| 2025-05-10 10:59:03,929 INFO **********************Start logging********************** |
| 2025-05-10 10:59:03,929 INFO CUDA_VISIBLE_DEVICES=2,3 |
| 2025-05-10 10:59:03,929 INFO Training in distributed mode : total_batch_size: 8 |
| 2025-05-10 10:59:03,929 INFO cfg_file ./cfgs/once_models/sara3d.yaml |
| 2025-05-10 10:59:03,929 INFO batch_size 4 |
| 2025-05-10 10:59:03,929 INFO epochs 80 |
| 2025-05-10 10:59:03,929 INFO workers 4 |
| 2025-05-10 10:59:03,929 INFO extra_tag run_1 |
| 2025-05-10 10:59:03,929 INFO ckpt None |
| 2025-05-10 10:59:03,929 INFO pretrained_model None |
| 2025-05-10 10:59:03,929 INFO launcher pytorch |
| 2025-05-10 10:59:03,929 INFO tcp_port 18888 |
| 2025-05-10 10:59:03,929 INFO sync_bn False |
| 2025-05-10 10:59:03,929 INFO fix_random_seed False |
| 2025-05-10 10:59:03,929 INFO ckpt_save_interval 1 |
| 2025-05-10 10:59:03,929 INFO local_rank 0 |
| 2025-05-10 10:59:03,929 INFO max_ckpt_save_num 30 |
| 2025-05-10 10:59:03,929 INFO merge_all_iters_to_one_epoch False |
| 2025-05-10 10:59:03,929 INFO set_cfgs None |
| 2025-05-10 10:59:03,929 INFO max_waiting_mins 0 |
| 2025-05-10 10:59:03,929 INFO start_epoch 0 |
| 2025-05-10 10:59:03,929 INFO num_epochs_to_eval 0 |
| 2025-05-10 10:59:03,930 INFO save_to_file False |
| 2025-05-10 10:59:03,930 INFO use_tqdm_to_record False |
| 2025-05-10 10:59:03,930 INFO logger_iter_interval 50 |
| 2025-05-10 10:59:03,930 INFO ckpt_save_time_interval 300 |
| 2025-05-10 10:59:03,930 INFO wo_gpu_stat False |
| 2025-05-10 10:59:03,930 INFO use_amp False |
| 2025-05-10 10:59:03,930 INFO out_dir run_1 |
| 2025-05-10 10:59:03,930 INFO cfg.ROOT_DIR: /fs-computility/MA4Tool/yuanjiakang/Moce/AutoAD/results/Auto3Det/20250510_102459_SARA3D/run_1 |
| 2025-05-10 10:59:03,930 INFO cfg.LOCAL_RANK: 0 |
| 2025-05-10 10:59:03,930 INFO cfg.CLASS_NAMES: ['Car', 'Bus', 'Truck', 'Pedestrian', 'Cyclist'] |
| 2025-05-10 10:59:03,930 INFO ----------- DATA_CONFIG ----------- |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATASET: ONCEDataset |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATA_PATH: /fs-computility/MA4Tool/shared/MA4Tool/datasets/once |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.CLOUD_DATA_PATH: /fs-computility/MA4Tool/shared/MA4Tool/datasets/once |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.POINT_CLOUD_RANGE: [-75.2, -75.2, -5.0, 75.2, 75.2, 3.0] |
| 2025-05-10 10:59:03,930 INFO ----------- INFO_PATH ----------- |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.INFO_PATH.train: ['once_infos_train.pkl'] |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.INFO_PATH.val: ['once_infos_val.pkl'] |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.INFO_PATH.test: ['once_infos_test.pkl'] |
| 2025-05-10 10:59:03,930 INFO ----------- DATA_SPLIT ----------- |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATA_SPLIT.train: train |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATA_SPLIT.test: val |
| 2025-05-10 10:59:03,930 INFO ----------- DATA_AUGMENTOR ----------- |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATA_AUGMENTOR.DISABLE_AUG_LIST: ['placeholder'] |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.DATA_AUGMENTOR.AUG_CONFIG_LIST: [{'NAME': 'gt_sampling', 'USE_ROAD_PLANE': False, 'DB_INFO_PATH': ['once_dbinfos_train.pkl'], 'PREPARE': {'filter_by_min_points': ['Car:5', 'Bus:5', 'Truck:5', 'Pedestrian:5', 'Cyclist:5']}, 'SAMPLE_GROUPS': ['Car:1', 'Bus:4', 'Truck:3', 'Pedestrian:2', 'Cyclist:2'], 'NUM_POINT_FEATURES': 4, 'REMOVE_EXTRA_WIDTH': [0.0, 0.0, 0.0], 'LIMIT_WHOLE_SCENE': True}, {'NAME': 'random_world_flip', 'ALONG_AXIS_LIST': ['x', 'y']}, {'NAME': 'random_world_rotation', 'WORLD_ROT_ANGLE': [-0.78539816, 0.78539816]}, {'NAME': 'random_world_scaling', 'WORLD_SCALE_RANGE': [0.95, 1.05]}] |
| 2025-05-10 10:59:03,930 INFO ----------- POINT_FEATURE_ENCODING ----------- |
| 2025-05-10 10:59:03,930 INFO cfg.DATA_CONFIG.POINT_FEATURE_ENCODING.encoding_type: absolute_coordinates_encoding |
| 2025-05-10 10:59:03,931 INFO cfg.DATA_CONFIG.POINT_FEATURE_ENCODING.used_feature_list: ['x', 'y', 'z', 'intensity'] |
| 2025-05-10 10:59:03,931 INFO cfg.DATA_CONFIG.POINT_FEATURE_ENCODING.src_feature_list: ['x', 'y', 'z', 'intensity'] |
| 2025-05-10 10:59:03,931 INFO cfg.DATA_CONFIG.DATA_PROCESSOR: [{'NAME': 'mask_points_and_boxes_outside_range', 'REMOVE_OUTSIDE_BOXES': True}, {'NAME': 'shuffle_points', 'SHUFFLE_ENABLED': {'train': True, 'test': False}}, {'NAME': 'transform_points_to_voxels', 'VOXEL_SIZE': [0.1, 0.1, 0.2], 'MAX_POINTS_PER_VOXEL': 5, 'MAX_NUMBER_OF_VOXELS': {'train': 60000, 'test': 60000}, 'COMPUTE_VOXEL_CENTERS': True}] |
| 2025-05-10 10:59:03,931 INFO cfg.DATA_CONFIG._BASE_CONFIG_: cfgs/dataset_configs/once_dataset.yaml |
| 2025-05-10 10:59:03,931 INFO ----------- MODEL ----------- |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.NAME: SARA3D |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.USE_ACA: True |
| 2025-05-10 10:59:03,931 INFO ----------- ACA_CONFIG ----------- |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.ACA_CONFIG.USE_DENSITY: True |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.ACA_CONFIG.USE_CURVATURE: True |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.ACA_CONFIG.USE_NORMALS: True |
| 2025-05-10 10:59:03,931 INFO ----------- VFE ----------- |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.VFE.NAME: RESAVFE |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.VFE.USE_NORM: True |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.VFE.USE_RESA: True |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.VFE.WITH_DISTANCE: True |
| 2025-05-10 10:59:03,931 INFO cfg.MODEL.VFE.NUM_FILTERS: [64, 64] |
| 2025-05-10 10:59:03,931 INFO ----------- BACKBONE_3D ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_3D.NAME: VoxelResBackBone8x |
| 2025-05-10 10:59:03,932 INFO ----------- MAP_TO_BEV ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.MAP_TO_BEV.NAME: HeightCompression |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.MAP_TO_BEV.NUM_BEV_FEATURES: 256 |
| 2025-05-10 10:59:03,932 INFO ----------- BACKBONE_2D ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.NAME: BaseBEVBackbone |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.LAYER_NUMS: [5, 5] |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.LAYER_STRIDES: [1, 2] |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.NUM_FILTERS: [128, 256] |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.UPSAMPLE_STRIDES: [1, 2] |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.BACKBONE_2D.NUM_UPSAMPLE_FILTERS: [256, 256] |
| 2025-05-10 10:59:03,932 INFO ----------- DENSE_HEAD ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.NAME: CenterHead |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.CLASS_AGNOSTIC: False |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.CLASS_NAMES_EACH_HEAD: [['Car', 'Bus', 'Truck', 'Pedestrian', 'Cyclist']] |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SHARED_CONV_CHANNEL: 64 |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.USE_BIAS_BEFORE_NORM: True |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.NUM_HM_CONV: 2 |
| 2025-05-10 10:59:03,932 INFO ----------- SEPARATE_HEAD_CFG ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_ORDER: ['center', 'center_z', 'dim', 'rot'] |
| 2025-05-10 10:59:03,932 INFO ----------- HEAD_DICT ----------- |
| 2025-05-10 10:59:03,932 INFO ----------- center ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.center.out_channels: 2 |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.center.num_conv: 2 |
| 2025-05-10 10:59:03,932 INFO ----------- center_z ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.center_z.out_channels: 1 |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.center_z.num_conv: 2 |
| 2025-05-10 10:59:03,932 INFO ----------- dim ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.dim.out_channels: 3 |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.dim.num_conv: 2 |
| 2025-05-10 10:59:03,932 INFO ----------- rot ----------- |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.rot.out_channels: 2 |
| 2025-05-10 10:59:03,932 INFO cfg.MODEL.DENSE_HEAD.SEPARATE_HEAD_CFG.HEAD_DICT.rot.num_conv: 2 |
| 2025-05-10 10:59:03,933 INFO ----------- TARGET_ASSIGNER_CONFIG ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.TARGET_ASSIGNER_CONFIG.FEATURE_MAP_STRIDE: 8 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.TARGET_ASSIGNER_CONFIG.NUM_MAX_OBJS: 500 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.TARGET_ASSIGNER_CONFIG.GAUSSIAN_OVERLAP: 0.1 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.TARGET_ASSIGNER_CONFIG.MIN_RADIUS: 2 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.TARGET_ASSIGNER_CONFIG.DENSE_REG: 1 |
| 2025-05-10 10:59:03,933 INFO ----------- LOSS_CONFIG ----------- |
| 2025-05-10 10:59:03,933 INFO ----------- LOSS_WEIGHTS ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.LOSS_CONFIG.LOSS_WEIGHTS.cls_weight: 1.0 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.LOSS_CONFIG.LOSS_WEIGHTS.loc_weight: 1.0 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.LOSS_CONFIG.LOSS_WEIGHTS.code_weights: [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] |
| 2025-05-10 10:59:03,933 INFO ----------- POST_PROCESSING ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.SCORE_THRESH: 0.1 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.POST_CENTER_LIMIT_RANGE: [-75.2, -75.2, -5.0, 75.2, 75.2, 3.0] |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.MAX_OBJ_PER_SAMPLE: 500 |
| 2025-05-10 10:59:03,933 INFO ----------- NMS_CONFIG ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.NMS_CONFIG.MULTI_CLASSES_NMS: False |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.NMS_CONFIG.NMS_TYPE: nms_gpu |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.NMS_CONFIG.NMS_THRESH: 0.01 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.NMS_CONFIG.NMS_PRE_MAXSIZE: 4096 |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.DENSE_HEAD.POST_PROCESSING.NMS_CONFIG.NMS_POST_MAXSIZE: 500 |
| 2025-05-10 10:59:03,933 INFO ----------- POST_PROCESSING ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.POST_PROCESSING.RECALL_THRESH_LIST: [0.3, 0.5, 0.7] |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.POST_PROCESSING.OUTPUT_RAW_SCORE: False |
| 2025-05-10 10:59:03,933 INFO cfg.MODEL.POST_PROCESSING.EVAL_METRIC: once |
| 2025-05-10 10:59:03,933 INFO ----------- OPTIMIZATION ----------- |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.BATCH_SIZE_PER_GPU: 4 |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.NUM_EPOCHS: 80 |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.OPTIMIZER: adam_onecycle |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.LR: 0.003 |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.WEIGHT_DECAY: 0.01 |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.MOMENTUM: 0.9 |
| 2025-05-10 10:59:03,933 INFO cfg.OPTIMIZATION.MOMS: [0.95, 0.85] |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.PCT_START: 0.4 |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.DIV_FACTOR: 10 |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.DECAY_STEP_LIST: [35, 45] |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.LR_DECAY: 0.1 |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.LR_CLIP: 1e-07 |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.LR_WARMUP: False |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.WARMUP_EPOCH: 1 |
| 2025-05-10 10:59:03,934 INFO cfg.OPTIMIZATION.GRAD_NORM_CLIP: 35 |
| 2025-05-10 10:59:03,934 INFO cfg.TAG: sara3d |
| 2025-05-10 10:59:03,934 INFO cfg.EXP_GROUP_PATH: cfgs/once_models |
| 2025-05-10 10:59:03,951 INFO ----------- Create dataloader & network & optimizer ----------- |
| 2025-05-10 10:59:04,460 INFO Database filter by min points Car: 98140 => 97612 |
| 2025-05-10 10:59:04,462 INFO Database filter by min points Bus: 2263 => 2263 |
| 2025-05-10 10:59:04,462 INFO Database filter by min points Truck: 5048 => 5046 |
| 2025-05-10 10:59:04,464 INFO Database filter by min points Pedestrian: 14320 => 14128 |
| 2025-05-10 10:59:04,467 INFO Database filter by min points Cyclist: 31386 => 31121 |
| 2025-05-10 10:59:04,470 INFO Loading ONCE dataset |
| 2025-05-10 10:59:04,935 INFO Total samples for ONCE dataset: 4961 |
| 2025-05-10 10:59:08,741 INFO ----------- Model SARA3D created, param count: 7790061 ----------- |
| 2025-05-10 10:59:08,741 INFO DistributedDataParallel( |
| (module): SARA3D( |
| (vfe): RESAVFE( |
| (vfe_layers): ModuleList( |
| (0): Linear(in_features=4, out_features=64, bias=False) |
| (1): BatchNorm1d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| (3): Linear(in_features=64, out_features=64, bias=False) |
| (4): BatchNorm1d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (5): ReLU() |
| ) |
| ) |
| (backbone_3d): VoxelResBackBone8x( |
| (conv_input): SparseSequential( |
| (0): SubMConv3d(64, 16, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], bias=False, algo=ConvAlgo.MaskImplicitGemm) |
| (1): BatchNorm1d(16, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (conv1): SparseSequential( |
| (0): SparseBasicBlock( |
| (conv1): SubMConv3d(16, 16, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(16, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(16, 16, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(16, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| (1): SparseBasicBlock( |
| (conv1): SubMConv3d(16, 16, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(16, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(16, 16, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(16, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| ) |
| (conv2): SparseSequential( |
| (0): SparseSequential( |
| (0): SparseConv3d(16, 32, kernel_size=[3, 3, 3], stride=[2, 2, 2], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], bias=False, algo=ConvAlgo.MaskImplicitGemm) |
| (1): BatchNorm1d(32, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): SparseBasicBlock( |
| (conv1): SubMConv3d(32, 32, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(32, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(32, 32, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(32, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| (2): SparseBasicBlock( |
| (conv1): SubMConv3d(32, 32, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(32, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(32, 32, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(32, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| ) |
| (conv3): SparseSequential( |
| (0): SparseSequential( |
| (0): SparseConv3d(32, 64, kernel_size=[3, 3, 3], stride=[2, 2, 2], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], bias=False, algo=ConvAlgo.MaskImplicitGemm) |
| (1): BatchNorm1d(64, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): SparseBasicBlock( |
| (conv1): SubMConv3d(64, 64, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(64, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(64, 64, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(64, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| (2): SparseBasicBlock( |
| (conv1): SubMConv3d(64, 64, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(64, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(64, 64, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(64, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| ) |
| (conv4): SparseSequential( |
| (0): SparseSequential( |
| (0): SparseConv3d(64, 128, kernel_size=[3, 3, 3], stride=[2, 2, 2], padding=[0, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], bias=False, algo=ConvAlgo.MaskImplicitGemm) |
| (1): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): SparseBasicBlock( |
| (conv1): SubMConv3d(128, 128, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(128, 128, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| (2): SparseBasicBlock( |
| (conv1): SubMConv3d(128, 128, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn1): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (relu): ReLU() |
| (conv2): SubMConv3d(128, 128, kernel_size=[3, 3, 3], stride=[1, 1, 1], padding=[1, 1, 1], dilation=[1, 1, 1], output_padding=[0, 0, 0], algo=ConvAlgo.MaskImplicitGemm) |
| (bn2): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| ) |
| ) |
| (conv_out): SparseSequential( |
| (0): SparseConv3d(128, 128, kernel_size=[3, 1, 1], stride=[2, 1, 1], padding=[0, 0, 0], dilation=[1, 1, 1], output_padding=[0, 0, 0], bias=False, algo=ConvAlgo.MaskImplicitGemm) |
| (1): BatchNorm1d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| ) |
| (map_to_bev_module): HeightCompression() |
| (pfe): None |
| (backbone_2d): BaseBEVBackbone( |
| (blocks): ModuleList( |
| (0): Sequential( |
| (0): ZeroPad2d(padding=(1, 1, 1, 1), value=0.0) |
| (1): Conv2d(256, 128, kernel_size=(3, 3), stride=(1, 1), bias=False) |
| (2): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (3): ReLU() |
| (4): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (5): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (6): ReLU() |
| (7): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (8): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (9): ReLU() |
| (10): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (11): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (12): ReLU() |
| (13): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (14): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (15): ReLU() |
| (16): Conv2d(128, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (17): BatchNorm2d(128, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (18): ReLU() |
| ) |
| (1): Sequential( |
| (0): ZeroPad2d(padding=(1, 1, 1, 1), value=0.0) |
| (1): Conv2d(128, 256, kernel_size=(3, 3), stride=(2, 2), bias=False) |
| (2): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (3): ReLU() |
| (4): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (5): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (6): ReLU() |
| (7): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (8): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (9): ReLU() |
| (10): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (11): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (12): ReLU() |
| (13): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (14): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (15): ReLU() |
| (16): Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1), bias=False) |
| (17): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (18): ReLU() |
| ) |
| ) |
| (deblocks): ModuleList( |
| (0): Sequential( |
| (0): ConvTranspose2d(128, 256, kernel_size=(1, 1), stride=(1, 1), bias=False) |
| (1): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Sequential( |
| (0): ConvTranspose2d(256, 256, kernel_size=(2, 2), stride=(2, 2), bias=False) |
| (1): BatchNorm2d(256, eps=0.001, momentum=0.01, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| ) |
| ) |
| (dense_head): CenterHead( |
| (shared_conv): Sequential( |
| (0): Conv2d(512, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (heads_list): ModuleList( |
| (0): SeparateHead( |
| (center): Sequential( |
| (0): Sequential( |
| (0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Conv2d(64, 2, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| ) |
| (center_z): Sequential( |
| (0): Sequential( |
| (0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Conv2d(64, 1, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| ) |
| (dim): Sequential( |
| (0): Sequential( |
| (0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Conv2d(64, 3, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| ) |
| (rot): Sequential( |
| (0): Sequential( |
| (0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Conv2d(64, 2, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| ) |
| (hm): Sequential( |
| (0): Sequential( |
| (0): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| (1): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True) |
| (2): ReLU() |
| ) |
| (1): Conv2d(64, 5, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) |
| ) |
| ) |
| ) |
| (hm_loss_func): FocalLossCenterNet() |
| (reg_loss_func): RegLossCenterNet() |
| ) |
| (point_head): None |
| (aca_module): AdaptiveConfidenceAggregation() |
| ) |
| ) |
| 2025-05-10 10:59:08,744 INFO **********************Start training cfgs/once_models/sara3d(run_1)********************** |
| 2025-05-10 11:00:38,215 INFO Train: 1/80 ( 1%) [ 0/621 ( 0%)] Loss: 27.00 (27.0) LR: 3.000e-04 Time cost: 00:17/2:57:45 [01:29/237:01:01] Acc_iter 1 Data time: 0.45(0.45) Forward time: 16.76(16.76) Batch time: 17.21(17.21) |
| 2025-05-10 11:00:48,915 INFO Train: 1/80 ( 1%) [ 49/621 ( 8%)] Loss: 5.377 (8.17) LR: 3.000e-04 Time cost: 00:27/05:18 [01:40/7:41:09] Acc_iter 50 Data time: 0.00(0.01) Forward time: 0.23(0.55) Batch time: 0.23(0.56) |
| 2025-05-10 11:00:59,780 INFO Train: 1/80 ( 1%) [ 99/621 ( 16%)] Loss: 4.815 (6.55) LR: 3.002e-04 Time cost: 00:38/03:22 [01:51/5:20:07] Acc_iter 100 Data time: 0.00(0.01) Forward time: 0.23(0.38) Batch time: 0.23(0.39) |
| 2025-05-10 11:01:10,735 INFO Train: 1/80 ( 1%) [ 149/621 ( 24%)] Loss: 3.731 (5.76) LR: 3.004e-04 Time cost: 00:49/02:36 [02:01/4:33:29] Acc_iter 150 Data time: 0.00(0.01) Forward time: 0.21(0.33) Batch time: 0.22(0.33) |
| 2025-05-10 11:01:10,893 INFO |
| 2025-05-10 11:01:21,870 INFO Train: 1/80 ( 1%) [ 199/621 ( 32%)] Loss: 3.379 (5.27) LR: 3.007e-04 Time cost: 01:00/02:08 [02:13/4:10:49] Acc_iter 200 Data time: 0.00(0.01) Forward time: 0.21(0.30) Batch time: 0.21(0.30) |
| 2025-05-10 11:01:32,992 INFO Train: 1/80 ( 1%) [ 249/621 ( 40%)] Loss: 3.175 (4.92) LR: 3.010e-04 Time cost: 01:11/01:47 [02:24/3:57:06] Acc_iter 250 Data time: 0.00(0.00) Forward time: 0.21(0.28) Batch time: 0.21(0.29) |
| 2025-05-10 11:01:43,889 INFO Train: 1/80 ( 1%) [ 299/621 ( 48%)] Loss: 3.133 (4.65) LR: 3.015e-04 Time cost: 01:22/01:28 [02:35/3:47:17] Acc_iter 300 Data time: 0.00(0.00) Forward time: 0.20(0.27) Batch time: 0.20(0.28) |
| 2025-05-10 11:01:44,044 INFO |
| 2025-05-10 11:01:54,745 INFO Train: 1/80 ( 1%) [ 349/621 ( 56%)] Loss: 2.909 (4.43) LR: 3.021e-04 Time cost: 01:33/01:12 [02:45/3:40:07] Acc_iter 350 Data time: 0.00(0.00) Forward time: 0.20(0.26) Batch time: 0.21(0.27) |
| 2025-05-10 11:02:05,538 INFO Train: 1/80 ( 1%) [ 399/621 ( 64%)] Loss: 3.411 (4.24) LR: 3.027e-04 Time cost: 01:44/00:57 [02:56/3:34:34] Acc_iter 400 Data time: 0.00(0.00) Forward time: 0.22(0.26) Batch time: 0.22(0.26) |
| 2025-05-10 11:02:16,432 INFO Train: 1/80 ( 1%) [ 449/621 ( 72%)] Loss: 2.751 (4.08) LR: 3.034e-04 Time cost: 01:55/00:44 [03:07/3:30:24] Acc_iter 450 Data time: 0.00(0.00) Forward time: 0.19(0.25) Batch time: 0.19(0.26) |
| 2025-05-10 11:02:16,586 INFO |
| 2025-05-10 11:02:27,535 INFO Train: 1/80 ( 1%) [ 499/621 ( 80%)] Loss: 2.309 (3.95) LR: 3.042e-04 Time cost: 02:06/00:30 [03:18/3:27:22] Acc_iter 500 Data time: 0.00(0.00) Forward time: 0.24(0.25) Batch time: 0.24(0.25) |
| 2025-05-10 11:02:38,231 INFO Train: 1/80 ( 1%) [ 549/621 ( 88%)] Loss: 2.943 (3.84) LR: 3.051e-04 Time cost: 02:17/00:17 [03:29/3:24:15] Acc_iter 550 Data time: 0.00(0.00) Forward time: 0.22(0.25) Batch time: 0.23(0.25) |
| 2025-05-10 11:02:49,287 INFO Train: 1/80 ( 1%) [ 599/621 ( 96%)] Loss: 2.738 (3.73) LR: 3.060e-04 Time cost: 02:28/00:05 [03:40/3:22:06] Acc_iter 600 Data time: 0.00(0.00) Forward time: 0.21(0.24) Batch time: 0.21(0.25) |
| 2025-05-10 11:02:49,437 INFO |
| 2025-05-10 11:02:53,803 INFO Train: 1/80 ( 1%) [ 620/621 (100%)] Loss: 2.480 (3.69) LR: 3.065e-04 Time cost: 02:32/00:00 [03:45/3:21:08] Acc_iter 621 Data time: 0.00(0.00) Forward time: 0.09(0.24) Batch time: 0.09(0.25) |
| 2025-05-10 11:03:32,193 INFO Train: 2/80 ( 2%) [ 0/621 ( 0%)] Loss: 2.553 (2.55) LR: 3.065e-04 Time cost: 00:01/10:48 [04:23/14:13:17] Acc_iter 622 Data time: 0.49(0.49) Forward time: 0.41(0.41) Batch time: 0.90(0.90) |
| 2025-05-10 11:03:38,359 INFO Train: 2/80 ( 2%) [ 28/621 ( 5%)] Loss: 2.248 (2.51) LR: 3.071e-04 Time cost: 00:07/02:27 [04:29/3:23:09] Acc_iter 650 Data time: 0.00(0.02) Forward time: 0.27(0.22) Batch time: 0.27(0.24) |
| 2025-05-10 11:03:49,183 INFO Train: 2/80 ( 2%) [ 78/621 ( 13%)] Loss: 2.540 (2.46) LR: 3.082e-04 Time cost: 00:18/02:03 [04:40/3:06:21] Acc_iter 700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:03:59,890 INFO Train: 2/80 ( 2%) [ 128/621 ( 21%)] Loss: 2.333 (2.40) LR: 3.095e-04 Time cost: 00:28/01:49 [04:51/3:01:41] Acc_iter 750 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:04:00,048 INFO |
| 2025-05-10 11:04:10,923 INFO Train: 2/80 ( 2%) [ 178/621 ( 29%)] Loss: 2.342 (2.39) LR: 3.108e-04 Time cost: 00:39/01:38 [05:02/3:01:01] Acc_iter 800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:04:21,834 INFO Train: 2/80 ( 2%) [ 228/621 ( 37%)] Loss: 2.259 (2.36) LR: 3.121e-04 Time cost: 00:50/01:26 [05:13/3:00:07] Acc_iter 850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:04:32,905 INFO Train: 2/80 ( 2%) [ 278/621 ( 45%)] Loss: 2.184 (2.33) LR: 3.136e-04 Time cost: 01:01/01:15 [05:24/2:59:57] Acc_iter 900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:04:33,062 INFO |
| 2025-05-10 11:04:44,031 INFO Train: 2/80 ( 2%) [ 328/621 ( 53%)] Loss: 1.923 (2.31) LR: 3.152e-04 Time cost: 01:12/01:04 [05:35/2:59:55] Acc_iter 950 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:04:55,030 INFO Train: 2/80 ( 2%) [ 378/621 ( 61%)] Loss: 2.323 (2.28) LR: 3.168e-04 Time cost: 01:23/00:53 [05:46/2:59:34] Acc_iter 1000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:05:06,038 INFO Train: 2/80 ( 2%) [ 428/621 ( 69%)] Loss: 2.232 (2.26) LR: 3.185e-04 Time cost: 01:34/00:42 [05:57/2:59:16] Acc_iter 1050 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:05:06,192 INFO |
| 2025-05-10 11:05:17,175 INFO Train: 2/80 ( 2%) [ 478/621 ( 77%)] Loss: 1.922 (2.25) LR: 3.203e-04 Time cost: 01:46/00:31 [06:08/2:59:13] Acc_iter 1100 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:05:28,168 INFO Train: 2/80 ( 2%) [ 528/621 ( 85%)] Loss: 1.963 (2.23) LR: 3.222e-04 Time cost: 01:57/00:20 [06:19/2:58:55] Acc_iter 1150 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:05:39,300 INFO Train: 2/80 ( 2%) [ 578/621 ( 93%)] Loss: 1.825 (2.21) LR: 3.242e-04 Time cost: 02:08/00:09 [06:30/2:58:50] Acc_iter 1200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:05:39,457 INFO |
| 2025-05-10 11:05:48,527 INFO Train: 2/80 ( 2%) [ 620/621 (100%)] Loss: 1.693 (2.19) LR: 3.259e-04 Time cost: 02:17/00:00 [06:39/2:58:35] Acc_iter 1242 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:06:27,686 INFO Train: 3/80 ( 4%) [ 0/621 ( 0%)] Loss: 2.369 (2.37) LR: 3.259e-04 Time cost: 00:00/08:24 [07:18/10:56:00] Acc_iter 1243 Data time: 0.47(0.47) Forward time: 0.73(0.73) Batch time: 1.21(1.21) |
| 2025-05-10 11:06:29,260 INFO Train: 3/80 ( 4%) [ 7/621 ( 1%)] Loss: 1.966 (2.11) LR: 3.262e-04 Time cost: 00:02/03:03 [07:20/4:00:48] Acc_iter 1250 Data time: 0.00(0.06) Forward time: 0.22(0.29) Batch time: 0.22(0.35) |
| 2025-05-10 11:06:40,217 INFO Train: 3/80 ( 4%) [ 57/621 ( 9%)] Loss: 1.817 (1.99) LR: 3.284e-04 Time cost: 00:13/02:09 [07:31/3:05:30] Acc_iter 1300 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 11:06:51,168 INFO Train: 3/80 ( 4%) [ 107/621 ( 17%)] Loss: 1.706 (1.97) LR: 3.306e-04 Time cost: 00:24/01:55 [07:42/3:01:11] Acc_iter 1350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:06:51,326 INFO |
| 2025-05-10 11:07:02,128 INFO Train: 3/80 ( 4%) [ 157/621 ( 25%)] Loss: 1.824 (1.95) LR: 3.329e-04 Time cost: 00:35/01:43 [07:53/2:59:33] Acc_iter 1400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:07:12,953 INFO Train: 3/80 ( 4%) [ 207/621 ( 33%)] Loss: 1.804 (1.93) LR: 3.353e-04 Time cost: 00:46/01:31 [08:04/2:58:04] Acc_iter 1450 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:07:23,960 INFO Train: 3/80 ( 4%) [ 257/621 ( 41%)] Loss: 2.100 (1.93) LR: 3.377e-04 Time cost: 00:57/01:20 [08:15/2:57:40] Acc_iter 1500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:07:24,122 INFO |
| 2025-05-10 11:07:35,205 INFO Train: 3/80 ( 4%) [ 307/621 ( 49%)] Loss: 1.706 (1.92) LR: 3.403e-04 Time cost: 01:08/01:09 [08:26/2:57:58] Acc_iter 1550 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 11:07:46,222 INFO Train: 3/80 ( 4%) [ 357/621 ( 57%)] Loss: 1.932 (1.91) LR: 3.429e-04 Time cost: 01:19/00:58 [08:37/2:57:36] Acc_iter 1600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:07:57,032 INFO Train: 3/80 ( 4%) [ 407/621 ( 66%)] Loss: 1.727 (1.90) LR: 3.456e-04 Time cost: 01:30/00:47 [08:48/2:56:53] Acc_iter 1650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:07:57,191 INFO |
| 2025-05-10 11:08:08,285 INFO Train: 3/80 ( 4%) [ 457/621 ( 74%)] Loss: 1.662 (1.88) LR: 3.484e-04 Time cost: 01:41/00:36 [08:59/2:57:04] Acc_iter 1700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:08:19,316 INFO Train: 3/80 ( 4%) [ 507/621 ( 82%)] Loss: 1.815 (1.87) LR: 3.513e-04 Time cost: 01:52/00:25 [09:10/2:56:49] Acc_iter 1750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:08:30,406 INFO Train: 3/80 ( 4%) [ 557/621 ( 90%)] Loss: 1.733 (1.87) LR: 3.542e-04 Time cost: 02:03/00:14 [09:21/2:56:40] Acc_iter 1800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:08:30,571 INFO |
| 2025-05-10 11:08:41,572 INFO Train: 3/80 ( 4%) [ 607/621 ( 98%)] Loss: 2.108 (1.87) LR: 3.573e-04 Time cost: 02:14/00:03 [09:32/2:56:36] Acc_iter 1850 Data time: 0.00(0.00) Forward time: 0.27(0.22) Batch time: 0.27(0.22) |
| 2025-05-10 11:08:44,226 INFO Train: 3/80 ( 4%) [ 620/621 (100%)] Loss: 1.861 (1.86) LR: 3.581e-04 Time cost: 02:17/00:00 [09:35/2:56:16] Acc_iter 1863 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:09:22,524 INFO Train: 4/80 ( 5%) [ 0/621 ( 0%)] Loss: 1.958 (1.96) LR: 3.581e-04 Time cost: 00:00/07:48 [10:13/10:01:51] Acc_iter 1864 Data time: 0.48(0.48) Forward time: 0.57(0.57) Batch time: 1.05(1.05) |
| 2025-05-10 11:09:30,418 INFO Train: 4/80 ( 5%) [ 36/621 ( 6%)] Loss: 1.612 (1.74) LR: 3.604e-04 Time cost: 00:08/02:16 [10:21/3:06:09] Acc_iter 1900 Data time: 0.00(0.02) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 11:09:41,366 INFO Train: 4/80 ( 5%) [ 86/621 ( 14%)] Loss: 1.900 (1.75) LR: 3.636e-04 Time cost: 00:19/02:00 [10:32/2:59:11] Acc_iter 1950 Data time: 0.01(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:09:41,528 INFO |
| 2025-05-10 11:09:52,454 INFO Train: 4/80 ( 5%) [ 136/621 ( 22%)] Loss: 1.749 (1.73) LR: 3.669e-04 Time cost: 00:30/01:48 [10:43/2:57:59] Acc_iter 2000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:10:03,376 INFO Train: 4/80 ( 5%) [ 186/621 ( 30%)] Loss: 1.701 (1.71) LR: 3.702e-04 Time cost: 00:41/01:36 [10:54/2:56:37] Acc_iter 2050 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:10:14,438 INFO Train: 4/80 ( 5%) [ 236/621 ( 38%)] Loss: 1.892 (1.71) LR: 3.736e-04 Time cost: 00:52/01:25 [11:05/2:56:13] Acc_iter 2100 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:10:14,600 INFO |
| 2025-05-10 11:10:25,406 INFO Train: 4/80 ( 5%) [ 286/621 ( 46%)] Loss: 1.480 (1.70) LR: 3.772e-04 Time cost: 01:03/01:14 [11:16/2:55:39] Acc_iter 2150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:10:36,454 INFO Train: 4/80 ( 5%) [ 336/621 ( 54%)] Loss: 1.615 (1.70) LR: 3.808e-04 Time cost: 01:14/01:03 [11:27/2:55:22] Acc_iter 2200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:10:47,445 INFO Train: 4/80 ( 5%) [ 386/621 ( 62%)] Loss: 1.582 (1.70) LR: 3.844e-04 Time cost: 01:25/00:52 [11:38/2:55:00] Acc_iter 2250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:10:47,608 INFO |
| 2025-05-10 11:10:58,411 INFO Train: 4/80 ( 5%) [ 436/621 ( 70%)] Loss: 1.920 (1.70) LR: 3.882e-04 Time cost: 01:36/00:40 [11:49/2:54:38] Acc_iter 2300 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:11:09,587 INFO Train: 4/80 ( 5%) [ 486/621 ( 78%)] Loss: 1.515 (1.69) LR: 3.920e-04 Time cost: 01:47/00:29 [12:00/2:54:38] Acc_iter 2350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:11:20,545 INFO Train: 4/80 ( 5%) [ 536/621 ( 86%)] Loss: 1.541 (1.69) LR: 3.959e-04 Time cost: 01:58/00:18 [12:11/2:54:17] Acc_iter 2400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:11:20,708 INFO |
| 2025-05-10 11:11:31,626 INFO Train: 4/80 ( 5%) [ 586/621 ( 94%)] Loss: 1.918 (1.68) LR: 3.999e-04 Time cost: 02:09/00:07 [12:22/2:54:08] Acc_iter 2450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:11:38,944 INFO Train: 4/80 ( 5%) [ 620/621 (100%)] Loss: 1.792 (1.68) LR: 4.027e-04 Time cost: 02:17/00:00 [12:30/2:53:45] Acc_iter 2484 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:12:18,004 INFO Train: 5/80 ( 6%) [ 0/621 ( 0%)] Loss: 1.838 (1.84) LR: 4.028e-04 Time cost: 00:01/17:45 [13:09/22:29:21] Acc_iter 2485 Data time: 0.41(0.41) Forward time: 0.77(0.77) Batch time: 1.18(1.18) |
| 2025-05-10 11:12:21,396 INFO Train: 5/80 ( 6%) [ 15/621 ( 2%)] Loss: 1.880 (1.61) LR: 4.040e-04 Time cost: 00:05/03:13 [13:12/4:11:02] Acc_iter 2500 Data time: 0.00(0.03) Forward time: 0.20(0.26) Batch time: 0.20(0.29) |
| 2025-05-10 11:12:32,447 INFO Train: 5/80 ( 6%) [ 65/621 ( 10%)] Loss: 1.830 (1.60) LR: 4.081e-04 Time cost: 00:16/02:16 [13:23/3:12:19] Acc_iter 2550 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 11:12:32,661 INFO |
| 2025-05-10 11:12:43,874 INFO Train: 5/80 ( 6%) [ 115/621 ( 19%)] Loss: 1.499 (1.61) LR: 4.124e-04 Time cost: 00:27/02:00 [13:35/3:06:36] Acc_iter 2600 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.23) |
| 2025-05-10 11:12:54,853 INFO Train: 5/80 ( 6%) [ 165/621 ( 27%)] Loss: 1.489 (1.62) LR: 4.167e-04 Time cost: 00:38/01:45 [13:46/3:02:06] Acc_iter 2650 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:13:05,859 INFO Train: 5/80 ( 6%) [ 215/621 ( 35%)] Loss: 1.608 (1.61) LR: 4.210e-04 Time cost: 00:49/01:33 [13:57/2:59:41] Acc_iter 2700 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:13:06,079 INFO |
| 2025-05-10 11:13:17,197 INFO Train: 5/80 ( 6%) [ 265/621 ( 43%)] Loss: 1.878 (1.60) LR: 4.255e-04 Time cost: 01:00/01:21 [14:08/2:59:06] Acc_iter 2750 Data time: 0.00(0.00) Forward time: 0.25(0.22) Batch time: 0.25(0.23) |
| 2025-05-10 11:13:28,256 INFO Train: 5/80 ( 6%) [ 315/621 ( 51%)] Loss: 1.503 (1.60) LR: 4.300e-04 Time cost: 01:11/01:09 [14:19/2:57:57] Acc_iter 2800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:13:39,446 INFO Train: 5/80 ( 6%) [ 365/621 ( 59%)] Loss: 1.476 (1.59) LR: 4.346e-04 Time cost: 01:23/00:58 [14:30/2:57:20] Acc_iter 2850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:13:39,665 INFO |
| 2025-05-10 11:13:50,740 INFO Train: 5/80 ( 6%) [ 415/621 ( 67%)] Loss: 1.474 (1.59) LR: 4.393e-04 Time cost: 01:34/00:46 [14:41/2:57:01] Acc_iter 2900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:14:01,751 INFO Train: 5/80 ( 6%) [ 465/621 ( 75%)] Loss: 1.332 (1.59) LR: 4.441e-04 Time cost: 01:45/00:35 [14:53/2:56:15] Acc_iter 2950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:14:12,636 INFO Train: 5/80 ( 6%) [ 515/621 ( 83%)] Loss: 1.435 (1.59) LR: 4.489e-04 Time cost: 01:56/00:23 [15:03/2:55:25] Acc_iter 3000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:14:12,854 INFO |
| 2025-05-10 11:14:23,803 INFO Train: 5/80 ( 6%) [ 565/621 ( 91%)] Loss: 1.681 (1.58) LR: 4.538e-04 Time cost: 02:07/00:12 [15:15/2:55:05] Acc_iter 3050 Data time: 0.01(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:14:34,734 INFO Train: 5/80 ( 6%) [ 615/621 ( 99%)] Loss: 1.499 (1.58) LR: 4.588e-04 Time cost: 02:18/00:01 [15:25/2:54:29] Acc_iter 3100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:14:35,667 INFO Train: 5/80 ( 6%) [ 620/621 (100%)] Loss: 1.725 (1.58) LR: 4.593e-04 Time cost: 02:19/00:00 [15:26/2:54:13] Acc_iter 3105 Data time: 0.00(0.00) Forward time: 0.10(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 11:15:15,234 INFO Train: 6/80 ( 8%) [ 0/621 ( 0%)] Loss: 1.490 (1.49) LR: 4.594e-04 Time cost: 00:00/06:59 [16:06/8:44:17] Acc_iter 3106 Data time: 0.44(0.44) Forward time: 0.56(0.56) Batch time: 1.00(1.00) |
| 2025-05-10 11:15:25,024 INFO Train: 6/80 ( 8%) [ 44/621 ( 7%)] Loss: 1.521 (1.51) LR: 4.639e-04 Time cost: 00:10/02:14 [16:16/3:00:21] Acc_iter 3150 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 11:15:25,247 INFO |
| 2025-05-10 11:15:36,517 INFO Train: 6/80 ( 8%) [ 94/621 ( 15%)] Loss: 1.354 (1.54) LR: 4.690e-04 Time cost: 00:21/02:01 [16:27/2:59:03] Acc_iter 3200 Data time: 0.00(0.01) Forward time: 0.20(0.23) Batch time: 0.21(0.23) |
| 2025-05-10 11:15:47,671 INFO Train: 6/80 ( 8%) [ 144/621 ( 23%)] Loss: 1.480 (1.53) LR: 4.742e-04 Time cost: 00:33/01:48 [16:38/2:56:43] Acc_iter 3250 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:15:58,809 INFO Train: 6/80 ( 8%) [ 194/621 ( 31%)] Loss: 1.306 (1.52) LR: 4.795e-04 Time cost: 00:44/01:36 [16:50/2:55:25] Acc_iter 3300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:15:59,027 INFO |
| 2025-05-10 11:16:10,328 INFO Train: 6/80 ( 8%) [ 244/621 ( 39%)] Loss: 1.338 (1.51) LR: 4.848e-04 Time cost: 00:55/01:25 [17:01/2:55:46] Acc_iter 3350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:16:21,403 INFO Train: 6/80 ( 8%) [ 294/621 ( 47%)] Loss: 1.403 (1.50) LR: 4.903e-04 Time cost: 01:06/01:14 [17:12/2:54:46] Acc_iter 3400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:16:32,591 INFO Train: 6/80 ( 8%) [ 344/621 ( 55%)] Loss: 1.575 (1.50) LR: 4.958e-04 Time cost: 01:18/01:02 [17:23/2:54:16] Acc_iter 3450 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 11:16:32,802 INFO |
| 2025-05-10 11:16:44,087 INFO Train: 6/80 ( 8%) [ 394/621 ( 63%)] Loss: 1.404 (1.50) LR: 5.013e-04 Time cost: 01:29/00:51 [17:35/2:54:27] Acc_iter 3500 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 11:16:55,303 INFO Train: 6/80 ( 8%) [ 444/621 ( 71%)] Loss: 1.536 (1.50) LR: 5.070e-04 Time cost: 01:40/00:40 [17:46/2:54:03] Acc_iter 3550 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.25(0.23) |
| 2025-05-10 11:17:06,357 INFO Train: 6/80 ( 8%) [ 494/621 ( 80%)] Loss: 1.619 (1.50) LR: 5.127e-04 Time cost: 01:51/00:28 [17:57/2:53:27] Acc_iter 3600 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:17:06,568 INFO |
| 2025-05-10 11:17:17,628 INFO Train: 6/80 ( 8%) [ 544/621 ( 88%)] Loss: 1.378 (1.50) LR: 5.185e-04 Time cost: 02:03/00:17 [18:08/2:53:14] Acc_iter 3650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:17:28,577 INFO Train: 6/80 ( 8%) [ 594/621 ( 96%)] Loss: 1.351 (1.50) LR: 5.243e-04 Time cost: 02:14/00:06 [18:19/2:52:36] Acc_iter 3700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:17:34,149 INFO Train: 6/80 ( 8%) [ 620/621 (100%)] Loss: 2.239 (1.50) LR: 5.274e-04 Time cost: 02:19/00:00 [18:25/2:52:09] Acc_iter 3726 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.23) |
| 2025-05-10 11:18:14,472 INFO Train: 7/80 ( 9%) [ 0/621 ( 0%)] Loss: 1.510 (1.51) LR: 5.275e-04 Time cost: 00:00/07:54 [19:05/9:45:35] Acc_iter 3727 Data time: 0.46(0.46) Forward time: 1.37(1.37) Batch time: 1.83(1.83) |
| 2025-05-10 11:18:19,562 INFO Train: 7/80 ( 9%) [ 23/621 ( 4%)] Loss: 1.525 (1.52) LR: 5.303e-04 Time cost: 00:05/02:25 [19:10/3:06:43] Acc_iter 3750 Data time: 0.00(0.02) Forward time: 0.20(0.27) Batch time: 0.21(0.29) |
| 2025-05-10 11:18:19,773 INFO |
| 2025-05-10 11:18:30,693 INFO Train: 7/80 ( 9%) [ 73/621 ( 12%)] Loss: 1.463 (1.50) LR: 5.362e-04 Time cost: 00:16/02:05 [19:21/2:55:31] Acc_iter 3800 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 11:18:41,672 INFO Train: 7/80 ( 9%) [ 123/621 ( 20%)] Loss: 1.545 (1.49) LR: 5.423e-04 Time cost: 00:27/01:52 [19:32/2:52:15] Acc_iter 3850 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.23) |
| 2025-05-10 11:18:52,718 INFO Train: 7/80 ( 9%) [ 173/621 ( 28%)] Loss: 1.538 (1.48) LR: 5.484e-04 Time cost: 00:39/01:40 [19:43/2:51:04] Acc_iter 3900 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:18:52,944 INFO |
| 2025-05-10 11:19:04,347 INFO Train: 7/80 ( 9%) [ 223/621 ( 36%)] Loss: 1.303 (1.48) LR: 5.546e-04 Time cost: 00:50/01:29 [19:55/2:52:18] Acc_iter 3950 Data time: 0.00(0.01) Forward time: 0.24(0.23) Batch time: 0.24(0.23) |
| 2025-05-10 11:19:15,256 INFO Train: 7/80 ( 9%) [ 273/621 ( 44%)] Loss: 1.752 (1.47) LR: 5.609e-04 Time cost: 01:01/01:18 [20:06/2:51:01] Acc_iter 4000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:19:26,091 INFO Train: 7/80 ( 9%) [ 323/621 ( 52%)] Loss: 1.370 (1.47) LR: 5.673e-04 Time cost: 01:12/01:06 [20:17/2:49:54] Acc_iter 4050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:19:26,313 INFO |
| 2025-05-10 11:19:37,234 INFO Train: 7/80 ( 9%) [ 373/621 ( 60%)] Loss: 1.667 (1.47) LR: 5.737e-04 Time cost: 01:23/00:55 [20:28/2:49:39] Acc_iter 4100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:19:48,224 INFO Train: 7/80 ( 9%) [ 423/621 ( 68%)] Loss: 1.223 (1.47) LR: 5.801e-04 Time cost: 01:34/00:44 [20:39/2:49:09] Acc_iter 4150 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:19:59,227 INFO Train: 7/80 ( 9%) [ 473/621 ( 76%)] Loss: 1.396 (1.47) LR: 5.867e-04 Time cost: 01:45/00:32 [20:50/2:48:44] Acc_iter 4200 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:19:59,440 INFO |
| 2025-05-10 11:20:10,360 INFO Train: 7/80 ( 9%) [ 523/621 ( 84%)] Loss: 1.532 (1.47) LR: 5.933e-04 Time cost: 01:56/00:21 [21:01/2:48:33] Acc_iter 4250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:20:21,349 INFO Train: 7/80 ( 9%) [ 573/621 ( 92%)] Loss: 1.233 (1.47) LR: 6.000e-04 Time cost: 02:07/00:10 [21:12/2:48:11] Acc_iter 4300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:20:31,599 INFO Train: 7/80 ( 9%) [ 620/621 (100%)] Loss: 1.585 (1.47) LR: 6.063e-04 Time cost: 02:17/00:00 [21:22/2:47:46] Acc_iter 4347 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:21:10,280 INFO Train: 8/80 ( 10%) [ 0/621 ( 0%)] Loss: 1.370 (1.37) LR: 6.064e-04 Time cost: 00:00/07:18 [22:01/8:54:03] Acc_iter 4348 Data time: 0.45(0.45) Forward time: 0.68(0.68) Batch time: 1.13(1.13) |
| 2025-05-10 11:21:10,718 INFO Train: 8/80 ( 10%) [ 2/621 ( 0%)] Loss: 1.456 (1.44) LR: 6.067e-04 Time cost: 00:01/03:56 [22:01/4:48:15] Acc_iter 4350 Data time: 0.00(0.15) Forward time: 0.21(0.37) Batch time: 0.21(0.52) |
| 2025-05-10 11:21:10,888 INFO |
| 2025-05-10 11:21:21,768 INFO Train: 8/80 ( 10%) [ 52/621 ( 8%)] Loss: 1.353 (1.41) LR: 6.135e-04 Time cost: 00:12/02:10 [22:13/2:53:39] Acc_iter 4400 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 11:21:32,737 INFO Train: 8/80 ( 10%) [ 102/621 ( 16%)] Loss: 1.397 (1.42) LR: 6.204e-04 Time cost: 00:23/01:56 [22:23/2:49:32] Acc_iter 4450 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 11:21:43,645 INFO Train: 8/80 ( 10%) [ 152/621 ( 24%)] Loss: 1.254 (1.43) LR: 6.273e-04 Time cost: 00:34/01:44 [22:34/2:47:41] Acc_iter 4500 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:21:43,816 INFO |
| 2025-05-10 11:21:54,603 INFO Train: 8/80 ( 10%) [ 202/621 ( 33%)] Loss: 1.306 (1.42) LR: 6.343e-04 Time cost: 00:45/01:32 [22:45/2:46:50] Acc_iter 4550 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:22:05,590 INFO Train: 8/80 ( 10%) [ 252/621 ( 41%)] Loss: 1.591 (1.43) LR: 6.414e-04 Time cost: 00:56/01:21 [22:56/2:46:21] Acc_iter 4600 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:22:16,565 INFO Train: 8/80 ( 10%) [ 302/621 ( 49%)] Loss: 1.388 (1.42) LR: 6.485e-04 Time cost: 01:06/01:10 [23:07/2:45:56] Acc_iter 4650 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:22:16,735 INFO |
| 2025-05-10 11:22:27,787 INFO Train: 8/80 ( 10%) [ 352/621 ( 57%)] Loss: 1.189 (1.42) LR: 6.557e-04 Time cost: 01:18/00:59 [23:19/2:46:06] Acc_iter 4700 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:22:38,629 INFO Train: 8/80 ( 10%) [ 402/621 ( 65%)] Loss: 1.489 (1.43) LR: 6.629e-04 Time cost: 01:29/00:48 [23:29/2:45:28] Acc_iter 4750 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:22:49,666 INFO Train: 8/80 ( 10%) [ 452/621 ( 73%)] Loss: 1.493 (1.42) LR: 6.702e-04 Time cost: 01:40/00:37 [23:40/2:45:16] Acc_iter 4800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:22:49,833 INFO |
| 2025-05-10 11:23:00,712 INFO Train: 8/80 ( 10%) [ 502/621 ( 81%)] Loss: 1.480 (1.42) LR: 6.776e-04 Time cost: 01:51/00:26 [23:51/2:45:05] Acc_iter 4850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:23:11,635 INFO Train: 8/80 ( 10%) [ 552/621 ( 89%)] Loss: 1.306 (1.42) LR: 6.850e-04 Time cost: 02:02/00:15 [24:02/2:44:44] Acc_iter 4900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:23:22,498 INFO Train: 8/80 ( 10%) [ 602/621 ( 97%)] Loss: 1.289 (1.42) LR: 6.925e-04 Time cost: 02:12/00:04 [24:13/2:44:20] Acc_iter 4950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:23:22,670 INFO |
| 2025-05-10 11:23:26,499 INFO Train: 8/80 ( 10%) [ 620/621 (100%)] Loss: 1.268 (1.42) LR: 6.953e-04 Time cost: 02:16/00:00 [24:17/2:44:18] Acc_iter 4968 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 11:24:04,590 INFO Train: 9/80 ( 11%) [ 0/621 ( 0%)] Loss: 1.354 (1.35) LR: 6.954e-04 Time cost: 00:01/11:15 [24:55/13:30:30] Acc_iter 4969 Data time: 0.44(0.44) Forward time: 0.45(0.45) Batch time: 0.89(0.89) |
| 2025-05-10 11:24:11,543 INFO Train: 9/80 ( 11%) [ 31/621 ( 5%)] Loss: 1.398 (1.39) LR: 7.001e-04 Time cost: 00:08/02:28 [25:02/3:07:06] Acc_iter 5000 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 11:24:22,523 INFO Train: 9/80 ( 11%) [ 81/621 ( 13%)] Loss: 1.317 (1.38) LR: 7.077e-04 Time cost: 00:19/02:05 [25:13/2:52:32] Acc_iter 5050 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:24:33,499 INFO Train: 9/80 ( 11%) [ 131/621 ( 21%)] Loss: 1.467 (1.39) LR: 7.154e-04 Time cost: 00:29/01:51 [25:24/2:48:50] Acc_iter 5100 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:24:33,718 INFO |
| 2025-05-10 11:24:44,813 INFO Train: 9/80 ( 11%) [ 181/621 ( 29%)] Loss: 1.463 (1.39) LR: 7.231e-04 Time cost: 00:41/01:39 [25:36/2:48:27] Acc_iter 5150 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:24:55,834 INFO Train: 9/80 ( 11%) [ 231/621 ( 37%)] Loss: 1.292 (1.40) LR: 7.309e-04 Time cost: 00:52/01:27 [25:47/2:47:13] Acc_iter 5200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:25:06,960 INFO Train: 9/80 ( 11%) [ 281/621 ( 45%)] Loss: 1.299 (1.39) LR: 7.387e-04 Time cost: 01:03/01:16 [25:58/2:46:38] Acc_iter 5250 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:25:07,178 INFO |
| 2025-05-10 11:25:18,260 INFO Train: 9/80 ( 11%) [ 331/621 ( 53%)] Loss: 1.308 (1.39) LR: 7.466e-04 Time cost: 01:14/01:05 [26:09/2:46:33] Acc_iter 5300 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:25:29,394 INFO Train: 9/80 ( 11%) [ 381/621 ( 61%)] Loss: 1.378 (1.39) LR: 7.546e-04 Time cost: 01:25/00:53 [26:20/2:46:07] Acc_iter 5350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:25:40,458 INFO Train: 9/80 ( 11%) [ 431/621 ( 69%)] Loss: 1.520 (1.39) LR: 7.626e-04 Time cost: 01:36/00:42 [26:31/2:45:38] Acc_iter 5400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:25:40,678 INFO |
| 2025-05-10 11:25:51,789 INFO Train: 9/80 ( 11%) [ 481/621 ( 77%)] Loss: 1.512 (1.39) LR: 7.707e-04 Time cost: 01:48/00:31 [26:43/2:45:36] Acc_iter 5450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:26:02,547 INFO Train: 9/80 ( 11%) [ 531/621 ( 86%)] Loss: 1.306 (1.39) LR: 7.788e-04 Time cost: 01:59/00:20 [26:53/2:44:46] Acc_iter 5500 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 11:26:13,508 INFO Train: 9/80 ( 11%) [ 581/621 ( 94%)] Loss: 1.305 (1.39) LR: 7.870e-04 Time cost: 02:10/00:08 [27:04/2:44:17] Acc_iter 5550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:26:13,727 INFO |
| 2025-05-10 11:26:22,142 INFO Train: 9/80 ( 11%) [ 620/621 (100%)] Loss: 1.576 (1.39) LR: 7.934e-04 Time cost: 02:18/00:00 [27:13/2:44:03] Acc_iter 5589 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:27:02,124 INFO Train: 10/80 ( 12%) [ 0/621 ( 0%)] Loss: 1.157 (1.16) LR: 7.936e-04 Time cost: 00:00/07:34 [27:53/8:57:44] Acc_iter 5590 Data time: 0.44(0.44) Forward time: 0.72(0.72) Batch time: 1.16(1.16) |
| 2025-05-10 11:27:04,346 INFO Train: 10/80 ( 12%) [ 10/621 ( 2%)] Loss: 1.427 (1.39) LR: 7.952e-04 Time cost: 00:02/02:44 [27:55/3:17:16] Acc_iter 5600 Data time: 0.00(0.04) Forward time: 0.22(0.27) Batch time: 0.22(0.31) |
| 2025-05-10 11:27:15,418 INFO Train: 10/80 ( 12%) [ 60/621 ( 10%)] Loss: 1.451 (1.39) LR: 8.035e-04 Time cost: 00:14/02:08 [28:06/2:48:43] Acc_iter 5650 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 11:27:26,606 INFO Train: 10/80 ( 12%) [ 110/621 ( 18%)] Loss: 1.468 (1.38) LR: 8.118e-04 Time cost: 00:25/01:56 [28:17/2:46:30] Acc_iter 5700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:27:26,821 INFO |
| 2025-05-10 11:27:37,741 INFO Train: 10/80 ( 12%) [ 160/621 ( 26%)] Loss: 1.255 (1.38) LR: 8.202e-04 Time cost: 00:36/01:44 [28:28/2:45:18] Acc_iter 5750 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 11:27:48,945 INFO Train: 10/80 ( 12%) [ 210/621 ( 34%)] Loss: 1.450 (1.38) LR: 8.287e-04 Time cost: 00:47/01:32 [28:40/2:44:49] Acc_iter 5800 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 11:28:00,046 INFO Train: 10/80 ( 12%) [ 260/621 ( 42%)] Loss: 1.362 (1.37) LR: 8.372e-04 Time cost: 00:58/01:21 [28:51/2:44:09] Acc_iter 5850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:28:00,262 INFO |
| 2025-05-10 11:28:11,335 INFO Train: 10/80 ( 12%) [ 310/621 ( 50%)] Loss: 1.260 (1.36) LR: 8.457e-04 Time cost: 01:09/01:09 [29:02/2:44:06] Acc_iter 5900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:28:22,284 INFO Train: 10/80 ( 12%) [ 360/621 ( 58%)] Loss: 1.414 (1.36) LR: 8.543e-04 Time cost: 01:20/00:58 [29:13/2:43:19] Acc_iter 5950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:28:33,162 INFO Train: 10/80 ( 12%) [ 410/621 ( 66%)] Loss: 1.376 (1.36) LR: 8.630e-04 Time cost: 01:31/00:47 [29:24/2:42:33] Acc_iter 6000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:28:33,378 INFO |
| 2025-05-10 11:28:44,288 INFO Train: 10/80 ( 12%) [ 460/621 ( 74%)] Loss: 1.325 (1.36) LR: 8.717e-04 Time cost: 01:42/00:35 [29:35/2:42:18] Acc_iter 6050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:28:55,237 INFO Train: 10/80 ( 12%) [ 510/621 ( 82%)] Loss: 1.348 (1.36) LR: 8.804e-04 Time cost: 01:53/00:24 [29:46/2:41:49] Acc_iter 6100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:29:06,102 INFO Train: 10/80 ( 12%) [ 560/621 ( 90%)] Loss: 1.362 (1.36) LR: 8.892e-04 Time cost: 02:04/00:13 [29:57/2:41:16] Acc_iter 6150 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:29:06,326 INFO |
| 2025-05-10 11:29:17,208 INFO Train: 10/80 ( 12%) [ 610/621 ( 98%)] Loss: 1.423 (1.36) LR: 8.980e-04 Time cost: 02:15/00:02 [30:08/2:41:05] Acc_iter 6200 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:29:19,232 INFO Train: 10/80 ( 12%) [ 620/621 (100%)] Loss: 1.379 (1.36) LR: 8.998e-04 Time cost: 02:17/00:00 [30:10/2:40:48] Acc_iter 6210 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 11:29:58,294 INFO Train: 11/80 ( 14%) [ 0/621 ( 0%)] Loss: 1.248 (1.25) LR: 9.000e-04 Time cost: 00:01/13:51 [30:49/16:10:37] Acc_iter 6211 Data time: 0.41(0.41) Forward time: 0.63(0.63) Batch time: 1.03(1.03) |
| 2025-05-10 11:30:07,064 INFO Train: 11/80 ( 14%) [ 39/621 ( 6%)] Loss: 1.504 (1.37) LR: 9.069e-04 Time cost: 00:10/02:27 [30:58/3:02:56] Acc_iter 6250 Data time: 0.00(0.01) Forward time: 0.25(0.23) Batch time: 0.26(0.25) |
| 2025-05-10 11:30:18,052 INFO Train: 11/80 ( 14%) [ 89/621 ( 14%)] Loss: 1.336 (1.38) LR: 9.158e-04 Time cost: 00:21/02:04 [31:09/2:49:29] Acc_iter 6300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:30:18,267 INFO |
| 2025-05-10 11:30:29,323 INFO Train: 11/80 ( 14%) [ 139/621 ( 22%)] Loss: 1.277 (1.37) LR: 9.248e-04 Time cost: 00:32/01:51 [31:20/2:46:58] Acc_iter 6350 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:30:40,133 INFO Train: 11/80 ( 14%) [ 189/621 ( 30%)] Loss: 1.433 (1.37) LR: 9.338e-04 Time cost: 00:43/01:38 [31:31/2:43:55] Acc_iter 6400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:30:51,298 INFO Train: 11/80 ( 14%) [ 239/621 ( 38%)] Loss: 1.150 (1.37) LR: 9.429e-04 Time cost: 00:54/01:26 [31:42/2:43:08] Acc_iter 6450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:30:51,514 INFO |
| 2025-05-10 11:31:02,613 INFO Train: 11/80 ( 14%) [ 289/621 ( 47%)] Loss: 1.077 (1.36) LR: 9.520e-04 Time cost: 01:05/01:15 [31:53/2:42:56] Acc_iter 6500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:31:13,495 INFO Train: 11/80 ( 14%) [ 339/621 ( 55%)] Loss: 1.436 (1.36) LR: 9.612e-04 Time cost: 01:16/01:03 [32:04/2:41:49] Acc_iter 6550 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 11:31:24,368 INFO Train: 11/80 ( 14%) [ 389/621 ( 63%)] Loss: 1.436 (1.36) LR: 9.704e-04 Time cost: 01:27/00:52 [32:15/2:40:56] Acc_iter 6600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:31:24,591 INFO |
| 2025-05-10 11:31:35,434 INFO Train: 11/80 ( 14%) [ 439/621 ( 71%)] Loss: 1.351 (1.36) LR: 9.796e-04 Time cost: 01:38/00:40 [32:26/2:40:31] Acc_iter 6650 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:31:46,393 INFO Train: 11/80 ( 14%) [ 489/621 ( 79%)] Loss: 1.314 (1.35) LR: 9.889e-04 Time cost: 01:49/00:29 [32:37/2:39:59] Acc_iter 6700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:31:57,460 INFO Train: 11/80 ( 14%) [ 539/621 ( 87%)] Loss: 1.528 (1.36) LR: 9.982e-04 Time cost: 02:00/00:18 [32:48/2:39:40] Acc_iter 6750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:31:57,677 INFO |
| 2025-05-10 11:32:08,768 INFO Train: 11/80 ( 14%) [ 589/621 ( 95%)] Loss: 1.135 (1.35) LR: 1.008e-03 Time cost: 02:11/00:07 [33:00/2:39:40] Acc_iter 6800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:32:15,325 INFO Train: 11/80 ( 14%) [ 620/621 (100%)] Loss: 1.277 (1.35) LR: 1.013e-03 Time cost: 02:18/00:00 [33:06/2:39:07] Acc_iter 6831 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:32:53,705 INFO Train: 12/80 ( 15%) [ 0/621 ( 0%)] Loss: 1.623 (1.62) LR: 1.014e-03 Time cost: 00:00/08:55 [33:44/10:15:33] Acc_iter 6832 Data time: 0.46(0.46) Forward time: 0.34(0.34) Batch time: 0.80(0.80) |
| 2025-05-10 11:32:57,627 INFO Train: 12/80 ( 15%) [ 18/621 ( 3%)] Loss: 1.159 (1.38) LR: 1.017e-03 Time cost: 00:04/02:31 [33:48/2:59:43] Acc_iter 6850 Data time: 0.00(0.03) Forward time: 0.22(0.22) Batch time: 0.22(0.25) |
| 2025-05-10 11:33:08,681 INFO Train: 12/80 ( 15%) [ 68/621 ( 11%)] Loss: 1.439 (1.33) LR: 1.026e-03 Time cost: 00:15/02:06 [33:59/2:43:39] Acc_iter 6900 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:33:08,849 INFO |
| 2025-05-10 11:33:19,852 INFO Train: 12/80 ( 15%) [ 118/621 ( 19%)] Loss: 1.301 (1.33) LR: 1.036e-03 Time cost: 00:27/01:54 [34:11/2:41:38] Acc_iter 6950 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:33:30,658 INFO Train: 12/80 ( 15%) [ 168/621 ( 27%)] Loss: 1.455 (1.32) LR: 1.045e-03 Time cost: 00:37/01:41 [34:21/2:39:10] Acc_iter 7000 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:33:41,353 INFO Train: 12/80 ( 15%) [ 218/621 ( 35%)] Loss: 1.303 (1.33) LR: 1.055e-03 Time cost: 00:48/01:29 [34:32/2:37:23] Acc_iter 7050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:33:41,522 INFO |
| 2025-05-10 11:33:52,423 INFO Train: 12/80 ( 15%) [ 268/621 ( 43%)] Loss: 1.355 (1.33) LR: 1.065e-03 Time cost: 00:59/01:18 [34:43/2:37:11] Acc_iter 7100 Data time: 0.00(0.00) Forward time: 0.26(0.22) Batch time: 0.26(0.22) |
| 2025-05-10 11:34:03,311 INFO Train: 12/80 ( 15%) [ 318/621 ( 51%)] Loss: 1.239 (1.33) LR: 1.074e-03 Time cost: 01:10/01:06 [34:54/2:36:35] Acc_iter 7150 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 11:34:14,152 INFO Train: 12/80 ( 15%) [ 368/621 ( 59%)] Loss: 1.609 (1.33) LR: 1.084e-03 Time cost: 01:21/00:55 [35:05/2:36:00] Acc_iter 7200 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:34:14,321 INFO |
| 2025-05-10 11:34:25,232 INFO Train: 12/80 ( 15%) [ 418/621 ( 67%)] Loss: 1.298 (1.33) LR: 1.094e-03 Time cost: 01:32/00:44 [35:16/2:35:55] Acc_iter 7250 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:34:36,107 INFO Train: 12/80 ( 15%) [ 468/621 ( 75%)] Loss: 1.360 (1.32) LR: 1.103e-03 Time cost: 01:43/00:33 [35:27/2:35:31] Acc_iter 7300 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:34:47,146 INFO Train: 12/80 ( 15%) [ 518/621 ( 83%)] Loss: 1.315 (1.32) LR: 1.113e-03 Time cost: 01:54/00:22 [35:38/2:35:22] Acc_iter 7350 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:34:47,315 INFO |
| 2025-05-10 11:34:58,214 INFO Train: 12/80 ( 15%) [ 568/621 ( 91%)] Loss: 1.193 (1.32) LR: 1.123e-03 Time cost: 02:05/00:11 [35:49/2:35:16] Acc_iter 7400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:35:09,094 INFO Train: 12/80 ( 15%) [ 618/621 (100%)] Loss: 1.392 (1.32) LR: 1.133e-03 Time cost: 02:16/00:00 [36:00/2:34:55] Acc_iter 7450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:35:09,382 INFO Train: 12/80 ( 15%) [ 620/621 (100%)] Loss: 0.8854 (1.32) LR: 1.133e-03 Time cost: 02:16/00:00 [36:00/2:34:44] Acc_iter 7452 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:35:47,917 INFO Train: 13/80 ( 16%) [ 0/621 ( 0%)] Loss: 1.316 (1.32) LR: 1.133e-03 Time cost: 00:01/12:37 [36:39/14:18:36] Acc_iter 7453 Data time: 0.41(0.41) Forward time: 0.52(0.52) Batch time: 0.94(0.94) |
| 2025-05-10 11:35:58,188 INFO Train: 13/80 ( 16%) [ 47/621 ( 8%)] Loss: 1.268 (1.31) LR: 1.143e-03 Time cost: 00:11/02:17 [36:49/2:48:17] Acc_iter 7500 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 11:35:58,350 INFO |
| 2025-05-10 11:36:09,134 INFO Train: 13/80 ( 16%) [ 97/621 ( 16%)] Loss: 1.252 (1.31) LR: 1.153e-03 Time cost: 00:22/01:59 [37:00/2:40:45] Acc_iter 7550 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:36:20,199 INFO Train: 13/80 ( 16%) [ 147/621 ( 24%)] Loss: 1.504 (1.33) LR: 1.162e-03 Time cost: 00:33/01:47 [37:11/2:38:45] Acc_iter 7600 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:36:31,174 INFO Train: 13/80 ( 16%) [ 197/621 ( 32%)] Loss: 1.031 (1.33) LR: 1.172e-03 Time cost: 00:44/01:35 [37:22/2:37:21] Acc_iter 7650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:36:31,345 INFO |
| 2025-05-10 11:36:42,396 INFO Train: 13/80 ( 16%) [ 247/621 ( 40%)] Loss: 1.307 (1.32) LR: 1.182e-03 Time cost: 00:55/01:23 [37:33/2:37:08] Acc_iter 7700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:36:53,444 INFO Train: 13/80 ( 16%) [ 297/621 ( 48%)] Loss: 1.605 (1.32) LR: 1.192e-03 Time cost: 01:06/01:12 [37:44/2:36:31] Acc_iter 7750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:37:04,610 INFO Train: 13/80 ( 16%) [ 347/621 ( 56%)] Loss: 1.215 (1.32) LR: 1.203e-03 Time cost: 01:17/01:01 [37:55/2:36:16] Acc_iter 7800 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 11:37:04,827 INFO |
| 2025-05-10 11:37:15,757 INFO Train: 13/80 ( 16%) [ 397/621 ( 64%)] Loss: 1.251 (1.32) LR: 1.213e-03 Time cost: 01:29/00:50 [38:07/2:36:00] Acc_iter 7850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:37:26,904 INFO Train: 13/80 ( 16%) [ 447/621 ( 72%)] Loss: 1.144 (1.32) LR: 1.223e-03 Time cost: 01:40/00:38 [38:18/2:35:45] Acc_iter 7900 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:37:37,942 INFO Train: 13/80 ( 16%) [ 497/621 ( 80%)] Loss: 1.161 (1.31) LR: 1.233e-03 Time cost: 01:51/00:27 [38:29/2:35:22] Acc_iter 7950 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:37:38,158 INFO |
| 2025-05-10 11:37:49,321 INFO Train: 13/80 ( 16%) [ 547/621 ( 88%)] Loss: 1.190 (1.31) LR: 1.243e-03 Time cost: 02:02/00:16 [38:40/2:35:26] Acc_iter 8000 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:38:00,275 INFO Train: 13/80 ( 16%) [ 597/621 ( 96%)] Loss: 1.177 (1.31) LR: 1.253e-03 Time cost: 02:13/00:05 [38:51/2:34:59] Acc_iter 8050 Data time: 0.01(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:38:05,181 INFO Train: 13/80 ( 16%) [ 620/621 (100%)] Loss: 1.554 (1.31) LR: 1.258e-03 Time cost: 02:18/00:00 [38:56/2:34:38] Acc_iter 8073 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:38:43,446 INFO Train: 14/80 ( 18%) [ 0/621 ( 0%)] Loss: 1.379 (1.38) LR: 1.258e-03 Time cost: 00:00/07:42 [39:34/8:36:31] Acc_iter 8074 Data time: 0.48(0.48) Forward time: 0.35(0.35) Batch time: 0.83(0.83) |
| 2025-05-10 11:38:49,165 INFO Train: 14/80 ( 18%) [ 26/621 ( 4%)] Loss: 1.225 (1.30) LR: 1.263e-03 Time cost: 00:06/02:22 [39:40/2:45:55] Acc_iter 8100 Data time: 0.00(0.02) Forward time: 0.22(0.22) Batch time: 0.22(0.24) |
| 2025-05-10 11:38:49,335 INFO |
| 2025-05-10 11:39:00,382 INFO Train: 14/80 ( 18%) [ 76/621 ( 12%)] Loss: 1.050 (1.28) LR: 1.274e-03 Time cost: 00:17/02:05 [39:51/2:38:56] Acc_iter 8150 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:39:11,419 INFO Train: 14/80 ( 18%) [ 126/621 ( 20%)] Loss: 1.152 (1.29) LR: 1.284e-03 Time cost: 00:28/01:51 [40:02/2:36:19] Acc_iter 8200 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:39:22,546 INFO Train: 14/80 ( 18%) [ 176/621 ( 28%)] Loss: 1.286 (1.28) LR: 1.294e-03 Time cost: 00:39/01:40 [40:13/2:35:26] Acc_iter 8250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:39:22,715 INFO |
| 2025-05-10 11:39:33,680 INFO Train: 14/80 ( 18%) [ 226/621 ( 36%)] Loss: 1.395 (1.29) LR: 1.305e-03 Time cost: 00:50/01:28 [40:24/2:34:53] Acc_iter 8300 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:39:44,613 INFO Train: 14/80 ( 18%) [ 276/621 ( 44%)] Loss: 1.159 (1.29) LR: 1.315e-03 Time cost: 01:01/01:17 [40:35/2:33:57] Acc_iter 8350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:39:55,687 INFO Train: 14/80 ( 18%) [ 326/621 ( 52%)] Loss: 1.327 (1.29) LR: 1.325e-03 Time cost: 01:12/01:05 [40:46/2:33:33] Acc_iter 8400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:39:55,856 INFO |
| 2025-05-10 11:40:06,855 INFO Train: 14/80 ( 18%) [ 376/621 ( 61%)] Loss: 1.442 (1.29) LR: 1.336e-03 Time cost: 01:24/00:54 [40:58/2:33:23] Acc_iter 8450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:40:17,792 INFO Train: 14/80 ( 18%) [ 426/621 ( 69%)] Loss: 1.590 (1.29) LR: 1.346e-03 Time cost: 01:35/00:43 [41:09/2:32:50] Acc_iter 8500 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:40:28,810 INFO Train: 14/80 ( 18%) [ 476/621 ( 77%)] Loss: 1.304 (1.29) LR: 1.356e-03 Time cost: 01:46/00:32 [41:20/2:32:29] Acc_iter 8550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:40:28,979 INFO |
| 2025-05-10 11:40:40,045 INFO Train: 14/80 ( 18%) [ 526/621 ( 85%)] Loss: 1.391 (1.29) LR: 1.367e-03 Time cost: 01:57/00:21 [41:31/2:32:27] Acc_iter 8600 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:40:50,886 INFO Train: 14/80 ( 18%) [ 576/621 ( 93%)] Loss: 1.216 (1.29) LR: 1.377e-03 Time cost: 02:08/00:09 [41:42/2:31:55] Acc_iter 8650 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:41:00,420 INFO Train: 14/80 ( 18%) [ 620/621 (100%)] Loss: 1.117 (1.28) LR: 1.386e-03 Time cost: 02:17/00:00 [41:51/2:31:29] Acc_iter 8694 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 11:41:38,970 INFO Train: 15/80 ( 19%) [ 0/621 ( 0%)] Loss: 1.274 (1.27) LR: 1.387e-03 Time cost: 00:00/09:22 [42:30/10:18:16] Acc_iter 8695 Data time: 0.45(0.45) Forward time: 0.36(0.36) Batch time: 0.81(0.81) |
| 2025-05-10 11:41:40,052 INFO Train: 15/80 ( 19%) [ 5/621 ( 1%)] Loss: 1.472 (1.27) LR: 1.388e-03 Time cost: 00:01/03:24 [42:31/3:46:13] Acc_iter 8700 Data time: 0.00(0.08) Forward time: 0.22(0.24) Batch time: 0.22(0.31) |
| 2025-05-10 11:41:40,216 INFO |
| 2025-05-10 11:41:51,353 INFO Train: 15/80 ( 19%) [ 55/621 ( 9%)] Loss: 1.164 (1.31) LR: 1.398e-03 Time cost: 00:13/02:14 [42:42/2:41:52] Acc_iter 8750 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.24) |
| 2025-05-10 11:42:02,567 INFO Train: 15/80 ( 19%) [ 105/621 ( 17%)] Loss: 1.252 (1.29) LR: 1.409e-03 Time cost: 00:24/01:59 [42:53/2:37:29] Acc_iter 8800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:42:13,304 INFO Train: 15/80 ( 19%) [ 155/621 ( 25%)] Loss: 1.254 (1.29) LR: 1.419e-03 Time cost: 00:35/01:45 [43:04/2:33:43] Acc_iter 8850 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:42:13,479 INFO |
| 2025-05-10 11:42:24,553 INFO Train: 15/80 ( 19%) [ 205/621 ( 33%)] Loss: 1.057 (1.28) LR: 1.430e-03 Time cost: 00:46/01:33 [43:15/2:33:23] Acc_iter 8900 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:42:35,889 INFO Train: 15/80 ( 19%) [ 255/621 ( 41%)] Loss: 1.244 (1.28) LR: 1.440e-03 Time cost: 00:57/01:22 [43:27/2:33:20] Acc_iter 8950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:42:47,047 INFO Train: 15/80 ( 19%) [ 305/621 ( 49%)] Loss: 1.291 (1.28) LR: 1.451e-03 Time cost: 01:08/01:11 [43:38/2:32:50] Acc_iter 9000 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:42:47,216 INFO |
| 2025-05-10 11:42:58,251 INFO Train: 15/80 ( 19%) [ 355/621 ( 57%)] Loss: 1.323 (1.28) LR: 1.461e-03 Time cost: 01:20/00:59 [43:49/2:32:31] Acc_iter 9050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:43:09,250 INFO Train: 15/80 ( 19%) [ 405/621 ( 65%)] Loss: 1.279 (1.28) LR: 1.472e-03 Time cost: 01:31/00:48 [44:00/2:31:54] Acc_iter 9100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:43:20,325 INFO Train: 15/80 ( 19%) [ 455/621 ( 73%)] Loss: 1.374 (1.27) LR: 1.482e-03 Time cost: 01:42/00:37 [44:11/2:31:29] Acc_iter 9150 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:43:20,493 INFO |
| 2025-05-10 11:43:31,485 INFO Train: 15/80 ( 19%) [ 505/621 ( 81%)] Loss: 1.356 (1.27) LR: 1.493e-03 Time cost: 01:53/00:26 [44:22/2:31:13] Acc_iter 9200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:43:42,625 INFO Train: 15/80 ( 19%) [ 555/621 ( 89%)] Loss: 1.143 (1.26) LR: 1.504e-03 Time cost: 02:04/00:14 [44:33/2:30:57] Acc_iter 9250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:43:53,604 INFO Train: 15/80 ( 19%) [ 605/621 ( 97%)] Loss: 1.226 (1.26) LR: 1.514e-03 Time cost: 02:15/00:03 [44:44/2:30:31] Acc_iter 9300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:43:53,772 INFO |
| 2025-05-10 11:43:56,965 INFO Train: 15/80 ( 19%) [ 620/621 (100%)] Loss: 1.643 (1.26) LR: 1.517e-03 Time cost: 02:18/00:00 [44:48/2:30:28] Acc_iter 9315 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:44:36,480 INFO Train: 16/80 ( 20%) [ 0/621 ( 0%)] Loss: 1.495 (1.50) LR: 1.518e-03 Time cost: 00:00/07:45 [45:27/8:24:35] Acc_iter 9316 Data time: 0.47(0.47) Forward time: 0.73(0.73) Batch time: 1.20(1.20) |
| 2025-05-10 11:44:44,022 INFO Train: 16/80 ( 20%) [ 34/621 ( 5%)] Loss: 1.023 (1.30) LR: 1.525e-03 Time cost: 00:08/02:19 [45:35/2:39:15] Acc_iter 9350 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 11:44:55,074 INFO Train: 16/80 ( 20%) [ 84/621 ( 14%)] Loss: 1.168 (1.27) LR: 1.536e-03 Time cost: 00:19/02:02 [45:46/2:32:47] Acc_iter 9400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:45:06,077 INFO Train: 16/80 ( 20%) [ 134/621 ( 22%)] Loss: 1.176 (1.26) LR: 1.546e-03 Time cost: 00:30/01:49 [45:57/2:30:43] Acc_iter 9450 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 11:45:06,287 INFO |
| 2025-05-10 11:45:17,071 INFO Train: 16/80 ( 20%) [ 184/621 ( 30%)] Loss: 1.386 (1.25) LR: 1.557e-03 Time cost: 00:41/01:37 [46:08/2:29:39] Acc_iter 9500 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:45:28,007 INFO Train: 16/80 ( 20%) [ 234/621 ( 38%)] Loss: 1.252 (1.26) LR: 1.567e-03 Time cost: 00:52/01:26 [46:19/2:28:47] Acc_iter 9550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:45:38,980 INFO Train: 16/80 ( 20%) [ 284/621 ( 46%)] Loss: 0.9470 (1.25) LR: 1.578e-03 Time cost: 01:03/01:14 [46:30/2:28:15] Acc_iter 9600 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:45:39,194 INFO |
| 2025-05-10 11:45:50,132 INFO Train: 16/80 ( 20%) [ 334/621 ( 54%)] Loss: 1.314 (1.25) LR: 1.589e-03 Time cost: 01:14/01:03 [46:41/2:28:10] Acc_iter 9650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:46:01,049 INFO Train: 16/80 ( 20%) [ 384/621 ( 62%)] Loss: 1.112 (1.24) LR: 1.599e-03 Time cost: 01:25/00:52 [46:52/2:27:40] Acc_iter 9700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:46:12,010 INFO Train: 16/80 ( 20%) [ 434/621 ( 70%)] Loss: 1.069 (1.24) LR: 1.610e-03 Time cost: 01:36/00:41 [47:03/2:27:18] Acc_iter 9750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:46:12,219 INFO |
| 2025-05-10 11:46:23,273 INFO Train: 16/80 ( 20%) [ 484/621 ( 78%)] Loss: 1.077 (1.24) LR: 1.621e-03 Time cost: 01:47/00:30 [47:14/2:27:23] Acc_iter 9800 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 11:46:34,047 INFO Train: 16/80 ( 20%) [ 534/621 ( 86%)] Loss: 1.429 (1.24) LR: 1.631e-03 Time cost: 01:58/00:19 [47:25/2:26:48] Acc_iter 9850 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:46:45,134 INFO Train: 16/80 ( 20%) [ 584/621 ( 94%)] Loss: 1.043 (1.24) LR: 1.642e-03 Time cost: 02:09/00:08 [47:36/2:26:39] Acc_iter 9900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:46:45,343 INFO |
| 2025-05-10 11:46:52,995 INFO Train: 16/80 ( 20%) [ 620/621 (100%)] Loss: 1.821 (1.24) LR: 1.650e-03 Time cost: 02:17/00:00 [47:44/2:26:25] Acc_iter 9936 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:47:32,246 INFO Train: 17/80 ( 21%) [ 0/621 ( 0%)] Loss: 1.035 (1.03) LR: 1.650e-03 Time cost: 00:00/07:42 [48:23/8:13:35] Acc_iter 9937 Data time: 0.44(0.44) Forward time: 0.70(0.70) Batch time: 1.15(1.15) |
| 2025-05-10 11:47:35,136 INFO Train: 17/80 ( 21%) [ 13/621 ( 2%)] Loss: 1.140 (1.25) LR: 1.653e-03 Time cost: 00:03/02:37 [48:26/2:51:54] Acc_iter 9950 Data time: 0.00(0.03) Forward time: 0.21(0.25) Batch time: 0.21(0.29) |
| 2025-05-10 11:47:46,053 INFO Train: 17/80 ( 21%) [ 63/621 ( 10%)] Loss: 1.137 (1.22) LR: 1.663e-03 Time cost: 00:14/02:06 [48:37/2:30:22] Acc_iter 10000 Data time: 0.00(0.01) Forward time: 0.27(0.22) Batch time: 0.27(0.23) |
| 2025-05-10 11:47:56,878 INFO Train: 17/80 ( 21%) [ 113/621 ( 18%)] Loss: 1.436 (1.23) LR: 1.674e-03 Time cost: 00:25/01:53 [48:48/2:27:02] Acc_iter 10050 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 11:47:57,091 INFO |
| 2025-05-10 11:48:08,203 INFO Train: 17/80 ( 21%) [ 163/621 ( 26%)] Loss: 1.264 (1.22) LR: 1.685e-03 Time cost: 00:36/01:42 [48:59/2:27:37] Acc_iter 10100 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:48:19,307 INFO Train: 17/80 ( 21%) [ 213/621 ( 34%)] Loss: 1.171 (1.22) LR: 1.695e-03 Time cost: 00:47/01:31 [49:10/2:27:10] Acc_iter 10150 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 11:48:30,278 INFO Train: 17/80 ( 21%) [ 263/621 ( 42%)] Loss: 1.300 (1.22) LR: 1.706e-03 Time cost: 00:58/01:19 [49:21/2:26:30] Acc_iter 10200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:48:30,491 INFO |
| 2025-05-10 11:48:41,378 INFO Train: 17/80 ( 21%) [ 313/621 ( 50%)] Loss: 1.226 (1.22) LR: 1.717e-03 Time cost: 01:09/01:08 [49:32/2:26:14] Acc_iter 10250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:48:52,245 INFO Train: 17/80 ( 21%) [ 363/621 ( 58%)] Loss: 1.076 (1.22) LR: 1.727e-03 Time cost: 01:20/00:57 [49:43/2:25:35] Acc_iter 10300 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:49:03,277 INFO Train: 17/80 ( 21%) [ 413/621 ( 67%)] Loss: 1.262 (1.22) LR: 1.738e-03 Time cost: 01:31/00:46 [49:54/2:25:18] Acc_iter 10350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:49:03,492 INFO |
| 2025-05-10 11:49:14,514 INFO Train: 17/80 ( 21%) [ 463/621 ( 75%)] Loss: 1.251 (1.22) LR: 1.749e-03 Time cost: 01:43/00:35 [50:05/2:25:20] Acc_iter 10400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:49:25,447 INFO Train: 17/80 ( 21%) [ 513/621 ( 83%)] Loss: 1.149 (1.21) LR: 1.759e-03 Time cost: 01:53/00:23 [50:16/2:24:56] Acc_iter 10450 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:49:36,339 INFO Train: 17/80 ( 21%) [ 563/621 ( 91%)] Loss: 1.302 (1.21) LR: 1.770e-03 Time cost: 02:04/00:12 [50:27/2:24:32] Acc_iter 10500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:49:36,555 INFO |
| 2025-05-10 11:49:47,535 INFO Train: 17/80 ( 21%) [ 613/621 ( 99%)] Loss: 0.9470 (1.21) LR: 1.781e-03 Time cost: 02:16/00:01 [50:38/2:24:29] Acc_iter 10550 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:49:48,914 INFO Train: 17/80 ( 21%) [ 620/621 (100%)] Loss: 1.063 (1.21) LR: 1.782e-03 Time cost: 02:17/00:00 [50:40/2:24:17] Acc_iter 10557 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:50:28,200 INFO Train: 18/80 ( 22%) [ 0/621 ( 0%)] Loss: 1.213 (1.21) LR: 1.782e-03 Time cost: 00:00/07:46 [51:19/8:09:56] Acc_iter 10558 Data time: 0.43(0.43) Forward time: 0.78(0.78) Batch time: 1.21(1.21) |
| 2025-05-10 11:50:37,310 INFO Train: 18/80 ( 22%) [ 42/621 ( 7%)] Loss: 1.213 (1.22) LR: 1.791e-03 Time cost: 00:09/02:12 [51:28/2:29:22] Acc_iter 10600 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 11:50:48,341 INFO Train: 18/80 ( 22%) [ 92/621 ( 15%)] Loss: 1.269 (1.22) LR: 1.802e-03 Time cost: 00:20/01:58 [51:39/2:26:08] Acc_iter 10650 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:50:48,511 INFO |
| 2025-05-10 11:50:59,513 INFO Train: 18/80 ( 22%) [ 142/621 ( 23%)] Loss: 1.143 (1.21) LR: 1.812e-03 Time cost: 00:32/01:47 [51:50/2:25:40] Acc_iter 10700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:51:10,701 INFO Train: 18/80 ( 22%) [ 192/621 ( 31%)] Loss: 1.125 (1.22) LR: 1.823e-03 Time cost: 00:43/01:36 [52:01/2:25:24] Acc_iter 10750 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:51:21,655 INFO Train: 18/80 ( 22%) [ 242/621 ( 39%)] Loss: 1.217 (1.20) LR: 1.834e-03 Time cost: 00:54/01:24 [52:12/2:24:33] Acc_iter 10800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:51:21,824 INFO |
| 2025-05-10 11:51:32,917 INFO Train: 18/80 ( 22%) [ 292/621 ( 47%)] Loss: 1.407 (1.20) LR: 1.844e-03 Time cost: 01:05/01:13 [52:24/2:24:36] Acc_iter 10850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:51:43,810 INFO Train: 18/80 ( 22%) [ 342/621 ( 55%)] Loss: 1.013 (1.20) LR: 1.855e-03 Time cost: 01:16/01:02 [52:35/2:23:53] Acc_iter 10900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:51:54,720 INFO Train: 18/80 ( 22%) [ 392/621 ( 63%)] Loss: 1.059 (1.20) LR: 1.865e-03 Time cost: 01:27/00:50 [52:45/2:23:20] Acc_iter 10950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:51:54,890 INFO |
| 2025-05-10 11:52:05,869 INFO Train: 18/80 ( 22%) [ 442/621 ( 71%)] Loss: 1.107 (1.21) LR: 1.876e-03 Time cost: 01:38/00:39 [52:57/2:23:13] Acc_iter 11000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:52:16,836 INFO Train: 18/80 ( 22%) [ 492/621 ( 79%)] Loss: 1.064 (1.20) LR: 1.886e-03 Time cost: 01:49/00:28 [53:08/2:22:51] Acc_iter 11050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:52:27,609 INFO Train: 18/80 ( 22%) [ 542/621 ( 87%)] Loss: 1.175 (1.20) LR: 1.897e-03 Time cost: 02:00/00:17 [53:18/2:22:17] Acc_iter 11100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:52:27,779 INFO |
| 2025-05-10 11:52:38,636 INFO Train: 18/80 ( 22%) [ 592/621 ( 95%)] Loss: 1.408 (1.20) LR: 1.907e-03 Time cost: 02:11/00:06 [53:29/2:22:04] Acc_iter 11150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:52:44,658 INFO Train: 18/80 ( 22%) [ 620/621 (100%)] Loss: 1.605 (1.20) LR: 1.913e-03 Time cost: 02:17/00:00 [53:35/2:21:47] Acc_iter 11178 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 11:53:23,336 INFO Train: 19/80 ( 24%) [ 0/621 ( 0%)] Loss: 1.354 (1.35) LR: 1.913e-03 Time cost: 00:00/07:16 [54:14/7:31:28] Acc_iter 11179 Data time: 0.41(0.41) Forward time: 0.46(0.46) Batch time: 0.86(0.86) |
| 2025-05-10 11:53:27,925 INFO Train: 19/80 ( 24%) [ 21/621 ( 3%)] Loss: 1.071 (1.16) LR: 1.918e-03 Time cost: 00:05/02:24 [54:19/2:34:18] Acc_iter 11200 Data time: 0.00(0.02) Forward time: 0.23(0.23) Batch time: 0.23(0.25) |
| 2025-05-10 11:53:38,944 INFO Train: 19/80 ( 24%) [ 71/621 ( 11%)] Loss: 1.270 (1.20) LR: 1.928e-03 Time cost: 00:16/02:04 [54:30/2:25:06] Acc_iter 11250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:53:39,168 INFO |
| 2025-05-10 11:53:50,101 INFO Train: 19/80 ( 24%) [ 121/621 ( 19%)] Loss: 1.166 (1.19) LR: 1.939e-03 Time cost: 00:27/01:52 [54:41/2:24:01] Acc_iter 11300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:54:01,118 INFO Train: 19/80 ( 24%) [ 171/621 ( 28%)] Loss: 1.103 (1.18) LR: 1.949e-03 Time cost: 00:38/01:40 [54:52/2:22:56] Acc_iter 11350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:54:12,192 INFO Train: 19/80 ( 24%) [ 221/621 ( 36%)] Loss: 1.164 (1.17) LR: 1.959e-03 Time cost: 00:49/01:29 [55:03/2:22:25] Acc_iter 11400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:54:12,402 INFO |
| 2025-05-10 11:54:23,422 INFO Train: 19/80 ( 24%) [ 271/621 ( 44%)] Loss: 1.390 (1.19) LR: 1.970e-03 Time cost: 01:00/01:18 [55:14/2:22:24] Acc_iter 11450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:54:34,342 INFO Train: 19/80 ( 24%) [ 321/621 ( 52%)] Loss: 1.308 (1.19) LR: 1.980e-03 Time cost: 01:11/01:06 [55:25/2:21:42] Acc_iter 11500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:54:45,366 INFO Train: 19/80 ( 24%) [ 371/621 ( 60%)] Loss: 1.244 (1.19) LR: 1.991e-03 Time cost: 01:22/00:55 [55:36/2:21:20] Acc_iter 11550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:54:45,582 INFO |
| 2025-05-10 11:54:56,561 INFO Train: 19/80 ( 24%) [ 421/621 ( 68%)] Loss: 1.204 (1.19) LR: 2.001e-03 Time cost: 01:33/00:44 [55:47/2:21:16] Acc_iter 11600 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 11:55:07,397 INFO Train: 19/80 ( 24%) [ 471/621 ( 76%)] Loss: 1.100 (1.19) LR: 2.011e-03 Time cost: 01:44/00:33 [55:58/2:20:41] Acc_iter 11650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:55:18,462 INFO Train: 19/80 ( 24%) [ 521/621 ( 84%)] Loss: 1.252 (1.19) LR: 2.021e-03 Time cost: 01:55/00:22 [56:09/2:20:27] Acc_iter 11700 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:55:18,676 INFO |
| 2025-05-10 11:55:29,609 INFO Train: 19/80 ( 24%) [ 571/621 ( 92%)] Loss: 1.047 (1.19) LR: 2.032e-03 Time cost: 02:06/00:11 [56:20/2:20:20] Acc_iter 11750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:55:40,249 INFO Train: 19/80 ( 24%) [ 620/621 (100%)] Loss: 1.260 (1.19) LR: 2.042e-03 Time cost: 02:17/00:00 [56:31/2:19:54] Acc_iter 11799 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:56:18,032 INFO Train: 20/80 ( 25%) [ 0/621 ( 0%)] Loss: 1.133 (1.13) LR: 2.042e-03 Time cost: 00:00/07:50 [57:09/7:58:15] Acc_iter 11800 Data time: 0.45(0.45) Forward time: 0.29(0.29) Batch time: 0.74(0.74) |
| 2025-05-10 11:56:29,028 INFO Train: 20/80 ( 25%) [ 50/621 ( 8%)] Loss: 1.315 (1.20) LR: 2.052e-03 Time cost: 00:11/02:11 [57:20/2:25:19] Acc_iter 11850 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:56:29,197 INFO |
| 2025-05-10 11:56:40,075 INFO Train: 20/80 ( 25%) [ 100/621 ( 16%)] Loss: 1.080 (1.18) LR: 2.062e-03 Time cost: 00:22/01:57 [57:31/2:22:08] Acc_iter 11900 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:56:51,006 INFO Train: 20/80 ( 25%) [ 150/621 ( 24%)] Loss: 1.066 (1.18) LR: 2.072e-03 Time cost: 00:33/01:45 [57:42/2:20:28] Acc_iter 11950 Data time: 0.00(0.01) Forward time: 0.25(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 11:57:01,915 INFO Train: 20/80 ( 25%) [ 200/621 ( 32%)] Loss: 1.162 (1.17) LR: 2.083e-03 Time cost: 00:44/01:33 [57:53/2:19:28] Acc_iter 12000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:57:02,083 INFO |
| 2025-05-10 11:57:13,051 INFO Train: 20/80 ( 25%) [ 250/621 ( 40%)] Loss: 1.189 (1.17) LR: 2.093e-03 Time cost: 00:55/01:22 [58:04/2:19:22] Acc_iter 12050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:57:23,923 INFO Train: 20/80 ( 25%) [ 300/621 ( 48%)] Loss: 1.270 (1.17) LR: 2.103e-03 Time cost: 01:06/01:11 [58:15/2:18:41] Acc_iter 12100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:57:34,731 INFO Train: 20/80 ( 25%) [ 350/621 ( 56%)] Loss: 1.125 (1.17) LR: 2.113e-03 Time cost: 01:17/00:59 [58:25/2:18:02] Acc_iter 12150 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 11:57:34,898 INFO |
| 2025-05-10 11:57:45,808 INFO Train: 20/80 ( 25%) [ 400/621 ( 64%)] Loss: 1.086 (1.17) LR: 2.123e-03 Time cost: 01:28/00:48 [58:37/2:17:55] Acc_iter 12200 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:57:56,639 INFO Train: 20/80 ( 25%) [ 450/621 ( 72%)] Loss: 1.277 (1.17) LR: 2.133e-03 Time cost: 01:39/00:37 [58:47/2:17:26] Acc_iter 12250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 11:58:07,509 INFO Train: 20/80 ( 25%) [ 500/621 ( 81%)] Loss: 1.041 (1.17) LR: 2.143e-03 Time cost: 01:50/00:26 [58:58/2:17:04] Acc_iter 12300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 11:58:07,727 INFO |
| 2025-05-10 11:58:18,674 INFO Train: 20/80 ( 25%) [ 550/621 ( 89%)] Loss: 1.142 (1.17) LR: 2.153e-03 Time cost: 02:01/00:15 [59:09/2:17:05] Acc_iter 12350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:58:29,631 INFO Train: 20/80 ( 25%) [ 600/621 ( 97%)] Loss: 1.461 (1.17) LR: 2.162e-03 Time cost: 02:12/00:04 [59:20/2:16:50] Acc_iter 12400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 11:58:33,839 INFO Train: 20/80 ( 25%) [ 620/621 (100%)] Loss: 1.179 (1.17) LR: 2.166e-03 Time cost: 02:16/00:00 [59:25/2:16:34] Acc_iter 12420 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 11:59:13,159 INFO Train: 21/80 ( 26%) [ 0/621 ( 0%)] Loss: 0.9371 (0.937) LR: 2.167e-03 Time cost: 00:02/23:38 [1:00:04/23:38:10] Acc_iter 12421 Data time: 0.40(0.40) Forward time: 1.05(1.05) Batch time: 1.45(1.45) |
| 2025-05-10 11:59:19,577 INFO Train: 21/80 ( 26%) [ 29/621 ( 5%)] Loss: 1.197 (1.14) LR: 2.172e-03 Time cost: 00:08/02:51 [1:00:10/2:59:58] Acc_iter 12450 Data time: 0.00(0.02) Forward time: 0.21(0.25) Batch time: 0.22(0.26) |
| 2025-05-10 11:59:19,745 INFO |
| 2025-05-10 11:59:30,740 INFO Train: 21/80 ( 26%) [ 79/621 ( 13%)] Loss: 1.338 (1.15) LR: 2.182e-03 Time cost: 00:19/02:14 [1:00:21/2:33:52] Acc_iter 12500 Data time: 0.00(0.01) Forward time: 0.24(0.23) Batch time: 0.24(0.24) |
| 2025-05-10 11:59:41,681 INFO Train: 21/80 ( 26%) [ 129/621 ( 21%)] Loss: 1.126 (1.16) LR: 2.192e-03 Time cost: 00:30/01:56 [1:00:32/2:26:38] Acc_iter 12550 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 11:59:52,556 INFO Train: 21/80 ( 26%) [ 179/621 ( 29%)] Loss: 0.8611 (1.16) LR: 2.202e-03 Time cost: 00:41/01:42 [1:00:43/2:23:06] Acc_iter 12600 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 11:59:52,724 INFO |
| 2025-05-10 12:00:03,756 INFO Train: 21/80 ( 26%) [ 229/621 ( 37%)] Loss: 1.414 (1.17) LR: 2.211e-03 Time cost: 00:52/01:30 [1:00:55/2:21:53] Acc_iter 12650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:00:14,609 INFO Train: 21/80 ( 26%) [ 279/621 ( 45%)] Loss: 1.298 (1.17) LR: 2.221e-03 Time cost: 01:03/01:17 [1:01:05/2:20:17] Acc_iter 12700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:00:25,592 INFO Train: 21/80 ( 26%) [ 329/621 ( 53%)] Loss: 1.237 (1.16) LR: 2.231e-03 Time cost: 01:14/01:06 [1:01:16/2:19:21] Acc_iter 12750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:00:25,761 INFO |
| 2025-05-10 12:00:36,737 INFO Train: 21/80 ( 26%) [ 379/621 ( 61%)] Loss: 1.192 (1.16) LR: 2.240e-03 Time cost: 01:25/00:54 [1:01:27/2:18:53] Acc_iter 12800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:00:47,634 INFO Train: 21/80 ( 26%) [ 429/621 ( 69%)] Loss: 1.062 (1.16) LR: 2.250e-03 Time cost: 01:36/00:43 [1:01:38/2:18:07] Acc_iter 12850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:00:58,665 INFO Train: 21/80 ( 26%) [ 479/621 ( 77%)] Loss: 1.147 (1.16) LR: 2.259e-03 Time cost: 01:47/00:31 [1:01:49/2:17:39] Acc_iter 12900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:00:58,834 INFO |
| 2025-05-10 12:01:10,008 INFO Train: 21/80 ( 26%) [ 529/621 ( 85%)] Loss: 1.236 (1.16) LR: 2.269e-03 Time cost: 01:59/00:20 [1:02:01/2:17:36] Acc_iter 12950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:01:20,893 INFO Train: 21/80 ( 26%) [ 579/621 ( 93%)] Loss: 1.599 (1.16) LR: 2.278e-03 Time cost: 02:10/00:09 [1:02:12/2:17:02] Acc_iter 13000 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:01:29,572 INFO Train: 21/80 ( 26%) [ 620/621 (100%)] Loss: 1.304 (1.17) LR: 2.286e-03 Time cost: 02:18/00:00 [1:02:20/2:16:23] Acc_iter 13041 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:02:08,528 INFO Train: 22/80 ( 28%) [ 0/621 ( 0%)] Loss: 1.030 (1.03) LR: 2.286e-03 Time cost: 00:01/12:53 [1:02:59/12:41:03] Acc_iter 13042 Data time: 0.46(0.46) Forward time: 0.56(0.56) Batch time: 1.02(1.02) |
| 2025-05-10 12:02:10,315 INFO Train: 22/80 ( 28%) [ 8/621 ( 1%)] Loss: 1.110 (1.13) LR: 2.288e-03 Time cost: 00:03/03:26 [1:03:01/3:25:44] Acc_iter 13050 Data time: 0.00(0.05) Forward time: 0.22(0.26) Batch time: 0.22(0.31) |
| 2025-05-10 12:02:10,524 INFO |
| 2025-05-10 12:02:21,474 INFO Train: 22/80 ( 28%) [ 58/621 ( 9%)] Loss: 1.189 (1.12) LR: 2.297e-03 Time cost: 00:14/02:15 [1:03:12/2:26:39] Acc_iter 13100 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.24) |
| 2025-05-10 12:02:32,475 INFO Train: 22/80 ( 28%) [ 108/621 ( 17%)] Loss: 1.022 (1.14) LR: 2.307e-03 Time cost: 00:25/01:58 [1:03:23/2:20:43] Acc_iter 13150 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:02:43,529 INFO Train: 22/80 ( 28%) [ 158/621 ( 25%)] Loss: 1.017 (1.14) LR: 2.316e-03 Time cost: 00:36/01:45 [1:03:34/2:18:36] Acc_iter 13200 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:02:43,698 INFO |
| 2025-05-10 12:02:54,812 INFO Train: 22/80 ( 28%) [ 208/621 ( 33%)] Loss: 1.194 (1.14) LR: 2.325e-03 Time cost: 00:47/01:33 [1:03:46/2:18:05] Acc_iter 13250 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:03:05,763 INFO Train: 22/80 ( 28%) [ 258/621 ( 42%)] Loss: 1.077 (1.14) LR: 2.334e-03 Time cost: 00:58/01:21 [1:03:57/2:16:54] Acc_iter 13300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:03:16,907 INFO Train: 22/80 ( 28%) [ 308/621 ( 50%)] Loss: 1.120 (1.14) LR: 2.344e-03 Time cost: 01:09/01:10 [1:04:08/2:16:26] Acc_iter 13350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:03:17,077 INFO |
| 2025-05-10 12:03:28,093 INFO Train: 22/80 ( 28%) [ 358/621 ( 58%)] Loss: 1.273 (1.14) LR: 2.353e-03 Time cost: 01:20/00:59 [1:04:19/2:16:06] Acc_iter 13400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:03:39,035 INFO Train: 22/80 ( 28%) [ 408/621 ( 66%)] Loss: 1.182 (1.13) LR: 2.362e-03 Time cost: 01:31/00:47 [1:04:30/2:15:27] Acc_iter 13450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:03:49,995 INFO Train: 22/80 ( 28%) [ 458/621 ( 74%)] Loss: 1.437 (1.14) LR: 2.371e-03 Time cost: 01:42/00:36 [1:04:41/2:14:56] Acc_iter 13500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:03:50,164 INFO |
| 2025-05-10 12:04:01,026 INFO Train: 22/80 ( 28%) [ 508/621 ( 82%)] Loss: 1.002 (1.14) LR: 2.380e-03 Time cost: 01:53/00:25 [1:04:52/2:14:34] Acc_iter 13550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:04:11,910 INFO Train: 22/80 ( 28%) [ 558/621 ( 90%)] Loss: 1.122 (1.14) LR: 2.389e-03 Time cost: 02:04/00:14 [1:05:03/2:14:04] Acc_iter 13600 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:04:22,805 INFO Train: 22/80 ( 28%) [ 608/621 ( 98%)] Loss: 1.143 (1.14) LR: 2.398e-03 Time cost: 02:15/00:02 [1:05:14/2:13:38] Acc_iter 13650 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:04:22,976 INFO |
| 2025-05-10 12:04:25,458 INFO Train: 22/80 ( 28%) [ 620/621 (100%)] Loss: 1.022 (1.14) LR: 2.400e-03 Time cost: 02:18/00:00 [1:05:16/2:13:34] Acc_iter 13662 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 12:05:04,622 INFO Train: 23/80 ( 29%) [ 0/621 ( 0%)] Loss: 1.007 (1.01) LR: 2.400e-03 Time cost: 00:02/25:33 [1:05:55/24:42:02] Acc_iter 13663 Data time: 0.42(0.42) Forward time: 1.18(1.18) Batch time: 1.60(1.60) |
| 2025-05-10 12:05:12,854 INFO Train: 23/80 ( 29%) [ 37/621 ( 6%)] Loss: 1.266 (1.18) LR: 2.407e-03 Time cost: 00:10/02:44 [1:06:04/2:48:52] Acc_iter 13700 Data time: 0.00(0.01) Forward time: 0.22(0.25) Batch time: 0.23(0.26) |
| 2025-05-10 12:05:23,948 INFO Train: 23/80 ( 29%) [ 87/621 ( 14%)] Loss: 1.069 (1.13) LR: 2.415e-03 Time cost: 00:21/02:12 [1:06:15/2:28:19] Acc_iter 13750 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 12:05:34,880 INFO Train: 23/80 ( 29%) [ 137/621 ( 22%)] Loss: 1.278 (1.13) LR: 2.424e-03 Time cost: 00:32/01:54 [1:06:26/2:21:49] Acc_iter 13800 Data time: 0.00(0.01) Forward time: 0.20(0.23) Batch time: 0.20(0.23) |
| 2025-05-10 12:05:35,093 INFO |
| 2025-05-10 12:05:45,998 INFO Train: 23/80 ( 29%) [ 187/621 ( 30%)] Loss: 1.078 (1.13) LR: 2.433e-03 Time cost: 00:43/01:41 [1:06:37/2:19:16] Acc_iter 13850 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:05:57,043 INFO Train: 23/80 ( 29%) [ 237/621 ( 38%)] Loss: 1.085 (1.14) LR: 2.442e-03 Time cost: 00:54/01:28 [1:06:48/2:17:32] Acc_iter 13900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:06:07,906 INFO Train: 23/80 ( 29%) [ 287/621 ( 46%)] Loss: 1.078 (1.13) LR: 2.450e-03 Time cost: 01:05/01:16 [1:06:59/2:15:57] Acc_iter 13950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:06:08,079 INFO |
| 2025-05-10 12:06:19,031 INFO Train: 23/80 ( 29%) [ 337/621 ( 54%)] Loss: 1.167 (1.13) LR: 2.459e-03 Time cost: 01:16/01:04 [1:07:10/2:15:15] Acc_iter 14000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:06:29,939 INFO Train: 23/80 ( 29%) [ 387/621 ( 62%)] Loss: 1.158 (1.14) LR: 2.467e-03 Time cost: 01:27/00:52 [1:07:21/2:14:21] Acc_iter 14050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:06:40,874 INFO Train: 23/80 ( 29%) [ 437/621 ( 70%)] Loss: 1.144 (1.14) LR: 2.476e-03 Time cost: 01:38/00:41 [1:07:32/2:13:39] Acc_iter 14100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:06:41,044 INFO |
| 2025-05-10 12:06:52,109 INFO Train: 23/80 ( 29%) [ 487/621 ( 78%)] Loss: 0.9907 (1.14) LR: 2.484e-03 Time cost: 01:49/00:30 [1:07:43/2:13:25] Acc_iter 14150 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:07:03,003 INFO Train: 23/80 ( 29%) [ 537/621 ( 86%)] Loss: 1.357 (1.13) LR: 2.492e-03 Time cost: 02:00/00:18 [1:07:54/2:12:50] Acc_iter 14200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:07:14,015 INFO Train: 23/80 ( 29%) [ 587/621 ( 95%)] Loss: 1.134 (1.14) LR: 2.501e-03 Time cost: 02:11/00:07 [1:08:05/2:12:25] Acc_iter 14250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:07:14,184 INFO |
| 2025-05-10 12:07:21,252 INFO Train: 23/80 ( 29%) [ 620/621 (100%)] Loss: 0.7357 (1.13) LR: 2.506e-03 Time cost: 02:19/00:00 [1:08:12/2:12:08] Acc_iter 14283 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 12:07:59,565 INFO Train: 24/80 ( 30%) [ 0/621 ( 0%)] Loss: 1.119 (1.12) LR: 2.506e-03 Time cost: 00:00/07:13 [1:08:50/6:52:08] Acc_iter 14284 Data time: 0.43(0.43) Forward time: 0.43(0.43) Batch time: 0.86(0.86) |
| 2025-05-10 12:08:03,188 INFO Train: 24/80 ( 30%) [ 16/621 ( 3%)] Loss: 1.292 (1.16) LR: 2.509e-03 Time cost: 00:04/02:33 [1:08:54/2:29:55] Acc_iter 14300 Data time: 0.00(0.03) Forward time: 0.25(0.24) Batch time: 0.25(0.26) |
| 2025-05-10 12:08:14,065 INFO Train: 24/80 ( 30%) [ 66/621 ( 11%)] Loss: 1.223 (1.13) LR: 2.517e-03 Time cost: 00:15/02:05 [1:09:05/2:13:35] Acc_iter 14350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:08:25,139 INFO Train: 24/80 ( 30%) [ 116/621 ( 19%)] Loss: 1.258 (1.12) LR: 2.525e-03 Time cost: 00:26/01:53 [1:09:16/2:12:02] Acc_iter 14400 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:08:25,354 INFO |
| 2025-05-10 12:08:36,411 INFO Train: 24/80 ( 30%) [ 166/621 ( 27%)] Loss: 1.112 (1.12) LR: 2.534e-03 Time cost: 00:37/01:42 [1:09:27/2:12:00] Acc_iter 14450 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:08:47,336 INFO Train: 24/80 ( 30%) [ 216/621 ( 35%)] Loss: 0.9679 (1.12) LR: 2.542e-03 Time cost: 00:48/01:30 [1:09:38/2:10:58] Acc_iter 14500 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:08:58,290 INFO Train: 24/80 ( 30%) [ 266/621 ( 43%)] Loss: 1.013 (1.12) LR: 2.550e-03 Time cost: 00:59/01:19 [1:09:49/2:10:18] Acc_iter 14550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:08:58,509 INFO |
| 2025-05-10 12:09:09,467 INFO Train: 24/80 ( 30%) [ 316/621 ( 51%)] Loss: 1.091 (1.12) LR: 2.557e-03 Time cost: 01:10/01:07 [1:10:00/2:10:13] Acc_iter 14600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:09:20,444 INFO Train: 24/80 ( 30%) [ 366/621 ( 59%)] Loss: 1.140 (1.12) LR: 2.565e-03 Time cost: 01:21/00:56 [1:10:11/2:09:46] Acc_iter 14650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:09:31,425 INFO Train: 24/80 ( 30%) [ 416/621 ( 67%)] Loss: 1.162 (1.12) LR: 2.573e-03 Time cost: 01:32/00:45 [1:10:22/2:09:24] Acc_iter 14700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:09:31,600 INFO |
| 2025-05-10 12:09:42,617 INFO Train: 24/80 ( 30%) [ 466/621 ( 75%)] Loss: 1.072 (1.12) LR: 2.581e-03 Time cost: 01:43/00:34 [1:10:33/2:09:20] Acc_iter 14750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:09:53,594 INFO Train: 24/80 ( 30%) [ 516/621 ( 83%)] Loss: 0.9574 (1.12) LR: 2.589e-03 Time cost: 01:54/00:23 [1:10:44/2:09:00] Acc_iter 14800 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:10:04,610 INFO Train: 24/80 ( 30%) [ 566/621 ( 91%)] Loss: 1.214 (1.12) LR: 2.596e-03 Time cost: 02:05/00:12 [1:10:55/2:08:44] Acc_iter 14850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:10:04,779 INFO |
| 2025-05-10 12:10:15,829 INFO Train: 24/80 ( 30%) [ 616/621 ( 99%)] Loss: 1.037 (1.12) LR: 2.604e-03 Time cost: 02:16/00:01 [1:11:07/2:08:40] Acc_iter 14900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:10:16,569 INFO Train: 24/80 ( 30%) [ 620/621 (100%)] Loss: 1.331 (1.12) LR: 2.604e-03 Time cost: 02:17/00:00 [1:11:07/2:08:31] Acc_iter 14904 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 12:10:56,268 INFO Train: 25/80 ( 31%) [ 0/621 ( 0%)] Loss: 1.112 (1.11) LR: 2.605e-03 Time cost: 00:01/16:25 [1:11:47/15:19:55] Acc_iter 14905 Data time: 0.40(0.40) Forward time: 0.73(0.73) Batch time: 1.13(1.13) |
| 2025-05-10 12:11:05,978 INFO Train: 25/80 ( 31%) [ 45/621 ( 7%)] Loss: 1.239 (1.12) LR: 2.611e-03 Time cost: 00:11/02:21 [1:11:57/2:22:09] Acc_iter 14950 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.24) |
| 2025-05-10 12:11:16,917 INFO Train: 25/80 ( 31%) [ 95/621 ( 15%)] Loss: 0.9040 (1.11) LR: 2.619e-03 Time cost: 00:22/02:01 [1:12:08/2:13:52] Acc_iter 15000 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:11:17,092 INFO |
| 2025-05-10 12:11:28,110 INFO Train: 25/80 ( 31%) [ 145/621 ( 23%)] Loss: 1.082 (1.11) LR: 2.626e-03 Time cost: 00:33/01:48 [1:12:19/2:12:09] Acc_iter 15050 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:11:39,004 INFO Train: 25/80 ( 31%) [ 195/621 ( 31%)] Loss: 1.031 (1.11) LR: 2.634e-03 Time cost: 00:44/01:36 [1:12:30/2:10:20] Acc_iter 15100 Data time: 0.00(0.00) Forward time: 0.25(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 12:11:50,023 INFO Train: 25/80 ( 31%) [ 245/621 ( 39%)] Loss: 1.207 (1.11) LR: 2.641e-03 Time cost: 00:55/01:24 [1:12:41/2:09:28] Acc_iter 15150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:11:50,194 INFO |
| 2025-05-10 12:12:01,152 INFO Train: 25/80 ( 31%) [ 295/621 ( 48%)] Loss: 1.403 (1.12) LR: 2.648e-03 Time cost: 01:06/01:13 [1:12:52/2:09:03] Acc_iter 15200 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:12:12,269 INFO Train: 25/80 ( 31%) [ 345/621 ( 56%)] Loss: 1.097 (1.12) LR: 2.655e-03 Time cost: 01:17/01:01 [1:13:03/2:08:40] Acc_iter 15250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:12:23,091 INFO Train: 25/80 ( 31%) [ 395/621 ( 64%)] Loss: 1.101 (1.12) LR: 2.662e-03 Time cost: 01:28/00:50 [1:13:14/2:07:55] Acc_iter 15300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:12:23,261 INFO |
| 2025-05-10 12:12:34,257 INFO Train: 25/80 ( 31%) [ 445/621 ( 72%)] Loss: 1.079 (1.12) LR: 2.669e-03 Time cost: 01:39/00:39 [1:13:25/2:07:44] Acc_iter 15350 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:12:45,205 INFO Train: 25/80 ( 31%) [ 495/621 ( 80%)] Loss: 1.198 (1.11) LR: 2.676e-03 Time cost: 01:50/00:28 [1:13:36/2:07:18] Acc_iter 15400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:12:56,103 INFO Train: 25/80 ( 31%) [ 545/621 ( 88%)] Loss: 1.054 (1.12) LR: 2.683e-03 Time cost: 02:01/00:16 [1:13:47/2:06:52] Acc_iter 15450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:12:56,273 INFO |
| 2025-05-10 12:13:07,099 INFO Train: 25/80 ( 31%) [ 595/621 ( 96%)] Loss: 1.184 (1.12) LR: 2.690e-03 Time cost: 02:12/00:05 [1:13:58/2:06:34] Acc_iter 15500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:13:12,462 INFO Train: 25/80 ( 31%) [ 620/621 (100%)] Loss: 1.280 (1.12) LR: 2.693e-03 Time cost: 02:17/00:00 [1:14:03/2:06:18] Acc_iter 15525 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:13:52,531 INFO Train: 26/80 ( 32%) [ 0/621 ( 0%)] Loss: 1.367 (1.37) LR: 2.694e-03 Time cost: 00:03/31:44 [1:14:43/29:05:55] Acc_iter 15526 Data time: 0.45(0.45) Forward time: 1.44(1.44) Batch time: 1.89(1.89) |
| 2025-05-10 12:13:57,826 INFO Train: 26/80 ( 32%) [ 24/621 ( 4%)] Loss: 1.111 (1.13) LR: 2.697e-03 Time cost: 00:08/03:19 [1:14:49/3:10:16] Acc_iter 15550 Data time: 0.00(0.02) Forward time: 0.23(0.27) Batch time: 0.23(0.29) |
| 2025-05-10 12:14:08,808 INFO Train: 26/80 ( 32%) [ 74/621 ( 12%)] Loss: 1.190 (1.10) LR: 2.704e-03 Time cost: 00:19/02:21 [1:15:00/2:26:30] Acc_iter 15600 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 12:14:08,977 INFO |
| 2025-05-10 12:14:19,841 INFO Train: 26/80 ( 32%) [ 124/621 ( 20%)] Loss: 0.9981 (1.10) LR: 2.710e-03 Time cost: 00:30/02:00 [1:15:11/2:17:50] Acc_iter 15650 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.23) |
| 2025-05-10 12:14:30,806 INFO Train: 26/80 ( 32%) [ 174/621 ( 28%)] Loss: 1.003 (1.11) LR: 2.717e-03 Time cost: 00:41/01:45 [1:15:22/2:13:47] Acc_iter 15700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:14:41,699 INFO Train: 26/80 ( 32%) [ 224/621 ( 36%)] Loss: 1.021 (1.11) LR: 2.723e-03 Time cost: 00:52/01:32 [1:15:32/2:11:17] Acc_iter 15750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:14:41,866 INFO |
| 2025-05-10 12:14:52,830 INFO Train: 26/80 ( 32%) [ 274/621 ( 44%)] Loss: 1.087 (1.11) LR: 2.730e-03 Time cost: 01:03/01:19 [1:15:44/2:10:06] Acc_iter 15800 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:15:03,899 INFO Train: 26/80 ( 32%) [ 324/621 ( 52%)] Loss: 1.073 (1.11) LR: 2.736e-03 Time cost: 01:14/01:08 [1:15:55/2:09:08] Acc_iter 15850 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:15:14,773 INFO Train: 26/80 ( 32%) [ 374/621 ( 60%)] Loss: 1.081 (1.11) LR: 2.742e-03 Time cost: 01:25/00:56 [1:16:06/2:08:04] Acc_iter 15900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:15:14,938 INFO |
| 2025-05-10 12:15:25,919 INFO Train: 26/80 ( 32%) [ 424/621 ( 68%)] Loss: 1.154 (1.11) LR: 2.749e-03 Time cost: 01:36/00:44 [1:16:17/2:07:35] Acc_iter 15950 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:15:36,978 INFO Train: 26/80 ( 32%) [ 474/621 ( 76%)] Loss: 1.146 (1.11) LR: 2.755e-03 Time cost: 01:47/00:33 [1:16:28/2:07:03] Acc_iter 16000 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:15:47,885 INFO Train: 26/80 ( 32%) [ 524/621 ( 84%)] Loss: 1.255 (1.11) LR: 2.761e-03 Time cost: 01:58/00:21 [1:16:39/2:06:25] Acc_iter 16050 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:15:48,052 INFO |
| 2025-05-10 12:15:59,158 INFO Train: 26/80 ( 32%) [ 574/621 ( 92%)] Loss: 1.021 (1.11) LR: 2.767e-03 Time cost: 02:09/00:10 [1:16:50/2:06:14] Acc_iter 16100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:16:09,090 INFO Train: 26/80 ( 32%) [ 620/621 (100%)] Loss: 1.066 (1.11) LR: 2.772e-03 Time cost: 02:19/00:00 [1:17:00/2:05:40] Acc_iter 16146 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:16:47,230 INFO Train: 27/80 ( 34%) [ 0/621 ( 0%)] Loss: 1.173 (1.17) LR: 2.772e-03 Time cost: 00:00/07:14 [1:17:38/6:30:39] Acc_iter 16147 Data time: 0.44(0.44) Forward time: 0.30(0.30) Batch time: 0.74(0.74) |
| 2025-05-10 12:16:47,861 INFO Train: 27/80 ( 34%) [ 3/621 ( 0%)] Loss: 1.128 (1.06) LR: 2.773e-03 Time cost: 00:01/03:25 [1:17:39/3:05:44] Acc_iter 16150 Data time: 0.00(0.11) Forward time: 0.22(0.23) Batch time: 0.22(0.34) |
| 2025-05-10 12:16:58,933 INFO Train: 27/80 ( 34%) [ 53/621 ( 9%)] Loss: 0.9421 (1.06) LR: 2.779e-03 Time cost: 00:12/02:10 [1:17:50/2:08:09] Acc_iter 16200 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:16:59,099 INFO |
| 2025-05-10 12:17:09,902 INFO Train: 27/80 ( 34%) [ 103/621 ( 17%)] Loss: 1.116 (1.06) LR: 2.785e-03 Time cost: 00:23/01:56 [1:18:01/2:05:12] Acc_iter 16250 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:17:20,919 INFO Train: 27/80 ( 34%) [ 153/621 ( 25%)] Loss: 1.243 (1.07) LR: 2.790e-03 Time cost: 00:34/01:44 [1:18:12/2:04:13] Acc_iter 16300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:17:32,016 INFO Train: 27/80 ( 34%) [ 203/621 ( 33%)] Loss: 0.9759 (1.08) LR: 2.796e-03 Time cost: 00:45/01:33 [1:18:23/2:03:51] Acc_iter 16350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:17:32,227 INFO |
| 2025-05-10 12:17:43,239 INFO Train: 27/80 ( 34%) [ 253/621 ( 41%)] Loss: 1.408 (1.09) LR: 2.802e-03 Time cost: 00:56/01:22 [1:18:34/2:03:50] Acc_iter 16400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:17:54,170 INFO Train: 27/80 ( 34%) [ 303/621 ( 49%)] Loss: 1.059 (1.09) LR: 2.807e-03 Time cost: 01:07/01:10 [1:18:45/2:03:13] Acc_iter 16450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:18:04,944 INFO Train: 27/80 ( 34%) [ 353/621 ( 57%)] Loss: 0.9940 (1.09) LR: 2.813e-03 Time cost: 01:18/00:59 [1:18:56/2:02:29] Acc_iter 16500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:18:05,195 INFO |
| 2025-05-10 12:18:16,316 INFO Train: 27/80 ( 34%) [ 403/621 ( 65%)] Loss: 1.202 (1.09) LR: 2.818e-03 Time cost: 01:29/00:48 [1:19:07/2:02:43] Acc_iter 16550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:18:27,242 INFO Train: 27/80 ( 34%) [ 453/621 ( 73%)] Loss: 1.206 (1.10) LR: 2.823e-03 Time cost: 01:40/00:37 [1:19:18/2:02:18] Acc_iter 16600 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:18:38,350 INFO Train: 27/80 ( 34%) [ 503/621 ( 81%)] Loss: 1.228 (1.10) LR: 2.829e-03 Time cost: 01:51/00:26 [1:19:29/2:02:08] Acc_iter 16650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:18:38,574 INFO |
| 2025-05-10 12:18:49,561 INFO Train: 27/80 ( 34%) [ 553/621 ( 89%)] Loss: 0.9829 (1.10) LR: 2.834e-03 Time cost: 02:03/00:15 [1:19:40/2:02:04] Acc_iter 16700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:19:00,530 INFO Train: 27/80 ( 34%) [ 603/621 ( 97%)] Loss: 1.097 (1.09) LR: 2.839e-03 Time cost: 02:13/00:03 [1:19:51/2:01:45] Acc_iter 16750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:19:04,043 INFO Train: 27/80 ( 34%) [ 620/621 (100%)] Loss: 1.037 (1.10) LR: 2.840e-03 Time cost: 02:17/00:00 [1:19:55/2:01:28] Acc_iter 16767 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 12:19:42,417 INFO Train: 28/80 ( 35%) [ 0/621 ( 0%)] Loss: 1.268 (1.27) LR: 2.841e-03 Time cost: 00:00/07:49 [1:20:33/6:54:43] Acc_iter 16768 Data time: 0.45(0.45) Forward time: 0.65(0.65) Batch time: 1.11(1.11) |
| 2025-05-10 12:19:49,328 INFO Train: 28/80 ( 35%) [ 32/621 ( 5%)] Loss: 1.024 (1.10) LR: 2.844e-03 Time cost: 00:07/02:16 [1:20:40/2:07:19] Acc_iter 16800 Data time: 0.00(0.02) Forward time: 0.23(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 12:19:49,543 INFO |
| 2025-05-10 12:20:00,601 INFO Train: 28/80 ( 35%) [ 82/621 ( 13%)] Loss: 1.083 (1.08) LR: 2.849e-03 Time cost: 00:18/02:02 [1:20:51/2:04:51] Acc_iter 16850 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:20:11,774 INFO Train: 28/80 ( 35%) [ 132/621 ( 21%)] Loss: 0.9485 (1.07) LR: 2.854e-03 Time cost: 00:30/01:50 [1:21:03/2:03:42] Acc_iter 16900 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:20:22,721 INFO Train: 28/80 ( 35%) [ 182/621 ( 29%)] Loss: 1.159 (1.07) LR: 2.858e-03 Time cost: 00:41/01:38 [1:21:13/2:02:23] Acc_iter 16950 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 12:20:22,913 INFO |
| 2025-05-10 12:20:33,940 INFO Train: 28/80 ( 35%) [ 232/621 ( 37%)] Loss: 1.057 (1.08) LR: 2.863e-03 Time cost: 00:52/01:27 [1:21:25/2:02:12] Acc_iter 17000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:20:44,863 INFO Train: 28/80 ( 35%) [ 282/621 ( 45%)] Loss: 1.220 (1.07) LR: 2.868e-03 Time cost: 01:03/01:15 [1:21:36/2:01:27] Acc_iter 17050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:20:55,849 INFO Train: 28/80 ( 35%) [ 332/621 ( 53%)] Loss: 0.9803 (1.07) LR: 2.872e-03 Time cost: 01:14/01:04 [1:21:47/2:00:58] Acc_iter 17100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:20:56,077 INFO |
| 2025-05-10 12:21:07,113 INFO Train: 28/80 ( 35%) [ 382/621 ( 62%)] Loss: 1.459 (1.08) LR: 2.877e-03 Time cost: 01:25/00:53 [1:21:58/2:00:58] Acc_iter 17150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:21:18,117 INFO Train: 28/80 ( 35%) [ 432/621 ( 70%)] Loss: 1.051 (1.08) LR: 2.881e-03 Time cost: 01:36/00:42 [1:22:09/2:00:35] Acc_iter 17200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:21:29,114 INFO Train: 28/80 ( 35%) [ 482/621 ( 78%)] Loss: 1.149 (1.07) LR: 2.886e-03 Time cost: 01:47/00:30 [1:22:20/2:00:14] Acc_iter 17250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:21:29,292 INFO |
| 2025-05-10 12:21:40,186 INFO Train: 28/80 ( 35%) [ 532/621 ( 86%)] Loss: 1.101 (1.08) LR: 2.890e-03 Time cost: 01:58/00:19 [1:22:31/2:00:00] Acc_iter 17300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:21:51,296 INFO Train: 28/80 ( 35%) [ 582/621 ( 94%)] Loss: 1.035 (1.08) LR: 2.894e-03 Time cost: 02:09/00:08 [1:22:42/1:59:49] Acc_iter 17350 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:21:59,528 INFO Train: 28/80 ( 35%) [ 620/621 (100%)] Loss: 0.7955 (1.08) LR: 2.897e-03 Time cost: 02:17/00:00 [1:22:50/1:59:29] Acc_iter 17388 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:22:38,896 INFO Train: 29/80 ( 36%) [ 0/621 ( 0%)] Loss: 1.119 (1.12) LR: 2.897e-03 Time cost: 00:00/06:50 [1:23:30/5:56:02] Acc_iter 17389 Data time: 0.44(0.44) Forward time: 0.65(0.65) Batch time: 1.09(1.09) |
| 2025-05-10 12:22:41,288 INFO Train: 29/80 ( 36%) [ 11/621 ( 2%)] Loss: 1.066 (1.12) LR: 2.898e-03 Time cost: 00:03/02:35 [1:23:32/2:16:55] Acc_iter 17400 Data time: 0.00(0.04) Forward time: 0.21(0.25) Batch time: 0.22(0.29) |
| 2025-05-10 12:22:41,500 INFO |
| 2025-05-10 12:22:52,432 INFO Train: 29/80 ( 36%) [ 61/621 ( 10%)] Loss: 1.189 (1.07) LR: 2.902e-03 Time cost: 00:14/02:08 [1:23:43/2:03:00] Acc_iter 17450 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.24) |
| 2025-05-10 12:23:03,285 INFO Train: 29/80 ( 36%) [ 111/621 ( 18%)] Loss: 1.066 (1.07) LR: 2.906e-03 Time cost: 00:25/01:54 [1:23:54/1:59:57] Acc_iter 17500 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:23:14,176 INFO Train: 29/80 ( 36%) [ 161/621 ( 26%)] Loss: 0.9103 (1.06) LR: 2.910e-03 Time cost: 00:35/01:42 [1:24:05/1:58:48] Acc_iter 17550 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:23:14,351 INFO |
| 2025-05-10 12:23:25,149 INFO Train: 29/80 ( 36%) [ 211/621 ( 34%)] Loss: 0.8341 (1.05) LR: 2.914e-03 Time cost: 00:46/01:30 [1:24:16/1:58:19] Acc_iter 17600 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:23:36,090 INFO Train: 29/80 ( 36%) [ 261/621 ( 42%)] Loss: 1.206 (1.05) LR: 2.917e-03 Time cost: 00:57/01:19 [1:24:27/1:57:53] Acc_iter 17650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:23:47,247 INFO Train: 29/80 ( 36%) [ 311/621 ( 50%)] Loss: 1.143 (1.06) LR: 2.921e-03 Time cost: 01:09/01:08 [1:24:38/1:57:53] Acc_iter 17700 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:23:47,419 INFO |
| 2025-05-10 12:23:58,301 INFO Train: 29/80 ( 36%) [ 361/621 ( 58%)] Loss: 0.9428 (1.06) LR: 2.925e-03 Time cost: 01:20/00:57 [1:24:49/1:57:42] Acc_iter 17750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:24:09,476 INFO Train: 29/80 ( 36%) [ 411/621 ( 66%)] Loss: 1.065 (1.06) LR: 2.928e-03 Time cost: 01:31/00:46 [1:25:00/1:57:40] Acc_iter 17800 Data time: 0.01(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:24:20,639 INFO Train: 29/80 ( 36%) [ 461/621 ( 74%)] Loss: 1.046 (1.06) LR: 2.932e-03 Time cost: 01:42/00:35 [1:25:11/1:57:35] Acc_iter 17850 Data time: 0.00(0.00) Forward time: 0.18(0.22) Batch time: 0.18(0.22) |
| 2025-05-10 12:24:20,813 INFO |
| 2025-05-10 12:24:31,903 INFO Train: 29/80 ( 36%) [ 511/621 ( 82%)] Loss: 1.153 (1.06) LR: 2.935e-03 Time cost: 01:53/00:24 [1:25:23/1:57:35] Acc_iter 17900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:24:42,927 INFO Train: 29/80 ( 36%) [ 561/621 ( 90%)] Loss: 1.299 (1.06) LR: 2.938e-03 Time cost: 02:04/00:13 [1:25:34/1:57:20] Acc_iter 17950 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:24:53,808 INFO Train: 29/80 ( 36%) [ 611/621 ( 98%)] Loss: 0.9952 (1.06) LR: 2.941e-03 Time cost: 02:15/00:02 [1:25:45/1:56:58] Acc_iter 18000 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:24:53,982 INFO |
| 2025-05-10 12:24:55,843 INFO Train: 29/80 ( 36%) [ 620/621 (100%)] Loss: 0.7776 (1.06) LR: 2.942e-03 Time cost: 02:17/00:00 [1:25:47/1:56:58] Acc_iter 18009 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:25:33,807 INFO Train: 30/80 ( 38%) [ 0/621 ( 0%)] Loss: 0.8522 (0.852) LR: 2.942e-03 Time cost: 00:00/07:01 [1:26:25/5:58:01] Acc_iter 18010 Data time: 0.41(0.41) Forward time: 0.30(0.30) Batch time: 0.71(0.71) |
| 2025-05-10 12:25:42,520 INFO Train: 30/80 ( 38%) [ 40/621 ( 6%)] Loss: 0.8581 (1.02) LR: 2.944e-03 Time cost: 00:09/02:13 [1:26:33/2:00:45] Acc_iter 18050 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:25:53,447 INFO Train: 30/80 ( 38%) [ 90/621 ( 14%)] Loss: 1.250 (1.03) LR: 2.947e-03 Time cost: 00:20/01:58 [1:26:44/1:57:31] Acc_iter 18100 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:26:04,483 INFO Train: 30/80 ( 38%) [ 140/621 ( 23%)] Loss: 1.062 (1.04) LR: 2.950e-03 Time cost: 00:31/01:46 [1:26:55/1:56:51] Acc_iter 18150 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:26:04,702 INFO |
| 2025-05-10 12:26:15,803 INFO Train: 30/80 ( 38%) [ 190/621 ( 31%)] Loss: 1.168 (1.04) LR: 2.953e-03 Time cost: 00:42/01:36 [1:27:07/1:57:13] Acc_iter 18200 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:26:26,784 INFO Train: 30/80 ( 38%) [ 240/621 ( 39%)] Loss: 1.045 (1.04) LR: 2.956e-03 Time cost: 00:53/01:24 [1:27:18/1:56:37] Acc_iter 18250 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:26:37,673 INFO Train: 30/80 ( 38%) [ 290/621 ( 47%)] Loss: 1.053 (1.04) LR: 2.958e-03 Time cost: 01:04/01:13 [1:27:28/1:56:00] Acc_iter 18300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:26:37,901 INFO |
| 2025-05-10 12:26:49,054 INFO Train: 30/80 ( 38%) [ 340/621 ( 55%)] Loss: 1.124 (1.05) LR: 2.961e-03 Time cost: 01:15/01:02 [1:27:40/1:56:15] Acc_iter 18350 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:27:00,152 INFO Train: 30/80 ( 38%) [ 390/621 ( 63%)] Loss: 1.122 (1.05) LR: 2.964e-03 Time cost: 01:27/00:51 [1:27:51/1:56:02] Acc_iter 18400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:27:11,310 INFO Train: 30/80 ( 38%) [ 440/621 ( 71%)] Loss: 1.077 (1.05) LR: 2.966e-03 Time cost: 01:38/00:40 [1:28:02/1:55:53] Acc_iter 18450 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:27:11,530 INFO |
| 2025-05-10 12:27:22,436 INFO Train: 30/80 ( 38%) [ 490/621 ( 79%)] Loss: 1.418 (1.06) LR: 2.968e-03 Time cost: 01:49/00:29 [1:28:13/1:55:41] Acc_iter 18500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:27:33,591 INFO Train: 30/80 ( 38%) [ 540/621 ( 87%)] Loss: 1.234 (1.06) LR: 2.971e-03 Time cost: 02:00/00:18 [1:28:24/1:55:31] Acc_iter 18550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:27:44,828 INFO Train: 30/80 ( 38%) [ 590/621 ( 95%)] Loss: 1.161 (1.06) LR: 2.973e-03 Time cost: 02:11/00:06 [1:28:36/1:55:26] Acc_iter 18600 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:27:45,047 INFO |
| 2025-05-10 12:27:51,661 INFO Train: 30/80 ( 38%) [ 620/621 (100%)] Loss: 0.9298 (1.06) LR: 2.974e-03 Time cost: 02:18/00:00 [1:28:42/1:55:26] Acc_iter 18630 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:28:31,196 INFO Train: 31/80 ( 39%) [ 0/621 ( 0%)] Loss: 0.9967 (0.997) LR: 2.974e-03 Time cost: 00:00/07:37 [1:29:22/6:21:23] Acc_iter 18631 Data time: 0.42(0.42) Forward time: 0.42(0.42) Batch time: 0.83(0.83) |
| 2025-05-10 12:28:35,492 INFO Train: 31/80 ( 39%) [ 19/621 ( 3%)] Loss: 1.039 (1.08) LR: 2.975e-03 Time cost: 00:05/02:31 [1:29:26/2:10:09] Acc_iter 18650 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.26) |
| 2025-05-10 12:28:46,492 INFO Train: 31/80 ( 39%) [ 69/621 ( 11%)] Loss: 0.8784 (1.06) LR: 2.977e-03 Time cost: 00:16/02:06 [1:29:37/1:58:16] Acc_iter 18700 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 12:28:57,473 INFO Train: 31/80 ( 39%) [ 119/621 ( 19%)] Loss: 0.9202 (1.05) LR: 2.979e-03 Time cost: 00:27/01:53 [1:29:48/1:56:02] Acc_iter 18750 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:28:57,692 INFO |
| 2025-05-10 12:29:08,696 INFO Train: 31/80 ( 39%) [ 169/621 ( 27%)] Loss: 1.104 (1.06) LR: 2.981e-03 Time cost: 00:38/01:41 [1:29:59/1:55:45] Acc_iter 18800 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:29:19,734 INFO Train: 31/80 ( 39%) [ 219/621 ( 35%)] Loss: 1.027 (1.05) LR: 2.982e-03 Time cost: 00:49/01:30 [1:30:10/1:55:05] Acc_iter 18850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:29:30,760 INFO Train: 31/80 ( 39%) [ 269/621 ( 43%)] Loss: 1.155 (1.05) LR: 2.984e-03 Time cost: 01:00/01:18 [1:30:22/1:54:34] Acc_iter 18900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:29:30,977 INFO |
| 2025-05-10 12:29:41,965 INFO Train: 31/80 ( 39%) [ 319/621 ( 51%)] Loss: 1.182 (1.07) LR: 2.986e-03 Time cost: 01:11/01:07 [1:30:33/1:54:26] Acc_iter 18950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:29:52,786 INFO Train: 31/80 ( 39%) [ 369/621 ( 59%)] Loss: 0.9651 (1.07) LR: 2.987e-03 Time cost: 01:22/00:56 [1:30:44/1:53:46] Acc_iter 19000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:30:03,614 INFO Train: 31/80 ( 39%) [ 419/621 ( 67%)] Loss: 0.9986 (1.06) LR: 2.989e-03 Time cost: 01:33/00:44 [1:30:54/1:53:13] Acc_iter 19050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:30:03,832 INFO |
| 2025-05-10 12:30:14,815 INFO Train: 31/80 ( 39%) [ 469/621 ( 76%)] Loss: 1.271 (1.06) LR: 2.990e-03 Time cost: 01:44/00:33 [1:31:06/1:53:10] Acc_iter 19100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:30:25,843 INFO Train: 31/80 ( 39%) [ 519/621 ( 84%)] Loss: 0.9605 (1.06) LR: 2.991e-03 Time cost: 01:55/00:22 [1:31:17/1:52:54] Acc_iter 19150 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:30:36,774 INFO Train: 31/80 ( 39%) [ 569/621 ( 92%)] Loss: 0.9472 (1.06) LR: 2.992e-03 Time cost: 02:06/00:11 [1:31:28/1:52:34] Acc_iter 19200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:30:36,990 INFO |
| 2025-05-10 12:30:47,866 INFO Train: 31/80 ( 39%) [ 619/621 (100%)] Loss: 0.8751 (1.06) LR: 2.993e-03 Time cost: 02:17/00:00 [1:31:39/1:52:24] Acc_iter 19250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:30:47,962 INFO Train: 31/80 ( 39%) [ 620/621 (100%)] Loss: 1.407 (1.06) LR: 2.993e-03 Time cost: 02:17/00:00 [1:31:39/1:52:17] Acc_iter 19251 Data time: 0.01(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 12:31:26,371 INFO Train: 32/80 ( 40%) [ 0/621 ( 0%)] Loss: 0.9993 (0.999) LR: 2.993e-03 Time cost: 00:00/07:15 [1:32:17/5:55:21] Acc_iter 19252 Data time: 0.44(0.44) Forward time: 0.42(0.42) Batch time: 0.85(0.85) |
| 2025-05-10 12:31:36,976 INFO Train: 32/80 ( 40%) [ 48/621 ( 8%)] Loss: 0.9339 (1.05) LR: 2.994e-03 Time cost: 00:11/02:12 [1:32:28/1:56:49] Acc_iter 19300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:31:48,014 INFO Train: 32/80 ( 40%) [ 98/621 ( 16%)] Loss: 1.227 (1.04) LR: 2.995e-03 Time cost: 00:22/01:58 [1:32:39/1:54:05] Acc_iter 19350 Data time: 0.00(0.01) Forward time: 0.25(0.22) Batch time: 0.26(0.23) |
| 2025-05-10 12:31:48,189 INFO |
| 2025-05-10 12:31:59,157 INFO Train: 32/80 ( 40%) [ 148/621 ( 24%)] Loss: 1.144 (1.05) LR: 2.996e-03 Time cost: 00:33/01:46 [1:32:50/1:53:25] Acc_iter 19400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:32:10,164 INFO Train: 32/80 ( 40%) [ 198/621 ( 32%)] Loss: 1.285 (1.04) LR: 2.997e-03 Time cost: 00:44/01:34 [1:33:01/1:52:39] Acc_iter 19450 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:32:21,105 INFO Train: 32/80 ( 40%) [ 248/621 ( 40%)] Loss: 1.145 (1.04) LR: 2.998e-03 Time cost: 00:55/01:23 [1:33:12/1:51:59] Acc_iter 19500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:32:21,277 INFO |
| 2025-05-10 12:32:32,313 INFO Train: 32/80 ( 40%) [ 298/621 ( 48%)] Loss: 0.7037 (1.04) LR: 2.998e-03 Time cost: 01:06/01:11 [1:33:23/1:51:55] Acc_iter 19550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:32:43,286 INFO Train: 32/80 ( 40%) [ 348/621 ( 56%)] Loss: 0.9914 (1.03) LR: 2.999e-03 Time cost: 01:17/01:00 [1:33:34/1:51:29] Acc_iter 19600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:32:54,064 INFO Train: 32/80 ( 40%) [ 398/621 ( 64%)] Loss: 0.9509 (1.03) LR: 2.999e-03 Time cost: 01:28/00:49 [1:33:45/1:50:53] Acc_iter 19650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:32:54,236 INFO |
| 2025-05-10 12:33:05,446 INFO Train: 32/80 ( 40%) [ 448/621 ( 72%)] Loss: 1.026 (1.03) LR: 2.999e-03 Time cost: 01:39/00:38 [1:33:56/1:51:02] Acc_iter 19700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:33:16,309 INFO Train: 32/80 ( 40%) [ 498/621 ( 80%)] Loss: 1.204 (1.04) LR: 3.000e-03 Time cost: 01:50/00:27 [1:34:07/1:50:36] Acc_iter 19750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:33:27,241 INFO Train: 32/80 ( 40%) [ 548/621 ( 88%)] Loss: 0.9511 (1.04) LR: 3.000e-03 Time cost: 02:01/00:16 [1:34:18/1:50:16] Acc_iter 19800 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:33:27,412 INFO |
| 2025-05-10 12:33:38,256 INFO Train: 32/80 ( 40%) [ 598/621 ( 96%)] Loss: 1.021 (1.04) LR: 3.000e-03 Time cost: 02:12/00:05 [1:34:29/1:50:02] Acc_iter 19850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:33:42,902 INFO Train: 32/80 ( 40%) [ 620/621 (100%)] Loss: 1.101 (1.04) LR: 3.000e-03 Time cost: 02:17/00:00 [1:34:34/1:49:47] Acc_iter 19872 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 12:34:21,313 INFO Train: 33/80 ( 41%) [ 0/621 ( 0%)] Loss: 1.235 (1.24) LR: 3.000e-03 Time cost: 00:01/11:55 [1:35:12/9:32:36] Acc_iter 19873 Data time: 0.45(0.45) Forward time: 0.48(0.48) Batch time: 0.93(0.93) |
| 2025-05-10 12:34:27,250 INFO Train: 33/80 ( 41%) [ 27/621 ( 4%)] Loss: 0.8821 (1.01) LR: 3.000e-03 Time cost: 00:07/02:30 [1:35:18/2:05:40] Acc_iter 19900 Data time: 0.00(0.02) Forward time: 0.23(0.23) Batch time: 0.23(0.25) |
| 2025-05-10 12:34:38,256 INFO Train: 33/80 ( 41%) [ 77/621 ( 12%)] Loss: 1.022 (1.04) LR: 3.000e-03 Time cost: 00:18/02:06 [1:35:29/1:54:57] Acc_iter 19950 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:34:38,428 INFO |
| 2025-05-10 12:34:49,606 INFO Train: 33/80 ( 41%) [ 127/621 ( 20%)] Loss: 1.045 (1.04) LR: 3.000e-03 Time cost: 00:29/01:53 [1:35:40/1:53:47] Acc_iter 20000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:35:00,691 INFO Train: 33/80 ( 41%) [ 177/621 ( 29%)] Loss: 1.121 (1.04) LR: 3.000e-03 Time cost: 00:40/01:41 [1:35:51/1:52:26] Acc_iter 20050 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:35:11,703 INFO Train: 33/80 ( 41%) [ 227/621 ( 37%)] Loss: 0.9837 (1.04) LR: 3.000e-03 Time cost: 00:51/01:29 [1:36:02/1:51:27] Acc_iter 20100 Data time: 0.00(0.00) Forward time: 0.25(0.22) Batch time: 0.25(0.23) |
| 2025-05-10 12:35:11,874 INFO |
| 2025-05-10 12:35:23,015 INFO Train: 33/80 ( 41%) [ 277/621 ( 45%)] Loss: 1.009 (1.04) LR: 2.999e-03 Time cost: 01:02/01:17 [1:36:14/1:51:16] Acc_iter 20150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:35:34,038 INFO Train: 33/80 ( 41%) [ 327/621 ( 53%)] Loss: 1.050 (1.03) LR: 2.999e-03 Time cost: 01:13/01:06 [1:36:25/1:50:40] Acc_iter 20200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:35:45,151 INFO Train: 33/80 ( 41%) [ 377/621 ( 61%)] Loss: 0.9491 (1.03) LR: 2.999e-03 Time cost: 01:24/00:54 [1:36:36/1:50:17] Acc_iter 20250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:35:45,336 INFO |
| 2025-05-10 12:35:56,763 INFO Train: 33/80 ( 41%) [ 427/621 ( 69%)] Loss: 1.003 (1.03) LR: 2.998e-03 Time cost: 01:36/00:43 [1:36:48/1:50:31] Acc_iter 20300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:36:07,926 INFO Train: 33/80 ( 41%) [ 477/621 ( 77%)] Loss: 0.9051 (1.03) LR: 2.998e-03 Time cost: 01:47/00:32 [1:36:59/1:50:12] Acc_iter 20350 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:36:19,042 INFO Train: 33/80 ( 41%) [ 527/621 ( 85%)] Loss: 1.180 (1.03) LR: 2.998e-03 Time cost: 01:58/00:21 [1:37:10/1:49:52] Acc_iter 20400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:36:19,212 INFO |
| 2025-05-10 12:36:30,163 INFO Train: 33/80 ( 41%) [ 577/621 ( 93%)] Loss: 1.061 (1.03) LR: 2.997e-03 Time cost: 02:10/00:09 [1:37:21/1:49:34] Acc_iter 20450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:36:39,348 INFO Train: 33/80 ( 41%) [ 620/621 (100%)] Loss: 0.8739 (1.03) LR: 2.997e-03 Time cost: 02:19/00:00 [1:37:30/1:49:02] Acc_iter 20493 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:37:18,319 INFO Train: 34/80 ( 42%) [ 0/621 ( 0%)] Loss: 0.8074 (0.807) LR: 2.997e-03 Time cost: 00:00/07:20 [1:38:09/5:45:02] Acc_iter 20494 Data time: 0.43(0.43) Forward time: 0.79(0.79) Batch time: 1.22(1.22) |
| 2025-05-10 12:37:19,637 INFO Train: 34/80 ( 42%) [ 6/621 ( 1%)] Loss: 0.8966 (0.935) LR: 2.997e-03 Time cost: 00:02/02:58 [1:38:10/2:20:53] Acc_iter 20500 Data time: 0.00(0.06) Forward time: 0.24(0.30) Batch time: 0.24(0.36) |
| 2025-05-10 12:37:30,714 INFO Train: 34/80 ( 42%) [ 56/621 ( 9%)] Loss: 0.9110 (1.04) LR: 2.996e-03 Time cost: 00:13/02:09 [1:38:21/1:51:37] Acc_iter 20550 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 12:37:30,936 INFO |
| 2025-05-10 12:37:42,130 INFO Train: 34/80 ( 42%) [ 106/621 ( 17%)] Loss: 0.9831 (1.03) LR: 2.996e-03 Time cost: 00:24/01:58 [1:38:33/1:51:04] Acc_iter 20600 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.23) |
| 2025-05-10 12:37:53,087 INFO Train: 34/80 ( 42%) [ 156/621 ( 25%)] Loss: 0.9673 (1.02) LR: 2.995e-03 Time cost: 00:35/01:45 [1:38:44/1:49:20] Acc_iter 20650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:38:04,056 INFO Train: 34/80 ( 42%) [ 206/621 ( 33%)] Loss: 0.9046 (1.03) LR: 2.994e-03 Time cost: 00:46/01:33 [1:38:55/1:48:22] Acc_iter 20700 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:38:04,271 INFO |
| 2025-05-10 12:38:15,232 INFO Train: 34/80 ( 42%) [ 256/621 ( 41%)] Loss: 1.071 (1.03) LR: 2.994e-03 Time cost: 00:57/01:21 [1:39:06/1:48:06] Acc_iter 20750 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:38:26,165 INFO Train: 34/80 ( 42%) [ 306/621 ( 49%)] Loss: 0.9973 (1.03) LR: 2.993e-03 Time cost: 01:08/01:10 [1:39:17/1:47:29] Acc_iter 20800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:38:37,099 INFO Train: 34/80 ( 42%) [ 356/621 ( 57%)] Loss: 0.9204 (1.03) LR: 2.992e-03 Time cost: 01:19/00:59 [1:39:28/1:46:59] Acc_iter 20850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:38:37,315 INFO |
| 2025-05-10 12:38:48,330 INFO Train: 34/80 ( 42%) [ 406/621 ( 65%)] Loss: 1.177 (1.03) LR: 2.991e-03 Time cost: 01:30/00:47 [1:39:39/1:46:55] Acc_iter 20900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:38:59,374 INFO Train: 34/80 ( 42%) [ 456/621 ( 73%)] Loss: 1.157 (1.03) LR: 2.990e-03 Time cost: 01:41/00:36 [1:39:50/1:46:37] Acc_iter 20950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:39:10,414 INFO Train: 34/80 ( 42%) [ 506/621 ( 81%)] Loss: 0.8699 (1.03) LR: 2.989e-03 Time cost: 01:52/00:25 [1:40:01/1:46:21] Acc_iter 21000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:39:10,600 INFO |
| 2025-05-10 12:39:21,616 INFO Train: 34/80 ( 42%) [ 556/621 ( 90%)] Loss: 0.9900 (1.03) LR: 2.988e-03 Time cost: 02:04/00:14 [1:40:12/1:46:14] Acc_iter 21050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:39:32,665 INFO Train: 34/80 ( 42%) [ 606/621 ( 98%)] Loss: 1.158 (1.02) LR: 2.987e-03 Time cost: 02:15/00:03 [1:40:23/1:45:59] Acc_iter 21100 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:39:35,666 INFO Train: 34/80 ( 42%) [ 620/621 (100%)] Loss: 1.232 (1.03) LR: 2.987e-03 Time cost: 02:18/00:00 [1:40:26/1:45:50] Acc_iter 21114 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:40:15,686 INFO Train: 35/80 ( 44%) [ 0/621 ( 0%)] Loss: 1.157 (1.16) LR: 2.987e-03 Time cost: 00:00/07:29 [1:41:06/5:44:48] Acc_iter 21115 Data time: 0.44(0.44) Forward time: 0.90(0.90) Batch time: 1.35(1.35) |
| 2025-05-10 12:40:23,337 INFO Train: 35/80 ( 44%) [ 35/621 ( 6%)] Loss: 1.024 (1.05) LR: 2.986e-03 Time cost: 00:08/02:16 [1:41:14/1:50:37] Acc_iter 21150 Data time: 0.00(0.01) Forward time: 0.21(0.24) Batch time: 0.22(0.25) |
| 2025-05-10 12:40:23,516 INFO |
| 2025-05-10 12:40:34,486 INFO Train: 35/80 ( 44%) [ 85/621 ( 14%)] Loss: 1.010 (1.01) LR: 2.985e-03 Time cost: 00:19/02:01 [1:41:25/1:47:45] Acc_iter 21200 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.23(0.23) |
| 2025-05-10 12:40:45,592 INFO Train: 35/80 ( 44%) [ 135/621 ( 22%)] Loss: 0.8510 (1.00) LR: 2.984e-03 Time cost: 00:30/01:49 [1:41:36/1:46:43] Acc_iter 21250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:40:56,499 INFO Train: 35/80 ( 44%) [ 185/621 ( 30%)] Loss: 1.115 (1.01) LR: 2.983e-03 Time cost: 00:41/01:37 [1:41:47/1:45:38] Acc_iter 21300 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:40:56,670 INFO |
| 2025-05-10 12:41:07,501 INFO Train: 35/80 ( 44%) [ 235/621 ( 38%)] Loss: 1.025 (1.01) LR: 2.982e-03 Time cost: 00:52/01:25 [1:41:58/1:45:07] Acc_iter 21350 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:41:18,326 INFO Train: 35/80 ( 44%) [ 285/621 ( 46%)] Loss: 0.9062 (1.00) LR: 2.981e-03 Time cost: 01:03/01:14 [1:42:09/1:44:25] Acc_iter 21400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:41:29,414 INFO Train: 35/80 ( 44%) [ 335/621 ( 54%)] Loss: 0.9646 (1.00) LR: 2.979e-03 Time cost: 01:14/01:03 [1:42:20/1:44:15] Acc_iter 21450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:41:29,616 INFO |
| 2025-05-10 12:41:40,758 INFO Train: 35/80 ( 44%) [ 385/621 ( 62%)] Loss: 0.9764 (1.01) LR: 2.978e-03 Time cost: 01:25/00:52 [1:42:32/1:44:23] Acc_iter 21500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:41:52,175 INFO Train: 35/80 ( 44%) [ 435/621 ( 70%)] Loss: 0.9371 (1.01) LR: 2.977e-03 Time cost: 01:37/00:41 [1:42:43/1:44:32] Acc_iter 21550 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 12:42:03,477 INFO Train: 35/80 ( 44%) [ 485/621 ( 78%)] Loss: 0.9898 (1.01) LR: 2.975e-03 Time cost: 01:48/00:30 [1:42:54/1:44:29] Acc_iter 21600 Data time: 0.00(0.00) Forward time: 0.27(0.22) Batch time: 0.27(0.22) |
| 2025-05-10 12:42:03,695 INFO |
| 2025-05-10 12:42:14,550 INFO Train: 35/80 ( 44%) [ 535/621 ( 86%)] Loss: 0.9910 (1.01) LR: 2.974e-03 Time cost: 01:59/00:19 [1:43:05/1:44:14] Acc_iter 21650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:42:25,374 INFO Train: 35/80 ( 44%) [ 585/621 ( 94%)] Loss: 1.279 (1.01) LR: 2.972e-03 Time cost: 02:10/00:08 [1:43:16/1:43:47] Acc_iter 21700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:42:32,901 INFO Train: 35/80 ( 44%) [ 620/621 (100%)] Loss: 0.9965 (1.01) LR: 2.971e-03 Time cost: 02:17/00:00 [1:43:24/1:43:27] Acc_iter 21735 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:43:11,727 INFO Train: 36/80 ( 45%) [ 0/621 ( 0%)] Loss: 0.9005 (0.900) LR: 2.971e-03 Time cost: 00:00/07:19 [1:44:02/5:29:44] Acc_iter 21736 Data time: 0.43(0.43) Forward time: 0.77(0.77) Batch time: 1.20(1.20) |
| 2025-05-10 12:43:14,719 INFO Train: 36/80 ( 45%) [ 14/621 ( 2%)] Loss: 1.042 (1.03) LR: 2.971e-03 Time cost: 00:03/02:29 [1:44:05/1:54:48] Acc_iter 21750 Data time: 0.00(0.03) Forward time: 0.19(0.25) Batch time: 0.20(0.28) |
| 2025-05-10 12:43:14,907 INFO |
| 2025-05-10 12:43:25,736 INFO Train: 36/80 ( 45%) [ 64/621 ( 10%)] Loss: 1.154 (1.03) LR: 2.969e-03 Time cost: 00:14/02:06 [1:44:16/1:45:12] Acc_iter 21800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:43:36,730 INFO Train: 36/80 ( 45%) [ 114/621 ( 18%)] Loss: 0.9794 (1.03) LR: 2.968e-03 Time cost: 00:25/01:53 [1:44:27/1:43:42] Acc_iter 21850 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:43:47,807 INFO Train: 36/80 ( 45%) [ 164/621 ( 26%)] Loss: 0.7418 (1.01) LR: 2.966e-03 Time cost: 00:36/01:41 [1:44:39/1:43:13] Acc_iter 21900 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:43:47,981 INFO |
| 2025-05-10 12:43:59,107 INFO Train: 36/80 ( 45%) [ 214/621 ( 34%)] Loss: 1.017 (1.01) LR: 2.964e-03 Time cost: 00:48/01:31 [1:44:50/1:43:22] Acc_iter 21950 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:44:09,943 INFO Train: 36/80 ( 45%) [ 264/621 ( 43%)] Loss: 0.9520 (1.01) LR: 2.962e-03 Time cost: 00:58/01:19 [1:45:01/1:42:34] Acc_iter 22000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:44:20,862 INFO Train: 36/80 ( 45%) [ 314/621 ( 51%)] Loss: 1.162 (1.01) LR: 2.961e-03 Time cost: 01:09/01:08 [1:45:12/1:42:06] Acc_iter 22050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:44:21,036 INFO |
| 2025-05-10 12:44:31,876 INFO Train: 36/80 ( 45%) [ 364/621 ( 59%)] Loss: 0.9214 (1.00) LR: 2.959e-03 Time cost: 01:20/00:56 [1:45:23/1:41:49] Acc_iter 22100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:44:42,730 INFO Train: 36/80 ( 45%) [ 414/621 ( 67%)] Loss: 0.9975 (1.00) LR: 2.957e-03 Time cost: 01:31/00:45 [1:45:33/1:41:24] Acc_iter 22150 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:44:53,814 INFO Train: 36/80 ( 45%) [ 464/621 ( 75%)] Loss: 0.9827 (1.00) LR: 2.955e-03 Time cost: 01:42/00:34 [1:45:45/1:41:15] Acc_iter 22200 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:44:53,987 INFO |
| 2025-05-10 12:45:04,897 INFO Train: 36/80 ( 45%) [ 514/621 ( 83%)] Loss: 0.8985 (1.00) LR: 2.953e-03 Time cost: 01:53/00:23 [1:45:56/1:41:05] Acc_iter 22250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:45:15,835 INFO Train: 36/80 ( 45%) [ 564/621 ( 91%)] Loss: 0.9734 (1.00) LR: 2.951e-03 Time cost: 02:04/00:12 [1:46:07/1:40:48] Acc_iter 22300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:45:26,877 INFO Train: 36/80 ( 45%) [ 614/621 ( 99%)] Loss: 0.9019 (1.00) LR: 2.949e-03 Time cost: 02:15/00:01 [1:46:18/1:40:37] Acc_iter 22350 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:45:27,053 INFO |
| 2025-05-10 12:45:28,234 INFO Train: 36/80 ( 45%) [ 620/621 (100%)] Loss: 1.187 (1.00) LR: 2.949e-03 Time cost: 02:17/00:00 [1:46:19/1:40:37] Acc_iter 22356 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:46:06,712 INFO Train: 37/80 ( 46%) [ 0/621 ( 0%)] Loss: 1.081 (1.08) LR: 2.949e-03 Time cost: 00:00/06:52 [1:46:57/5:02:44] Acc_iter 22357 Data time: 0.42(0.42) Forward time: 0.44(0.44) Batch time: 0.86(0.86) |
| 2025-05-10 12:46:16,300 INFO Train: 37/80 ( 46%) [ 43/621 ( 7%)] Loss: 0.9661 (1.01) LR: 2.947e-03 Time cost: 00:10/02:14 [1:47:07/1:45:56] Acc_iter 22400 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.24(0.24) |
| 2025-05-10 12:46:27,356 INFO Train: 37/80 ( 46%) [ 93/621 ( 15%)] Loss: 0.8884 (0.994) LR: 2.945e-03 Time cost: 00:21/01:59 [1:47:18/1:42:52] Acc_iter 22450 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:46:38,595 INFO Train: 37/80 ( 46%) [ 143/621 ( 23%)] Loss: 0.8909 (0.992) LR: 2.943e-03 Time cost: 00:32/01:48 [1:47:29/1:42:23] Acc_iter 22500 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:46:38,814 INFO |
| 2025-05-10 12:46:49,904 INFO Train: 37/80 ( 46%) [ 193/621 ( 31%)] Loss: 0.8255 (0.993) LR: 2.941e-03 Time cost: 00:43/01:36 [1:47:41/1:42:13] Acc_iter 22550 Data time: 0.00(0.01) Forward time: 0.26(0.22) Batch time: 0.26(0.23) |
| 2025-05-10 12:47:00,675 INFO Train: 37/80 ( 46%) [ 243/621 ( 39%)] Loss: 1.133 (0.995) LR: 2.938e-03 Time cost: 00:54/01:24 [1:47:51/1:41:03] Acc_iter 22600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:47:11,781 INFO Train: 37/80 ( 46%) [ 293/621 ( 47%)] Loss: 1.216 (1.00) LR: 2.936e-03 Time cost: 01:05/01:13 [1:48:03/1:40:43] Acc_iter 22650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:47:11,996 INFO |
| 2025-05-10 12:47:23,029 INFO Train: 37/80 ( 46%) [ 343/621 ( 55%)] Loss: 0.9901 (1.00) LR: 2.934e-03 Time cost: 01:16/01:02 [1:48:14/1:40:37] Acc_iter 22700 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:47:33,961 INFO Train: 37/80 ( 46%) [ 393/621 ( 63%)] Loss: 0.9645 (0.998) LR: 2.932e-03 Time cost: 01:27/00:50 [1:48:25/1:40:09] Acc_iter 22750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:47:44,980 INFO Train: 37/80 ( 46%) [ 443/621 ( 71%)] Loss: 0.8878 (0.995) LR: 2.929e-03 Time cost: 01:38/00:39 [1:48:36/1:39:49] Acc_iter 22800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:47:45,193 INFO |
| 2025-05-10 12:47:56,216 INFO Train: 37/80 ( 46%) [ 493/621 ( 79%)] Loss: 0.9616 (0.995) LR: 2.927e-03 Time cost: 01:50/00:28 [1:48:47/1:39:43] Acc_iter 22850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:48:07,222 INFO Train: 37/80 ( 46%) [ 543/621 ( 87%)] Loss: 0.8825 (0.994) LR: 2.924e-03 Time cost: 02:01/00:17 [1:48:58/1:39:25] Acc_iter 22900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:48:18,226 INFO Train: 37/80 ( 46%) [ 593/621 ( 95%)] Loss: 0.9361 (0.995) LR: 2.922e-03 Time cost: 02:12/00:06 [1:49:09/1:39:08] Acc_iter 22950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:48:18,438 INFO |
| 2025-05-10 12:48:24,253 INFO Train: 37/80 ( 46%) [ 620/621 (100%)] Loss: 1.268 (0.996) LR: 2.920e-03 Time cost: 02:18/00:00 [1:49:15/1:39:03] Acc_iter 22977 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:49:03,963 INFO Train: 38/80 ( 48%) [ 0/621 ( 0%)] Loss: 1.112 (1.11) LR: 2.920e-03 Time cost: 00:00/07:09 [1:49:55/5:07:51] Acc_iter 22978 Data time: 0.41(0.41) Forward time: 0.70(0.70) Batch time: 1.11(1.11) |
| 2025-05-10 12:49:08,868 INFO Train: 38/80 ( 48%) [ 22/621 ( 4%)] Loss: 0.8057 (1.00) LR: 2.919e-03 Time cost: 00:05/02:25 [1:50:00/1:48:13] Acc_iter 23000 Data time: 0.00(0.02) Forward time: 0.22(0.24) Batch time: 0.23(0.26) |
| 2025-05-10 12:49:20,026 INFO Train: 38/80 ( 48%) [ 72/621 ( 12%)] Loss: 0.7823 (0.998) LR: 2.917e-03 Time cost: 00:16/02:06 [1:50:11/1:41:52] Acc_iter 23050 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 12:49:31,179 INFO Train: 38/80 ( 48%) [ 122/621 ( 20%)] Loss: 1.081 (1.00) LR: 2.914e-03 Time cost: 00:27/01:53 [1:50:22/1:40:31] Acc_iter 23100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:49:31,398 INFO |
| 2025-05-10 12:49:42,428 INFO Train: 38/80 ( 48%) [ 172/621 ( 28%)] Loss: 0.8316 (0.998) LR: 2.911e-03 Time cost: 00:39/01:41 [1:50:33/1:40:05] Acc_iter 23150 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:49:53,339 INFO Train: 38/80 ( 48%) [ 222/621 ( 36%)] Loss: 0.9387 (0.991) LR: 2.909e-03 Time cost: 00:50/01:29 [1:50:44/1:39:05] Acc_iter 23200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:50:04,280 INFO Train: 38/80 ( 48%) [ 272/621 ( 44%)] Loss: 0.7496 (0.982) LR: 2.906e-03 Time cost: 01:01/01:17 [1:50:55/1:38:26] Acc_iter 23250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:50:04,498 INFO |
| 2025-05-10 12:50:15,494 INFO Train: 38/80 ( 48%) [ 322/621 ( 52%)] Loss: 1.151 (0.982) LR: 2.903e-03 Time cost: 01:12/01:06 [1:51:06/1:38:18] Acc_iter 23300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:50:26,485 INFO Train: 38/80 ( 48%) [ 372/621 ( 60%)] Loss: 0.9882 (0.980) LR: 2.900e-03 Time cost: 01:23/00:55 [1:51:17/1:37:54] Acc_iter 23350 Data time: 0.00(0.00) Forward time: 0.18(0.22) Batch time: 0.18(0.22) |
| 2025-05-10 12:50:37,383 INFO Train: 38/80 ( 48%) [ 422/621 ( 68%)] Loss: 0.9920 (0.981) LR: 2.898e-03 Time cost: 01:34/00:44 [1:51:28/1:37:27] Acc_iter 23400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:50:37,607 INFO |
| 2025-05-10 12:50:48,562 INFO Train: 38/80 ( 48%) [ 472/621 ( 76%)] Loss: 1.307 (0.980) LR: 2.895e-03 Time cost: 01:45/00:33 [1:51:39/1:37:19] Acc_iter 23450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:50:59,578 INFO Train: 38/80 ( 48%) [ 522/621 ( 84%)] Loss: 1.121 (0.983) LR: 2.892e-03 Time cost: 01:56/00:22 [1:51:50/1:37:02] Acc_iter 23500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:51:10,670 INFO Train: 38/80 ( 48%) [ 572/621 ( 92%)] Loss: 0.9701 (0.982) LR: 2.889e-03 Time cost: 02:07/00:10 [1:52:01/1:36:49] Acc_iter 23550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:51:10,886 INFO |
| 2025-05-10 12:51:21,429 INFO Train: 38/80 ( 48%) [ 620/621 (100%)] Loss: 1.322 (0.996) LR: 2.886e-03 Time cost: 02:18/00:00 [1:52:12/1:36:42] Acc_iter 23598 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:52:00,937 INFO Train: 39/80 ( 49%) [ 0/621 ( 0%)] Loss: 0.9733 (0.973) LR: 2.886e-03 Time cost: 00:01/12:53 [1:52:52/9:01:41] Acc_iter 23599 Data time: 0.43(0.43) Forward time: 0.54(0.54) Batch time: 0.98(0.98) |
| 2025-05-10 12:52:01,172 INFO Train: 39/80 ( 49%) [ 1/621 ( 0%)] Loss: 0.8082 (0.891) LR: 2.886e-03 Time cost: 00:01/07:39 [1:52:52/5:21:54] Acc_iter 23600 Data time: 0.00(0.22) Forward time: 0.23(0.39) Batch time: 0.24(0.61) |
| 2025-05-10 12:52:12,055 INFO Train: 39/80 ( 49%) [ 51/621 ( 8%)] Loss: 1.071 (0.974) LR: 2.883e-03 Time cost: 00:12/02:15 [1:53:03/1:43:09] Acc_iter 23650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:52:22,968 INFO Train: 39/80 ( 49%) [ 101/621 ( 16%)] Loss: 0.7366 (0.972) LR: 2.880e-03 Time cost: 00:23/01:58 [1:53:14/1:38:49] Acc_iter 23700 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 12:52:23,144 INFO |
| 2025-05-10 12:52:34,199 INFO Train: 39/80 ( 49%) [ 151/621 ( 24%)] Loss: 1.062 (0.960) LR: 2.877e-03 Time cost: 00:34/01:46 [1:53:25/1:38:07] Acc_iter 23750 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:52:45,224 INFO Train: 39/80 ( 49%) [ 201/621 ( 32%)] Loss: 0.8959 (0.963) LR: 2.873e-03 Time cost: 00:45/01:34 [1:53:36/1:37:13] Acc_iter 23800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:52:56,250 INFO Train: 39/80 ( 49%) [ 251/621 ( 40%)] Loss: 0.9398 (0.969) LR: 2.870e-03 Time cost: 00:56/01:23 [1:53:47/1:36:37] Acc_iter 23850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:52:56,433 INFO |
| 2025-05-10 12:53:07,286 INFO Train: 39/80 ( 49%) [ 301/621 ( 48%)] Loss: 0.9256 (0.969) LR: 2.867e-03 Time cost: 01:07/01:11 [1:53:58/1:36:10] Acc_iter 23900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:53:18,247 INFO Train: 39/80 ( 49%) [ 351/621 ( 57%)] Loss: 1.030 (0.975) LR: 2.864e-03 Time cost: 01:18/01:00 [1:54:09/1:35:42] Acc_iter 23950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:53:29,127 INFO Train: 39/80 ( 49%) [ 401/621 ( 65%)] Loss: 0.8730 (0.975) LR: 2.860e-03 Time cost: 01:29/00:48 [1:54:20/1:35:13] Acc_iter 24000 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:53:29,301 INFO |
| 2025-05-10 12:53:40,044 INFO Train: 39/80 ( 49%) [ 451/621 ( 73%)] Loss: 0.9936 (0.978) LR: 2.857e-03 Time cost: 01:40/00:37 [1:54:31/1:34:50] Acc_iter 24050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:53:51,062 INFO Train: 39/80 ( 49%) [ 501/621 ( 81%)] Loss: 1.021 (0.980) LR: 2.854e-03 Time cost: 01:51/00:26 [1:54:42/1:34:35] Acc_iter 24100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:54:02,170 INFO Train: 39/80 ( 49%) [ 551/621 ( 89%)] Loss: 0.9546 (0.982) LR: 2.850e-03 Time cost: 02:02/00:15 [1:54:53/1:34:24] Acc_iter 24150 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:54:02,344 INFO |
| 2025-05-10 12:54:13,373 INFO Train: 39/80 ( 49%) [ 601/621 ( 97%)] Loss: 0.9192 (0.978) LR: 2.847e-03 Time cost: 02:13/00:04 [1:55:04/1:34:18] Acc_iter 24200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:54:17,478 INFO Train: 39/80 ( 49%) [ 620/621 (100%)] Loss: 0.8289 (0.976) LR: 2.845e-03 Time cost: 02:17/00:00 [1:55:08/1:34:09] Acc_iter 24219 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 12:54:55,963 INFO Train: 40/80 ( 50%) [ 0/621 ( 0%)] Loss: 0.7808 (0.781) LR: 2.845e-03 Time cost: 00:00/08:52 [1:55:47/6:03:55] Acc_iter 24220 Data time: 0.44(0.44) Forward time: 0.35(0.35) Batch time: 0.78(0.78) |
| 2025-05-10 12:55:02,809 INFO Train: 40/80 ( 50%) [ 30/621 ( 5%)] Loss: 1.123 (0.981) LR: 2.843e-03 Time cost: 00:07/02:26 [1:55:54/1:45:19] Acc_iter 24250 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 12:55:13,909 INFO Train: 40/80 ( 50%) [ 80/621 ( 13%)] Loss: 1.119 (0.960) LR: 2.840e-03 Time cost: 00:18/02:05 [1:56:05/1:38:11] Acc_iter 24300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:55:14,132 INFO |
| 2025-05-10 12:55:25,224 INFO Train: 40/80 ( 50%) [ 130/621 ( 21%)] Loss: 0.9286 (0.960) LR: 2.836e-03 Time cost: 00:30/01:52 [1:56:16/1:37:03] Acc_iter 24350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:55:36,252 INFO Train: 40/80 ( 50%) [ 180/621 ( 29%)] Loss: 0.9494 (0.958) LR: 2.832e-03 Time cost: 00:41/01:40 [1:56:27/1:35:47] Acc_iter 24400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:55:47,293 INFO Train: 40/80 ( 50%) [ 230/621 ( 37%)] Loss: 0.9559 (0.962) LR: 2.829e-03 Time cost: 00:52/01:28 [1:56:38/1:35:00] Acc_iter 24450 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 12:55:47,515 INFO |
| 2025-05-10 12:55:58,488 INFO Train: 40/80 ( 50%) [ 280/621 ( 45%)] Loss: 0.9644 (0.962) LR: 2.825e-03 Time cost: 01:03/01:16 [1:56:49/1:34:39] Acc_iter 24500 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 12:56:09,439 INFO Train: 40/80 ( 50%) [ 330/621 ( 53%)] Loss: 1.131 (0.968) LR: 2.821e-03 Time cost: 01:14/01:05 [1:57:00/1:34:03] Acc_iter 24550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 12:56:20,354 INFO Train: 40/80 ( 50%) [ 380/621 ( 61%)] Loss: 0.8950 (0.970) LR: 2.818e-03 Time cost: 01:25/00:53 [1:57:11/1:33:31] Acc_iter 24600 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:56:20,574 INFO |
| 2025-05-10 12:56:31,524 INFO Train: 40/80 ( 50%) [ 430/621 ( 69%)] Loss: 0.9449 (0.970) LR: 2.814e-03 Time cost: 01:36/00:42 [1:57:22/1:33:19] Acc_iter 24650 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:56:42,591 INFO Train: 40/80 ( 50%) [ 480/621 ( 77%)] Loss: 0.8835 (0.967) LR: 2.810e-03 Time cost: 01:47/00:31 [1:57:33/1:33:02] Acc_iter 24700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:56:53,583 INFO Train: 40/80 ( 50%) [ 530/621 ( 85%)] Loss: 0.8756 (0.968) LR: 2.806e-03 Time cost: 01:58/00:20 [1:57:44/1:32:42] Acc_iter 24750 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 12:56:53,803 INFO |
| 2025-05-10 12:57:04,778 INFO Train: 40/80 ( 50%) [ 580/621 ( 93%)] Loss: 0.8525 (0.965) LR: 2.802e-03 Time cost: 02:09/00:09 [1:57:56/1:32:33] Acc_iter 24800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:57:13,477 INFO Train: 40/80 ( 50%) [ 620/621 (100%)] Loss: 0.7353 (0.968) LR: 2.799e-03 Time cost: 02:18/00:00 [1:58:04/1:32:15] Acc_iter 24840 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 12:57:51,644 INFO Train: 41/80 ( 51%) [ 0/621 ( 0%)] Loss: 0.8597 (0.860) LR: 2.799e-03 Time cost: 00:00/07:47 [1:58:42/5:11:54] Acc_iter 24841 Data time: 0.46(0.46) Forward time: 0.46(0.46) Batch time: 0.92(0.92) |
| 2025-05-10 12:57:53,579 INFO Train: 41/80 ( 51%) [ 9/621 ( 1%)] Loss: 1.107 (0.928) LR: 2.798e-03 Time cost: 00:02/02:44 [1:58:44/1:51:15] Acc_iter 24850 Data time: 0.00(0.05) Forward time: 0.22(0.24) Batch time: 0.22(0.29) |
| 2025-05-10 12:58:04,519 INFO Train: 41/80 ( 51%) [ 59/621 ( 10%)] Loss: 0.9853 (0.966) LR: 2.794e-03 Time cost: 00:13/02:07 [1:58:55/1:33:48] Acc_iter 24900 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 12:58:04,737 INFO |
| 2025-05-10 12:58:15,869 INFO Train: 41/80 ( 51%) [ 109/621 ( 18%)] Loss: 1.063 (0.962) LR: 2.790e-03 Time cost: 00:24/01:56 [1:59:07/1:33:35] Acc_iter 24950 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 12:58:26,814 INFO Train: 41/80 ( 51%) [ 159/621 ( 26%)] Loss: 0.8054 (0.968) LR: 2.786e-03 Time cost: 00:35/01:43 [1:59:18/1:32:21] Acc_iter 25000 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 12:58:37,742 INFO Train: 41/80 ( 51%) [ 209/621 ( 34%)] Loss: 0.9744 (0.970) LR: 2.782e-03 Time cost: 00:46/01:31 [1:59:28/1:31:35] Acc_iter 25050 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:58:37,963 INFO |
| 2025-05-10 12:58:48,744 INFO Train: 41/80 ( 51%) [ 259/621 ( 42%)] Loss: 0.9026 (0.967) LR: 2.778e-03 Time cost: 00:57/01:20 [1:59:39/1:31:09] Acc_iter 25100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:58:59,644 INFO Train: 41/80 ( 51%) [ 309/621 ( 50%)] Loss: 0.8469 (0.971) LR: 2.774e-03 Time cost: 01:08/01:09 [1:59:50/1:30:40] Acc_iter 25150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:59:10,670 INFO Train: 41/80 ( 51%) [ 359/621 ( 58%)] Loss: 1.053 (0.969) LR: 2.770e-03 Time cost: 01:19/00:58 [2:00:01/1:30:25] Acc_iter 25200 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 12:59:10,865 INFO |
| 2025-05-10 12:59:21,960 INFO Train: 41/80 ( 51%) [ 409/621 ( 66%)] Loss: 1.008 (0.969) LR: 2.766e-03 Time cost: 01:31/00:47 [2:00:13/1:30:26] Acc_iter 25250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:59:33,148 INFO Train: 41/80 ( 51%) [ 459/621 ( 74%)] Loss: 1.005 (0.969) LR: 2.761e-03 Time cost: 01:42/00:36 [2:00:24/1:30:19] Acc_iter 25300 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 12:59:44,440 INFO Train: 41/80 ( 51%) [ 509/621 ( 82%)] Loss: 0.9154 (0.969) LR: 2.757e-03 Time cost: 01:53/00:24 [2:00:35/1:30:17] Acc_iter 25350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 12:59:44,656 INFO |
| 2025-05-10 12:59:55,626 INFO Train: 41/80 ( 51%) [ 559/621 ( 90%)] Loss: 0.9868 (0.968) LR: 2.753e-03 Time cost: 02:04/00:13 [2:00:46/1:30:08] Acc_iter 25400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:00:06,491 INFO Train: 41/80 ( 51%) [ 609/621 ( 98%)] Loss: 0.8383 (0.968) LR: 2.748e-03 Time cost: 02:15/00:02 [2:00:57/1:29:46] Acc_iter 25450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:00:08,751 INFO Train: 41/80 ( 51%) [ 620/621 (100%)] Loss: 2.040 (0.967) LR: 2.747e-03 Time cost: 02:17/00:00 [2:01:00/1:29:36] Acc_iter 25461 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:00:47,712 INFO Train: 42/80 ( 52%) [ 0/621 ( 0%)] Loss: 0.8966 (0.897) LR: 2.747e-03 Time cost: 00:01/12:12 [2:01:38/7:55:50] Acc_iter 25462 Data time: 0.42(0.42) Forward time: 0.54(0.54) Batch time: 0.97(0.97) |
| 2025-05-10 13:00:56,091 INFO Train: 42/80 ( 52%) [ 38/621 ( 6%)] Loss: 1.088 (1.03) LR: 2.744e-03 Time cost: 00:09/02:22 [2:01:47/1:38:46] Acc_iter 25500 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 13:00:56,263 INFO |
| 2025-05-10 13:01:07,289 INFO Train: 42/80 ( 52%) [ 88/621 ( 14%)] Loss: 0.7413 (0.988) LR: 2.739e-03 Time cost: 00:20/02:04 [2:01:58/1:33:47] Acc_iter 25550 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:01:18,422 INFO Train: 42/80 ( 52%) [ 138/621 ( 22%)] Loss: 0.9078 (0.980) LR: 2.735e-03 Time cost: 00:31/01:50 [2:02:09/1:32:04] Acc_iter 25600 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:01:29,427 INFO Train: 42/80 ( 52%) [ 188/621 ( 30%)] Loss: 0.9587 (0.975) LR: 2.730e-03 Time cost: 00:42/01:38 [2:02:20/1:30:53] Acc_iter 25650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:01:29,598 INFO |
| 2025-05-10 13:01:40,612 INFO Train: 42/80 ( 52%) [ 238/621 ( 38%)] Loss: 1.048 (0.971) LR: 2.726e-03 Time cost: 00:54/01:26 [2:02:31/1:30:26] Acc_iter 25700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:01:51,520 INFO Train: 42/80 ( 52%) [ 288/621 ( 46%)] Loss: 0.9850 (0.966) LR: 2.721e-03 Time cost: 01:04/01:14 [2:02:42/1:29:41] Acc_iter 25750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:02:02,418 INFO Train: 42/80 ( 52%) [ 338/621 ( 54%)] Loss: 0.9352 (0.966) LR: 2.717e-03 Time cost: 01:15/01:03 [2:02:53/1:29:05] Acc_iter 25800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:02:02,590 INFO |
| 2025-05-10 13:02:13,528 INFO Train: 42/80 ( 52%) [ 388/621 ( 62%)] Loss: 0.9619 (0.963) LR: 2.712e-03 Time cost: 01:26/00:52 [2:03:04/1:28:49] Acc_iter 25850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:02:24,401 INFO Train: 42/80 ( 52%) [ 438/621 ( 71%)] Loss: 1.060 (0.961) LR: 2.707e-03 Time cost: 01:37/00:40 [2:03:15/1:28:21] Acc_iter 25900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:02:35,264 INFO Train: 42/80 ( 52%) [ 488/621 ( 79%)] Loss: 0.7891 (0.957) LR: 2.703e-03 Time cost: 01:48/00:29 [2:03:26/1:27:56] Acc_iter 25950 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:02:35,438 INFO |
| 2025-05-10 13:02:46,280 INFO Train: 42/80 ( 52%) [ 538/621 ( 87%)] Loss: 0.9891 (0.958) LR: 2.698e-03 Time cost: 01:59/00:18 [2:03:37/1:27:41] Acc_iter 26000 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:02:57,169 INFO Train: 42/80 ( 52%) [ 588/621 ( 95%)] Loss: 1.334 (0.959) LR: 2.693e-03 Time cost: 02:10/00:07 [2:03:48/1:27:21] Acc_iter 26050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:03:04,079 INFO Train: 42/80 ( 52%) [ 620/621 (100%)] Loss: 0.6522 (0.959) LR: 2.690e-03 Time cost: 02:17/00:00 [2:03:55/1:27:06] Acc_iter 26082 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:03:43,332 INFO Train: 43/80 ( 54%) [ 0/621 ( 0%)] Loss: 0.8177 (0.818) LR: 2.690e-03 Time cost: 00:00/07:52 [2:04:34/4:59:11] Acc_iter 26083 Data time: 0.43(0.43) Forward time: 0.85(0.85) Batch time: 1.28(1.28) |
| 2025-05-10 13:03:47,020 INFO Train: 43/80 ( 54%) [ 17/621 ( 3%)] Loss: 0.9087 (0.902) LR: 2.688e-03 Time cost: 00:04/02:29 [2:04:38/1:37:08] Acc_iter 26100 Data time: 0.00(0.03) Forward time: 0.22(0.25) Batch time: 0.22(0.28) |
| 2025-05-10 13:03:47,238 INFO |
| 2025-05-10 13:03:58,034 INFO Train: 43/80 ( 54%) [ 67/621 ( 11%)] Loss: 1.010 (0.925) LR: 2.684e-03 Time cost: 00:15/02:05 [2:04:49/1:29:10] Acc_iter 26150 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.24) |
| 2025-05-10 13:04:09,045 INFO Train: 43/80 ( 54%) [ 117/621 ( 19%)] Loss: 1.159 (0.937) LR: 2.679e-03 Time cost: 00:26/01:53 [2:05:00/1:27:48] Acc_iter 26200 Data time: 0.00(0.01) Forward time: 0.25(0.22) Batch time: 0.25(0.23) |
| 2025-05-10 13:04:20,119 INFO Train: 43/80 ( 54%) [ 167/621 ( 27%)] Loss: 0.9295 (0.944) LR: 2.674e-03 Time cost: 00:37/01:41 [2:05:11/1:27:16] Acc_iter 26250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:04:20,340 INFO |
| 2025-05-10 13:04:31,103 INFO Train: 43/80 ( 54%) [ 217/621 ( 35%)] Loss: 0.9603 (0.946) LR: 2.669e-03 Time cost: 00:48/01:29 [2:05:22/1:26:45] Acc_iter 26300 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 13:04:42,015 INFO Train: 43/80 ( 54%) [ 267/621 ( 43%)] Loss: 0.9162 (0.944) LR: 2.664e-03 Time cost: 00:59/01:18 [2:05:33/1:26:14] Acc_iter 26350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:04:52,954 INFO Train: 43/80 ( 54%) [ 317/621 ( 51%)] Loss: 0.8768 (0.944) LR: 2.659e-03 Time cost: 01:10/01:07 [2:05:44/1:25:52] Acc_iter 26400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:04:53,173 INFO |
| 2025-05-10 13:05:04,143 INFO Train: 43/80 ( 54%) [ 367/621 ( 59%)] Loss: 0.8154 (0.944) LR: 2.654e-03 Time cost: 01:21/00:56 [2:05:55/1:25:49] Acc_iter 26450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:05:15,105 INFO Train: 43/80 ( 54%) [ 417/621 ( 67%)] Loss: 0.9470 (0.946) LR: 2.649e-03 Time cost: 01:32/00:45 [2:06:06/1:25:31] Acc_iter 26500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:05:25,993 INFO Train: 43/80 ( 54%) [ 467/621 ( 75%)] Loss: 0.8913 (0.947) LR: 2.644e-03 Time cost: 01:43/00:34 [2:06:17/1:25:11] Acc_iter 26550 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:05:26,216 INFO |
| 2025-05-10 13:05:37,288 INFO Train: 43/80 ( 54%) [ 517/621 ( 83%)] Loss: 1.065 (0.950) LR: 2.639e-03 Time cost: 01:54/00:23 [2:06:28/1:25:11] Acc_iter 26600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:05:48,272 INFO Train: 43/80 ( 54%) [ 567/621 ( 91%)] Loss: 0.9164 (0.949) LR: 2.633e-03 Time cost: 02:05/00:11 [2:06:39/1:24:56] Acc_iter 26650 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:05:59,180 INFO Train: 43/80 ( 54%) [ 617/621 ( 99%)] Loss: 1.000 (0.954) LR: 2.628e-03 Time cost: 02:16/00:00 [2:06:50/1:24:39] Acc_iter 26700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:05:59,403 INFO |
| 2025-05-10 13:05:59,938 INFO Train: 43/80 ( 54%) [ 620/621 (100%)] Loss: 1.193 (0.954) LR: 2.628e-03 Time cost: 02:17/00:00 [2:06:51/1:24:42] Acc_iter 26703 Data time: 0.00(0.00) Forward time: 0.10(0.22) Batch time: 0.11(0.22) |
| 2025-05-10 13:06:38,998 INFO Train: 44/80 ( 55%) [ 0/621 ( 0%)] Loss: 1.009 (1.01) LR: 2.628e-03 Time cost: 00:00/07:02 [2:07:30/4:20:42] Acc_iter 26704 Data time: 0.42(0.42) Forward time: 0.54(0.54) Batch time: 0.96(0.96) |
| 2025-05-10 13:06:49,104 INFO Train: 44/80 ( 55%) [ 46/621 ( 7%)] Loss: 0.7779 (0.960) LR: 2.623e-03 Time cost: 00:10/02:11 [2:07:40/1:27:42] Acc_iter 26750 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.24) |
| 2025-05-10 13:07:00,120 INFO Train: 44/80 ( 55%) [ 96/621 ( 15%)] Loss: 1.401 (0.963) LR: 2.618e-03 Time cost: 00:21/01:58 [2:07:51/1:25:43] Acc_iter 26800 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:07:11,096 INFO Train: 44/80 ( 55%) [ 146/621 ( 24%)] Loss: 0.8291 (0.956) LR: 2.612e-03 Time cost: 00:32/01:45 [2:08:02/1:24:51] Acc_iter 26850 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:07:11,317 INFO |
| 2025-05-10 13:07:22,196 INFO Train: 44/80 ( 55%) [ 196/621 ( 32%)] Loss: 0.8616 (0.954) LR: 2.607e-03 Time cost: 00:43/01:34 [2:08:13/1:24:34] Acc_iter 26900 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:07:33,169 INFO Train: 44/80 ( 55%) [ 246/621 ( 40%)] Loss: 0.9650 (0.949) LR: 2.602e-03 Time cost: 00:54/01:23 [2:08:24/1:24:07] Acc_iter 26950 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:07:44,149 INFO Train: 44/80 ( 55%) [ 296/621 ( 48%)] Loss: 0.9883 (0.952) LR: 2.596e-03 Time cost: 01:05/01:12 [2:08:35/1:23:47] Acc_iter 27000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:07:44,392 INFO |
| 2025-05-10 13:07:55,373 INFO Train: 44/80 ( 55%) [ 346/621 ( 56%)] Loss: 0.9074 (0.950) LR: 2.591e-03 Time cost: 01:17/01:01 [2:08:46/1:23:45] Acc_iter 27050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:08:06,227 INFO Train: 44/80 ( 55%) [ 396/621 ( 64%)] Loss: 0.7785 (0.949) LR: 2.586e-03 Time cost: 01:27/00:49 [2:08:57/1:23:20] Acc_iter 27100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:08:17,175 INFO Train: 44/80 ( 55%) [ 446/621 ( 72%)] Loss: 0.9370 (0.948) LR: 2.580e-03 Time cost: 01:38/00:38 [2:09:08/1:23:02] Acc_iter 27150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:08:17,400 INFO |
| 2025-05-10 13:08:28,328 INFO Train: 44/80 ( 55%) [ 496/621 ( 80%)] Loss: 0.8353 (0.947) LR: 2.575e-03 Time cost: 01:50/00:27 [2:09:19/1:22:56] Acc_iter 27200 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:08:39,319 INFO Train: 44/80 ( 55%) [ 546/621 ( 88%)] Loss: 0.9624 (0.946) LR: 2.569e-03 Time cost: 02:01/00:16 [2:09:30/1:22:41] Acc_iter 27250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:08:50,399 INFO Train: 44/80 ( 55%) [ 596/621 ( 96%)] Loss: 1.111 (0.942) LR: 2.563e-03 Time cost: 02:12/00:05 [2:09:41/1:22:31] Acc_iter 27300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:08:50,621 INFO |
| 2025-05-10 13:08:55,769 INFO Train: 44/80 ( 55%) [ 620/621 (100%)] Loss: 1.070 (0.941) LR: 2.561e-03 Time cost: 02:17/00:00 [2:09:47/1:22:28] Acc_iter 27324 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:09:34,699 INFO Train: 45/80 ( 56%) [ 0/621 ( 0%)] Loss: 0.9117 (0.912) LR: 2.561e-03 Time cost: 00:00/06:51 [2:10:25/4:06:46] Acc_iter 27325 Data time: 0.41(0.41) Forward time: 0.68(0.68) Batch time: 1.09(1.09) |
| 2025-05-10 13:09:40,275 INFO Train: 45/80 ( 56%) [ 25/621 ( 4%)] Loss: 1.100 (0.972) LR: 2.558e-03 Time cost: 00:06/02:23 [2:10:31/1:29:18] Acc_iter 27350 Data time: 0.00(0.02) Forward time: 0.27(0.24) Batch time: 0.27(0.26) |
| 2025-05-10 13:09:51,198 INFO Train: 45/80 ( 56%) [ 75/621 ( 12%)] Loss: 1.234 (0.940) LR: 2.552e-03 Time cost: 00:17/02:03 [2:10:42/1:23:51] Acc_iter 27400 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:10:02,348 INFO Train: 45/80 ( 56%) [ 125/621 ( 20%)] Loss: 0.8842 (0.935) LR: 2.547e-03 Time cost: 00:28/01:51 [2:10:53/1:23:15] Acc_iter 27450 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:10:02,521 INFO |
| 2025-05-10 13:10:13,546 INFO Train: 45/80 ( 56%) [ 175/621 ( 28%)] Loss: 0.7734 (0.942) LR: 2.541e-03 Time cost: 00:39/01:40 [2:11:04/1:22:59] Acc_iter 27500 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:10:24,373 INFO Train: 45/80 ( 56%) [ 225/621 ( 36%)] Loss: 0.9306 (0.940) LR: 2.535e-03 Time cost: 00:50/01:28 [2:11:15/1:22:09] Acc_iter 27550 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:10:35,145 INFO Train: 45/80 ( 56%) [ 275/621 ( 44%)] Loss: 0.8523 (0.932) LR: 2.529e-03 Time cost: 01:01/01:16 [2:11:26/1:21:28] Acc_iter 27600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:10:35,320 INFO |
| 2025-05-10 13:10:46,292 INFO Train: 45/80 ( 56%) [ 325/621 ( 52%)] Loss: 0.9740 (0.932) LR: 2.524e-03 Time cost: 01:12/01:05 [2:11:37/1:21:23] Acc_iter 27650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:10:57,328 INFO Train: 45/80 ( 56%) [ 375/621 ( 60%)] Loss: 1.036 (0.936) LR: 2.518e-03 Time cost: 01:23/00:54 [2:11:48/1:21:09] Acc_iter 27700 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:11:08,093 INFO Train: 45/80 ( 56%) [ 425/621 ( 68%)] Loss: 0.8590 (0.931) LR: 2.512e-03 Time cost: 01:34/00:43 [2:11:59/1:20:42] Acc_iter 27750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:11:08,267 INFO |
| 2025-05-10 13:11:19,205 INFO Train: 45/80 ( 56%) [ 475/621 ( 76%)] Loss: 1.012 (0.932) LR: 2.506e-03 Time cost: 01:45/00:32 [2:12:10/1:20:34] Acc_iter 27800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:11:29,930 INFO Train: 45/80 ( 56%) [ 525/621 ( 85%)] Loss: 1.314 (0.935) LR: 2.500e-03 Time cost: 01:55/00:21 [2:12:21/1:20:10] Acc_iter 27850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:11:40,851 INFO Train: 45/80 ( 56%) [ 575/621 ( 93%)] Loss: 0.9595 (0.936) LR: 2.494e-03 Time cost: 02:06/00:10 [2:12:32/1:19:55] Acc_iter 27900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:11:41,026 INFO |
| 2025-05-10 13:11:50,706 INFO Train: 45/80 ( 56%) [ 620/621 (100%)] Loss: 0.8211 (0.935) LR: 2.489e-03 Time cost: 02:16/00:00 [2:12:41/1:19:43] Acc_iter 27945 Data time: 0.00(0.00) Forward time: 0.10(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:12:30,269 INFO Train: 46/80 ( 58%) [ 0/621 ( 0%)] Loss: 0.9000 (0.900) LR: 2.489e-03 Time cost: 00:00/07:12 [2:13:21/4:12:34] Acc_iter 27946 Data time: 0.42(0.42) Forward time: 1.02(1.02) Batch time: 1.44(1.44) |
| 2025-05-10 13:12:31,157 INFO Train: 46/80 ( 58%) [ 4/621 ( 1%)] Loss: 0.9835 (0.978) LR: 2.489e-03 Time cost: 00:01/03:15 [2:13:22/1:54:47] Acc_iter 27950 Data time: 0.00(0.09) Forward time: 0.24(0.38) Batch time: 0.24(0.47) |
| 2025-05-10 13:12:42,056 INFO Train: 46/80 ( 58%) [ 54/621 ( 9%)] Loss: 1.274 (0.951) LR: 2.483e-03 Time cost: 00:12/02:08 [2:13:33/1:22:01] Acc_iter 28000 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 13:12:53,307 INFO Train: 46/80 ( 58%) [ 104/621 ( 17%)] Loss: 1.061 (0.936) LR: 2.477e-03 Time cost: 00:23/01:56 [2:13:44/1:21:29] Acc_iter 28050 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.23) |
| 2025-05-10 13:12:53,535 INFO |
| 2025-05-10 13:13:04,711 INFO Train: 46/80 ( 58%) [ 154/621 ( 25%)] Loss: 0.8955 (0.933) LR: 2.471e-03 Time cost: 00:35/01:45 [2:13:55/1:21:32] Acc_iter 28100 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.22(0.23) |
| 2025-05-10 13:13:15,705 INFO Train: 46/80 ( 58%) [ 204/621 ( 33%)] Loss: 0.8971 (0.929) LR: 2.465e-03 Time cost: 00:46/01:33 [2:14:06/1:20:45] Acc_iter 28150 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:13:26,689 INFO Train: 46/80 ( 58%) [ 254/621 ( 41%)] Loss: 0.8150 (0.926) LR: 2.458e-03 Time cost: 00:57/01:22 [2:14:17/1:20:11] Acc_iter 28200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:13:26,908 INFO |
| 2025-05-10 13:13:37,721 INFO Train: 46/80 ( 58%) [ 304/621 ( 49%)] Loss: 0.8164 (0.925) LR: 2.452e-03 Time cost: 01:08/01:10 [2:14:28/1:19:48] Acc_iter 28250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:13:48,702 INFO Train: 46/80 ( 58%) [ 354/621 ( 57%)] Loss: 1.024 (0.927) LR: 2.446e-03 Time cost: 01:19/00:59 [2:14:39/1:19:25] Acc_iter 28300 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:13:59,625 INFO Train: 46/80 ( 58%) [ 404/621 ( 65%)] Loss: 0.8313 (0.927) LR: 2.440e-03 Time cost: 01:30/00:48 [2:14:50/1:19:03] Acc_iter 28350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:13:59,845 INFO |
| 2025-05-10 13:14:10,841 INFO Train: 46/80 ( 58%) [ 454/621 ( 73%)] Loss: 1.035 (0.929) LR: 2.434e-03 Time cost: 01:41/00:37 [2:15:02/1:18:56] Acc_iter 28400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:14:21,636 INFO Train: 46/80 ( 58%) [ 504/621 ( 81%)] Loss: 1.099 (0.926) LR: 2.428e-03 Time cost: 01:52/00:25 [2:15:12/1:18:31] Acc_iter 28450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:14:32,614 INFO Train: 46/80 ( 58%) [ 554/621 ( 89%)] Loss: 0.7339 (0.927) LR: 2.422e-03 Time cost: 02:03/00:14 [2:15:23/1:18:15] Acc_iter 28500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:14:32,835 INFO |
| 2025-05-10 13:14:43,679 INFO Train: 46/80 ( 58%) [ 604/621 ( 97%)] Loss: 1.055 (0.929) LR: 2.415e-03 Time cost: 02:14/00:03 [2:15:34/1:18:03] Acc_iter 28550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:14:47,123 INFO Train: 46/80 ( 58%) [ 620/621 (100%)] Loss: 1.008 (0.929) LR: 2.413e-03 Time cost: 02:17/00:00 [2:15:38/1:17:56] Acc_iter 28566 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:15:25,706 INFO Train: 47/80 ( 59%) [ 0/621 ( 0%)] Loss: 0.9131 (0.913) LR: 2.413e-03 Time cost: 00:01/11:29 [2:16:16/6:30:55] Acc_iter 28567 Data time: 0.43(0.43) Forward time: 0.46(0.46) Batch time: 0.89(0.89) |
| 2025-05-10 13:15:32,890 INFO Train: 47/80 ( 59%) [ 33/621 ( 5%)] Loss: 0.8444 (0.955) LR: 2.409e-03 Time cost: 00:08/02:23 [2:16:24/1:25:42] Acc_iter 28600 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.24) |
| 2025-05-10 13:15:43,954 INFO Train: 47/80 ( 59%) [ 83/621 ( 13%)] Loss: 0.7010 (0.921) LR: 2.403e-03 Time cost: 00:19/02:03 [2:16:35/1:20:46] Acc_iter 28650 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:15:44,134 INFO |
| 2025-05-10 13:15:55,040 INFO Train: 47/80 ( 59%) [ 133/621 ( 21%)] Loss: 0.7803 (0.917) LR: 2.396e-03 Time cost: 00:30/01:50 [2:16:46/1:19:26] Acc_iter 28700 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 13:16:06,066 INFO Train: 47/80 ( 59%) [ 183/621 ( 29%)] Loss: 0.8916 (0.916) LR: 2.390e-03 Time cost: 00:41/01:38 [2:16:57/1:18:37] Acc_iter 28750 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:16:17,089 INFO Train: 47/80 ( 59%) [ 233/621 ( 38%)] Loss: 0.8920 (0.917) LR: 2.384e-03 Time cost: 00:52/01:27 [2:17:08/1:18:04] Acc_iter 28800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:16:17,265 INFO |
| 2025-05-10 13:16:28,145 INFO Train: 47/80 ( 59%) [ 283/621 ( 46%)] Loss: 0.5737 (0.913) LR: 2.377e-03 Time cost: 01:03/01:15 [2:17:19/1:17:41] Acc_iter 28850 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:16:39,215 INFO Train: 47/80 ( 59%) [ 333/621 ( 54%)] Loss: 0.8096 (0.916) LR: 2.371e-03 Time cost: 01:14/01:04 [2:17:30/1:17:22] Acc_iter 28900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:16:50,227 INFO Train: 47/80 ( 59%) [ 383/621 ( 62%)] Loss: 0.8023 (0.913) LR: 2.364e-03 Time cost: 01:25/00:53 [2:17:41/1:17:02] Acc_iter 28950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:16:50,398 INFO |
| 2025-05-10 13:17:01,298 INFO Train: 47/80 ( 59%) [ 433/621 ( 70%)] Loss: 0.9965 (0.913) LR: 2.358e-03 Time cost: 01:36/00:41 [2:17:52/1:16:48] Acc_iter 29000 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:17:12,270 INFO Train: 47/80 ( 59%) [ 483/621 ( 78%)] Loss: 0.9098 (0.916) LR: 2.351e-03 Time cost: 01:47/00:30 [2:18:03/1:16:29] Acc_iter 29050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:17:23,256 INFO Train: 47/80 ( 59%) [ 533/621 ( 86%)] Loss: 0.9536 (0.916) LR: 2.345e-03 Time cost: 01:58/00:19 [2:18:14/1:16:13] Acc_iter 29100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:17:23,429 INFO |
| 2025-05-10 13:17:34,169 INFO Train: 47/80 ( 59%) [ 583/621 ( 94%)] Loss: 0.9479 (0.918) LR: 2.338e-03 Time cost: 02:09/00:08 [2:18:25/1:15:55] Acc_iter 29150 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:17:42,060 INFO Train: 47/80 ( 59%) [ 620/621 (100%)] Loss: 1.255 (0.918) LR: 2.333e-03 Time cost: 02:17/00:00 [2:18:33/1:15:36] Acc_iter 29187 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:18:20,884 INFO Train: 48/80 ( 60%) [ 0/621 ( 0%)] Loss: 1.003 (1.00) LR: 2.333e-03 Time cost: 00:01/16:59 [2:19:12/9:20:50] Acc_iter 29188 Data time: 0.47(0.47) Forward time: 0.76(0.76) Batch time: 1.23(1.23) |
| 2025-05-10 13:18:23,538 INFO Train: 48/80 ( 60%) [ 12/621 ( 2%)] Loss: 0.7793 (0.908) LR: 2.332e-03 Time cost: 00:04/03:21 [2:19:14/1:52:48] Acc_iter 29200 Data time: 0.00(0.04) Forward time: 0.24(0.26) Batch time: 0.24(0.30) |
| 2025-05-10 13:18:34,445 INFO Train: 48/80 ( 60%) [ 62/621 ( 10%)] Loss: 0.8067 (0.911) LR: 2.325e-03 Time cost: 00:15/02:14 [2:19:25/1:22:10] Acc_iter 29250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:18:34,621 INFO |
| 2025-05-10 13:18:45,626 INFO Train: 48/80 ( 60%) [ 112/621 ( 18%)] Loss: 1.003 (0.903) LR: 2.319e-03 Time cost: 00:26/01:58 [2:19:36/1:19:18] Acc_iter 29300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:18:56,534 INFO Train: 48/80 ( 60%) [ 162/621 ( 26%)] Loss: 1.013 (0.906) LR: 2.312e-03 Time cost: 00:37/01:45 [2:19:47/1:17:31] Acc_iter 29350 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:19:07,361 INFO Train: 48/80 ( 60%) [ 212/621 ( 34%)] Loss: 0.9883 (0.902) LR: 2.305e-03 Time cost: 00:48/01:32 [2:19:58/1:16:21] Acc_iter 29400 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:19:07,536 INFO |
| 2025-05-10 13:19:18,476 INFO Train: 48/80 ( 60%) [ 262/621 ( 42%)] Loss: 0.8795 (0.906) LR: 2.299e-03 Time cost: 00:59/01:20 [2:20:09/1:15:56] Acc_iter 29450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:19:29,399 INFO Train: 48/80 ( 60%) [ 312/621 ( 50%)] Loss: 0.9512 (0.908) LR: 2.292e-03 Time cost: 01:10/01:09 [2:20:20/1:15:23] Acc_iter 29500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:19:40,312 INFO Train: 48/80 ( 60%) [ 362/621 ( 58%)] Loss: 0.8216 (0.907) LR: 2.285e-03 Time cost: 01:21/00:57 [2:20:31/1:14:55] Acc_iter 29550 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:19:40,487 INFO |
| 2025-05-10 13:19:51,427 INFO Train: 48/80 ( 60%) [ 412/621 ( 66%)] Loss: 1.186 (0.905) LR: 2.278e-03 Time cost: 01:32/00:46 [2:20:42/1:14:42] Acc_iter 29600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:20:02,405 INFO Train: 48/80 ( 60%) [ 462/621 ( 74%)] Loss: 0.8910 (0.909) LR: 2.272e-03 Time cost: 01:43/00:35 [2:20:53/1:14:23] Acc_iter 29650 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:20:13,272 INFO Train: 48/80 ( 60%) [ 512/621 ( 82%)] Loss: 0.8962 (0.911) LR: 2.265e-03 Time cost: 01:54/00:24 [2:21:04/1:14:01] Acc_iter 29700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:20:13,451 INFO |
| 2025-05-10 13:20:24,449 INFO Train: 48/80 ( 60%) [ 562/621 ( 90%)] Loss: 0.8484 (0.913) LR: 2.258e-03 Time cost: 02:05/00:13 [2:21:15/1:13:52] Acc_iter 29750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:20:35,355 INFO Train: 48/80 ( 60%) [ 612/621 ( 99%)] Loss: 1.401 (0.912) LR: 2.251e-03 Time cost: 02:16/00:01 [2:21:26/1:13:34] Acc_iter 29800 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:20:36,962 INFO Train: 48/80 ( 60%) [ 620/621 (100%)] Loss: 0.7875 (0.912) LR: 2.250e-03 Time cost: 02:17/00:00 [2:21:28/1:13:27] Acc_iter 29808 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 13:21:16,010 INFO Train: 49/80 ( 61%) [ 0/621 ( 0%)] Loss: 0.8244 (0.824) LR: 2.250e-03 Time cost: 00:01/15:39 [2:22:07/8:21:10] Acc_iter 29809 Data time: 0.45(0.45) Forward time: 0.69(0.69) Batch time: 1.14(1.14) |
| 2025-05-10 13:21:25,052 INFO Train: 49/80 ( 61%) [ 41/621 ( 7%)] Loss: 0.9937 (0.922) LR: 2.244e-03 Time cost: 00:10/02:25 [2:22:16/1:23:03] Acc_iter 29850 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 13:21:25,226 INFO |
| 2025-05-10 13:21:36,225 INFO Train: 49/80 ( 61%) [ 91/621 ( 15%)] Loss: 0.8822 (0.915) LR: 2.238e-03 Time cost: 00:21/02:05 [2:22:27/1:17:51] Acc_iter 29900 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:21:47,247 INFO Train: 49/80 ( 61%) [ 141/621 ( 23%)] Loss: 0.8115 (0.918) LR: 2.231e-03 Time cost: 00:32/01:50 [2:22:38/1:15:50] Acc_iter 29950 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:21:58,070 INFO Train: 49/80 ( 61%) [ 191/621 ( 31%)] Loss: 1.086 (0.915) LR: 2.224e-03 Time cost: 00:43/01:37 [2:22:49/1:14:26] Acc_iter 30000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:21:58,240 INFO |
| 2025-05-10 13:22:09,319 INFO Train: 49/80 ( 61%) [ 241/621 ( 39%)] Loss: 0.9901 (0.916) LR: 2.217e-03 Time cost: 00:54/01:26 [2:23:00/1:14:07] Acc_iter 30050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:22:20,243 INFO Train: 49/80 ( 61%) [ 291/621 ( 47%)] Loss: 0.8038 (0.913) LR: 2.210e-03 Time cost: 01:05/01:14 [2:23:11/1:13:28] Acc_iter 30100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:22:31,141 INFO Train: 49/80 ( 61%) [ 341/621 ( 55%)] Loss: 0.8155 (0.912) LR: 2.203e-03 Time cost: 01:16/01:02 [2:23:22/1:12:57] Acc_iter 30150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:22:31,316 INFO |
| 2025-05-10 13:22:42,346 INFO Train: 49/80 ( 61%) [ 391/621 ( 63%)] Loss: 0.8412 (0.909) LR: 2.196e-03 Time cost: 01:27/00:51 [2:23:33/1:12:45] Acc_iter 30200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:22:53,187 INFO Train: 49/80 ( 61%) [ 441/621 ( 71%)] Loss: 0.8671 (0.906) LR: 2.189e-03 Time cost: 01:38/00:40 [2:23:44/1:12:18] Acc_iter 30250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:23:03,882 INFO Train: 49/80 ( 61%) [ 491/621 ( 79%)] Loss: 0.9748 (0.908) LR: 2.182e-03 Time cost: 01:49/00:28 [2:23:55/1:11:48] Acc_iter 30300 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:23:04,054 INFO |
| 2025-05-10 13:23:14,979 INFO Train: 49/80 ( 61%) [ 541/621 ( 87%)] Loss: 1.020 (0.905) LR: 2.175e-03 Time cost: 02:00/00:17 [2:24:06/1:11:37] Acc_iter 30350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:23:26,084 INFO Train: 49/80 ( 61%) [ 591/621 ( 95%)] Loss: 0.8777 (0.904) LR: 2.168e-03 Time cost: 02:11/00:06 [2:24:17/1:11:25] Acc_iter 30400 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:23:32,231 INFO Train: 49/80 ( 61%) [ 620/621 (100%)] Loss: 0.9979 (0.903) LR: 2.164e-03 Time cost: 02:17/00:00 [2:24:23/1:11:09] Acc_iter 30429 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:24:10,754 INFO Train: 50/80 ( 62%) [ 0/621 ( 0%)] Loss: 1.018 (1.02) LR: 2.163e-03 Time cost: 00:00/07:56 [2:25:02/4:06:08] Acc_iter 30430 Data time: 0.44(0.44) Forward time: 0.58(0.58) Batch time: 1.03(1.03) |
| 2025-05-10 13:24:15,094 INFO Train: 50/80 ( 62%) [ 20/621 ( 3%)] Loss: 0.8382 (0.918) LR: 2.161e-03 Time cost: 00:05/02:26 [2:25:06/1:17:57] Acc_iter 30450 Data time: 0.00(0.02) Forward time: 0.20(0.23) Batch time: 0.21(0.26) |
| 2025-05-10 13:24:15,312 INFO |
| 2025-05-10 13:24:26,313 INFO Train: 50/80 ( 62%) [ 70/621 ( 11%)] Loss: 0.9165 (0.921) LR: 2.153e-03 Time cost: 00:16/02:06 [2:25:17/1:13:30] Acc_iter 30500 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:24:37,265 INFO Train: 50/80 ( 62%) [ 120/621 ( 19%)] Loss: 1.072 (0.901) LR: 2.146e-03 Time cost: 00:27/01:52 [2:25:28/1:11:52] Acc_iter 30550 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:24:48,276 INFO Train: 50/80 ( 62%) [ 170/621 ( 27%)] Loss: 0.9350 (0.905) LR: 2.139e-03 Time cost: 00:38/01:40 [2:25:39/1:11:12] Acc_iter 30600 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:24:48,497 INFO |
| 2025-05-10 13:24:59,681 INFO Train: 50/80 ( 62%) [ 220/621 ( 35%)] Loss: 0.7666 (0.901) LR: 2.132e-03 Time cost: 00:49/01:30 [2:25:50/1:11:19] Acc_iter 30650 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:25:10,600 INFO Train: 50/80 ( 62%) [ 270/621 ( 43%)] Loss: 1.058 (0.901) LR: 2.125e-03 Time cost: 01:00/01:18 [2:26:01/1:10:45] Acc_iter 30700 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:25:21,626 INFO Train: 50/80 ( 62%) [ 320/621 ( 52%)] Loss: 0.8561 (0.902) LR: 2.118e-03 Time cost: 01:11/01:07 [2:26:12/1:10:24] Acc_iter 30750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:25:21,845 INFO |
| 2025-05-10 13:25:32,832 INFO Train: 50/80 ( 62%) [ 370/621 ( 60%)] Loss: 0.9709 (0.902) LR: 2.110e-03 Time cost: 01:22/00:56 [2:26:24/1:10:16] Acc_iter 30800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:25:43,707 INFO Train: 50/80 ( 62%) [ 420/621 ( 68%)] Loss: 1.023 (0.903) LR: 2.103e-03 Time cost: 01:33/00:44 [2:26:34/1:09:52] Acc_iter 30850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:25:54,611 INFO Train: 50/80 ( 62%) [ 470/621 ( 76%)] Loss: 0.7953 (0.900) LR: 2.096e-03 Time cost: 01:44/00:33 [2:26:45/1:09:31] Acc_iter 30900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:25:54,831 INFO |
| 2025-05-10 13:26:05,824 INFO Train: 50/80 ( 62%) [ 520/621 ( 84%)] Loss: 1.134 (0.902) LR: 2.089e-03 Time cost: 01:55/00:22 [2:26:57/1:09:24] Acc_iter 30950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:26:16,795 INFO Train: 50/80 ( 62%) [ 570/621 ( 92%)] Loss: 0.6926 (0.901) LR: 2.081e-03 Time cost: 02:06/00:11 [2:27:08/1:09:08] Acc_iter 31000 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:26:27,509 INFO Train: 50/80 ( 62%) [ 620/621 (100%)] Loss: 1.040 (0.898) LR: 2.074e-03 Time cost: 02:17/00:00 [2:27:18/1:08:45] Acc_iter 31050 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:26:27,732 INFO |
| 2025-05-10 13:27:07,554 INFO Train: 51/80 ( 64%) [ 0/621 ( 0%)] Loss: 0.9106 (0.911) LR: 2.074e-03 Time cost: 00:00/07:22 [2:27:58/3:41:23] Acc_iter 31051 Data time: 0.42(0.42) Forward time: 1.23(1.23) Batch time: 1.65(1.65) |
| 2025-05-10 13:27:18,278 INFO Train: 51/80 ( 64%) [ 49/621 ( 8%)] Loss: 0.9786 (0.915) LR: 2.067e-03 Time cost: 00:11/02:10 [2:28:09/1:10:50] Acc_iter 31100 Data time: 0.00(0.01) Forward time: 0.20(0.24) Batch time: 0.21(0.25) |
| 2025-05-10 13:27:29,360 INFO Train: 51/80 ( 64%) [ 99/621 ( 16%)] Loss: 0.7377 (0.923) LR: 2.060e-03 Time cost: 00:22/01:57 [2:28:20/1:09:32] Acc_iter 31150 Data time: 0.00(0.01) Forward time: 0.24(0.23) Batch time: 0.24(0.23) |
| 2025-05-10 13:27:40,400 INFO Train: 51/80 ( 64%) [ 149/621 ( 24%)] Loss: 1.010 (0.901) LR: 2.052e-03 Time cost: 00:33/01:45 [2:28:31/1:08:54] Acc_iter 31200 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:27:40,621 INFO |
| 2025-05-10 13:27:51,755 INFO Train: 51/80 ( 64%) [ 199/621 ( 32%)] Loss: 0.8261 (0.900) LR: 2.045e-03 Time cost: 00:44/01:34 [2:28:43/1:08:59] Acc_iter 31250 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:28:02,748 INFO Train: 51/80 ( 64%) [ 249/621 ( 40%)] Loss: 0.8964 (0.900) LR: 2.037e-03 Time cost: 00:55/01:23 [2:28:54/1:08:30] Acc_iter 31300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:28:13,592 INFO Train: 51/80 ( 64%) [ 299/621 ( 48%)] Loss: 0.8386 (0.895) LR: 2.030e-03 Time cost: 01:06/01:11 [2:29:04/1:07:58] Acc_iter 31350 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:28:13,810 INFO |
| 2025-05-10 13:28:24,824 INFO Train: 51/80 ( 64%) [ 349/621 ( 56%)] Loss: 0.8453 (0.892) LR: 2.023e-03 Time cost: 01:17/01:00 [2:29:16/1:07:53] Acc_iter 31400 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:28:35,846 INFO Train: 51/80 ( 64%) [ 399/621 ( 64%)] Loss: 1.171 (0.891) LR: 2.015e-03 Time cost: 01:29/00:49 [2:29:27/1:07:36] Acc_iter 31450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:28:46,704 INFO Train: 51/80 ( 64%) [ 449/621 ( 72%)] Loss: 0.9263 (0.891) LR: 2.008e-03 Time cost: 01:39/00:38 [2:29:37/1:07:14] Acc_iter 31500 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:28:46,893 INFO |
| 2025-05-10 13:28:57,955 INFO Train: 51/80 ( 64%) [ 499/621 ( 80%)] Loss: 1.028 (0.888) LR: 2.000e-03 Time cost: 01:51/00:27 [2:29:49/1:07:09] Acc_iter 31550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:29:08,810 INFO Train: 51/80 ( 64%) [ 549/621 ( 88%)] Loss: 0.8971 (0.889) LR: 1.993e-03 Time cost: 02:01/00:15 [2:30:00/1:06:49] Acc_iter 31600 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:29:19,600 INFO Train: 51/80 ( 64%) [ 599/621 ( 96%)] Loss: 0.8829 (0.888) LR: 1.985e-03 Time cost: 02:12/00:04 [2:30:10/1:06:29] Acc_iter 31650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:29:19,773 INFO |
| 2025-05-10 13:29:24,288 INFO Train: 51/80 ( 64%) [ 620/621 (100%)] Loss: 0.7178 (0.887) LR: 1.982e-03 Time cost: 02:17/00:00 [2:30:15/1:06:26] Acc_iter 31671 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:30:03,831 INFO Train: 52/80 ( 65%) [ 0/621 ( 0%)] Loss: 0.8314 (0.831) LR: 1.982e-03 Time cost: 00:01/15:11 [2:30:55/7:20:43] Acc_iter 31672 Data time: 0.43(0.43) Forward time: 0.67(0.67) Batch time: 1.10(1.10) |
| 2025-05-10 13:30:09,997 INFO Train: 52/80 ( 65%) [ 28/621 ( 5%)] Loss: 0.8639 (0.915) LR: 1.978e-03 Time cost: 00:07/02:36 [2:31:01/1:18:53] Acc_iter 31700 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 13:30:20,993 INFO Train: 52/80 ( 65%) [ 78/621 ( 13%)] Loss: 0.8145 (0.905) LR: 1.970e-03 Time cost: 00:18/02:08 [2:31:12/1:10:28] Acc_iter 31750 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:30:32,120 INFO Train: 52/80 ( 65%) [ 128/621 ( 21%)] Loss: 0.8818 (0.892) LR: 1.963e-03 Time cost: 00:29/01:53 [2:31:23/1:08:44] Acc_iter 31800 Data time: 0.00(0.01) Forward time: 0.18(0.22) Batch time: 0.18(0.23) |
| 2025-05-10 13:30:32,341 INFO |
| 2025-05-10 13:30:43,233 INFO Train: 52/80 ( 65%) [ 178/621 ( 29%)] Loss: 0.8456 (0.897) LR: 1.955e-03 Time cost: 00:40/01:41 [2:31:34/1:07:51] Acc_iter 31850 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:30:54,225 INFO Train: 52/80 ( 65%) [ 228/621 ( 37%)] Loss: 0.7867 (0.893) LR: 1.948e-03 Time cost: 00:51/01:29 [2:31:45/1:07:06] Acc_iter 31900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:31:05,287 INFO Train: 52/80 ( 65%) [ 278/621 ( 45%)] Loss: 0.8660 (0.889) LR: 1.940e-03 Time cost: 01:02/01:17 [2:31:56/1:06:39] Acc_iter 31950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:31:05,507 INFO |
| 2025-05-10 13:31:16,589 INFO Train: 52/80 ( 65%) [ 328/621 ( 53%)] Loss: 0.9249 (0.891) LR: 1.933e-03 Time cost: 01:14/01:06 [2:32:07/1:06:29] Acc_iter 32000 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:31:27,727 INFO Train: 52/80 ( 65%) [ 378/621 ( 61%)] Loss: 1.186 (0.893) LR: 1.925e-03 Time cost: 01:25/00:54 [2:32:18/1:06:11] Acc_iter 32050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:31:38,830 INFO Train: 52/80 ( 65%) [ 428/621 ( 69%)] Loss: 0.9045 (0.891) LR: 1.918e-03 Time cost: 01:36/00:43 [2:32:30/1:05:53] Acc_iter 32100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:31:39,052 INFO |
| 2025-05-10 13:31:50,180 INFO Train: 52/80 ( 65%) [ 478/621 ( 77%)] Loss: 0.7821 (0.889) LR: 1.910e-03 Time cost: 01:47/00:32 [2:32:41/1:05:46] Acc_iter 32150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:32:01,071 INFO Train: 52/80 ( 65%) [ 528/621 ( 85%)] Loss: 1.286 (0.890) LR: 1.902e-03 Time cost: 01:58/00:20 [2:32:52/1:05:22] Acc_iter 32200 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:32:12,027 INFO Train: 52/80 ( 65%) [ 578/621 ( 93%)] Loss: 0.8386 (0.886) LR: 1.895e-03 Time cost: 02:09/00:09 [2:33:03/1:05:03] Acc_iter 32250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:32:12,206 INFO |
| 2025-05-10 13:32:21,180 INFO Train: 52/80 ( 65%) [ 620/621 (100%)] Loss: 0.9179 (0.886) LR: 1.888e-03 Time cost: 02:18/00:00 [2:33:12/1:04:47] Acc_iter 32292 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:33:00,391 INFO Train: 53/80 ( 66%) [ 0/621 ( 0%)] Loss: 0.8360 (0.836) LR: 1.888e-03 Time cost: 00:00/07:42 [2:33:51/3:35:44] Acc_iter 32293 Data time: 0.46(0.46) Forward time: 0.59(0.59) Batch time: 1.05(1.05) |
| 2025-05-10 13:33:01,885 INFO Train: 53/80 ( 66%) [ 7/621 ( 1%)] Loss: 0.8493 (0.819) LR: 1.887e-03 Time cost: 00:02/02:51 [2:33:53/1:21:03] Acc_iter 32300 Data time: 0.00(0.06) Forward time: 0.22(0.26) Batch time: 0.23(0.32) |
| 2025-05-10 13:33:12,749 INFO Train: 53/80 ( 66%) [ 57/621 ( 9%)] Loss: 0.7569 (0.870) LR: 1.880e-03 Time cost: 00:13/02:07 [2:34:04/1:05:15] Acc_iter 32350 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:33:23,730 INFO Train: 53/80 ( 66%) [ 107/621 ( 17%)] Loss: 0.6998 (0.866) LR: 1.872e-03 Time cost: 00:24/01:54 [2:34:14/1:04:13] Acc_iter 32400 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:33:23,947 INFO |
| 2025-05-10 13:33:34,783 INFO Train: 53/80 ( 66%) [ 157/621 ( 25%)] Loss: 0.8648 (0.877) LR: 1.864e-03 Time cost: 00:35/01:43 [2:34:26/1:03:51] Acc_iter 32450 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:33:45,844 INFO Train: 53/80 ( 66%) [ 207/621 ( 33%)] Loss: 1.036 (0.874) LR: 1.857e-03 Time cost: 00:46/01:31 [2:34:37/1:03:35] Acc_iter 32500 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:33:56,591 INFO Train: 53/80 ( 66%) [ 257/621 ( 41%)] Loss: 0.9758 (0.871) LR: 1.849e-03 Time cost: 00:56/01:20 [2:34:47/1:03:01] Acc_iter 32550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:33:56,810 INFO |
| 2025-05-10 13:34:07,789 INFO Train: 53/80 ( 66%) [ 307/621 ( 49%)] Loss: 0.8154 (0.871) LR: 1.841e-03 Time cost: 01:08/01:09 [2:34:59/1:02:59] Acc_iter 32600 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:34:18,760 INFO Train: 53/80 ( 66%) [ 357/621 ( 57%)] Loss: 0.7266 (0.874) LR: 1.833e-03 Time cost: 01:19/00:58 [2:35:10/1:02:43] Acc_iter 32650 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:34:29,917 INFO Train: 53/80 ( 66%) [ 407/621 ( 66%)] Loss: 0.9255 (0.872) LR: 1.826e-03 Time cost: 01:30/00:47 [2:35:21/1:02:37] Acc_iter 32700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:34:30,134 INFO |
| 2025-05-10 13:34:41,097 INFO Train: 53/80 ( 66%) [ 457/621 ( 74%)] Loss: 0.8052 (0.870) LR: 1.818e-03 Time cost: 01:41/00:36 [2:35:32/1:02:30] Acc_iter 32750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:34:52,137 INFO Train: 53/80 ( 66%) [ 507/621 ( 82%)] Loss: 0.9794 (0.872) LR: 1.810e-03 Time cost: 01:52/00:25 [2:35:43/1:02:18] Acc_iter 32800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:35:03,250 INFO Train: 53/80 ( 66%) [ 557/621 ( 90%)] Loss: 0.7367 (0.872) LR: 1.803e-03 Time cost: 02:03/00:14 [2:35:54/1:02:08] Acc_iter 32850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:35:03,469 INFO |
| 2025-05-10 13:35:14,437 INFO Train: 53/80 ( 66%) [ 607/621 ( 98%)] Loss: 0.8315 (0.871) LR: 1.795e-03 Time cost: 02:14/00:03 [2:36:05/1:02:00] Acc_iter 32900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:35:17,129 INFO Train: 53/80 ( 66%) [ 620/621 (100%)] Loss: 0.8784 (0.871) LR: 1.793e-03 Time cost: 02:17/00:00 [2:36:08/1:01:52] Acc_iter 32913 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 13:35:55,631 INFO Train: 54/80 ( 68%) [ 0/621 ( 0%)] Loss: 0.8833 (0.883) LR: 1.793e-03 Time cost: 00:00/08:27 [2:36:46/3:48:34] Acc_iter 32914 Data time: 0.44(0.44) Forward time: 0.35(0.35) Batch time: 0.78(0.78) |
| 2025-05-10 13:36:03,526 INFO Train: 54/80 ( 68%) [ 36/621 ( 6%)] Loss: 0.8146 (0.858) LR: 1.787e-03 Time cost: 00:08/02:17 [2:36:54/1:05:39] Acc_iter 32950 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 13:36:14,398 INFO Train: 54/80 ( 68%) [ 86/621 ( 14%)] Loss: 0.9610 (0.867) LR: 1.779e-03 Time cost: 00:19/02:00 [2:37:05/1:02:35] Acc_iter 33000 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:36:14,631 INFO |
| 2025-05-10 13:36:25,530 INFO Train: 54/80 ( 68%) [ 136/621 ( 22%)] Loss: 0.7304 (0.864) LR: 1.772e-03 Time cost: 00:30/01:48 [2:37:16/1:02:08] Acc_iter 33050 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:36:36,436 INFO Train: 54/80 ( 68%) [ 186/621 ( 30%)] Loss: 0.7392 (0.856) LR: 1.764e-03 Time cost: 00:41/01:36 [2:37:27/1:01:30] Acc_iter 33100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:36:47,434 INFO Train: 54/80 ( 68%) [ 236/621 ( 38%)] Loss: 0.9644 (0.861) LR: 1.756e-03 Time cost: 00:52/01:25 [2:37:38/1:01:10] Acc_iter 33150 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:36:47,655 INFO |
| 2025-05-10 13:36:58,467 INFO Train: 54/80 ( 68%) [ 286/621 ( 46%)] Loss: 0.8419 (0.860) LR: 1.748e-03 Time cost: 01:03/01:14 [2:37:49/1:00:55] Acc_iter 33200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:37:09,376 INFO Train: 54/80 ( 68%) [ 336/621 ( 54%)] Loss: 0.9195 (0.856) LR: 1.740e-03 Time cost: 01:14/01:03 [2:38:00/1:00:35] Acc_iter 33250 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:37:20,487 INFO Train: 54/80 ( 68%) [ 386/621 ( 62%)] Loss: 0.8480 (0.859) LR: 1.733e-03 Time cost: 01:25/00:52 [2:38:11/1:00:26] Acc_iter 33300 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:37:20,708 INFO |
| 2025-05-10 13:37:31,811 INFO Train: 54/80 ( 68%) [ 436/621 ( 70%)] Loss: 0.7764 (0.863) LR: 1.725e-03 Time cost: 01:36/00:41 [2:38:23/1:00:24] Acc_iter 33350 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:37:42,686 INFO Train: 54/80 ( 68%) [ 486/621 ( 78%)] Loss: 0.9178 (0.864) LR: 1.717e-03 Time cost: 01:47/00:29 [2:38:33/1:00:06] Acc_iter 33400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:37:53,727 INFO Train: 54/80 ( 68%) [ 536/621 ( 86%)] Loss: 0.7910 (0.864) LR: 1.709e-03 Time cost: 01:58/00:18 [2:38:44/59:54] Acc_iter 33450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:37:53,948 INFO |
| 2025-05-10 13:38:04,955 INFO Train: 54/80 ( 68%) [ 586/621 ( 94%)] Loss: 1.020 (0.864) LR: 1.701e-03 Time cost: 02:10/00:07 [2:38:56/59:47] Acc_iter 33500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:38:12,407 INFO Train: 54/80 ( 68%) [ 620/621 (100%)] Loss: 0.8226 (0.865) LR: 1.696e-03 Time cost: 02:17/00:00 [2:39:03/59:37] Acc_iter 33534 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:38:52,149 INFO Train: 55/80 ( 69%) [ 0/621 ( 0%)] Loss: 0.6676 (0.668) LR: 1.696e-03 Time cost: 00:00/06:28 [2:39:43/2:48:29] Acc_iter 33535 Data time: 0.43(0.43) Forward time: 0.95(0.95) Batch time: 1.38(1.38) |
| 2025-05-10 13:38:55,600 INFO Train: 55/80 ( 69%) [ 15/621 ( 2%)] Loss: 0.7709 (0.824) LR: 1.693e-03 Time cost: 00:04/02:34 [2:39:46/1:08:29] Acc_iter 33550 Data time: 0.00(0.03) Forward time: 0.24(0.27) Batch time: 0.24(0.30) |
| 2025-05-10 13:39:06,482 INFO Train: 55/80 ( 69%) [ 65/621 ( 10%)] Loss: 1.048 (0.873) LR: 1.686e-03 Time cost: 00:14/02:06 [2:39:57/1:00:44] Acc_iter 33600 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 13:39:06,700 INFO |
| 2025-05-10 13:39:17,824 INFO Train: 55/80 ( 69%) [ 115/621 ( 19%)] Loss: 0.8198 (0.876) LR: 1.678e-03 Time cost: 00:26/01:54 [2:40:09/1:00:34] Acc_iter 33650 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.23(0.23) |
| 2025-05-10 13:39:28,745 INFO Train: 55/80 ( 69%) [ 165/621 ( 27%)] Loss: 0.8588 (0.876) LR: 1.670e-03 Time cost: 00:37/01:42 [2:40:19/59:43] Acc_iter 33700 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:39:39,627 INFO Train: 55/80 ( 69%) [ 215/621 ( 35%)] Loss: 1.050 (0.872) LR: 1.662e-03 Time cost: 00:48/01:30 [2:40:30/59:07] Acc_iter 33750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:39:39,846 INFO |
| 2025-05-10 13:39:50,796 INFO Train: 55/80 ( 69%) [ 265/621 ( 43%)] Loss: 0.9665 (0.870) LR: 1.654e-03 Time cost: 00:59/01:19 [2:40:42/58:58] Acc_iter 33800 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:40:01,653 INFO Train: 55/80 ( 69%) [ 315/621 ( 51%)] Loss: 0.8344 (0.871) LR: 1.646e-03 Time cost: 01:10/01:07 [2:40:52/58:33] Acc_iter 33850 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:40:12,591 INFO Train: 55/80 ( 69%) [ 365/621 ( 59%)] Loss: 0.7936 (0.870) LR: 1.638e-03 Time cost: 01:21/00:56 [2:41:03/58:15] Acc_iter 33900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:40:12,811 INFO |
| 2025-05-10 13:40:23,836 INFO Train: 55/80 ( 69%) [ 415/621 ( 67%)] Loss: 0.6633 (0.871) LR: 1.631e-03 Time cost: 01:32/00:45 [2:41:15/58:10] Acc_iter 33950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:40:34,881 INFO Train: 55/80 ( 69%) [ 465/621 ( 75%)] Loss: 0.8761 (0.869) LR: 1.623e-03 Time cost: 01:43/00:34 [2:41:26/57:58] Acc_iter 34000 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:40:45,969 INFO Train: 55/80 ( 69%) [ 515/621 ( 83%)] Loss: 0.9490 (0.868) LR: 1.615e-03 Time cost: 01:54/00:23 [2:41:37/57:46] Acc_iter 34050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:40:46,192 INFO |
| 2025-05-10 13:40:57,034 INFO Train: 55/80 ( 69%) [ 565/621 ( 91%)] Loss: 0.7912 (0.867) LR: 1.607e-03 Time cost: 02:05/00:12 [2:41:48/57:35] Acc_iter 34100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:41:07,956 INFO Train: 55/80 ( 69%) [ 615/621 ( 99%)] Loss: 0.8999 (0.867) LR: 1.599e-03 Time cost: 02:16/00:01 [2:41:59/57:19] Acc_iter 34150 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:41:08,917 INFO Train: 55/80 ( 69%) [ 620/621 (100%)] Loss: 0.7087 (0.867) LR: 1.598e-03 Time cost: 02:17/00:00 [2:42:00/57:15] Acc_iter 34155 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:41:47,787 INFO Train: 56/80 ( 70%) [ 0/621 ( 0%)] Loss: 0.9151 (0.915) LR: 1.598e-03 Time cost: 00:00/07:29 [2:42:39/3:07:18] Acc_iter 34156 Data time: 0.45(0.45) Forward time: 0.77(0.77) Batch time: 1.22(1.22) |
| 2025-05-10 13:41:57,586 INFO Train: 56/80 ( 70%) [ 44/621 ( 7%)] Loss: 0.7099 (0.850) LR: 1.591e-03 Time cost: 00:10/02:14 [2:42:48/1:00:20] Acc_iter 34200 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 13:41:57,759 INFO |
| 2025-05-10 13:42:08,971 INFO Train: 56/80 ( 70%) [ 94/621 ( 15%)] Loss: 0.9264 (0.838) LR: 1.583e-03 Time cost: 00:21/02:01 [2:43:00/59:18] Acc_iter 34250 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.24) |
| 2025-05-10 13:42:19,812 INFO Train: 56/80 ( 70%) [ 144/621 ( 23%)] Loss: 1.043 (0.842) LR: 1.575e-03 Time cost: 00:32/01:47 [2:43:11/57:53] Acc_iter 34300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:42:30,766 INFO Train: 56/80 ( 70%) [ 194/621 ( 31%)] Loss: 0.8805 (0.844) LR: 1.567e-03 Time cost: 00:43/01:35 [2:43:22/57:15] Acc_iter 34350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:42:30,940 INFO |
| 2025-05-10 13:42:41,671 INFO Train: 56/80 ( 70%) [ 244/621 ( 39%)] Loss: 1.075 (0.850) LR: 1.560e-03 Time cost: 00:54/01:24 [2:43:32/56:45] Acc_iter 34400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:42:52,488 INFO Train: 56/80 ( 70%) [ 294/621 ( 47%)] Loss: 0.6989 (0.846) LR: 1.552e-03 Time cost: 01:05/01:12 [2:43:43/56:17] Acc_iter 34450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:43:03,306 INFO Train: 56/80 ( 70%) [ 344/621 ( 55%)] Loss: 0.9177 (0.846) LR: 1.544e-03 Time cost: 01:16/01:01 [2:43:54/55:54] Acc_iter 34500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:43:03,478 INFO |
| 2025-05-10 13:43:14,377 INFO Train: 56/80 ( 70%) [ 394/621 ( 63%)] Loss: 0.7881 (0.843) LR: 1.536e-03 Time cost: 01:27/00:50 [2:44:05/55:44] Acc_iter 34550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:43:25,456 INFO Train: 56/80 ( 70%) [ 444/621 ( 71%)] Loss: 0.8243 (0.843) LR: 1.528e-03 Time cost: 01:38/00:39 [2:44:16/55:34] Acc_iter 34600 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:43:36,328 INFO Train: 56/80 ( 70%) [ 494/621 ( 80%)] Loss: 0.9904 (0.843) LR: 1.520e-03 Time cost: 01:49/00:28 [2:44:27/55:17] Acc_iter 34650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:43:36,500 INFO |
| 2025-05-10 13:43:47,493 INFO Train: 56/80 ( 70%) [ 544/621 ( 88%)] Loss: 0.9544 (0.844) LR: 1.512e-03 Time cost: 02:00/00:17 [2:44:38/55:10] Acc_iter 34700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:43:58,237 INFO Train: 56/80 ( 70%) [ 594/621 ( 96%)] Loss: 0.7710 (0.842) LR: 1.504e-03 Time cost: 02:11/00:05 [2:44:49/54:51] Acc_iter 34750 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:44:03,719 INFO Train: 56/80 ( 70%) [ 620/621 (100%)] Loss: 1.102 (0.843) LR: 1.500e-03 Time cost: 02:16/00:00 [2:44:54/54:39] Acc_iter 34776 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:44:42,527 INFO Train: 57/80 ( 71%) [ 0/621 ( 0%)] Loss: 0.6731 (0.673) LR: 1.500e-03 Time cost: 00:00/07:03 [2:45:33/2:49:28] Acc_iter 34777 Data time: 0.42(0.42) Forward time: 0.61(0.61) Batch time: 1.03(1.03) |
| 2025-05-10 13:44:47,607 INFO Train: 57/80 ( 71%) [ 23/621 ( 4%)] Loss: 0.8736 (0.834) LR: 1.496e-03 Time cost: 00:05/02:23 [2:45:38/59:32] Acc_iter 34800 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 13:44:47,792 INFO |
| 2025-05-10 13:44:58,820 INFO Train: 57/80 ( 71%) [ 73/621 ( 12%)] Loss: 0.7223 (0.833) LR: 1.488e-03 Time cost: 00:16/02:05 [2:45:50/56:42] Acc_iter 34850 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:45:09,880 INFO Train: 57/80 ( 71%) [ 123/621 ( 20%)] Loss: 0.7794 (0.836) LR: 1.481e-03 Time cost: 00:28/01:52 [2:46:01/55:41] Acc_iter 34900 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:45:20,822 INFO Train: 57/80 ( 71%) [ 173/621 ( 28%)] Loss: 1.041 (0.842) LR: 1.473e-03 Time cost: 00:38/01:40 [2:46:12/54:59] Acc_iter 34950 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:45:20,993 INFO |
| 2025-05-10 13:45:31,904 INFO Train: 57/80 ( 71%) [ 223/621 ( 36%)] Loss: 1.065 (0.845) LR: 1.465e-03 Time cost: 00:50/01:28 [2:46:23/54:40] Acc_iter 35000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:45:42,820 INFO Train: 57/80 ( 71%) [ 273/621 ( 44%)] Loss: 0.7931 (0.846) LR: 1.457e-03 Time cost: 01:00/01:17 [2:46:34/54:15] Acc_iter 35050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:45:53,799 INFO Train: 57/80 ( 71%) [ 323/621 ( 52%)] Loss: 0.6661 (0.848) LR: 1.449e-03 Time cost: 01:11/01:06 [2:46:45/53:58] Acc_iter 35100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:45:53,969 INFO |
| 2025-05-10 13:46:05,136 INFO Train: 57/80 ( 71%) [ 373/621 ( 60%)] Loss: 0.8718 (0.845) LR: 1.441e-03 Time cost: 01:23/00:55 [2:46:56/53:56] Acc_iter 35150 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:46:16,360 INFO Train: 57/80 ( 71%) [ 423/621 ( 68%)] Loss: 0.7529 (0.846) LR: 1.433e-03 Time cost: 01:34/00:44 [2:47:07/53:47] Acc_iter 35200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:46:27,407 INFO Train: 57/80 ( 71%) [ 473/621 ( 76%)] Loss: 0.7408 (0.845) LR: 1.425e-03 Time cost: 01:45/00:32 [2:47:18/53:33] Acc_iter 35250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:46:27,579 INFO |
| 2025-05-10 13:46:38,688 INFO Train: 57/80 ( 71%) [ 523/621 ( 84%)] Loss: 0.9086 (0.847) LR: 1.417e-03 Time cost: 01:56/00:21 [2:47:29/53:26] Acc_iter 35300 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:46:49,895 INFO Train: 57/80 ( 71%) [ 573/621 ( 92%)] Loss: 0.7971 (0.844) LR: 1.409e-03 Time cost: 02:08/00:10 [2:47:41/53:16] Acc_iter 35350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:47:00,095 INFO Train: 57/80 ( 71%) [ 620/621 (100%)] Loss: 0.8064 (0.842) LR: 1.402e-03 Time cost: 02:18/00:00 [2:47:51/52:59] Acc_iter 35397 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:47:38,823 INFO Train: 58/80 ( 72%) [ 0/621 ( 0%)] Loss: 0.7619 (0.762) LR: 1.402e-03 Time cost: 00:00/07:18 [2:48:30/2:48:14] Acc_iter 35398 Data time: 0.41(0.41) Forward time: 0.62(0.62) Batch time: 1.03(1.03) |
| 2025-05-10 13:47:39,274 INFO Train: 58/80 ( 72%) [ 2/621 ( 0%)] Loss: 0.8952 (0.799) LR: 1.402e-03 Time cost: 00:01/03:58 [2:48:30/1:31:47] Acc_iter 35400 Data time: 0.00(0.14) Forward time: 0.24(0.35) Batch time: 0.25(0.49) |
| 2025-05-10 13:47:39,448 INFO |
| 2025-05-10 13:47:50,716 INFO Train: 58/80 ( 72%) [ 52/621 ( 8%)] Loss: 0.8135 (0.851) LR: 1.394e-03 Time cost: 00:12/02:15 [2:48:41/56:23] Acc_iter 35450 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 13:48:01,650 INFO Train: 58/80 ( 72%) [ 102/621 ( 16%)] Loss: 0.7985 (0.842) LR: 1.386e-03 Time cost: 00:23/01:58 [2:48:52/54:00] Acc_iter 35500 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 13:48:12,669 INFO Train: 58/80 ( 72%) [ 152/621 ( 24%)] Loss: 0.7453 (0.836) LR: 1.378e-03 Time cost: 00:34/01:45 [2:49:03/53:11] Acc_iter 35550 Data time: 0.00(0.01) Forward time: 0.18(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 13:48:12,838 INFO |
| 2025-05-10 13:48:23,727 INFO Train: 58/80 ( 72%) [ 202/621 ( 33%)] Loss: 1.031 (0.836) LR: 1.370e-03 Time cost: 00:45/01:34 [2:49:14/52:43] Acc_iter 35600 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:48:34,696 INFO Train: 58/80 ( 72%) [ 252/621 ( 41%)] Loss: 0.6840 (0.832) LR: 1.362e-03 Time cost: 00:56/01:22 [2:49:25/52:17] Acc_iter 35650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:48:45,643 INFO Train: 58/80 ( 72%) [ 302/621 ( 49%)] Loss: 0.8412 (0.835) LR: 1.354e-03 Time cost: 01:07/01:11 [2:49:36/51:55] Acc_iter 35700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:48:45,815 INFO |
| 2025-05-10 13:48:56,730 INFO Train: 58/80 ( 72%) [ 352/621 ( 57%)] Loss: 0.8534 (0.835) LR: 1.346e-03 Time cost: 01:18/00:59 [2:49:47/51:42] Acc_iter 35750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:49:07,511 INFO Train: 58/80 ( 72%) [ 402/621 ( 65%)] Loss: 0.6006 (0.832) LR: 1.339e-03 Time cost: 01:29/00:48 [2:49:58/51:19] Acc_iter 35800 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 13:49:18,509 INFO Train: 58/80 ( 72%) [ 452/621 ( 73%)] Loss: 0.8589 (0.831) LR: 1.331e-03 Time cost: 01:40/00:37 [2:50:09/51:05] Acc_iter 35850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:49:18,683 INFO |
| 2025-05-10 13:49:29,664 INFO Train: 58/80 ( 72%) [ 502/621 ( 81%)] Loss: 0.7818 (0.830) LR: 1.323e-03 Time cost: 01:51/00:26 [2:50:20/50:56] Acc_iter 35900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:49:40,610 INFO Train: 58/80 ( 72%) [ 552/621 ( 89%)] Loss: 0.8782 (0.830) LR: 1.315e-03 Time cost: 02:02/00:15 [2:50:31/50:41] Acc_iter 35950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:49:51,483 INFO Train: 58/80 ( 72%) [ 602/621 ( 97%)] Loss: 0.7067 (0.831) LR: 1.307e-03 Time cost: 02:13/00:04 [2:50:42/50:25] Acc_iter 36000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:49:51,655 INFO |
| 2025-05-10 13:49:55,470 INFO Train: 58/80 ( 72%) [ 620/621 (100%)] Loss: 0.6441 (0.829) LR: 1.304e-03 Time cost: 02:17/00:00 [2:50:46/50:21] Acc_iter 36018 Data time: 0.00(0.00) Forward time: 0.10(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:50:34,095 INFO Train: 59/80 ( 74%) [ 0/621 ( 0%)] Loss: 0.9245 (0.924) LR: 1.304e-03 Time cost: 00:01/11:40 [2:51:25/4:16:45] Acc_iter 36019 Data time: 0.43(0.43) Forward time: 0.47(0.47) Batch time: 0.90(0.90) |
| 2025-05-10 13:50:40,941 INFO Train: 59/80 ( 74%) [ 31/621 ( 5%)] Loss: 0.9379 (0.850) LR: 1.299e-03 Time cost: 00:07/02:27 [2:51:32/56:36] Acc_iter 36050 Data time: 0.00(0.02) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 13:50:51,749 INFO Train: 59/80 ( 74%) [ 81/621 ( 13%)] Loss: 0.7762 (0.854) LR: 1.292e-03 Time cost: 00:18/02:03 [2:51:43/51:50] Acc_iter 36100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:51:02,716 INFO Train: 59/80 ( 74%) [ 131/621 ( 21%)] Loss: 0.7516 (0.840) LR: 1.284e-03 Time cost: 00:29/01:50 [2:51:53/50:49] Acc_iter 36150 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:51:02,887 INFO |
| 2025-05-10 13:51:13,907 INFO Train: 59/80 ( 74%) [ 181/621 ( 29%)] Loss: 1.055 (0.834) LR: 1.276e-03 Time cost: 00:40/01:38 [2:52:05/50:32] Acc_iter 36200 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:51:24,909 INFO Train: 59/80 ( 74%) [ 231/621 ( 37%)] Loss: 0.8727 (0.831) LR: 1.268e-03 Time cost: 00:51/01:27 [2:52:16/50:06] Acc_iter 36250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:51:36,079 INFO Train: 59/80 ( 74%) [ 281/621 ( 45%)] Loss: 0.8958 (0.835) LR: 1.260e-03 Time cost: 01:03/01:16 [2:52:27/49:54] Acc_iter 36300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:51:36,313 INFO |
| 2025-05-10 13:51:47,445 INFO Train: 59/80 ( 74%) [ 331/621 ( 53%)] Loss: 0.6915 (0.833) LR: 1.252e-03 Time cost: 01:14/01:05 [2:52:38/49:50] Acc_iter 36350 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:51:58,602 INFO Train: 59/80 ( 74%) [ 381/621 ( 61%)] Loss: 0.7765 (0.836) LR: 1.245e-03 Time cost: 01:25/00:53 [2:52:49/49:37] Acc_iter 36400 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:52:09,425 INFO Train: 59/80 ( 74%) [ 431/621 ( 69%)] Loss: 0.6097 (0.834) LR: 1.237e-03 Time cost: 01:36/00:42 [2:53:00/49:14] Acc_iter 36450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:52:09,599 INFO |
| 2025-05-10 13:52:20,505 INFO Train: 59/80 ( 74%) [ 481/621 ( 77%)] Loss: 0.7925 (0.833) LR: 1.229e-03 Time cost: 01:47/00:31 [2:53:11/49:00] Acc_iter 36500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:52:31,387 INFO Train: 59/80 ( 74%) [ 531/621 ( 86%)] Loss: 0.7283 (0.833) LR: 1.221e-03 Time cost: 01:58/00:20 [2:53:22/48:42] Acc_iter 36550 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:52:42,403 INFO Train: 59/80 ( 74%) [ 581/621 ( 94%)] Loss: 0.7433 (0.832) LR: 1.214e-03 Time cost: 02:09/00:08 [2:53:33/48:29] Acc_iter 36600 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:52:42,575 INFO |
| 2025-05-10 13:52:51,032 INFO Train: 59/80 ( 74%) [ 620/621 (100%)] Loss: 0.8959 (0.831) LR: 1.208e-03 Time cost: 02:18/00:00 [2:53:42/48:19] Acc_iter 36639 Data time: 0.00(0.00) Forward time: 0.10(0.22) Batch time: 0.10(0.22) |
| 2025-05-10 13:53:30,227 INFO Train: 60/80 ( 75%) [ 0/621 ( 0%)] Loss: 0.9787 (0.979) LR: 1.207e-03 Time cost: 00:00/06:57 [2:54:21/2:26:10] Acc_iter 36640 Data time: 0.42(0.42) Forward time: 0.68(0.68) Batch time: 1.10(1.10) |
| 2025-05-10 13:53:32,378 INFO Train: 60/80 ( 75%) [ 10/621 ( 2%)] Loss: 0.9020 (0.844) LR: 1.206e-03 Time cost: 00:02/02:36 [2:54:23/55:44] Acc_iter 36650 Data time: 0.00(0.04) Forward time: 0.21(0.26) Batch time: 0.21(0.30) |
| 2025-05-10 13:53:43,410 INFO Train: 60/80 ( 75%) [ 60/621 ( 10%)] Loss: 0.9416 (0.830) LR: 1.198e-03 Time cost: 00:13/02:07 [2:54:34/49:08] Acc_iter 36700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:53:54,487 INFO Train: 60/80 ( 75%) [ 110/621 ( 18%)] Loss: 0.8038 (0.825) LR: 1.190e-03 Time cost: 00:24/01:54 [2:54:45/48:24] Acc_iter 36750 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:53:54,656 INFO |
| 2025-05-10 13:54:05,588 INFO Train: 60/80 ( 75%) [ 160/621 ( 26%)] Loss: 0.8930 (0.824) LR: 1.183e-03 Time cost: 00:36/01:43 [2:54:56/48:02] Acc_iter 36800 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:54:16,584 INFO Train: 60/80 ( 75%) [ 210/621 ( 34%)] Loss: 0.6800 (0.817) LR: 1.175e-03 Time cost: 00:47/01:31 [2:55:07/47:39] Acc_iter 36850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:54:27,511 INFO Train: 60/80 ( 75%) [ 260/621 ( 42%)] Loss: 0.7951 (0.813) LR: 1.167e-03 Time cost: 00:57/01:20 [2:55:18/47:18] Acc_iter 36900 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:54:27,684 INFO |
| 2025-05-10 13:54:38,499 INFO Train: 60/80 ( 75%) [ 310/621 ( 50%)] Loss: 0.7061 (0.817) LR: 1.159e-03 Time cost: 01:08/01:08 [2:55:29/47:02] Acc_iter 36950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:54:49,569 INFO Train: 60/80 ( 75%) [ 360/621 ( 58%)] Loss: 0.6726 (0.818) LR: 1.152e-03 Time cost: 01:20/00:57 [2:55:40/46:50] Acc_iter 37000 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:55:00,338 INFO Train: 60/80 ( 75%) [ 410/621 ( 66%)] Loss: 0.9661 (0.818) LR: 1.144e-03 Time cost: 01:30/00:46 [2:55:51/46:29] Acc_iter 37050 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:55:00,508 INFO |
| 2025-05-10 13:55:11,570 INFO Train: 60/80 ( 75%) [ 460/621 ( 74%)] Loss: 0.7529 (0.819) LR: 1.136e-03 Time cost: 01:42/00:35 [2:56:02/46:24] Acc_iter 37100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:55:22,487 INFO Train: 60/80 ( 75%) [ 510/621 ( 82%)] Loss: 0.8219 (0.819) LR: 1.129e-03 Time cost: 01:52/00:24 [2:56:13/46:09] Acc_iter 37150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:55:33,471 INFO Train: 60/80 ( 75%) [ 560/621 ( 90%)] Loss: 0.8226 (0.820) LR: 1.121e-03 Time cost: 02:03/00:13 [2:56:24/45:56] Acc_iter 37200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:55:33,638 INFO |
| 2025-05-10 13:55:44,511 INFO Train: 60/80 ( 75%) [ 610/621 ( 98%)] Loss: 0.8749 (0.818) LR: 1.113e-03 Time cost: 02:14/00:02 [2:56:35/45:45] Acc_iter 37250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:55:46,571 INFO Train: 60/80 ( 75%) [ 620/621 (100%)] Loss: 0.7589 (0.818) LR: 1.112e-03 Time cost: 02:17/00:00 [2:56:37/45:40] Acc_iter 37260 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:56:24,425 INFO Train: 61/80 ( 76%) [ 0/621 ( 0%)] Loss: 0.7939 (0.794) LR: 1.112e-03 Time cost: 00:01/14:15 [2:57:15/4:45:12] Acc_iter 37261 Data time: 0.41(0.41) Forward time: 0.62(0.62) Batch time: 1.03(1.03) |
| 2025-05-10 13:56:33,048 INFO Train: 61/80 ( 76%) [ 39/621 ( 6%)] Loss: 0.6734 (0.796) LR: 1.106e-03 Time cost: 00:10/02:25 [2:57:24/51:35] Acc_iter 37300 Data time: 0.00(0.01) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 13:56:43,835 INFO Train: 61/80 ( 76%) [ 89/621 ( 14%)] Loss: 0.6625 (0.806) LR: 1.098e-03 Time cost: 00:20/02:02 [2:57:35/47:28] Acc_iter 37350 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 13:56:44,008 INFO |
| 2025-05-10 13:56:54,988 INFO Train: 61/80 ( 76%) [ 139/621 ( 22%)] Loss: 0.7307 (0.806) LR: 1.091e-03 Time cost: 00:31/01:49 [2:57:46/46:41] Acc_iter 37400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:57:06,013 INFO Train: 61/80 ( 76%) [ 189/621 ( 30%)] Loss: 0.7956 (0.810) LR: 1.083e-03 Time cost: 00:42/01:37 [2:57:57/46:05] Acc_iter 37450 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 13:57:16,986 INFO Train: 61/80 ( 76%) [ 239/621 ( 38%)] Loss: 0.7554 (0.809) LR: 1.075e-03 Time cost: 00:53/01:25 [2:58:08/45:37] Acc_iter 37500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:57:17,156 INFO |
| 2025-05-10 13:57:28,109 INFO Train: 61/80 ( 76%) [ 289/621 ( 47%)] Loss: 0.8114 (0.816) LR: 1.068e-03 Time cost: 01:05/01:14 [2:58:19/45:21] Acc_iter 37550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:57:38,941 INFO Train: 61/80 ( 76%) [ 339/621 ( 55%)] Loss: 0.8172 (0.815) LR: 1.060e-03 Time cost: 01:15/01:02 [2:58:30/44:56] Acc_iter 37600 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:57:49,929 INFO Train: 61/80 ( 76%) [ 389/621 ( 63%)] Loss: 0.7561 (0.813) LR: 1.053e-03 Time cost: 01:26/00:51 [2:58:41/44:40] Acc_iter 37650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 13:57:50,096 INFO |
| 2025-05-10 13:58:01,074 INFO Train: 61/80 ( 76%) [ 439/621 ( 71%)] Loss: 0.6806 (0.813) LR: 1.045e-03 Time cost: 01:38/00:40 [2:58:52/44:29] Acc_iter 37700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 13:58:12,168 INFO Train: 61/80 ( 76%) [ 489/621 ( 79%)] Loss: 0.8370 (0.814) LR: 1.038e-03 Time cost: 01:49/00:29 [2:59:03/44:16] Acc_iter 37750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 13:58:23,115 INFO Train: 61/80 ( 76%) [ 539/621 ( 87%)] Loss: 0.7720 (0.813) LR: 1.030e-03 Time cost: 02:00/00:18 [2:59:14/44:01] Acc_iter 37800 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:58:23,284 INFO |
| 2025-05-10 13:58:34,226 INFO Train: 61/80 ( 76%) [ 589/621 ( 95%)] Loss: 0.8411 (0.812) LR: 1.023e-03 Time cost: 02:11/00:07 [2:59:25/43:50] Acc_iter 37850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 13:58:40,799 INFO Train: 61/80 ( 76%) [ 620/621 (100%)] Loss: 0.6474 (0.813) LR: 1.018e-03 Time cost: 02:17/00:00 [2:59:32/43:37] Acc_iter 37881 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 13:59:19,589 INFO Train: 62/80 ( 78%) [ 0/621 ( 0%)] Loss: 0.8670 (0.867) LR: 1.018e-03 Time cost: 00:00/07:29 [3:00:10/2:22:15] Acc_iter 37882 Data time: 0.45(0.45) Forward time: 0.61(0.61) Batch time: 1.07(1.07) |
| 2025-05-10 13:59:23,474 INFO Train: 62/80 ( 78%) [ 18/621 ( 3%)] Loss: 0.8300 (0.816) LR: 1.015e-03 Time cost: 00:04/02:26 [3:00:14/47:37] Acc_iter 37900 Data time: 0.00(0.03) Forward time: 0.21(0.23) Batch time: 0.21(0.26) |
| 2025-05-10 13:59:34,327 INFO Train: 62/80 ( 78%) [ 68/621 ( 11%)] Loss: 0.8124 (0.812) LR: 1.008e-03 Time cost: 00:15/02:03 [3:00:25/43:48] Acc_iter 37950 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 13:59:34,502 INFO |
| 2025-05-10 13:59:45,615 INFO Train: 62/80 ( 78%) [ 118/621 ( 19%)] Loss: 0.7571 (0.795) LR: 1.000e-03 Time cost: 00:26/01:53 [3:00:36/43:45] Acc_iter 38000 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 13:59:56,593 INFO Train: 62/80 ( 78%) [ 168/621 ( 27%)] Loss: 0.9786 (0.795) LR: 9.928e-04 Time cost: 00:37/01:41 [3:00:47/43:16] Acc_iter 38050 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:00:07,618 INFO Train: 62/80 ( 78%) [ 218/621 ( 35%)] Loss: 0.7829 (0.797) LR: 9.854e-04 Time cost: 00:48/01:29 [3:00:58/42:58] Acc_iter 38100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:00:07,819 INFO |
| 2025-05-10 14:00:18,762 INFO Train: 62/80 ( 78%) [ 268/621 ( 43%)] Loss: 0.7096 (0.796) LR: 9.779e-04 Time cost: 00:59/01:18 [3:01:10/42:47] Acc_iter 38150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:00:29,661 INFO Train: 62/80 ( 78%) [ 318/621 ( 51%)] Loss: 0.7612 (0.800) LR: 9.705e-04 Time cost: 01:10/01:07 [3:01:20/42:27] Acc_iter 38200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:00:40,628 INFO Train: 62/80 ( 78%) [ 368/621 ( 59%)] Loss: 0.7738 (0.801) LR: 9.631e-04 Time cost: 01:21/00:56 [3:01:31/42:12] Acc_iter 38250 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:00:40,800 INFO |
| 2025-05-10 14:00:51,719 INFO Train: 62/80 ( 78%) [ 418/621 ( 67%)] Loss: 0.8195 (0.800) LR: 9.558e-04 Time cost: 01:32/00:44 [3:01:42/42:02] Acc_iter 38300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:01:02,620 INFO Train: 62/80 ( 78%) [ 468/621 ( 75%)] Loss: 0.7450 (0.800) LR: 9.484e-04 Time cost: 01:43/00:33 [3:01:53/41:46] Acc_iter 38350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:01:13,610 INFO Train: 62/80 ( 78%) [ 518/621 ( 83%)] Loss: 0.8798 (0.802) LR: 9.411e-04 Time cost: 01:54/00:22 [3:02:04/41:34] Acc_iter 38400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:01:13,779 INFO |
| 2025-05-10 14:01:24,774 INFO Train: 62/80 ( 78%) [ 568/621 ( 91%)] Loss: 0.8012 (0.801) LR: 9.337e-04 Time cost: 02:05/00:11 [3:02:16/41:25] Acc_iter 38450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:01:35,700 INFO Train: 62/80 ( 78%) [ 618/621 (100%)] Loss: 0.7978 (0.801) LR: 9.264e-04 Time cost: 02:16/00:00 [3:02:26/41:11] Acc_iter 38500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:01:35,989 INFO Train: 62/80 ( 78%) [ 620/621 (100%)] Loss: 0.8873 (0.801) LR: 9.261e-04 Time cost: 02:17/00:00 [3:02:27/41:08] Acc_iter 38502 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 14:02:14,732 INFO Train: 63/80 ( 79%) [ 0/621 ( 0%)] Loss: 1.054 (1.05) LR: 9.260e-04 Time cost: 00:00/09:21 [3:03:05/2:48:24] Acc_iter 38503 Data time: 0.45(0.45) Forward time: 0.36(0.36) Batch time: 0.82(0.82) |
| 2025-05-10 14:02:25,126 INFO Train: 63/80 ( 79%) [ 47/621 ( 8%)] Loss: 0.7062 (0.833) LR: 9.191e-04 Time cost: 00:11/02:15 [3:03:16/43:39] Acc_iter 38550 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 14:02:25,344 INFO |
| 2025-05-10 14:02:36,135 INFO Train: 63/80 ( 79%) [ 97/621 ( 16%)] Loss: 0.6807 (0.810) LR: 9.119e-04 Time cost: 00:22/01:59 [3:03:27/42:02] Acc_iter 38600 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:02:47,175 INFO Train: 63/80 ( 79%) [ 147/621 ( 24%)] Loss: 1.007 (0.810) LR: 9.046e-04 Time cost: 00:33/01:46 [3:03:38/41:25] Acc_iter 38650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:02:58,130 INFO Train: 63/80 ( 79%) [ 197/621 ( 32%)] Loss: 0.7304 (0.804) LR: 8.973e-04 Time cost: 00:44/01:34 [3:03:49/40:56] Acc_iter 38700 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:02:58,352 INFO |
| 2025-05-10 14:03:09,482 INFO Train: 63/80 ( 79%) [ 247/621 ( 40%)] Loss: 0.8659 (0.798) LR: 8.901e-04 Time cost: 00:55/01:23 [3:04:00/40:53] Acc_iter 38750 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:03:20,428 INFO Train: 63/80 ( 79%) [ 297/621 ( 48%)] Loss: 0.6578 (0.798) LR: 8.829e-04 Time cost: 01:06/01:12 [3:04:11/40:31] Acc_iter 38800 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:03:31,439 INFO Train: 63/80 ( 79%) [ 347/621 ( 56%)] Loss: 0.9283 (0.802) LR: 8.757e-04 Time cost: 01:17/01:01 [3:04:22/40:15] Acc_iter 38850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:03:31,660 INFO |
| 2025-05-10 14:03:42,656 INFO Train: 63/80 ( 79%) [ 397/621 ( 64%)] Loss: 0.7836 (0.800) LR: 8.685e-04 Time cost: 01:28/00:49 [3:04:33/40:06] Acc_iter 38900 Data time: 0.00(0.00) Forward time: 0.18(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 14:03:53,622 INFO Train: 63/80 ( 79%) [ 447/621 ( 72%)] Loss: 0.7554 (0.797) LR: 8.614e-04 Time cost: 01:39/00:38 [3:04:44/39:50] Acc_iter 38950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:04:04,525 INFO Train: 63/80 ( 79%) [ 497/621 ( 80%)] Loss: 0.7438 (0.797) LR: 8.542e-04 Time cost: 01:50/00:27 [3:04:55/39:34] Acc_iter 39000 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:04:04,744 INFO |
| 2025-05-10 14:04:15,695 INFO Train: 63/80 ( 79%) [ 547/621 ( 88%)] Loss: 0.7533 (0.796) LR: 8.471e-04 Time cost: 02:01/00:16 [3:05:06/39:24] Acc_iter 39050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:04:26,887 INFO Train: 63/80 ( 79%) [ 597/621 ( 96%)] Loss: 0.9092 (0.795) LR: 8.400e-04 Time cost: 02:13/00:05 [3:05:18/39:14] Acc_iter 39100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:04:31,797 INFO Train: 63/80 ( 79%) [ 620/621 (100%)] Loss: 0.6820 (0.796) LR: 8.367e-04 Time cost: 02:17/00:00 [3:05:23/39:05] Acc_iter 39123 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:05:10,513 INFO Train: 64/80 ( 80%) [ 0/621 ( 0%)] Loss: 0.7311 (0.731) LR: 8.366e-04 Time cost: 00:01/11:39 [3:06:01/3:18:03] Acc_iter 39124 Data time: 0.48(0.48) Forward time: 0.48(0.48) Batch time: 0.96(0.96) |
| 2025-05-10 14:05:16,208 INFO Train: 64/80 ( 80%) [ 26/621 ( 4%)] Loss: 1.059 (0.789) LR: 8.329e-04 Time cost: 00:06/02:30 [3:06:07/44:20] Acc_iter 39150 Data time: 0.00(0.02) Forward time: 0.21(0.23) Batch time: 0.21(0.25) |
| 2025-05-10 14:05:16,394 INFO |
| 2025-05-10 14:05:27,324 INFO Train: 64/80 ( 80%) [ 76/621 ( 12%)] Loss: 0.6876 (0.792) LR: 8.258e-04 Time cost: 00:17/02:06 [3:06:18/40:41] Acc_iter 39200 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.25(0.23) |
| 2025-05-10 14:05:38,237 INFO Train: 64/80 ( 80%) [ 126/621 ( 20%)] Loss: 0.7484 (0.797) LR: 8.188e-04 Time cost: 00:28/01:52 [3:06:29/39:29] Acc_iter 39250 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 14:05:49,048 INFO Train: 64/80 ( 80%) [ 176/621 ( 28%)] Loss: 0.7652 (0.791) LR: 8.117e-04 Time cost: 00:39/01:39 [3:06:40/38:46] Acc_iter 39300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:05:49,224 INFO |
| 2025-05-10 14:06:00,235 INFO Train: 64/80 ( 80%) [ 226/621 ( 36%)] Loss: 0.9748 (0.795) LR: 8.047e-04 Time cost: 00:50/01:28 [3:06:51/38:34] Acc_iter 39350 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:06:11,242 INFO Train: 64/80 ( 80%) [ 276/621 ( 44%)] Loss: 0.7745 (0.793) LR: 7.977e-04 Time cost: 01:01/01:17 [3:07:02/38:15] Acc_iter 39400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:06:22,157 INFO Train: 64/80 ( 80%) [ 326/621 ( 52%)] Loss: 0.9042 (0.791) LR: 7.908e-04 Time cost: 01:12/01:05 [3:07:13/37:56] Acc_iter 39450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:06:22,330 INFO |
| 2025-05-10 14:06:33,445 INFO Train: 64/80 ( 80%) [ 376/621 ( 61%)] Loss: 0.8358 (0.793) LR: 7.838e-04 Time cost: 01:24/00:54 [3:07:24/37:49] Acc_iter 39500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:06:44,257 INFO Train: 64/80 ( 80%) [ 426/621 ( 69%)] Loss: 0.8123 (0.794) LR: 7.769e-04 Time cost: 01:34/00:43 [3:07:35/37:30] Acc_iter 39550 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:06:55,230 INFO Train: 64/80 ( 80%) [ 476/621 ( 77%)] Loss: 0.6576 (0.793) LR: 7.700e-04 Time cost: 01:45/00:32 [3:07:46/37:16] Acc_iter 39600 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:06:55,408 INFO |
| 2025-05-10 14:07:06,417 INFO Train: 64/80 ( 80%) [ 526/621 ( 85%)] Loss: 0.8431 (0.793) LR: 7.631e-04 Time cost: 01:57/00:21 [3:07:57/37:07] Acc_iter 39650 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:07:17,376 INFO Train: 64/80 ( 80%) [ 576/621 ( 93%)] Loss: 0.7958 (0.794) LR: 7.562e-04 Time cost: 02:07/00:09 [3:08:08/36:53] Acc_iter 39700 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:07:26,913 INFO Train: 64/80 ( 80%) [ 620/621 (100%)] Loss: 0.7411 (0.793) LR: 7.502e-04 Time cost: 02:17/00:00 [3:08:18/36:40] Acc_iter 39744 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 14:08:06,095 INFO Train: 65/80 ( 81%) [ 0/621 ( 0%)] Loss: 0.7623 (0.762) LR: 7.500e-04 Time cost: 00:00/09:55 [3:08:57/2:38:55] Acc_iter 39745 Data time: 0.47(0.47) Forward time: 0.39(0.39) Batch time: 0.86(0.86) |
| 2025-05-10 14:08:07,284 INFO Train: 65/80 ( 81%) [ 5/621 ( 1%)] Loss: 0.7804 (0.786) LR: 7.493e-04 Time cost: 00:02/03:40 [3:08:58/59:17] Acc_iter 39750 Data time: 0.00(0.08) Forward time: 0.25(0.26) Batch time: 0.26(0.34) |
| 2025-05-10 14:08:07,500 INFO |
| 2025-05-10 14:08:18,838 INFO Train: 65/80 ( 81%) [ 55/621 ( 9%)] Loss: 0.8449 (0.788) LR: 7.425e-04 Time cost: 00:13/02:18 [3:09:10/40:17] Acc_iter 39800 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 14:08:29,881 INFO Train: 65/80 ( 81%) [ 105/621 ( 17%)] Loss: 0.7989 (0.788) LR: 7.357e-04 Time cost: 00:24/02:00 [3:09:21/38:15] Acc_iter 39850 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 14:08:40,873 INFO Train: 65/80 ( 81%) [ 155/621 ( 25%)] Loss: 0.8393 (0.782) LR: 7.289e-04 Time cost: 00:35/01:46 [3:09:32/37:20] Acc_iter 39900 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:08:41,090 INFO |
| 2025-05-10 14:08:52,073 INFO Train: 65/80 ( 81%) [ 205/621 ( 33%)] Loss: 0.7487 (0.781) LR: 7.221e-04 Time cost: 00:46/01:34 [3:09:43/36:57] Acc_iter 39950 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:09:02,904 INFO Train: 65/80 ( 81%) [ 255/621 ( 41%)] Loss: 0.5711 (0.778) LR: 7.154e-04 Time cost: 00:57/01:22 [3:09:54/36:24] Acc_iter 40000 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 14:09:13,902 INFO Train: 65/80 ( 81%) [ 305/621 ( 49%)] Loss: 0.8274 (0.780) LR: 7.087e-04 Time cost: 01:08/01:11 [3:10:05/36:04] Acc_iter 40050 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:09:14,118 INFO |
| 2025-05-10 14:09:25,418 INFO Train: 65/80 ( 81%) [ 355/621 ( 57%)] Loss: 0.7466 (0.781) LR: 7.020e-04 Time cost: 01:20/00:59 [3:10:16/36:00] Acc_iter 40100 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:09:36,632 INFO Train: 65/80 ( 81%) [ 405/621 ( 65%)] Loss: 0.6467 (0.784) LR: 6.953e-04 Time cost: 01:31/00:48 [3:10:27/35:47] Acc_iter 40150 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:09:47,738 INFO Train: 65/80 ( 81%) [ 455/621 ( 73%)] Loss: 0.7294 (0.784) LR: 6.886e-04 Time cost: 01:42/00:37 [3:10:38/35:33] Acc_iter 40200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:09:47,953 INFO |
| 2025-05-10 14:09:58,878 INFO Train: 65/80 ( 81%) [ 505/621 ( 81%)] Loss: 0.7191 (0.785) LR: 6.820e-04 Time cost: 01:53/00:26 [3:10:50/35:19] Acc_iter 40250 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:10:09,704 INFO Train: 65/80 ( 81%) [ 555/621 ( 89%)] Loss: 1.069 (0.785) LR: 6.754e-04 Time cost: 02:04/00:14 [3:11:00/35:01] Acc_iter 40300 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:10:20,723 INFO Train: 65/80 ( 81%) [ 605/621 ( 97%)] Loss: 0.8197 (0.784) LR: 6.688e-04 Time cost: 02:15/00:03 [3:11:11/34:47] Acc_iter 40350 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:10:20,943 INFO |
| 2025-05-10 14:10:24,073 INFO Train: 65/80 ( 81%) [ 620/621 (100%)] Loss: 1.297 (0.784) LR: 6.668e-04 Time cost: 02:18/00:00 [3:11:15/34:44] Acc_iter 40365 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:11:03,367 INFO Train: 66/80 ( 82%) [ 0/621 ( 0%)] Loss: 0.6874 (0.687) LR: 6.667e-04 Time cost: 00:00/08:50 [3:11:54/2:12:41] Acc_iter 40366 Data time: 0.48(0.48) Forward time: 0.49(0.49) Batch time: 0.97(0.97) |
| 2025-05-10 14:11:11,042 INFO Train: 66/80 ( 82%) [ 34/621 ( 5%)] Loss: 0.7033 (0.769) LR: 6.622e-04 Time cost: 00:08/02:23 [3:12:02/37:41] Acc_iter 40400 Data time: 0.00(0.02) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 14:11:22,088 INFO Train: 66/80 ( 82%) [ 84/621 ( 14%)] Loss: 0.8143 (0.781) LR: 6.557e-04 Time cost: 00:19/02:03 [3:12:13/35:25] Acc_iter 40450 Data time: 0.00(0.01) Forward time: 0.24(0.22) Batch time: 0.24(0.23) |
| 2025-05-10 14:11:32,947 INFO Train: 66/80 ( 82%) [ 134/621 ( 22%)] Loss: 0.6120 (0.780) LR: 6.491e-04 Time cost: 00:30/01:49 [3:12:24/34:29] Acc_iter 40500 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:11:33,127 INFO |
| 2025-05-10 14:11:44,186 INFO Train: 66/80 ( 82%) [ 184/621 ( 30%)] Loss: 0.8138 (0.782) LR: 6.426e-04 Time cost: 00:41/01:38 [3:12:35/34:16] Acc_iter 40550 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:11:55,206 INFO Train: 66/80 ( 82%) [ 234/621 ( 38%)] Loss: 0.7333 (0.783) LR: 6.362e-04 Time cost: 00:52/01:26 [3:12:46/33:56] Acc_iter 40600 Data time: 0.00(0.00) Forward time: 0.18(0.22) Batch time: 0.18(0.22) |
| 2025-05-10 14:12:06,184 INFO Train: 66/80 ( 82%) [ 284/621 ( 46%)] Loss: 0.6240 (0.783) LR: 6.297e-04 Time cost: 01:03/01:15 [3:12:57/33:37] Acc_iter 40650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:12:06,369 INFO |
| 2025-05-10 14:12:17,307 INFO Train: 66/80 ( 82%) [ 334/621 ( 54%)] Loss: 0.8466 (0.777) LR: 6.233e-04 Time cost: 01:14/01:04 [3:13:08/33:25] Acc_iter 40700 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:12:28,205 INFO Train: 66/80 ( 82%) [ 384/621 ( 62%)] Loss: 0.7882 (0.776) LR: 6.169e-04 Time cost: 01:25/00:52 [3:13:19/33:07] Acc_iter 40750 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:12:39,098 INFO Train: 66/80 ( 82%) [ 434/621 ( 70%)] Loss: 0.7004 (0.776) LR: 6.105e-04 Time cost: 01:36/00:41 [3:13:30/32:51] Acc_iter 40800 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:12:39,275 INFO |
| 2025-05-10 14:12:50,262 INFO Train: 66/80 ( 82%) [ 484/621 ( 78%)] Loss: 0.6628 (0.776) LR: 6.042e-04 Time cost: 01:47/00:30 [3:13:41/32:41] Acc_iter 40850 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:13:01,251 INFO Train: 66/80 ( 82%) [ 534/621 ( 86%)] Loss: 0.7092 (0.778) LR: 5.978e-04 Time cost: 01:58/00:19 [3:13:52/32:28] Acc_iter 40900 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:13:12,156 INFO Train: 66/80 ( 82%) [ 584/621 ( 94%)] Loss: 0.7839 (0.776) LR: 5.915e-04 Time cost: 02:09/00:08 [3:14:03/32:14] Acc_iter 40950 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:13:12,329 INFO |
| 2025-05-10 14:13:20,007 INFO Train: 66/80 ( 82%) [ 620/621 (100%)] Loss: 0.6588 (0.777) LR: 5.870e-04 Time cost: 02:17/00:00 [3:14:11/32:05] Acc_iter 40986 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:13:59,139 INFO Train: 67/80 ( 84%) [ 0/621 ( 0%)] Loss: 0.6543 (0.654) LR: 5.869e-04 Time cost: 00:01/10:54 [3:14:50/2:32:44] Acc_iter 40987 Data time: 0.45(0.45) Forward time: 0.45(0.45) Batch time: 0.90(0.90) |
| 2025-05-10 14:14:01,993 INFO Train: 67/80 ( 84%) [ 13/621 ( 2%)] Loss: 0.8964 (0.760) LR: 5.853e-04 Time cost: 00:03/02:49 [3:14:53/40:23] Acc_iter 41000 Data time: 0.00(0.03) Forward time: 0.22(0.23) Batch time: 0.22(0.27) |
| 2025-05-10 14:14:12,978 INFO Train: 67/80 ( 84%) [ 63/621 ( 10%)] Loss: 0.7513 (0.760) LR: 5.790e-04 Time cost: 00:14/02:09 [3:15:04/33:28] Acc_iter 41050 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:14:23,790 INFO Train: 67/80 ( 84%) [ 113/621 ( 18%)] Loss: 0.7551 (0.767) LR: 5.728e-04 Time cost: 00:25/01:54 [3:15:15/32:14] Acc_iter 41100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:14:23,963 INFO |
| 2025-05-10 14:14:34,732 INFO Train: 67/80 ( 84%) [ 163/621 ( 26%)] Loss: 0.8051 (0.767) LR: 5.666e-04 Time cost: 00:36/01:42 [3:15:25/31:46] Acc_iter 41150 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:14:45,561 INFO Train: 67/80 ( 84%) [ 213/621 ( 34%)] Loss: 0.7535 (0.765) LR: 5.604e-04 Time cost: 00:47/01:30 [3:15:36/31:21] Acc_iter 41200 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:14:56,435 INFO Train: 67/80 ( 84%) [ 263/621 ( 42%)] Loss: 0.7077 (0.762) LR: 5.543e-04 Time cost: 00:58/01:19 [3:15:47/31:03] Acc_iter 41250 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:14:56,607 INFO |
| 2025-05-10 14:15:07,389 INFO Train: 67/80 ( 84%) [ 313/621 ( 50%)] Loss: 0.7065 (0.767) LR: 5.481e-04 Time cost: 01:09/01:07 [3:15:58/30:49] Acc_iter 41300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:15:18,259 INFO Train: 67/80 ( 84%) [ 363/621 ( 58%)] Loss: 0.8433 (0.769) LR: 5.420e-04 Time cost: 01:20/00:56 [3:16:09/30:34] Acc_iter 41350 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:15:29,104 INFO Train: 67/80 ( 84%) [ 413/621 ( 67%)] Loss: 0.9090 (0.769) LR: 5.360e-04 Time cost: 01:31/00:45 [3:16:20/30:20] Acc_iter 41400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:15:29,276 INFO |
| 2025-05-10 14:15:40,177 INFO Train: 67/80 ( 84%) [ 463/621 ( 75%)] Loss: 0.8273 (0.770) LR: 5.299e-04 Time cost: 01:42/00:34 [3:16:31/30:11] Acc_iter 41450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:15:51,173 INFO Train: 67/80 ( 84%) [ 513/621 ( 83%)] Loss: 0.8095 (0.769) LR: 5.239e-04 Time cost: 01:53/00:23 [3:16:42/29:59] Acc_iter 41500 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:16:02,085 INFO Train: 67/80 ( 84%) [ 563/621 ( 91%)] Loss: 0.8171 (0.769) LR: 5.179e-04 Time cost: 02:03/00:12 [3:16:53/29:47] Acc_iter 41550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:16:02,256 INFO |
| 2025-05-10 14:16:13,285 INFO Train: 67/80 ( 84%) [ 613/621 ( 99%)] Loss: 0.8269 (0.770) LR: 5.120e-04 Time cost: 02:15/00:01 [3:17:04/29:39] Acc_iter 41600 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:16:14,678 INFO Train: 67/80 ( 84%) [ 620/621 (100%)] Loss: 0.5809 (0.769) LR: 5.111e-04 Time cost: 02:16/00:00 [3:17:05/29:35] Acc_iter 41607 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:16:52,353 INFO Train: 68/80 ( 85%) [ 0/621 ( 0%)] Loss: 0.7307 (0.731) LR: 5.110e-04 Time cost: 00:00/08:41 [3:17:43/1:53:02] Acc_iter 41608 Data time: 0.48(0.48) Forward time: 0.30(0.30) Batch time: 0.78(0.78) |
| 2025-05-10 14:17:01,701 INFO Train: 68/80 ( 85%) [ 42/621 ( 7%)] Loss: 0.6695 (0.774) LR: 5.060e-04 Time cost: 00:10/02:17 [3:17:52/31:42] Acc_iter 41650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.24) |
| 2025-05-10 14:17:12,812 INFO Train: 68/80 ( 85%) [ 92/621 ( 15%)] Loss: 0.8607 (0.773) LR: 5.001e-04 Time cost: 00:21/02:01 [3:18:04/30:27] Acc_iter 41700 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 14:17:13,035 INFO |
| 2025-05-10 14:17:24,050 INFO Train: 68/80 ( 85%) [ 142/621 ( 23%)] Loss: 0.6836 (0.776) LR: 4.942e-04 Time cost: 00:32/01:48 [3:18:15/30:04] Acc_iter 41750 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 14:17:34,913 INFO Train: 68/80 ( 85%) [ 192/621 ( 31%)] Loss: 0.6558 (0.767) LR: 4.884e-04 Time cost: 00:43/01:36 [3:18:26/29:32] Acc_iter 41800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:17:45,868 INFO Train: 68/80 ( 85%) [ 242/621 ( 39%)] Loss: 0.9771 (0.769) LR: 4.826e-04 Time cost: 00:54/01:24 [3:18:37/29:11] Acc_iter 41850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:17:46,095 INFO |
| 2025-05-10 14:17:57,178 INFO Train: 68/80 ( 85%) [ 292/621 ( 47%)] Loss: 0.6923 (0.769) LR: 4.768e-04 Time cost: 01:05/01:13 [3:18:48/29:03] Acc_iter 41900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:18:08,302 INFO Train: 68/80 ( 85%) [ 342/621 ( 55%)] Loss: 1.386 (0.770) LR: 4.710e-04 Time cost: 01:16/01:02 [3:18:59/28:50] Acc_iter 41950 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:18:19,268 INFO Train: 68/80 ( 85%) [ 392/621 ( 63%)] Loss: 0.7409 (0.771) LR: 4.653e-04 Time cost: 01:27/00:51 [3:19:10/28:35] Acc_iter 42000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:18:19,490 INFO |
| 2025-05-10 14:18:30,585 INFO Train: 68/80 ( 85%) [ 442/621 ( 71%)] Loss: 0.7869 (0.768) LR: 4.596e-04 Time cost: 01:39/00:40 [3:19:21/28:26] Acc_iter 42050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:18:41,481 INFO Train: 68/80 ( 85%) [ 492/621 ( 79%)] Loss: 0.8683 (0.770) LR: 4.539e-04 Time cost: 01:49/00:28 [3:19:32/28:11] Acc_iter 42100 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:18:52,553 INFO Train: 68/80 ( 85%) [ 542/621 ( 87%)] Loss: 0.9965 (0.769) LR: 4.482e-04 Time cost: 02:01/00:17 [3:19:43/27:58] Acc_iter 42150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:18:52,786 INFO |
| 2025-05-10 14:19:03,844 INFO Train: 68/80 ( 85%) [ 592/621 ( 95%)] Loss: 0.8840 (0.769) LR: 4.426e-04 Time cost: 02:12/00:06 [3:19:55/27:49] Acc_iter 42200 Data time: 0.00(0.00) Forward time: 0.25(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 14:19:09,839 INFO Train: 68/80 ( 85%) [ 620/621 (100%)] Loss: 0.6430 (0.770) LR: 4.395e-04 Time cost: 02:18/00:00 [3:20:01/27:40] Acc_iter 42228 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:19:48,263 INFO Train: 69/80 ( 86%) [ 0/621 ( 0%)] Loss: 0.7429 (0.743) LR: 4.394e-04 Time cost: 00:00/08:00 [3:20:39/1:36:04] Acc_iter 42229 Data time: 0.43(0.43) Forward time: 0.32(0.32) Batch time: 0.75(0.75) |
| 2025-05-10 14:19:52,935 INFO Train: 69/80 ( 86%) [ 21/621 ( 3%)] Loss: 0.9979 (0.775) LR: 4.370e-04 Time cost: 00:05/02:28 [3:20:44/30:39] Acc_iter 42250 Data time: 0.00(0.02) Forward time: 0.22(0.22) Batch time: 0.22(0.25) |
| 2025-05-10 14:20:03,866 INFO Train: 69/80 ( 86%) [ 71/621 ( 11%)] Loss: 0.6476 (0.774) LR: 4.315e-04 Time cost: 00:16/02:05 [3:20:55/27:58] Acc_iter 42300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:20:04,040 INFO |
| 2025-05-10 14:20:15,021 INFO Train: 69/80 ( 86%) [ 121/621 ( 19%)] Loss: 0.7763 (0.759) LR: 4.259e-04 Time cost: 00:27/01:52 [3:21:06/27:34] Acc_iter 42350 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:20:25,775 INFO Train: 69/80 ( 86%) [ 171/621 ( 28%)] Loss: 0.8411 (0.760) LR: 4.204e-04 Time cost: 00:38/01:40 [3:21:17/27:00] Acc_iter 42400 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:20:36,765 INFO Train: 69/80 ( 86%) [ 221/621 ( 36%)] Loss: 0.7613 (0.768) LR: 4.150e-04 Time cost: 00:49/01:28 [3:21:28/26:45] Acc_iter 42450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:20:36,940 INFO |
| 2025-05-10 14:20:47,755 INFO Train: 69/80 ( 86%) [ 271/621 ( 44%)] Loss: 0.6639 (0.766) LR: 4.095e-04 Time cost: 01:00/01:17 [3:21:39/26:31] Acc_iter 42500 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:20:58,676 INFO Train: 69/80 ( 86%) [ 321/621 ( 52%)] Loss: 0.9948 (0.765) LR: 4.041e-04 Time cost: 01:11/01:06 [3:21:49/26:16] Acc_iter 42550 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:21:09,630 INFO Train: 69/80 ( 86%) [ 371/621 ( 60%)] Loss: 0.7676 (0.760) LR: 3.987e-04 Time cost: 01:22/00:55 [3:22:00/26:03] Acc_iter 42600 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:21:09,804 INFO |
| 2025-05-10 14:21:20,682 INFO Train: 69/80 ( 86%) [ 421/621 ( 68%)] Loss: 0.8343 (0.763) LR: 3.934e-04 Time cost: 01:33/00:44 [3:22:11/25:52] Acc_iter 42650 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:21:31,548 INFO Train: 69/80 ( 86%) [ 471/621 ( 76%)] Loss: 0.7287 (0.763) LR: 3.880e-04 Time cost: 01:44/00:33 [3:22:22/25:39] Acc_iter 42700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:21:42,466 INFO Train: 69/80 ( 86%) [ 521/621 ( 84%)] Loss: 1.029 (0.761) LR: 3.828e-04 Time cost: 01:54/00:22 [3:22:33/25:26] Acc_iter 42750 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:21:42,639 INFO |
| 2025-05-10 14:21:53,425 INFO Train: 69/80 ( 86%) [ 571/621 ( 92%)] Loss: 0.7231 (0.760) LR: 3.775e-04 Time cost: 02:05/00:11 [3:22:44/25:14] Acc_iter 42800 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 14:22:03,844 INFO Train: 69/80 ( 86%) [ 620/621 (100%)] Loss: 0.7579 (0.760) LR: 3.724e-04 Time cost: 02:16/00:00 [3:22:55/25:00] Acc_iter 42849 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:22:42,284 INFO Train: 70/80 ( 88%) [ 0/621 ( 0%)] Loss: 0.6919 (0.692) LR: 3.723e-04 Time cost: 00:01/12:41 [3:23:33/2:19:36] Acc_iter 42850 Data time: 0.47(0.47) Forward time: 0.54(0.54) Batch time: 1.01(1.01) |
| 2025-05-10 14:22:53,468 INFO Train: 70/80 ( 88%) [ 50/621 ( 8%)] Loss: 0.7826 (0.752) LR: 3.671e-04 Time cost: 00:12/02:18 [3:23:44/27:30] Acc_iter 42900 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 14:22:53,639 INFO |
| 2025-05-10 14:23:04,669 INFO Train: 70/80 ( 88%) [ 100/621 ( 16%)] Loss: 0.7148 (0.746) LR: 3.619e-04 Time cost: 00:23/02:01 [3:23:55/26:13] Acc_iter 42950 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:23:15,794 INFO Train: 70/80 ( 88%) [ 150/621 ( 24%)] Loss: 0.6325 (0.751) LR: 3.568e-04 Time cost: 00:34/01:48 [3:24:07/25:36] Acc_iter 43000 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:23:26,736 INFO Train: 70/80 ( 88%) [ 200/621 ( 32%)] Loss: 0.7389 (0.760) LR: 3.517e-04 Time cost: 00:45/01:35 [3:24:17/25:06] Acc_iter 43050 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:23:26,958 INFO |
| 2025-05-10 14:23:37,864 INFO Train: 70/80 ( 88%) [ 250/621 ( 40%)] Loss: 0.7880 (0.757) LR: 3.466e-04 Time cost: 00:56/01:23 [3:24:29/24:49] Acc_iter 43100 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:23:48,941 INFO Train: 70/80 ( 88%) [ 300/621 ( 48%)] Loss: 0.6346 (0.760) LR: 3.416e-04 Time cost: 01:07/01:12 [3:24:40/24:32] Acc_iter 43150 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:23:59,795 INFO Train: 70/80 ( 88%) [ 350/621 ( 56%)] Loss: 0.6761 (0.758) LR: 3.366e-04 Time cost: 01:18/01:00 [3:24:51/24:13] Acc_iter 43200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:24:00,017 INFO |
| 2025-05-10 14:24:10,993 INFO Train: 70/80 ( 88%) [ 400/621 ( 64%)] Loss: 0.6176 (0.757) LR: 3.316e-04 Time cost: 01:29/00:49 [3:25:02/24:02] Acc_iter 43250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:24:22,062 INFO Train: 70/80 ( 88%) [ 450/621 ( 72%)] Loss: 0.6485 (0.755) LR: 3.266e-04 Time cost: 01:41/00:38 [3:25:13/23:49] Acc_iter 43300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:24:33,182 INFO Train: 70/80 ( 88%) [ 500/621 ( 81%)] Loss: 0.7333 (0.755) LR: 3.217e-04 Time cost: 01:52/00:27 [3:25:24/23:36] Acc_iter 43350 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:24:33,401 INFO |
| 2025-05-10 14:24:44,546 INFO Train: 70/80 ( 88%) [ 550/621 ( 89%)] Loss: 0.7740 (0.757) LR: 3.169e-04 Time cost: 02:03/00:15 [3:25:35/23:27] Acc_iter 43400 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:24:55,440 INFO Train: 70/80 ( 88%) [ 600/621 ( 97%)] Loss: 0.7391 (0.755) LR: 3.120e-04 Time cost: 02:14/00:04 [3:25:46/23:13] Acc_iter 43450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:24:59,741 INFO Train: 70/80 ( 88%) [ 620/621 (100%)] Loss: 0.7934 (0.756) LR: 3.101e-04 Time cost: 02:18/00:00 [3:25:50/23:07] Acc_iter 43470 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:25:38,564 INFO Train: 71/80 ( 89%) [ 0/621 ( 0%)] Loss: 0.5892 (0.589) LR: 3.100e-04 Time cost: 00:00/08:00 [3:26:29/1:20:03] Acc_iter 43471 Data time: 0.44(0.44) Forward time: 0.39(0.39) Batch time: 0.83(0.83) |
| 2025-05-10 14:25:45,012 INFO Train: 71/80 ( 89%) [ 29/621 ( 5%)] Loss: 0.8131 (0.779) LR: 3.072e-04 Time cost: 00:07/02:22 [3:26:36/24:47] Acc_iter 43500 Data time: 0.00(0.02) Forward time: 0.21(0.23) Batch time: 0.21(0.24) |
| 2025-05-10 14:25:45,184 INFO |
| 2025-05-10 14:25:56,139 INFO Train: 71/80 ( 89%) [ 79/621 ( 13%)] Loss: 0.8279 (0.774) LR: 3.024e-04 Time cost: 00:18/02:04 [3:26:47/23:26] Acc_iter 43550 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:26:07,158 INFO Train: 71/80 ( 89%) [ 129/621 ( 21%)] Loss: 0.6304 (0.767) LR: 2.977e-04 Time cost: 00:29/01:51 [3:26:58/22:53] Acc_iter 43600 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:26:17,975 INFO Train: 71/80 ( 89%) [ 179/621 ( 29%)] Loss: 0.5908 (0.766) LR: 2.930e-04 Time cost: 00:40/01:38 [3:27:09/22:26] Acc_iter 43650 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:26:18,146 INFO |
| 2025-05-10 14:26:29,137 INFO Train: 71/80 ( 89%) [ 229/621 ( 37%)] Loss: 0.8298 (0.766) LR: 2.883e-04 Time cost: 00:51/01:27 [3:27:20/22:15] Acc_iter 43700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:26:39,949 INFO Train: 71/80 ( 89%) [ 279/621 ( 45%)] Loss: 0.9052 (0.760) LR: 2.837e-04 Time cost: 01:02/01:15 [3:27:31/21:56] Acc_iter 43750 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:26:50,886 INFO Train: 71/80 ( 89%) [ 329/621 ( 53%)] Loss: 0.9102 (0.762) LR: 2.791e-04 Time cost: 01:13/01:04 [3:27:42/21:42] Acc_iter 43800 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:26:51,058 INFO |
| 2025-05-10 14:27:02,009 INFO Train: 71/80 ( 89%) [ 379/621 ( 61%)] Loss: 0.6671 (0.761) LR: 2.745e-04 Time cost: 01:24/00:53 [3:27:53/21:32] Acc_iter 43850 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:27:12,886 INFO Train: 71/80 ( 89%) [ 429/621 ( 69%)] Loss: 0.8371 (0.762) LR: 2.699e-04 Time cost: 01:35/00:42 [3:28:04/21:18] Acc_iter 43900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:27:23,721 INFO Train: 71/80 ( 89%) [ 479/621 ( 77%)] Loss: 0.7269 (0.759) LR: 2.654e-04 Time cost: 01:45/00:31 [3:28:14/21:04] Acc_iter 43950 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 14:27:23,896 INFO |
| 2025-05-10 14:27:34,676 INFO Train: 71/80 ( 89%) [ 529/621 ( 85%)] Loss: 0.6608 (0.757) LR: 2.610e-04 Time cost: 01:56/00:20 [3:28:25/20:52] Acc_iter 44000 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:27:45,522 INFO Train: 71/80 ( 89%) [ 579/621 ( 93%)] Loss: 0.6574 (0.756) LR: 2.565e-04 Time cost: 02:07/00:09 [3:28:36/20:40] Acc_iter 44050 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:27:54,141 INFO Train: 71/80 ( 89%) [ 620/621 (100%)] Loss: 0.9105 (0.755) LR: 2.529e-04 Time cost: 02:16/00:00 [3:28:45/20:27] Acc_iter 44091 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:28:32,363 INFO Train: 72/80 ( 90%) [ 0/621 ( 0%)] Loss: 0.7016 (0.702) LR: 2.528e-04 Time cost: 00:00/07:31 [3:29:23/1:07:43] Acc_iter 44092 Data time: 0.47(0.47) Forward time: 0.37(0.37) Batch time: 0.84(0.84) |
| 2025-05-10 14:28:34,164 INFO Train: 72/80 ( 90%) [ 8/621 ( 1%)] Loss: 0.7120 (0.715) LR: 2.521e-04 Time cost: 00:02/02:52 [3:29:25/26:07] Acc_iter 44100 Data time: 0.00(0.05) Forward time: 0.24(0.24) Batch time: 0.24(0.29) |
| 2025-05-10 14:28:34,388 INFO |
| 2025-05-10 14:28:45,398 INFO Train: 72/80 ( 90%) [ 58/621 ( 9%)] Loss: 0.7330 (0.739) LR: 2.478e-04 Time cost: 00:13/02:11 [3:29:36/21:30] Acc_iter 44150 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.24) |
| 2025-05-10 14:28:56,322 INFO Train: 72/80 ( 90%) [ 108/621 ( 17%)] Loss: 0.6768 (0.738) LR: 2.434e-04 Time cost: 00:24/01:56 [3:29:47/20:41] Acc_iter 44200 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:29:07,390 INFO Train: 72/80 ( 90%) [ 158/621 ( 25%)] Loss: 0.7389 (0.739) LR: 2.391e-04 Time cost: 00:35/01:44 [3:29:58/20:21] Acc_iter 44250 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:29:07,614 INFO |
| 2025-05-10 14:29:18,654 INFO Train: 72/80 ( 90%) [ 208/621 ( 33%)] Loss: 0.7738 (0.743) LR: 2.349e-04 Time cost: 00:47/01:32 [3:30:09/20:10] Acc_iter 44300 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:29:29,489 INFO Train: 72/80 ( 90%) [ 258/621 ( 42%)] Loss: 0.6611 (0.743) LR: 2.306e-04 Time cost: 00:57/01:21 [3:30:20/19:50] Acc_iter 44350 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:29:40,488 INFO Train: 72/80 ( 90%) [ 308/621 ( 50%)] Loss: 0.7345 (0.745) LR: 2.264e-04 Time cost: 01:08/01:09 [3:30:31/19:36] Acc_iter 44400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:29:40,709 INFO |
| 2025-05-10 14:29:51,661 INFO Train: 72/80 ( 90%) [ 358/621 ( 58%)] Loss: 0.7115 (0.747) LR: 2.223e-04 Time cost: 01:20/00:58 [3:30:42/19:26] Acc_iter 44450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:30:02,639 INFO Train: 72/80 ( 90%) [ 408/621 ( 66%)] Loss: 0.7308 (0.747) LR: 2.182e-04 Time cost: 01:31/00:47 [3:30:53/19:12] Acc_iter 44500 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:30:13,541 INFO Train: 72/80 ( 90%) [ 458/621 ( 74%)] Loss: 0.7907 (0.745) LR: 2.141e-04 Time cost: 01:41/00:36 [3:31:04/18:59] Acc_iter 44550 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:30:13,780 INFO |
| 2025-05-10 14:30:24,796 INFO Train: 72/80 ( 90%) [ 508/621 ( 82%)] Loss: 0.7450 (0.745) LR: 2.100e-04 Time cost: 01:53/00:25 [3:31:16/18:49] Acc_iter 44600 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:30:35,890 INFO Train: 72/80 ( 90%) [ 558/621 ( 90%)] Loss: 0.8651 (0.745) LR: 2.060e-04 Time cost: 02:04/00:14 [3:31:27/18:38] Acc_iter 44650 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:30:46,790 INFO Train: 72/80 ( 90%) [ 608/621 ( 98%)] Loss: 0.7970 (0.745) LR: 2.020e-04 Time cost: 02:15/00:02 [3:31:38/18:25] Acc_iter 44700 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:30:47,013 INFO |
| 2025-05-10 14:30:49,471 INFO Train: 72/80 ( 90%) [ 620/621 (100%)] Loss: 0.8703 (0.746) LR: 2.011e-04 Time cost: 02:17/00:00 [3:31:40/18:22] Acc_iter 44712 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 14:31:27,811 INFO Train: 73/80 ( 91%) [ 0/621 ( 0%)] Loss: 0.8456 (0.846) LR: 2.010e-04 Time cost: 00:00/07:36 [3:32:19/1:00:49] Acc_iter 44713 Data time: 0.43(0.43) Forward time: 0.53(0.53) Batch time: 0.96(0.96) |
| 2025-05-10 14:31:35,962 INFO Train: 73/80 ( 91%) [ 37/621 ( 6%)] Loss: 0.7648 (0.728) LR: 1.981e-04 Time cost: 00:08/02:16 [3:32:27/19:13] Acc_iter 44750 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.23(0.24) |
| 2025-05-10 14:31:46,866 INFO Train: 73/80 ( 91%) [ 87/621 ( 14%)] Loss: 0.6615 (0.736) LR: 1.942e-04 Time cost: 00:19/02:00 [3:32:38/18:17] Acc_iter 44800 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:31:57,658 INFO Train: 73/80 ( 91%) [ 137/621 ( 22%)] Loss: 0.7874 (0.748) LR: 1.903e-04 Time cost: 00:30/01:47 [3:32:48/17:50] Acc_iter 44850 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:31:57,828 INFO |
| 2025-05-10 14:32:08,790 INFO Train: 73/80 ( 91%) [ 187/621 ( 30%)] Loss: 0.7660 (0.748) LR: 1.865e-04 Time cost: 00:41/01:36 [3:33:00/17:40] Acc_iter 44900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:32:19,669 INFO Train: 73/80 ( 91%) [ 237/621 ( 38%)] Loss: 0.7115 (0.749) LR: 1.827e-04 Time cost: 00:52/01:24 [3:33:10/17:25] Acc_iter 44950 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:32:30,497 INFO Train: 73/80 ( 91%) [ 287/621 ( 46%)] Loss: 0.6272 (0.750) LR: 1.789e-04 Time cost: 01:03/01:13 [3:33:21/17:10] Acc_iter 45000 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.19(0.22) |
| 2025-05-10 14:32:30,670 INFO |
| 2025-05-10 14:32:41,519 INFO Train: 73/80 ( 91%) [ 337/621 ( 54%)] Loss: 0.8204 (0.751) LR: 1.752e-04 Time cost: 01:14/01:02 [3:33:32/16:59] Acc_iter 45050 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:32:52,473 INFO Train: 73/80 ( 91%) [ 387/621 ( 62%)] Loss: 0.6695 (0.753) LR: 1.715e-04 Time cost: 01:25/00:51 [3:33:43/16:48] Acc_iter 45100 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:33:03,434 INFO Train: 73/80 ( 91%) [ 437/621 ( 70%)] Loss: 0.7245 (0.751) LR: 1.678e-04 Time cost: 01:36/00:40 [3:33:54/16:36] Acc_iter 45150 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:33:03,609 INFO |
| 2025-05-10 14:33:14,559 INFO Train: 73/80 ( 91%) [ 487/621 ( 78%)] Loss: 0.7157 (0.748) LR: 1.642e-04 Time cost: 01:47/00:29 [3:34:05/16:26] Acc_iter 45200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:33:25,641 INFO Train: 73/80 ( 91%) [ 537/621 ( 86%)] Loss: 0.7642 (0.748) LR: 1.606e-04 Time cost: 01:58/00:18 [3:34:16/16:16] Acc_iter 45250 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:33:36,480 INFO Train: 73/80 ( 91%) [ 587/621 ( 95%)] Loss: 0.7336 (0.750) LR: 1.571e-04 Time cost: 02:09/00:07 [3:34:27/16:04] Acc_iter 45300 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:33:36,649 INFO |
| 2025-05-10 14:33:43,928 INFO Train: 73/80 ( 91%) [ 620/621 (100%)] Loss: 1.138 (0.748) LR: 1.548e-04 Time cost: 02:16/00:00 [3:34:35/15:58] Acc_iter 45333 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:34:21,981 INFO Train: 74/80 ( 92%) [ 0/621 ( 0%)] Loss: 0.7484 (0.748) LR: 1.547e-04 Time cost: 00:01/10:29 [3:35:13/1:13:28] Acc_iter 45334 Data time: 0.44(0.44) Forward time: 0.43(0.43) Batch time: 0.88(0.88) |
| 2025-05-10 14:34:25,436 INFO Train: 74/80 ( 92%) [ 16/621 ( 3%)] Loss: 0.8104 (0.752) LR: 1.536e-04 Time cost: 00:04/02:39 [3:35:16/18:58] Acc_iter 45350 Data time: 0.00(0.03) Forward time: 0.22(0.23) Batch time: 0.22(0.25) |
| 2025-05-10 14:34:36,657 INFO Train: 74/80 ( 92%) [ 66/621 ( 11%)] Loss: 0.7001 (0.757) LR: 1.501e-04 Time cost: 00:15/02:09 [3:35:27/16:42] Acc_iter 45400 Data time: 0.00(0.01) Forward time: 0.20(0.22) Batch time: 0.20(0.23) |
| 2025-05-10 14:34:47,790 INFO Train: 74/80 ( 92%) [ 116/621 ( 19%)] Loss: 0.7884 (0.746) LR: 1.467e-04 Time cost: 00:26/01:55 [3:35:39/16:09] Acc_iter 45450 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:34:48,007 INFO |
| 2025-05-10 14:34:59,054 INFO Train: 74/80 ( 92%) [ 166/621 ( 27%)] Loss: 0.7914 (0.744) LR: 1.433e-04 Time cost: 00:38/01:43 [3:35:50/15:53] Acc_iter 45500 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:35:10,070 INFO Train: 74/80 ( 92%) [ 216/621 ( 35%)] Loss: 0.5906 (0.741) LR: 1.400e-04 Time cost: 00:49/01:31 [3:36:01/15:34] Acc_iter 45550 Data time: 0.00(0.01) Forward time: 0.18(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 14:35:21,078 INFO Train: 74/80 ( 92%) [ 266/621 ( 43%)] Loss: 0.9689 (0.742) LR: 1.367e-04 Time cost: 01:00/01:19 [3:36:12/15:18] Acc_iter 45600 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:35:21,295 INFO |
| 2025-05-10 14:35:32,337 INFO Train: 74/80 ( 92%) [ 316/621 ( 51%)] Loss: 0.7694 (0.741) LR: 1.334e-04 Time cost: 01:11/01:08 [3:36:23/15:07] Acc_iter 45650 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:35:43,373 INFO Train: 74/80 ( 92%) [ 366/621 ( 59%)] Loss: 0.8574 (0.741) LR: 1.301e-04 Time cost: 01:22/00:57 [3:36:34/14:53] Acc_iter 45700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:35:54,236 INFO Train: 74/80 ( 92%) [ 416/621 ( 67%)] Loss: 0.7515 (0.741) LR: 1.269e-04 Time cost: 01:33/00:45 [3:36:45/14:39] Acc_iter 45750 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:35:54,453 INFO |
| 2025-05-10 14:36:05,367 INFO Train: 74/80 ( 92%) [ 466/621 ( 75%)] Loss: 0.6094 (0.739) LR: 1.238e-04 Time cost: 01:44/00:34 [3:36:56/14:27] Acc_iter 45800 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:36:16,385 INFO Train: 74/80 ( 92%) [ 516/621 ( 83%)] Loss: 0.6210 (0.739) LR: 1.206e-04 Time cost: 01:55/00:23 [3:37:07/14:15] Acc_iter 45850 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:36:27,328 INFO Train: 74/80 ( 92%) [ 566/621 ( 91%)] Loss: 0.9283 (0.735) LR: 1.176e-04 Time cost: 02:06/00:12 [3:37:18/14:02] Acc_iter 45900 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:36:27,547 INFO |
| 2025-05-10 14:36:38,714 INFO Train: 74/80 ( 92%) [ 616/621 ( 99%)] Loss: 0.7409 (0.735) LR: 1.145e-04 Time cost: 02:17/00:01 [3:37:29/13:52] Acc_iter 45950 Data time: 0.00(0.00) Forward time: 0.26(0.22) Batch time: 0.27(0.22) |
| 2025-05-10 14:36:39,482 INFO Train: 74/80 ( 92%) [ 620/621 (100%)] Loss: 1.668 (0.736) LR: 1.143e-04 Time cost: 02:18/00:00 [3:37:30/13:51] Acc_iter 45954 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:37:18,312 INFO Train: 75/80 ( 94%) [ 0/621 ( 0%)] Loss: 0.6871 (0.687) LR: 1.142e-04 Time cost: 00:00/07:19 [3:38:09/43:58] Acc_iter 45955 Data time: 0.44(0.44) Forward time: 0.97(0.97) Batch time: 1.40(1.40) |
| 2025-05-10 14:37:28,164 INFO Train: 75/80 ( 94%) [ 45/621 ( 7%)] Loss: 0.6688 (0.725) LR: 1.115e-04 Time cost: 00:10/02:12 [3:38:19/14:05] Acc_iter 46000 Data time: 0.00(0.01) Forward time: 0.23(0.23) Batch time: 0.24(0.24) |
| 2025-05-10 14:37:39,253 INFO Train: 75/80 ( 94%) [ 95/621 ( 15%)] Loss: 0.7517 (0.736) LR: 1.085e-04 Time cost: 00:21/01:58 [3:38:30/13:38] Acc_iter 46050 Data time: 0.00(0.01) Forward time: 0.22(0.23) Batch time: 0.22(0.23) |
| 2025-05-10 14:37:39,427 INFO |
| 2025-05-10 14:37:50,389 INFO Train: 75/80 ( 94%) [ 145/621 ( 23%)] Loss: 0.8182 (0.747) LR: 1.056e-04 Time cost: 00:32/01:46 [3:38:41/13:24] Acc_iter 46100 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:38:01,248 INFO Train: 75/80 ( 94%) [ 195/621 ( 31%)] Loss: 0.7540 (0.749) LR: 1.027e-04 Time cost: 00:43/01:34 [3:38:52/13:06] Acc_iter 46150 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:38:12,067 INFO Train: 75/80 ( 94%) [ 245/621 ( 39%)] Loss: 0.6465 (0.747) LR: 9.985e-05 Time cost: 00:54/01:23 [3:39:03/12:50] Acc_iter 46200 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:38:12,286 INFO |
| 2025-05-10 14:38:23,129 INFO Train: 75/80 ( 94%) [ 295/621 ( 48%)] Loss: 0.7544 (0.747) LR: 9.704e-05 Time cost: 01:05/01:12 [3:39:14/12:39] Acc_iter 46250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:38:34,178 INFO Train: 75/80 ( 94%) [ 345/621 ( 56%)] Loss: 0.9596 (0.749) LR: 9.426e-05 Time cost: 01:16/01:01 [3:39:25/12:28] Acc_iter 46300 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:38:45,206 INFO Train: 75/80 ( 94%) [ 395/621 ( 64%)] Loss: 0.7199 (0.749) LR: 9.152e-05 Time cost: 01:27/00:49 [3:39:36/12:16] Acc_iter 46350 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 14:38:45,425 INFO |
| 2025-05-10 14:38:56,481 INFO Train: 75/80 ( 94%) [ 445/621 ( 72%)] Loss: 0.7765 (0.746) LR: 8.882e-05 Time cost: 01:38/00:39 [3:39:47/12:07] Acc_iter 46400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:39:07,496 INFO Train: 75/80 ( 94%) [ 495/621 ( 80%)] Loss: 0.8325 (0.746) LR: 8.616e-05 Time cost: 01:49/00:27 [3:39:58/11:55] Acc_iter 46450 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:39:18,448 INFO Train: 75/80 ( 94%) [ 545/621 ( 88%)] Loss: 0.7564 (0.747) LR: 8.354e-05 Time cost: 02:00/00:16 [3:40:09/11:44] Acc_iter 46500 Data time: 0.00(0.00) Forward time: 0.25(0.22) Batch time: 0.25(0.22) |
| 2025-05-10 14:39:18,672 INFO |
| 2025-05-10 14:39:29,627 INFO Train: 75/80 ( 94%) [ 595/621 ( 96%)] Loss: 0.7104 (0.747) LR: 8.096e-05 Time cost: 02:12/00:05 [3:40:20/11:33] Acc_iter 46550 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:39:34,843 INFO Train: 75/80 ( 94%) [ 620/621 (100%)] Loss: 0.5403 (0.746) LR: 7.968e-05 Time cost: 02:17/00:00 [3:40:26/11:26] Acc_iter 46575 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:40:14,229 INFO Train: 76/80 ( 95%) [ 0/621 ( 0%)] Loss: 0.7272 (0.727) LR: 7.963e-05 Time cost: 00:00/07:38 [3:41:05/38:14] Acc_iter 46576 Data time: 0.41(0.41) Forward time: 0.61(0.61) Batch time: 1.03(1.03) |
| 2025-05-10 14:40:19,551 INFO Train: 76/80 ( 95%) [ 24/621 ( 4%)] Loss: 0.9328 (0.711) LR: 7.842e-05 Time cost: 00:06/02:24 [3:41:10/12:26] Acc_iter 46600 Data time: 0.00(0.02) Forward time: 0.19(0.23) Batch time: 0.19(0.25) |
| 2025-05-10 14:40:30,613 INFO Train: 76/80 ( 95%) [ 74/621 ( 12%)] Loss: 0.8758 (0.723) LR: 7.592e-05 Time cost: 00:17/02:04 [3:41:21/11:31] Acc_iter 46650 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:40:30,835 INFO |
| 2025-05-10 14:40:41,820 INFO Train: 76/80 ( 95%) [ 124/621 ( 20%)] Loss: 0.5693 (0.726) LR: 7.345e-05 Time cost: 00:28/01:52 [3:41:33/11:15] Acc_iter 46700 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:40:52,664 INFO Train: 76/80 ( 95%) [ 174/621 ( 28%)] Loss: 0.6905 (0.725) LR: 7.103e-05 Time cost: 00:39/01:40 [3:41:43/10:56] Acc_iter 46750 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:41:03,658 INFO Train: 76/80 ( 95%) [ 224/621 ( 36%)] Loss: 0.7915 (0.727) LR: 6.865e-05 Time cost: 00:50/01:28 [3:41:54/10:42] Acc_iter 46800 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:41:03,832 INFO |
| 2025-05-10 14:41:14,794 INFO Train: 76/80 ( 95%) [ 274/621 ( 44%)] Loss: 0.6221 (0.727) LR: 6.630e-05 Time cost: 01:01/01:17 [3:42:06/10:31] Acc_iter 46850 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:41:25,783 INFO Train: 76/80 ( 95%) [ 324/621 ( 52%)] Loss: 0.6984 (0.730) LR: 6.400e-05 Time cost: 01:12/01:06 [3:42:17/10:18] Acc_iter 46900 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:41:36,748 INFO Train: 76/80 ( 95%) [ 374/621 ( 60%)] Loss: 0.6626 (0.733) LR: 6.174e-05 Time cost: 01:23/00:54 [3:42:28/10:06] Acc_iter 46950 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:41:36,919 INFO |
| 2025-05-10 14:41:47,725 INFO Train: 76/80 ( 95%) [ 424/621 ( 68%)] Loss: 0.8204 (0.738) LR: 5.951e-05 Time cost: 01:34/00:43 [3:42:38/09:54] Acc_iter 47000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:41:58,420 INFO Train: 76/80 ( 95%) [ 474/621 ( 76%)] Loss: 0.6927 (0.738) LR: 5.733e-05 Time cost: 01:44/00:32 [3:42:49/09:41] Acc_iter 47050 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:42:09,284 INFO Train: 76/80 ( 95%) [ 524/621 ( 84%)] Loss: 0.9185 (0.739) LR: 5.519e-05 Time cost: 01:55/00:21 [3:43:00/09:29] Acc_iter 47100 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:42:09,458 INFO |
| 2025-05-10 14:42:20,453 INFO Train: 76/80 ( 95%) [ 574/621 ( 92%)] Loss: 0.6385 (0.739) LR: 5.308e-05 Time cost: 02:06/00:10 [3:43:11/09:18] Acc_iter 47150 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:42:30,479 INFO Train: 76/80 ( 95%) [ 620/621 (100%)] Loss: 0.5300 (0.739) LR: 5.118e-05 Time cost: 02:16/00:00 [3:43:21/09:08] Acc_iter 47196 Data time: 0.00(0.00) Forward time: 0.08(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:43:09,101 INFO Train: 77/80 ( 96%) [ 0/621 ( 0%)] Loss: 0.6910 (0.691) LR: 5.114e-05 Time cost: 00:00/07:47 [3:44:00/31:11] Acc_iter 47197 Data time: 0.43(0.43) Forward time: 0.31(0.31) Batch time: 0.74(0.74) |
| 2025-05-10 14:43:09,795 INFO Train: 77/80 ( 96%) [ 3/621 ( 0%)] Loss: 0.6356 (0.779) LR: 5.102e-05 Time cost: 00:01/03:43 [3:44:01/14:57] Acc_iter 47200 Data time: 0.00(0.11) Forward time: 0.25(0.25) Batch time: 0.25(0.36) |
| 2025-05-10 14:43:20,818 INFO Train: 77/80 ( 96%) [ 53/621 ( 9%)] Loss: 0.7354 (0.738) LR: 4.899e-05 Time cost: 00:12/02:11 [3:44:12/09:21] Acc_iter 47250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:43:20,985 INFO |
| 2025-05-10 14:43:31,973 INFO Train: 77/80 ( 96%) [ 103/621 ( 17%)] Loss: 0.6604 (0.736) LR: 4.701e-05 Time cost: 00:23/01:57 [3:44:23/09:00] Acc_iter 47300 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:43:42,811 INFO Train: 77/80 ( 96%) [ 153/621 ( 25%)] Loss: 0.6439 (0.739) LR: 4.507e-05 Time cost: 00:34/01:44 [3:44:34/08:41] Acc_iter 47350 Data time: 0.00(0.01) Forward time: 0.17(0.22) Batch time: 0.18(0.22) |
| 2025-05-10 14:43:53,700 INFO Train: 77/80 ( 96%) [ 203/621 ( 33%)] Loss: 0.7858 (0.738) LR: 4.317e-05 Time cost: 00:45/01:32 [3:44:44/08:27] Acc_iter 47400 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:43:53,869 INFO |
| 2025-05-10 14:44:04,693 INFO Train: 77/80 ( 96%) [ 253/621 ( 41%)] Loss: 0.6688 (0.738) LR: 4.131e-05 Time cost: 00:56/01:21 [3:44:55/08:14] Acc_iter 47450 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:44:15,563 INFO Train: 77/80 ( 96%) [ 303/621 ( 49%)] Loss: 0.6320 (0.738) LR: 3.948e-05 Time cost: 01:07/01:10 [3:45:06/08:02] Acc_iter 47500 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:44:26,374 INFO Train: 77/80 ( 96%) [ 353/621 ( 57%)] Loss: 0.6185 (0.737) LR: 3.770e-05 Time cost: 01:18/00:59 [3:45:17/07:49] Acc_iter 47550 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:44:26,545 INFO |
| 2025-05-10 14:44:37,590 INFO Train: 77/80 ( 96%) [ 403/621 ( 65%)] Loss: 0.7151 (0.735) LR: 3.596e-05 Time cost: 01:29/00:48 [3:45:28/07:39] Acc_iter 47600 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:44:48,399 INFO Train: 77/80 ( 96%) [ 453/621 ( 73%)] Loss: 0.7199 (0.736) LR: 3.426e-05 Time cost: 01:40/00:37 [3:45:39/07:27] Acc_iter 47650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:44:59,345 INFO Train: 77/80 ( 96%) [ 503/621 ( 81%)] Loss: 0.7435 (0.738) LR: 3.260e-05 Time cost: 01:50/00:25 [3:45:50/07:16] Acc_iter 47700 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:44:59,511 INFO |
| 2025-05-10 14:45:10,395 INFO Train: 77/80 ( 96%) [ 553/621 ( 89%)] Loss: 0.7872 (0.737) LR: 3.099e-05 Time cost: 02:02/00:14 [3:46:01/07:05] Acc_iter 47750 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:45:21,185 INFO Train: 77/80 ( 96%) [ 603/621 ( 97%)] Loss: 0.8090 (0.739) LR: 2.941e-05 Time cost: 02:12/00:03 [3:46:12/06:53] Acc_iter 47800 Data time: 0.00(0.00) Forward time: 0.18(0.22) Batch time: 0.18(0.22) |
| 2025-05-10 14:45:24,918 INFO Train: 77/80 ( 96%) [ 620/621 (100%)] Loss: 0.7260 (0.738) LR: 2.888e-05 Time cost: 02:16/00:00 [3:46:16/06:49] Acc_iter 47817 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:46:02,995 INFO Train: 78/80 ( 98%) [ 0/621 ( 0%)] Loss: 0.8508 (0.851) LR: 2.885e-05 Time cost: 00:00/07:56 [3:46:54/23:50] Acc_iter 47818 Data time: 0.46(0.46) Forward time: 0.39(0.39) Batch time: 0.85(0.85) |
| 2025-05-10 14:46:09,995 INFO Train: 78/80 ( 98%) [ 32/621 ( 5%)] Loss: 0.7084 (0.707) LR: 2.787e-05 Time cost: 00:07/02:18 [3:47:01/07:11] Acc_iter 47850 Data time: 0.00(0.02) Forward time: 0.23(0.22) Batch time: 0.24(0.24) |
| 2025-05-10 14:46:10,167 INFO |
| 2025-05-10 14:46:21,180 INFO Train: 78/80 ( 98%) [ 82/621 ( 13%)] Loss: 0.8866 (0.739) LR: 2.638e-05 Time cost: 00:18/02:03 [3:47:12/06:46] Acc_iter 47900 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:46:32,202 INFO Train: 78/80 ( 98%) [ 132/621 ( 21%)] Loss: 0.7360 (0.733) LR: 2.492e-05 Time cost: 00:29/01:50 [3:47:23/06:30] Acc_iter 47950 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:46:43,267 INFO Train: 78/80 ( 98%) [ 182/621 ( 29%)] Loss: 0.7610 (0.737) LR: 2.351e-05 Time cost: 00:41/01:38 [3:47:34/06:16] Acc_iter 48000 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:46:43,438 INFO |
| 2025-05-10 14:46:54,371 INFO Train: 78/80 ( 98%) [ 232/621 ( 37%)] Loss: 0.7278 (0.741) LR: 2.214e-05 Time cost: 00:52/01:27 [3:47:45/06:05] Acc_iter 48050 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:47:05,470 INFO Train: 78/80 ( 98%) [ 282/621 ( 45%)] Loss: 0.7219 (0.737) LR: 2.081e-05 Time cost: 01:03/01:15 [3:47:56/05:53] Acc_iter 48100 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:47:16,448 INFO Train: 78/80 ( 98%) [ 332/621 ( 53%)] Loss: 0.7600 (0.737) LR: 1.951e-05 Time cost: 01:14/01:04 [3:48:07/05:41] Acc_iter 48150 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:47:16,619 INFO |
| 2025-05-10 14:47:27,846 INFO Train: 78/80 ( 98%) [ 382/621 ( 62%)] Loss: 0.7301 (0.734) LR: 1.827e-05 Time cost: 01:25/00:53 [3:48:19/05:31] Acc_iter 48200 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:47:38,743 INFO Train: 78/80 ( 98%) [ 432/621 ( 70%)] Loss: 0.8510 (0.732) LR: 1.706e-05 Time cost: 01:36/00:42 [3:48:29/05:18] Acc_iter 48250 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:47:49,804 INFO Train: 78/80 ( 98%) [ 482/621 ( 78%)] Loss: 0.6381 (0.733) LR: 1.589e-05 Time cost: 01:47/00:30 [3:48:41/05:07] Acc_iter 48300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:47:49,972 INFO |
| 2025-05-10 14:48:00,887 INFO Train: 78/80 ( 98%) [ 532/621 ( 86%)] Loss: 0.8588 (0.732) LR: 1.476e-05 Time cost: 01:58/00:19 [3:48:52/04:56] Acc_iter 48350 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:48:11,891 INFO Train: 78/80 ( 98%) [ 582/621 ( 94%)] Loss: 0.7401 (0.733) LR: 1.368e-05 Time cost: 02:09/00:08 [3:49:03/04:44] Acc_iter 48400 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:48:20,056 INFO Train: 78/80 ( 98%) [ 620/621 (100%)] Loss: 0.6065 (0.733) LR: 1.288e-05 Time cost: 02:17/00:00 [3:49:11/04:35] Acc_iter 48438 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:48:58,746 INFO Train: 79/80 ( 99%) [ 0/621 ( 0%)] Loss: 0.7831 (0.783) LR: 1.286e-05 Time cost: 00:01/15:09 [3:49:50/30:18] Acc_iter 48439 Data time: 0.43(0.43) Forward time: 0.64(0.64) Batch time: 1.07(1.07) |
| 2025-05-10 14:49:01,235 INFO Train: 79/80 ( 99%) [ 11/621 ( 2%)] Loss: 0.6523 (0.712) LR: 1.264e-05 Time cost: 00:03/03:20 [3:49:52/06:45] Acc_iter 48450 Data time: 0.00(0.04) Forward time: 0.21(0.26) Batch time: 0.21(0.30) |
| 2025-05-10 14:49:01,406 INFO |
| 2025-05-10 14:49:12,197 INFO Train: 79/80 ( 99%) [ 61/621 ( 10%)] Loss: 0.8959 (0.745) LR: 1.163e-05 Time cost: 00:14/02:14 [3:50:03/04:44] Acc_iter 48500 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.23) |
| 2025-05-10 14:49:23,142 INFO Train: 79/80 ( 99%) [ 111/621 ( 18%)] Loss: 0.6839 (0.738) LR: 1.067e-05 Time cost: 00:25/01:57 [3:50:14/04:21] Acc_iter 48550 Data time: 0.00(0.01) Forward time: 0.21(0.22) Batch time: 0.21(0.23) |
| 2025-05-10 14:49:34,044 INFO Train: 79/80 ( 99%) [ 161/621 ( 26%)] Loss: 0.8043 (0.742) LR: 9.755e-06 Time cost: 00:36/01:44 [3:50:25/04:05] Acc_iter 48600 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:49:34,215 INFO |
| 2025-05-10 14:49:45,332 INFO Train: 79/80 ( 99%) [ 211/621 ( 34%)] Loss: 0.8453 (0.740) LR: 8.877e-06 Time cost: 00:48/01:32 [3:50:36/03:53] Acc_iter 48650 Data time: 0.00(0.01) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:49:56,288 INFO Train: 79/80 ( 99%) [ 261/621 ( 42%)] Loss: 0.7806 (0.737) LR: 8.040e-06 Time cost: 00:59/01:21 [3:50:47/03:40] Acc_iter 48700 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:50:07,148 INFO Train: 79/80 ( 99%) [ 311/621 ( 50%)] Loss: 0.8498 (0.736) LR: 7.245e-06 Time cost: 01:09/01:09 [3:50:58/03:28] Acc_iter 48750 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:50:07,325 INFO |
| 2025-05-10 14:50:18,281 INFO Train: 79/80 ( 99%) [ 361/621 ( 58%)] Loss: 0.8977 (0.735) LR: 6.491e-06 Time cost: 01:20/00:58 [3:51:09/03:17] Acc_iter 48800 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:50:29,207 INFO Train: 79/80 ( 99%) [ 411/621 ( 66%)] Loss: 0.5585 (0.733) LR: 5.779e-06 Time cost: 01:31/00:46 [3:51:20/03:05] Acc_iter 48850 Data time: 0.00(0.00) Forward time: 0.24(0.22) Batch time: 0.24(0.22) |
| 2025-05-10 14:50:40,488 INFO Train: 79/80 ( 99%) [ 461/621 ( 74%)] Loss: 0.7117 (0.734) LR: 5.109e-06 Time cost: 01:43/00:35 [3:51:31/02:54] Acc_iter 48900 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:50:40,659 INFO |
| 2025-05-10 14:50:51,606 INFO Train: 79/80 ( 99%) [ 511/621 ( 82%)] Loss: 0.7542 (0.735) LR: 4.479e-06 Time cost: 01:54/00:24 [3:51:42/02:43] Acc_iter 48950 Data time: 0.00(0.00) Forward time: 0.20(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:51:02,532 INFO Train: 79/80 ( 99%) [ 561/621 ( 90%)] Loss: 0.7044 (0.736) LR: 3.892e-06 Time cost: 02:05/00:13 [3:51:53/02:31] Acc_iter 49000 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:51:13,354 INFO Train: 79/80 ( 99%) [ 611/621 ( 98%)] Loss: 0.7390 (0.735) LR: 3.346e-06 Time cost: 02:16/00:02 [3:52:04/02:20] Acc_iter 49050 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:51:13,532 INFO |
| 2025-05-10 14:51:15,377 INFO Train: 79/80 ( 99%) [ 620/621 (100%)] Loss: 0.5467 (0.735) LR: 3.252e-06 Time cost: 02:18/00:00 [3:52:06/02:18] Acc_iter 49059 Data time: 0.00(0.00) Forward time: 0.07(0.22) Batch time: 0.08(0.22) |
| 2025-05-10 14:51:54,560 INFO Train: 80/80 (100%) [ 0/621 ( 0%)] Loss: 0.6830 (0.683) LR: 3.242e-06 Time cost: 00:02/21:35 [3:52:45/21:35] Acc_iter 49060 Data time: 0.43(0.43) Forward time: 0.99(0.99) Batch time: 1.42(1.42) |
| 2025-05-10 14:52:03,345 INFO Train: 80/80 (100%) [ 40/621 ( 6%)] Loss: 0.7598 (0.718) LR: 2.841e-06 Time cost: 00:10/02:34 [3:52:54/02:34] Acc_iter 49100 Data time: 0.00(0.01) Forward time: 0.22(0.24) Batch time: 0.22(0.25) |
| 2025-05-10 14:52:14,251 INFO Train: 80/80 (100%) [ 90/621 ( 14%)] Loss: 0.6919 (0.724) LR: 2.378e-06 Time cost: 00:21/02:07 [3:53:05/02:07] Acc_iter 49150 Data time: 0.00(0.01) Forward time: 0.19(0.22) Batch time: 0.19(0.23) |
| 2025-05-10 14:52:25,112 INFO Train: 80/80 (100%) [ 140/621 ( 23%)] Loss: 0.8744 (0.729) LR: 1.957e-06 Time cost: 00:32/01:51 [3:53:16/01:51] Acc_iter 49200 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:52:25,288 INFO |
| 2025-05-10 14:52:36,131 INFO Train: 80/80 (100%) [ 190/621 ( 31%)] Loss: 0.6655 (0.722) LR: 1.577e-06 Time cost: 00:43/01:38 [3:53:27/01:38] Acc_iter 49250 Data time: 0.00(0.01) Forward time: 0.22(0.22) Batch time: 0.22(0.23) |
| 2025-05-10 14:52:46,958 INFO Train: 80/80 (100%) [ 240/621 ( 39%)] Loss: 0.6216 (0.725) LR: 1.239e-06 Time cost: 00:54/01:26 [3:53:38/01:26] Acc_iter 49300 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.21(0.22) |
| 2025-05-10 14:52:57,871 INFO Train: 80/80 (100%) [ 290/621 ( 47%)] Loss: 0.6149 (0.725) LR: 9.426e-07 Time cost: 01:05/01:14 [3:53:49/01:14] Acc_iter 49350 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:52:58,045 INFO |
| 2025-05-10 14:53:08,993 INFO Train: 80/80 (100%) [ 340/621 ( 55%)] Loss: 0.8718 (0.725) LR: 6.878e-07 Time cost: 01:16/01:03 [3:54:00/01:03] Acc_iter 49400 Data time: 0.00(0.00) Forward time: 0.21(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:53:19,805 INFO Train: 80/80 (100%) [ 390/621 ( 63%)] Loss: 0.7548 (0.728) LR: 4.745e-07 Time cost: 01:27/00:51 [3:54:11/00:51] Acc_iter 49450 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:53:30,647 INFO Train: 80/80 (100%) [ 440/621 ( 71%)] Loss: 0.8422 (0.726) LR: 3.029e-07 Time cost: 01:38/00:40 [3:54:21/00:40] Acc_iter 49500 Data time: 0.00(0.00) Forward time: 0.23(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:53:30,820 INFO |
| 2025-05-10 14:53:41,694 INFO Train: 80/80 (100%) [ 490/621 ( 79%)] Loss: 0.6798 (0.726) LR: 1.730e-07 Time cost: 01:49/00:29 [3:54:32/00:29] Acc_iter 49550 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.22(0.22) |
| 2025-05-10 14:53:52,509 INFO Train: 80/80 (100%) [ 540/621 ( 87%)] Loss: 0.7312 (0.727) LR: 8.466e-08 Time cost: 02:00/00:17 [3:54:43/00:17] Acc_iter 49600 Data time: 0.00(0.00) Forward time: 0.19(0.22) Batch time: 0.20(0.22) |
| 2025-05-10 14:54:03,526 INFO Train: 80/80 (100%) [ 590/621 ( 95%)] Loss: 0.9644 (0.729) LR: 3.801e-08 Time cost: 02:11/00:06 [3:54:54/00:06] Acc_iter 49650 Data time: 0.00(0.00) Forward time: 0.22(0.22) Batch time: 0.23(0.22) |
| 2025-05-10 14:54:03,700 INFO |
| 2025-05-10 14:54:10,243 INFO Train: 80/80 (100%) [ 620/621 (100%)] Loss: 0.5273 (0.729) LR: 3.001e-08 Time cost: 02:17/00:00 [3:55:01/00:00] Acc_iter 49680 Data time: 0.00(0.00) Forward time: 0.09(0.22) Batch time: 0.09(0.22) |
| 2025-05-10 14:54:11,377 INFO **********************End training cfgs/once_models/sara3d(run_1)********************** |
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| |
| |
| 2025-05-10 14:54:11,378 INFO **********************Start evaluation cfgs/once_models/sara3d(run_1)********************** |
| 2025-05-10 14:54:11,378 INFO Loading ONCE dataset |
| 2025-05-10 14:54:11,742 INFO Total samples for ONCE dataset: 3321 |
| 2025-05-10 14:54:11,769 INFO ==> Loading parameters from checkpoint /fs-computility/MA4Tool/yuanjiakang/Moce/AutoAD/results/Auto3Det/20250510_102459_SARA3D/run_1/output/cfgs/once_models/sara3d/run_1/ckpt/checkpoint_epoch_80.pth to GPU |
| 2025-05-10 14:54:11,813 INFO ==> Checkpoint trained from version: pcdet+0.6.0+8caccce+py0000000 |
| 2025-05-10 14:54:11,831 INFO ==> Done (loaded 291/291) |
| 2025-05-10 14:54:11,834 INFO *************** EPOCH 80 EVALUATION ***************** |
| 2025-05-10 14:55:33,190 INFO *************** Performance of EPOCH 80 ***************** |
| 2025-05-10 14:55:33,191 INFO Generate label finished(sec_per_example: 0.0245 second). |
| 2025-05-10 14:55:33,191 INFO recall_roi_0.3: 0.000000 |
| 2025-05-10 14:55:33,192 INFO recall_rcnn_0.3: 0.000000 |
| 2025-05-10 14:55:33,192 INFO recall_roi_0.5: 0.000000 |
| 2025-05-10 14:55:33,192 INFO recall_rcnn_0.5: 0.000000 |
| 2025-05-10 14:55:33,192 INFO recall_roi_0.7: 0.000000 |
| 2025-05-10 14:55:33,192 INFO recall_rcnn_0.7: 0.000000 |
| 2025-05-10 14:55:33,193 INFO Average predicted number of objects(3321 samples): 54.900 |
| 2025-05-10 14:55:53,301 INFO |
| |AP@50 |overall |0-30m |30-50m |50m-inf | |
| |Vehicle |78.22 |88.22 |72.84 |60.28 | |
| |Pedestrian |51.78 |59.55 |43.49 |25.84 | |
| |Cyclist |67.67 |77.57 |62.61 |46.40 | |
| |mAP |65.89 |75.12 |59.65 |44.18 | |
| |
| 2025-05-10 14:55:53,302 INFO Result is saved to /fs-computility/MA4Tool/yuanjiakang/Moce/AutoAD/results/Auto3Det/20250510_102459_SARA3D/run_1/output/cfgs/once_models/sara3d/run_1/eval/eval_with_train |
| 2025-05-10 14:55:53,303 INFO ****************Evaluation done.***************** |
| 2025-05-10 14:55:53,311 INFO **********************End evaluation cfgs/once_models/sara3d(run_1)********************** |
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