07| 0| 0.016971| 99.972|
[ INFO : 2025-05-29 10:15:53,289 ] - | 3| 1000|7.1568e-07| 0| 0.016686| 99.975|
[ INFO : 2025-05-29 10:16:47,202 ] - | 3| 1100|7.1193e-07| 0| 0.016306| 99.977|
[ INFO : 2025-05-29 10:17:41,093 ] - | 3| 1200| 7.082e-07| 0| 0.016142| 99.979|
[ INFO : 2025-05-29 10:18:34,998 ] - | 3| 1300|7.0448e-07| 0| 0.016357| 99.981|
[ INFO : 2025-05-29 10:19:28,901 ] - | 3| 1400|7.0079e-07| 0| 0.016228| 99.982|
[ INFO : 2025-05-29 10:20:22,801 ] - | 3| 1500|6.9711e-07| 0| 0.016087| 99.983|
[ INFO : 2025-05-29 10:21:16,693 ] - | 3| 1600|6.9346e-07| 0| 0.016105| 99.98|
[ INFO : 2025-05-29 10:22:10,569 ] - | 3| 1700|6.8982e-07| 0| 0.015892| 99.982|
[ INFO : 2025-05-29 10:23:04,477 ] - | 3| 1800|6.8621e-07| 0| 0.015856| 99.979|
[ INFO : 2025-05-29 10:23:58,711 ] - | 3| 1900|6.8261e-07| 0| 0.015893| 99.977|
[ INFO : 2025-05-29 10:24:52,622 ] - | 3| 2000|6.7903e-07| 0| 0.015718| 99.978|
[ INFO : 2025-05-29 10:25:46,531 ] - | 3| 2100|6.7547e-07| 0| 0.015757| 99.979|
[ INFO : 2025-05-29 10:26:40,468 ] - | 3| 2200|6.7193e-07| 0| 0.015657| 99.98|
[ INFO : 2025-05-29 10:27:34,382 ] - | 3| 2300| 6.684e-07| 0| 0.015754| 99.978|
[ INFO : 2025-05-29 10:28:28,285 ] - | 3| 2400| 6.649e-07| 0| 0.015691| 99.977|
[ INFO : 2025-05-29 10:29:22,216 ] - | 3| 2500|6.6141e-07| 0| 0.015557| 99.977|
[ INFO : 2025-05-29 10:30:16,128 ] - | 3| 2600|6.5795e-07| 0| 0.015425| 99.978|
[ INFO : 2025-05-29 10:31:10,066 ] - | 3| 2700| 6.545e-07| 0| 0.01542| 99.979|
[ INFO : 2025-05-29 10:32:04,344 ] - | 3| 2800|6.5106e-07| 0| 0.015373| 99.98|
[ INFO : 2025-05-29 10:32:58,288 ] - | 3| 2900|6.4765e-07| 0| 0.015297| 99.981|
[ INFO : 2025-05-29 10:33:52,171 ] - | 3| 3000|6.4425e-07| 0| 0.01526| 99.981|
[ INFO : 2025-05-29 10:34:46,004 ] - | 3| 3100|6.4088e-07| 0| 0.015218| 99.982|
[ INFO : 2025-05-29 10:35:39,895 ] - | 3| 3200|6.3752e-07| 0| 0.015195| 99.982|
[ INFO : 2025-05-29 10:36:33,821 ] - | 3| 3300|6.3417e-07| 0| 0.01524| 99.983|
[ INFO : 2025-05-29 10:37:27,961 ] - | 3| 3400|6.3085e-07| 0| 0.015318| 99.983|
[ INFO : 2025-05-29 10:38:21,988 ] - | 3| 3500|6.2754e-07| 0| 0.015249| 99.984|
[ INFO : 2025-05-29 10:39:15,892 ] - | 3| 3600|6.2425e-07| 0| 0.015095| 99.984|
[ INFO : 2025-05-29 10:40:09,787 ] - | 3| 3700|6.2098e-07| 0| 0.014993| 99.985|
[ INFO : 2025-05-29 10:41:04,000 ] - | 3| 3800|6.1772e-07| 0| 0.014895| 99.985|
[ INFO : 2025-05-29 10:41:57,893 ] - | 3| 3900|6.1448e-07| 0| 0.014883| 99.986|
[ INFO : 2025-05-29 10:42:51,786 ] - | 3| 4000|6.1126e-07| 0| 0.014873| 99.986|
[ INFO : 2025-05-29 10:43:45,692 ] - | 3| 4100|6.0806e-07| 0| 0.01485| 99.986|
[ INFO : 2025-05-29 10:44:39,571 ] - | 3| 4200|6.0487e-07| 0| 0.014807| 99.987|
[ INFO : 2025-05-29 10:45:33,433 ] - | 3| 4300| 6.017e-07| 0| 0.014773| 99.985|
[ INFO : 2025-05-29 10:46:27,591 ] - | 3| 4400|5.9854e-07| 0| 0.014782| 99.984|
[ INFO : 2025-05-29 10:47:21,854 ] - | 3| 4500| 5.954e-07| 0| 0.014784| 99.985|
[ INFO : 2025-05-29 10:48:15,862 ] - | 3| 4600|5.9228e-07| 0| 0.014769| 99.984|
[ INFO : 2025-05-29 10:49:10,084 ] - | 3| 4700|5.8918e-07| 0| 0.014748| 99.984|
[ INFO : 2025-05-29 10:50:03,988 ] - | 3| 4800|5.8609e-07| 0| 0.014685| 99.982|
[ INFO : 2025-05-29 10:50:57,882 ] - | 3| 4900|5.8301e-07| 0| 0.014616| 99.982|
[ INFO : 2025-05-29 10:51:51,783 ] - | 3| 5000|5.7996e-07| 0| 0.014559| 99.983|
[ INFO : 2025-05-29 10:52:45,724 ] - | 3| 5100|5.7692e-07| 0| 0.014473| 99.983|
[ INFO : 2025-05-29 10:53:39,613 ] - | 3| 5200|5.7389e-07| 0| 0.014414| 99.983|
[ INFO : 2025-05-29 10:54:33,494 ] - | 3| 5300|5.7088e-07| 0| 0.014354| 99.983|
[ INFO : 2025-05-29 10:55:27,379 ] - | 3| 5400|5.6789e-07| 0| 0.014283| 99.984|
[ INFO : 2025-05-29 10:56:21,265 ] - | 3| 5500|5.6491e-07| 0| 0.014215| 99.984|
[ INFO : 2025-05-29 10:57:15,468 ] - | 3| 5600|5.6195e-07| 0| 0.014202| 99.984|
[ INFO : 2025-05-29 10:58:09,410 ] - | 3| 5700| 5.59e-07| 0| 0.014209| 99.984|
[ INFO : 2025-05-29 10:59:03,329 ] - | 3| 5800|5.5607e-07| 0| 0.014183| 99.984|
[ INFO : 2025-05-29 10:59:57,321 ] - | 3| 5900|5.5316e-07| 0| 0.01413| 99.984|
[ INFO : 2025-05-29 11:00:51,630 ] - | 3| 6000|5.5026e-07| 0| 0.014056| 99.984|
[ INFO : 2025-05-29 11:01:45,933 ] - | 3| 6100|5.4737e-07| 0| 0.014031| 99.985|
[ INFO : 2025-05-29 11:02:40,224 ] - | 3| 6200| 5.445e-07| 0| 0.013943| 99.985|
[ INFO : 2025-05-29 11:03:34,366 ] - | 3| 6300|5.4165e-07| 0| 0.013936| 99.985|
[ INFO : 2025-05-29 11:04:28,264 ] - | 3| 6400|5.3881e-07| 0| 0.013887| 99.985|
[ INFO : 2025-05-29 11:05:22,166 ] - | 3| 6500|5.3598e-07| 0| 0.013839| 99.986|
[ INFO : 2025-05-29 11:06:16,435 ] - | 3| 6600|5.3317e-07| 0| 0.013782| 99.986|
[ INFO : 2025-05-29 11:07:10,353 ] - | 3| 6700|5.3037e-07| 0| 0.013735| 99.986|
[ INFO : 2025-05-29 11:08:04,274 ] - | 3| 6800|5.2759e-07| 0| 0.013678| 99.986|
[ INFO : 2025-05-29 11:08:58,176 ] - | 3| 6900|5.2483e-07| 0| 0.013655| 99.986|
[ INFO : 2025-05-29 11:09:52,079 ] - | 3| 7000|5.2208e-07| 0| 0.013615| 99.987|
[ INFO : 2025-05-29 11:10:46,007 ] - | 3| 7100|5.1934e-07| 0| 0.013583| 99.986|
[ INFO : 2025-05-29 11:11:39,927 ] - | 3| 7200|5.1661e-07| 0| 0.013577| 99.984|
[ INFO : 2025-05-29 11:12:33,889 ] - | 3| 7300|5.1391e-07| 0| 0.013546| 99.985|
[ INFO : 2025-05-29 11:13:28,004 ] - | 3| 7400|5.1121e-07| 0| 0.013506| 99.985|
[ INFO : 2025-05-29 11:14:22,707 ] - | 3| 7500|5.0853e-07| 0| 0.01347| 99.985|
[ INFO : 2025-05-29 11:15:17,065 ] - | 3| 7600|5.0586e-07| 0| 0.013409| 99.985|
[ INFO : 2025-05-29 11:16:11,375 ] - | 3| 7700|5.0321e-07| 0| 0.013362| 99.985|
[ INFO : 2025-05-29 11:17:05,692 ] - | 3| 7800|5.0057e-07| 0| 0.0133| 99.986|
[ INFO : 2025-05-29 11:18:00,010 ] - | 3| 7900|4.9795e-07| 0| 0.013246| 99.986|
[ INFO : 2025-05-29 11:18:54,360 ] - | 3| 8000|4.9534e-07| 0| 0.0132| 99.986|
[ INFO : 2025-05-29 11:19:48,673 ] - | 3| 8100|4.9274e-07| 0| 0.01318| 99.985|
[ INFO : 2025-05-29 11:20:42,990 ] - | 3| 8200|4.9016e-07| 0| 0.013161| 99.986|
[ INFO : 2025-05-29 11:21:37,313 ] - | 3| 8300|4.8759e-07| 0| 0.013116| 99.986|
[ INFO : 2025-05-29 11:22:31,781 ] - | 3| 8400|4.8503e-07| 0| 0.013075| 99.986|
[ INFO : 2025-05-29 11:23:26,398 ] - | 3| 8500|4.8249e-07| 0| 0.013035| 99.986|
[ INFO : 2025-05-29 11:24:20,746 ] - | 3| 8600|4.7996e-07| 0| 0.013014| 99.985|
[ INFO : 2025-05-29 11:25:15,077 ] - | 3| 8700|4.7744e-07| 0| 0.012991| 99.986|
[ INFO : 2025-05-29 11:26:09,422 ] - | 3| 8800|4.7494e-07| 0| 0.012955| 99.986|
[ INFO : 2025-05-29 11:27:03,728 ] - | 3| 8900|4.7245e-07| 0| 0.012933| 99.986|
[ INFO : 2025-05-29 11:27:58,072 ] - | 3| 9000|4.6997e-07| 0| 0.012898| 99.986|
[ INFO : 2025-05-29 11:28:52,400 ] - | 3| 9100|4.6751e-07| 0| 0.012866| 99.986|
[ INFO : 2025-05-29 11:29:46,715 ] - | 3| 9200|4.6506e-07| 0| 0.012844| 99.986|
[ INFO : 2025-05-29 11:30:41,033 ] - | 3| 9300|4.6262e-07| 0| 0.01281| 99.987|
[ INFO : 2025-05-29 11:31:35,435 ] - | 3| 9400|4.6019e-07| 0| 0.012789| 99.987|
[ INFO : 2025-05-29 11:32:29,350 ] - | 3| 9500|4.5778e-07| 0| 0.012757| 99.987|
[ INFO : 2025-05-29 11:33:23,248 ] - | 3| 9600|4.5538e-07| 0| 0.012716| 99.987|
[ INFO : 2025-05-29 11:34:17,160 ] - | 3| 9700|4.5299e-07| 0| 0.012698| 99.987|
[ INFO : 2025-05-29 11:35:11,085 ] - | 3| 9800|4.5062e-07| 0| 0.012672| 99.987|
[ INFO : 2025-05-29 11:36:05,259 ] - | 3| 9900|4.4825e-07| 0| 0.012636| 99.987|
[ INFO : 2025-05-29 11:36:59,579 ] - | 3| 10000| 4.459e-07| 0| 0.012593| 99.987|
[ INFO : 2025-05-29 11:37:53,920 ] - | 3| 10100|4.4356e-07| 0| 0.012546| 99.988|
[ INFO : 2025-05-29 11:38:48,237 ] - | 3| 10200|4.4124e-07| 0| 0.012512| 99.988|
[ INFO : 2025-05-29 11:39:42,607 ] - | 3| 10300|4.3893e-07| 0| 0.012478| 99.988|
[ INFO : 2025-05-29 11:40:36,595 ] - | 3| 10400|4.3662e-07| 0| 0.012496| 99.987|
[ INFO : 2025-05-29 11:41:30,521 ] - | 3| 10500|4.3433e-07| 0| 0.012504| 99.986|
[ INFO : 2025-05-29 11:42:24,449 ] - | 3| 10600|4.3206e-07| 0| 0.012461| 99.986|
[ INFO : 2025-05-29 11:43:18,415 ] - | 3| 10700|4.2979e-07| 0| 0.01241| 99.987|
[ INFO : 2025-05-29 11:44:12,375 ] - | 3| 10800|4.2754e-07| 0| 0.012369| 99.987|
[ INFO : 2025-05-29 11:45:06,359 ] - | 3| 10900| 4.253e-07| 0| 0.012328| 99.987|
[ INFO : 2025-05-29 11:46:00,421 ] - | 3| 11000|4.2307e-07| 0| 0.012317| 99.986|
[ INFO : 2025-05-29 11:46:54,740 ] - | 3| 11100|4.2085e-07| 0| 0.01229| 99.986|
[ INFO : 2025-05-29 11:47:49,047 ] - | 3| 11200|4.1864e-07| 0| 0.012249| 99.987|
[ INFO : 2025-05-29 11:48:43,779 ] - | 3| 11300|4.1645e-07| 0| 0.012207| 99.987|
[ INFO : 2025-05-29 11:49:36,728 ] - | 3| 11397|4.1433e-07| 0| 0.012181| 99.987|
[ INFO : 2025-05-29 11:50:45,531 ] - | 4| 100|4.1216e-07| 0| 0.011305| 100|
[ INFO : 2025-05-29 11:51:39,787 ] - | 4| 200| 4.1e-07| 0| 0.011262| 99.969|
[ INFO : 2025-05-29 11:52:34,090 ] - | 4| 300|4.0785e-07| 0| 0.010273| 99.979|
[ INFO : 2025-05-29 11:53:28,427 ] - | 4| 400|4.0571e-07| 0| 0.010109| 99.984|
[ INFO : 2025-05-29 11:54:22,784 ] - | 4| 500|4.0358e-07| 0| 0.0095476| 99.987|
[ INFO : 2025-05-29 11:55:17,120 ] - | 4| 600|4.0146e-07| 0| 0.0095149| 99.99|
[ INFO : 2025-05-29 11:56:11,417 ] - | 4| 700|3.9936e-07| 0| 0.0095323| 99.991|
[ INFO : 2025-05-29 11:57:05,679 ] - | 4| 800|3.9726e-07| 0| 0.0093086| 99.992|
[ INFO : 2025-05-29 11:58:00,086 ] - | 4| 900|3.9518e-07| 0| 0.0092652| 99.993|
[ INFO : 2025-05-29 11:58:54,202 ] - | 4| 1000|3.9311e-07| 0| 0.0091379| 99.994|
[ INFO : 2025-05-29 11:59:48,123 ] - | 4| 1100|3.9105e-07| 0| 0.0089546| 99.994|
[ INFO : 2025-05-29 12:00:42,082 ] - | 4| 1200| 3.89e-07| 0| 0.0088099| 99.995|
[ INFO : 2025-05-29 12:01:35,968 ] - | 4| 1300|3.8696e-07| 0| 0.0088192| 99.995|
[ INFO : 2025-05-29 12:02:29,852 ] - | 4| 1400|3.8493e-07| 0| 0.0087789| 99.996|
[ INFO : 2025-05-29 12:03:23,741 ] - | 4| 1500|3.8291e-07| 0| 0.0089935| 99.992|
[ INFO : 2025-05-29 12:04:17,625 ] - | 4| 1600| 3.809e-07| 0| 0.0090024| 99.992|
[ INFO : 2025-05-29 12:05:11,530 ] - | 4| 1700|3.7891e-07| 0| 0.0089355| 99.989|
[ INFO : 2025-05-29 12:06:05,410 ] - | 4| 1800|3.7692e-07| 0| 0.0092182| 99.986|
[ INFO : 2025-05-29 12:06:59,610 ] - | 4| 1900|3.7494e-07| 0| 0.0091191| 99.987|
[ INFO : 2025-05-29 12:07:53,505 ] - | 4| 2000|3.7298e-07| 0| 0.0090715| 99.987|
[ INFO : 2025-05-29 12:08:47,408 ] - | 4| 2100|3.7102e-07| 0| 0.0090055| 99.988|
[ INFO : 2025-05-29 12:09:41,304 ] - | 4| 2200|3.6908e-07| 0| 0.0089165| 99.989|
[ INFO : 2025-05-29 12:10:35,208 ] - | 4| 2300|3.6714e-07| 0| 0.0088999| 99.989|
[ INFO : 2025-05-29 12:11:29,079 ] - | 4| 2400|3.6522e-07| 0| 0.0088756| 99.99|
[ INFO : 2025-05-29 12:12:22,970 ] - | 4| 2500| 3.633e-07| 0| 0.008934| 99.99|
[ INFO : 2025-05-29 12:13:16,880 ] - | 4| 2600| 3.614e-07| 0| 0.0089882| 99.99|
[ INFO : 2025-05-29 12:14:10,772 ] - | 4| 2700| 3.595e-07| 0| 0.0089811| 99.991|
[ INFO : 2025-05-29 12:15:04,970 ] - | 4| 2800|3.5762e-07| 0| 0.0089502| 99.991|
[ INFO : 2025-05-29 12:15:58,848 ] - | 4| 2900|3.5574e-07| 0| 0.0089147| 99.991|
[ INFO : 2025-05-29 12:16:52,727 ] - | 4| 3000|3.5388e-07| 0| 0.0088899| 99.992|
[ INFO : 2025-05-29 12:17:46,609 ] - | 4| 3100|3.5202e-07| 0| 0.0088333| 99.992|
[ INFO : 2025-05-29 12:18:40,473 ] - | 4| 3200|3.5018e-07| 0| 0.0087808| 99.992|
[ INFO : 2025-05-29 12:19:34,330 ] - | 4| 3300|3.4834e-07| 0| 0.0087097| 99.992|
[ INFO : 2025-05-29 12:20:28,207 ] - | 4| 3400|3.4651e-07| 0| 0.0086741| 99.993|
[ INFO : 2025-05-29 12:21:22,074 ] - | 4| 3500| 3.447e-07| 0| 0.0086248| 99.993|
[ INFO : 2025-05-29 12:22:15,949 ] - | 4| 3600|3.4289e-07| 0| 0.0085991| 99.993|
[ INFO : 2025-05-29 12:23:09,829 ] - | 4| 3700|3.4109e-07| 0| 0.0085524| 99.993|
[ INFO : 2025-05-29 12:24:04,033 ] - | 4| 3800| 3.393e-07| 0| 0.0086038| 99.992|
[ INFO : 2025-05-29 12:24:57,901 ] - | 4| 3900|3.3752e-07| 0| 0.0086074| 99.992|
[ INFO : 2025-05-29 12:25:51,760 ] - | 4| 4000|3.3575e-07| 0| 0.0085755| 99.992|
[ INFO : 2025-05-29 12:26:45,617 ] - | 4| 4100|3.3399e-07| 0| 0.0085458| 99.992|
[ INFO : 2025-05-29 12:27:39,853 ] - | 4| 4200|3.3224e-07| 0| 0.0085666| 99.993|
[ INFO : 2025-05-29 12:28:34,110 ] - | 4| 4300| 3.305e-07| 0| 0.008527| 99.993|
[ INFO : 2025-05-29 12:29:28,361 ] - | 4| 4400|3.2877e-07| 0| 0.0084722| 99.993|
[ INFO : 2025-05-29 12:30:22,629 ] - | 4| 4500|3.2704e-07| 0| 0.0084408| 99.993|
[ INFO : 2025-05-29 12:31:16,870 ] - | 4| 4600|3.2533e-07| 0| 0.0084195| 99.993|
[ INFO : 2025-05-29 12:32:11,183 ] - | 4| 4700|3.2362e-07| 0| 0.0083878| 99.993|
[ INFO : 2025-05-29 12:33:05,060 ] - | 4| 4800|3.2193e-07| 0| 0.0083804| 99.993|
[ INFO : 2025-05-29 12:33:58,937 ] - | 4| 4900|3.2024e-07| 0| 0.0083493| 99.994|
[ INFO : 2025-05-29 12:34:52,827 ] - | 4| 5000|3.1856e-07| 0| 0.0083211| 99.994|
[ INFO : 2025-05-29 12:35:46,701 ] - | 4| 5100|3.1689e-07| 0| 0.0083753| 99.994|
[ INFO : 2025-05-29 12:36:40,591 ] - | 4| 5200|3.1523e-07| 0| 0.008386| 99.994|
[ INFO : 2025-05-29 12:37:34,461 ] - | 4| 5300|3.1357e-07| 0| 0.0083899| 99.994|
[ INFO : 2025-05-29 12:38:28,334 ] - | 4| 5400|3.1193e-07| 0| 0.0083559| 99.994|
[ INFO : 2025-05-29 12:39:22,517 ] - | 4| 5500|3.1029e-07| 0| 0.0083394| 99.994|
[ INFO : 2025-05-29 12:40:16,920 ] - | 4| 5600|3.0867e-07| 0| 0.0083061| 99.994|
[ INFO : 2025-05-29 12:41:10,790 ] - | 4| 5700|3.0705e-07| 0| 0.0082919| 99.995|
[ INFO : 2025-05-29 12:42:04,633 ] - | 4| 5800|3.0544e-07| 0| 0.0082648| 99.995|
[ INFO : 2025-05-29 12:42:58,481 ] - | 4| 5900|3.0384e-07| 0| 0.0082792| 99.993|
[ INFO : 2025-05-29 12:43:52,320 ] - | 4| 6000|3.0224e-07| 0| 0.0082813| 99.993|
[ INFO : 2025-05-29 12:44:46,168 ] - | 4| 6100|3.0066e-07| 0| 0.0082519| 99.993|
[ INFO : 2025-05-29 12:45:40,019 ] - | 4| 6200|2.9908e-07| 0| 0.0082358| 99.993|
[ INFO : 2025-05-29 12:46:33,914 ] - | 4| 6300|2.9752e-07| 0| 0.0082109| 99.993|
[ INFO : 2025-05-29 12:47:28,168 ] - | 4| 6400|2.9596e-07| 0| 0.0081878| 99.993|
[ INFO : 2025-05-29 12:48:22,430 ] - | 4| 6500| 2.944e-07| 0| 0.0081639| 99.993|
[ INFO : 2025-05-29 12:49:16,996 ] - | 4| 6600|2.9286e-07| 0| 0.0081423| 99.993|
[ INFO : 2025-05-29 12:50:11,246 ] - | 4| 6700|2.9132e-07| 0| 0.0081187| 99.993|
[ INFO : 2025-05-29 12:51:05,473 ] - | 4| 6800| 2.898e-07| 0| 0.0080927| 99.994|
[ INFO : 2025-05-29 12:51:59,718 ] - | 4| 6900|2.8828e-07| 0| 0.0080934| 99.994|
[ INFO : 2025-05-29 12:52:53,959 ] - | 4| 7000|2.8677e-07| 0| 0.0080665| 99.994|
[ INFO : 2025-05-29 12:53:48,225 ] - | 4| 7100|2.8526e-07| 0| 0.0080416| 99.993|
[ INFO : 2025-05-29 12:54:42,470 ] - | 4| 7200|2.8377e-07| 0| 0.0080303| 99.993|
[ INFO : 2025-05-29 12:55:36,720 ] - | 4| 7300|2.8228e-07| 0| 0.0080104| 99.993|
[ INFO : 2025-05-29 12:56:30,974 ] - | 4| 7400| 2.808e-07| 0| 0.0080155| 99.993|
[ INFO : 2025-05-29 12:57:25,374 ] - | 4| 7500|2.7933e-07| 0| 0.0079889| 99.993|
[ INFO : 2025-05-29 12:58:19,264 ] - | 4| 7600|2.7786e-07| 0| 0.0079682| 99.993|
[ INFO : 2025-05-29 12:59:13,141 ] - | 4| 7700| 2.764e-07| 0| 0.0079616| 99.994|
[ INFO : 2025-05-29 13:00:07,015 ] - | 4| 7800|2.7496e-07| 0| 0.0079268| 99.994|
[ INFO : 2025-05-29 13:01:00,894 ] - | 4| 7900|2.7351e-07| 0| 0.0079391| 99.994|
[ INFO : 2025-05-29 13:01:54,773 ] - | 4| 8000|2.7208e-07| 0| 0.0079335| 99.994|
[ INFO : 2025-05-29 13:02:48,674 ] - | 4| 8100|2.7065e-07| 0| 0.007916| 99.994|
[ INFO : 2025-05-29 13:03:42,542 ] - | 4| 8200|2.6923e-07| 0| 0.0078933| 99.994|
[ INFO : 2025-05-29 13:04:36,402 ] - | 4| 8300|2.6782e-07| 0| 0.0078892| 99.994|
[ INFO : 2025-05-29 13:05:30,487 ] - | 4| 8400|2.6642e-07| 0| 0.0078704| 99.994|
[ INFO : 2025-05-29 13:06:24,984 ] - | 4| 8500|2.6502e-07| 0| 0.007864| 99.994|
[ INFO : 2025-05-29 13:07:19,285 ] - | 4| 8600|2.6363e-07| 0| 0.007837| 99.994|
[ INFO : 2025-05-29 13:08:13,604 ] - | 4| 8700|2.6225e-07| 0| 0.0078211| 99.994|
[ INFO : 2025-05-29 13:09:07,912 ] - | 4| 8800|2.6087e-07| 0| 0.0078095| 99.994|
[ INFO : 2025-05-29 13:10:02,219 ] - | 4| 8900|2.5951e-07| 0| 0.0078065| 99.994|
[ INFO : 2025-05-29 13:10:56,511 ] - | 4| 9000|2.5815e-07| 0| 0.0077907| 99.994|
[ INFO : 2025-05-29 13:11:50,804 ] - | 4| 9100|2.5679e-07| 0| 0.0077785| 99.993|
[ INFO : 2025-05-29 13:12:45,104 ] - | 4| 9200|2.5545e-07| 0| 0.0077792| 99.993|
[ INFO : 2025-05-29 13:13:39,417 ] - | 4| 9300|2.5411e-07| 0| 0.0077653| 99.993|
[ INFO : 2025-05-29 13:14:33,839 ] - | 4| 9400|2.5277e-07| 0| 0.0077576| 99.993|
[ INFO : 2025-05-29 13:15:28,088 ] - | 4| 9500|2.5145e-07| 0| 0.0077581| 99.993|
[ INFO : 2025-05-29 13:16:22,346 ] - | 4| 9600|2.5013e-07| 0| 0.0077351| 99.993|
[ INFO : 2025-05-29 13:17:16,628 ] - | 4| 9700|2.4882e-07| 0| 0.0077168| 99.994|
[ INFO : 2025-05-29 13:18:10,876 ] - | 4| 9800|2.4751e-07| 0| 0.0076977| 99.994|
[ INFO : 2025-05-29 13:19:05,193 ] - | 4| 9900|2.4622e-07| 0| 0.0076781| 99.994|
[ INFO : 2025-05-29 13:19:59,491 ] - | 4| 10000|2.4493e-07| 0| 0.0076679| 99.994|
[ INFO : 2025-05-29 13:20:53,758 ] - | 4| 10100|2.4364e-07| 0| 0.0076445| 99.994|
[ INFO : 2025-05-29 13:21:48,053 ] - | 4| 10200|2.4236e-07| 0| 0.0076314| 99.994|
[ INFO : 2025-05-29 13:22:42,636 ] - | 4| 10300|2.4109e-07| 0| 0.0076092| 99.994|
[ INFO : 2025-05-29 13:23:36,939 ] - | 4| 10400|2.3983e-07| 0| 0.0075944| 99.994|
[ INFO : 2025-05-29 13:24:31,216 ] - | 4| 10500|2.3857e-07| 0| 0.0075698| 99.994|
[ INFO : 2025-05-29 13:25:25,501 ] - | 4| 10600|2.3732e-07| 0| 0.0075635| 99.994|
[ INFO : 2025-05-29 13:26:19,782 ] - | 4| 10700|2.3608e-07| 0| 0.0075443| 99.994|
[ INFO : 2025-05-29 13:27:14,051 ] - | 4| 10800|2.3484e-07| 0| 0.007539| 99.994|
[ INFO : 2025-05-29 13:28:08,319 ] - | 4| 10900|2.3361e-07| 0| 0.0075309| 99.994|
[ INFO : 2025-05-29 13:29:02,603 ] - | 4| 11000|2.3238e-07| 0| 0.0075086| 99.994|
[ INFO : 2025-05-29 13:29:56,868 ] - | 4| 11100|2.3116e-07| 0| 0.0075116| 99.993|
[ INFO : 2025-05-29 13:30:50,950 ] - | 4| 11200|2.2995e-07| 0| 0.0075029| 99.993|
[ INFO : 2025-05-29 13:31:45,333 ] - | 4| 11300|2.2875e-07| 0| 0.007484| 99.993|
[ INFO : 2025-05-29 13:32:38,279 ] - | 4| 11397|2.2758e-07| 0| 0.007462| 99.993|
[ INFO : 2025-05-29 13:33:46,484 ] - | 5| 100|2.2639e-07| 0| 0.0062654| 100|
[ INFO : 2025-05-29 13:34:40,313 ] - | 5| 200| 2.252e-07| 0| 0.0059358| 100|
[ INFO : 2025-05-29 13:35:34,176 ] - | 5| 300|2.2402e-07| 0| 0.005884| 100|
[ INFO : 2025-05-29 13:36:28,065 ] - | 5| 400|2.2285e-07| 0| 0.0058216| 100|
[ INFO : 2025-05-29 13:37:21,947 ] - | 5| 500|2.2168e-07| 0| 0.005825| 100|
[ INFO : 2025-05-29 13:38:15,829 ] - | 5| 600|2.2052e-07| 0| 0.0061103| 99.99|
[ INFO : 2025-05-29 13:39:09,714 ] - | 5| 700|2.1936e-07| 0| 0.0060536| 99.991|
[ INFO : 2025-05-29 13:40:03,610 ] - | 5| 800|2.1821e-07| 0| 0.0059491| 99.992|
[ INFO : 2025-05-29 13:40:57,630 ] - | 5| 900|2.1707e-07| 0| 0.0059083| 99.993|
[ INFO : 2025-05-29 13:41:51,708 ] - | 5| 1000|2.1593e-07| 0| 0.006071| 99.994|
[ INFO : 2025-05-29 13:42:45,598 ] - | 5| 1100| 2.148e-07| 0| 0.0060048| 99.994|
[ INFO : 2025-05-29 13:43:39,479 ] - | 5| 1200|2.1367e-07| 0| 0.0060302| 99.995|
[ INFO : 2025-05-29 13:44:33,360 ] - | 5| 1300|2.1255e-07| 0| 0.0060569| 99.995|
[ INFO : 2025-05-29 13:45:27,220 ] - | 5| 1400|2.1143e-07| 0| 0.0060691| 99.996|
[ INFO : 2025-05-29 13:46:21,102 ] - | 5| 1500|2.1033e-07| 0| 0.005964| 99.996|
[ INFO : 2025-05-29 13:47:14,983 ] - | 5| 1600|2.0922e-07| 0| 0.0059117| 99.996|
[ INFO : 2025-05-29 13:48:08,849 ] - | 5| 1700|2.0813e-07| 0| 0.0058892| 99.996|
[ INFO : 2025-05-29 13:49:02,717 ] - | 5| 1800|2.0703e-07| 0| 0.0058621| 99.997|
[ INFO : 2025-05-29 13:49:56,872 ] - | 5| 1900|2.0595e-07| 0| 0.0058668| 99.997|
[ INFO : 2025-05-29 13:50:50,747 ] - | 5| 2000|2.0487e-07| 0| 0.0058335| 99.997|
[ INFO : 2025-05-29 13:51:44,626 ] - | 5| 2100| 2.038e-07| 0| 0.0058177| 99.997|
[ INFO : 2025-05-29 13:52:38,524 ] - | 5| 2200|2.0273e-07| 0| 0.0057914| 99.997|
[ INFO : 2025-05-29 13:53:32,420 ] - | 5| 2300|2.0166e-07| 0| 0.0058094| 99.995|
[ INFO : 2025-05-29 13:54:26,331 ] - | 5| 2400|2.0061e-07| 0| 0.0057814| 99.995|
[ INFO : 2025-05-29 13:55:20,495 ] - | 5| 2500|1.9955e-07| 0| 0.0058227| 99.995|
[ INFO : 2025-05-29 13:56:14,446 ] - | 5| 2600|1.9851e-07| 0| 0.0058013| 99.995|
[ INFO : 2025-05-29 13:57:08,627 ] - | 5| 2700|1.9747e-07| 0| 0.005776| 99.995|
[ INFO : 2025-05-29 13:58:02,835 ] - | 5| 2800|1.9643e-07| 0| 0.0057618| 99.996|
[ INFO : 2025-05-29 13:58:56,717 ] - | 5| 2900| 1.954e-07| 0| 0.0057288| 99.996|
[ INFO : 2025-05-29 13:59:50,618 ] - | 5| 3000|1.9438e-07| 0| 0.0057371| 99.996|
[ INFO : 2025-05-29 14:00:44,496 ] - | 5| 3100|1.9336e-07| 0| 0.0057527| 99.996|
[ INFO : 2025-05-29 14:01:38,397 ] - | 5| 3200|1.9234e-07| 0| 0.0057163| 99.996|
[ INFO : 2025-05-29 14:02:32,294 ] - | 5| 3300|1.9134e-07| 0| 0.0057195| 99.996|
[ INFO : 2025-05-29 14:03:26,369 ] - | 5| 3400|1.9033e-07| 0| 0.0057172| 99.996|
[ INFO : 2025-05-29 14:04:20,676 ] - | 5| 3500|1.8933e-07| 0| 0.0057323| 99.996|
[ INFO : 2025-05-29 14:05:14,985 ] - | 5| 3600|1.8834e-07| 0| 0.0057181| 99.997|
[ INFO : 2025-05-29 14:06:09,266 ] - | 5| 3700|1.8735e-07| 0| 0.0057173| 99.997|
[ INFO : 2025-05-29 14:07:03,859 ] - | 5| 3800|1.8637e-07| 0| 0.0057444| 99.997|
[ INFO : 2025-05-29 14:07:58,139 ] - | 5| 3900|1.8539e-07| 0| 0.0057346| 99.997|
[ INFO : 2025-05-29 14:08:52,424 ] - | 5| 4000|1.8442e-07| 0| 0.0057177| 99.997|
[ INFO : 2025-05-29 14:09:46,503 ] - | 5| 4100|1.8346e-07| 0| 0.0057146| 99.997|
[ INFO : 2025-05-29 14:10:40,800 ] - | 5| 4200|1.8249e-07| 0| 0.0057233| 99.997|
[ INFO : 2025-05-29 14:11:35,088 ] - | 5| 4300|1.8154e-07| 0| 0.0057011| 99.997|
[ INFO : 2025-05-29 14:12:29,213 ] - | 5| 4400|1.8059e-07| 0| 0.0057134| 99.997|
[ INFO : 2025-05-29 14:13:23,506 ] - | 5| 4500|1.7964e-07| 0| 0.0057202| 99.997|
[ INFO : 2025-05-29 14:14:17,839 ] - | 5| 4600| 1.787e-07| 0| 0.0057496| 99.997|
[ INFO : 2025-05-29 14:15:12,471 ] - | 5| 4700|1.7776e-07| 0| 0.0057486| 99.997|
[ INFO : 2025-05-29 14:16:06,735 ] - | 5| 4800|1.7683e-07| 0| 0.005729| 99.997|
[ INFO : 2025-05-29 14:17:01,007 ] - | 5| 4900| 1.759e-07| 0| 0.0057251| 99.997|
[ INFO : 2025-05-29 14:17:55,271 ] - | 5| 5000|1.7498e-07| 0| 0.0057119| 99.997|
[ INFO : 2025-05-29 14:18:49,539 ] - | 5| 5100|1.7406e-07| 0| 0.0057011| 99.998|
[ INFO : 2025-05-29 14:19:43,807 ] - | 5| 5200|1.7315e-07| 0| 0.0056945| 99.998|
[ INFO : 2025-05-29 14:20:38,084 ] - | 5| 5300|1.7224e-07| 0| 0.0056786| 99.998|
[ INFO : 2025-05-29 14:21:32,358 ] - | 5| 5400|1.7134e-07| 0| 0.005657| 99.998|
[ INFO : 2025-05-29 14:22:26,512 ] - | 5| 5500|1.7044e-07| 0| 0.0056339| 99.998|
[ INFO : 2025-05-29 14:23:20,742 ] - | 5| 5600|1.6954e-07| 0| 0.0056408| 99.998|
[ INFO : 2025-05-29 14:24:14,618 ] - | 5| 5700|1.6866e-07| 0| 0.0056216| 99.998|
[ INFO : 2025-05-29 14:25:08,523 ] - | 5| 5800|1.6777e-07| 0| 0.0056202| 99.998|
[ INFO : 2025-05-29 14:26:02,385 ] - | 5| 5900|1.6689e-07| 0| 0.0056103| 99.998|
[ INFO : 2025-05-29 14:26:56,231 ] - | 5| 6000|1.6602e-07| 0| 0.0055893| 99.998|
[ INFO : 2025-05-29 14:27:50,369 ] - | 5| 6100|1.6515e-07| 0| 0.0055787| 99.998|
[ INFO : 2025-05-29 14:28:44,622 ] - | 5| 6200|1.6428e-07| 0| 0.0055665| 99.998|
[ INFO : 2025-05-29 14:29:38,865 ] - | 5| 6300|1.6342e-07| 0| 0.0055706| 99.998|
[ INFO : 2025-05-29 14:30:33,092 ] - | 5| 6400|1.6256e-07| 0| 0.0055517| 99.998|
[ INFO : 2025-05-29 14:31:27,237 ] - | 5| 6500|1.6171e-07| 0| 0.0055442| 99.998|
[ INFO : 2025-05-29 14:32:21,524 ] - | 5| 6600|1.6086e-07| 0| 0.0055505| 99.998|
[ INFO : 2025-05-29 14:33:15,394 ] - | 5| 6700|1.6002e-07| 0| 0.0055472| 99.998|
[ INFO : 2025-05-29 14:34:09,297 ] - | 5| 6800|1.5918e-07| 0| 0.0055246| 99.998|
[ INFO : 2025-05-29 14:35:03,189 ] - | 5| 6900|1.5834e-07| 0| 0.0055159| 99.998|
[ INFO : 2025-05-29 14:35:57,089 ] - | 5| 7000|1.5751e-07| 0| 0.0055247| 99.998|
[ INFO : 2025-05-29 14:36:50,968 ] - | 5| 7100|1.5669e-07| 0| 0.0055288| 99.998|
[ INFO : 2025-05-29 14:37:44,866 ] - | 5| 7200|1.5587e-07| 0| 0.0055158| 99.998|
[ INFO : 2025-05-29 14:38:38,751 ] - | 5| 7300|1.5505e-07| 0| 0.0055152| 99.998|
[ INFO : 2025-05-29 14:39:32,676 ] - | 5| 7400|1.5424e-07| 0| 0.0055127| 99.998|
[ INFO : 2025-05-29 14:40:26,906 ] - | 5| 7500|1.5343e-07| 0| 0.0054964| 99.998|
[ INFO : 2025-05-29 14:41:20,841 ] - | 5| 7600|1.5262e-07| 0| 0.0054956| 99.998|
[ INFO : 2025-05-29 14:42:14,799 ] - | 5| 7700|1.5182e-07| 0| 0.0054908| 99.998|
[ INFO : 2025-05-29 14:43:08,781 ] - | 5| 7800|1.5103e-07| 0| 0.0054795| 99.998|
[ INFO : 2025-05-29 14:44:02,664 ] - | 5| 7900|1.5024e-07| 0| 0.0054846| 99.998|
[ INFO : 2025-05-29 14:44:56,546 ] - | 5| 8000|1.4945e-07| 0| 0.0054841| 99.998|
[ INFO : 2025-05-29 14:45:50,421 ] - | 5| 8100|1.4866e-07| 0| 0.0054763| 99.998|
[ INFO : 2025-05-29 14:46:44,308 ] - | 5| 8200|1.4788e-07| 0| 0.0054769| 99.997|
[ INFO : 2025-05-29 14:47:38,249 ] - | 5| 8300|1.4711e-07| 0| 0.005476| 99.997|
[ INFO : 2025-05-29 14:48:32,271 ] - | 5| 8400|1.4634e-07| 0| 0.0054643| 99.997|
[ INFO : 2025-05-29 14:49:26,399 ] - | 5| 8500|1.4557e-07| 0| 0.005462| 99.997|
[ INFO : 2025-05-29 14:50:20,304 ] - | 5| 8600|1.4481e-07| 0| 0.0054532| 99.997|
[ INFO : 2025-05-29 14:51:14,213 ] - | 5| 8700|1.4405e-07| 0| 0.0054479| 99.997|
[ INFO : 2025-05-29 14:52:08,156 ] - | 5| 8800|1.4329e-07| 0| 0.0054367| 99.997|
[ INFO : 2025-05-29 14:53:02,110 ] - | 5| 8900|1.4254e-07| 0| 0.0054292| 99.997|
[ INFO : 2025-05-29 14:53:56,064 ] - | 5| 9000|1.4179e-07| 0| 0.0054217| 99.997|
[ INFO : 2025-05-29 14:54:49,946 ] - | 5| 9100|1.4105e-07| 0| 0.0054331| 99.997|
[ INFO : 2025-05-29 14:55:43,876 ] - | 5| 9200|1.4031e-07| 0| 0.0054249| 99.997|
[ INFO : 2025-05-29 14:56:37,887 ] - | 5| 9300|1.3958e-07| 0| 0.0054144| 99.997|
[ INFO : 2025-05-29 14:57:32,100 ] - | 5| 9400|1.3884e-07| 0| 0.0054065| 99.997|
[ INFO : 2025-05-29 14:58:26,001 ] - | 5| 9500|1.3812e-07| 0| 0.0054114| 99.997|
[ INFO : 2025-05-29 14:59:19,895 ] - | 5| 9600|1.3739e-07| 0| 0.0054155| 99.997|
[ INFO : 2025-05-29 15:00:13,802 ] - | 5| 9700|1.3667e-07| 0| 0.0054132| 99.997|
[ INFO : 2025-05-29 15:01:07,698 ] - | 5| 9800|1.3595e-07| 0| 0.0054056| 99.997|
[ INFO : 2025-05-29 15:02:01,595 ] - | 5| 9900|1.3524e-07| 0| 0.0054006| 99.997|
[ INFO : 2025-05-29 15:02:55,468 ] - | 5| 10000|1.3453e-07| 0| 0.0053878| 99.997|
[ INFO : 2025-05-29 15:03:49,364 ] - | 5| 10100|1.3383e-07| 0| 0.0053721| 99.998|
[ INFO : 2025-05-29 15:04:43,274 ] - | 5| 10200|1.3313e-07| 0| 0.0053709| 99.998|
[ INFO : 2025-05-29 15:05:37,654 ] - | 5| 10300|1.3243e-07| 0| 0.0053773| 99.998|
[ INFO : 2025-05-29 15:06:31,519 ] - | 5| 10400|1.3173e-07| 0| 0.0053712| 99.998|
[ INFO : 2025-05-29 15:07:25,403 ] - | 5| 10500|1.3104e-07| 0| 0.0053666| 99.998|
[ INFO : 2025-05-29 15:08:19,274 ] - | 5| 10600|1.3036e-07| 0| 0.005362| 99.998|
[ INFO : 2025-05-29 15:09:13,139 ] - | 5| 10700|1.2967e-07| 0| 0.0053526| 99.998|
[ INFO : 2025-05-29 15:10:07,010 ] - | 5| 10800|1.2899e-07| 0| 0.0053456| 99.998|
[ INFO : 2025-05-29 15:11:00,880 ] - | 5| 10900|1.2832e-07| 0| 0.0053401| 99.998|
[ INFO : 2025-05-29 15:11:54,774 ] - | 5| 11000|1.2764e-07| 0| 0.0053376| 99.998|
[ INFO : 2025-05-29 15:12:48,678 ] - | 5| 11100|1.2697e-07| 0| 0.0053249| 99.998|
[ INFO : 2025-05-29 15:13:42,886 ] - | 5| 11200|1.2631e-07| 0| 0.0053186| 99.998|
[ INFO : 2025-05-29 15:14:37,440 ] - | 5| 11300|1.2565e-07| 0| 0.0053129| 99.998|
[ INFO : 2025-05-29 15:15:30,410 ] - | 5| 11397|1.2501e-07| 0| 0.0053079| 99.998|
[ INFO : 2025-05-29 15:15:34,369 ] - +----------+----------+----------+----------+----------+----------+