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mlpc-ucsd / TESTR

(CVPR 2022) Text Spotting Transformers
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Training from scratch and got no results #7

Closed wulitaotao1 closed 2 years ago

wulitaotao1 commented 2 years ago

Thanks for making this great work open source.

but I have trained 255K steps from scratch , and the totaltext hmean is always 0. (Use 8 GPUS,Pretrain/testr_r50.yaml and all the parameters are default)

wulitaotao1 commented 2 years ago

Using totaltext/testr_r50.yaml and the pretrained model that you provided, totaltext hmean is 87.6(~88.00)

zx1239856 commented 2 years ago

Please attach the training logs (and maybe your python environment like cuda, pytorch, etc. versions) so we might be able to help

Shualite commented 2 years ago

@zx1239856 @wulitaotao1 May I see your training log? I try to re-produce the results in paper, too. Thx.

wulitaotao1 commented 2 years ago

for bezier pretraining version, i use detectron2(comiit id: 9eb4831) according to the Adelaidet/README.md. for polygon pretraining version, i use detectron2 with main branch. And both versions of hmean are 0.

The log file is very large, I only intercept some important information here. Bezier pretraining version training log: Command Line Args: Namespace(config_file='configs/TESTR/Pretrain/TESTR_R_50.yaml', dist_url='tcp://127.0.0.1:50152', eval_only=False, machine_rank=0, num_gpus=8, num_machines=1, opts=['SOLVER.IMS_PER_BATCH', '8'], output_dir='/home/ma-user/modelarts/outputs/output_dir_0/', pretrain_ckpt='/home/ma-user/modelarts/inputs/pretrain_ckpt_1/R-50.pkl', resume=False) WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. [32m[07/28 09:45:54 detectron2]: [0mRank of current process: 0. World size: 8 WARNING:detectron2.config.compat:Config 'configs/TESTR/Pretrain/TESTR_R_50.yaml' has no VERSION. Assuming it to be compatible with latest v2. [32m[07/28 09:45:55 detectron2]: [0mEnvironment info:

sys.platform linux Python 3.7.10 (default, Jun 4 2021, 14:48:32) [GCC 7.5.0] numpy 1.21.6 detectron2 0.1.3 @/home/ma-user/software/detectron2/detectron2 Compiler GCC 7.5 CUDA compiler CUDA 10.2 detectron2 arch flags sm_60 DETECTRON2_ENV_MODULE PyTorch 1.8.0 @/home/ma-user/anaconda3/envs/PyTorch-1.8/lib/python3.7/site-packages/torch PyTorch debug build False GPU available True GPU 0,1,2,3,4,5,6,7 Tesla V100-PCIE-16GB CUDA_HOME /usr/local/cuda Pillow 9.1.1 torchvision 0.9.0 @/home/ma-user/anaconda3/envs/PyTorch-1.8/lib/python3.7/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 fvcore 0.1.5.post20220512 cv2 4.1.2

PyTorch built with:

Shualite commented 2 years ago

@wulitaotao1 @zx1239856 we only use 15 images in totaltext training sets. Training loss cannot decrease.

[08/02 10:54:16] d2.data.dataset_mapper INFO: Augmentations used in training: [RandomCrop(crop_type='relative_range', crop_size=[0.1, 0.1]), ResizeShortestEdge(short_edge_length=(480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800, 832, 864, 896), max_size=1600, sample_style='choice'), RandomFlip()] [08/02 10:54:16] adet.data.dataset_mapper INFO: Rebuilding the augmentations. The previous augmentations will be overridden. [08/02 10:54:16] adet.data.detection_utils INFO: Augmentations used in training: [ResizeShortestEdge(short_edge_length=(480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800, 832, 864, 896), max_size=1600, sample_style='choice')] [08/02 10:54:16] adet.data.dataset_mapper INFO: Cropping used in training: RandomCropWithInstance(crop_type='relative_range', crop_size=[0.1, 0.1], crop_instance=False) [08/02 11:01:58] detectron2 INFO: Rank of current process: 0. World size: 1 [08/02 11:01:59] detectron2 INFO: Environment info:

sys.platform linux Python 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0] numpy 1.21.0 detectron2 0.1.3 @/mnt/storage01/fengshuyang/code/TESTR/detectron2/detectron2 Compiler GCC 7.5 CUDA compiler CUDA 10.2 detectron2 arch flags sm_61 DETECTRON2_ENV_MODULE PyTorch 1.10.1+cu102 @/root/anaconda3/envs/ocr_trans/lib/python3.8/site-packages/torch PyTorch debug build False GPU available True GPU 0 Tesla P40 CUDA_HOME /usr/local/cuda-10.2 Pillow 9.2.0 torchvision 0.11.2+cu102 @/root/anaconda3/envs/ocr_trans/lib/python3.8/site-packages/torchvision torchvision arch flags sm_35, sm_50, sm_60, sm_70, sm_75 fvcore 0.1.5.post20220512 cv2 4.6.0

PyTorch built with:

[08/02 11:01:59] detectron2 INFO: Command line arguments: Namespace(config_file='configs/TESTR/Pretrain/TESTR_R_50.yaml', dist_url='tcp://127.0.0.1:49152', eval_only=False, machine_rank=0, num_gpus=1, num_machines=1, opts=[], resume=False) [08/02 11:01:59] detectron2 INFO: Contents of args.config_file=configs/TESTR/Pretrain/TESTR_R_50.yaml: BASE: "Base-Pretrain.yaml" MODEL: WEIGHTS: "ckpt/R-50.pkl" RESNETS: DEPTH: 50 TRANSFORMER: NUM_FEATURE_LEVELS: 4 ENC_LAYERS: 6 DEC_LAYERS: 6 DIM_FEEDFORWARD: 1024 HIDDEN_DIM: 256 DROPOUT: 0.1 NHEADS: 8 NUM_QUERIES: 100 ENC_N_POINTS: 4 DEC_N_POINTS: 4 SOLVER: IMS_PER_BATCH: 1 BASE_LR: 2e-4 LR_BACKBONE: 2e-5 WARMUP_ITERS: 0 STEPS: (340000,) MAX_ITER: 440000 CHECKPOINT_PERIOD: 10000 TEST: EVAL_PERIOD: 10000 OUTPUT_DIR: "output/TESTR/pretrain/TESTR_R_50"

[08/02 11:01:59] detectron2 INFO: Running with full config: CUDNN_BENCHMARK: False DATALOADER: ASPECT_RATIO_GROUPING: True FILTER_EMPTY_ANNOTATIONS: True NUM_WORKERS: 4 REPEAT_THRESHOLD: 0.0 SAMPLER_TRAIN: TrainingSampler DATASETS: PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 PROPOSAL_FILES_TEST: () PROPOSAL_FILES_TRAIN: () TEST: ('totaltext_val',) TRAIN: ('debug_15',) GLOBAL: HACK: 1.0 INPUT: CROP: CROP_INSTANCE: False ENABLED: True SIZE: [0.1, 0.1] TYPE: relative_range FORMAT: RGB HFLIP_TRAIN: False MASK_FORMAT: polygon MAX_SIZE_TEST: 1824 MAX_SIZE_TRAIN: 1600 MIN_SIZE_TEST: 1600 MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800, 832, 864, 896) MIN_SIZE_TRAIN_SAMPLING: choice MODEL: ANCHOR_GENERATOR: ANGLES: [[-90, 0, 90]] ASPECT_RATIOS: [[0.5, 1.0, 2.0]] NAME: DefaultAnchorGenerator OFFSET: 0.0 SIZES: [[32, 64, 128, 256, 512]] BACKBONE: ANTI_ALIAS: False FREEZE_AT: 2 NAME: build_resnet_backbone BASIS_MODULE: ANN_SET: coco COMMON_STRIDE: 8 CONVS_DIM: 128 IN_FEATURES: ['p3', 'p4', 'p5'] LOSS_ON: False LOSS_WEIGHT: 0.3 NAME: ProtoNet NORM: SyncBN NUM_BASES: 4 NUM_CLASSES: 80 NUM_CONVS: 3 BATEXT: CANONICAL_SIZE: 96 CONV_DIM: 256 CUSTOM_DICT: IN_FEATURES: ['p2', 'p3', 'p4'] NUM_CHARS: 25 NUM_CONV: 2 POOLER_RESOLUTION: (8, 32) POOLER_SCALES: (0.25, 0.125, 0.0625) RECOGNITION_LOSS: ctc RECOGNIZER: attn SAMPLING_RATIO: 1 USE_AET: False USE_COORDCONV: False VOC_SIZE: 96 BLENDMASK: ATTN_SIZE: 14 BOTTOM_RESOLUTION: 56 INSTANCE_LOSS_WEIGHT: 1.0 POOLER_SAMPLING_RATIO: 1 POOLER_SCALES: (0.25,) POOLER_TYPE: ROIAlignV2 TOP_INTERP: bilinear VISUALIZE: False BOXINST: BOTTOM_PIXELS_REMOVED: 10 ENABLED: False PAIRWISE: COLOR_THRESH: 0.3 DILATION: 2 SIZE: 3 WARMUP_ITERS: 10000 BiFPN: IN_FEATURES: ['res2', 'res3', 'res4', 'res5'] NORM: NUM_REPEATS: 6 OUT_CHANNELS: 160 CONDINST: BOTTOM_PIXELS_REMOVED: -1 MASK_BRANCH: CHANNELS: 128 IN_FEATURES: ['p3', 'p4', 'p5'] NORM: BN NUM_CONVS: 4 OUT_CHANNELS: 8 SEMANTIC_LOSS_ON: False MASK_HEAD: CHANNELS: 8 DISABLE_REL_COORDS: False NUM_LAYERS: 3 USE_FP16: False MASK_OUT_STRIDE: 4 MAX_PROPOSALS: -1 TOPK_PROPOSALS_PER_IM: -1 DEVICE: cuda DLA: CONV_BODY: DLA34 NORM: FrozenBN OUT_FEATURES: ['stage2', 'stage3', 'stage4', 'stage5'] FCOS: BOX_QUALITY: ctrness CENTER_SAMPLE: True FPN_STRIDES: [8, 16, 32, 64, 128] INFERENCE_TH_TEST: 0.05 INFERENCE_TH_TRAIN: 0.05 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] LOC_LOSS_TYPE: giou LOSS_ALPHA: 0.25 LOSS_GAMMA: 2.0 LOSS_NORMALIZER_CLS: fg LOSS_WEIGHT_CLS: 1.0 NMS_TH: 0.6 NORM: GN NUM_BOX_CONVS: 4 NUM_CLASSES: 80 NUM_CLS_CONVS: 4 NUM_SHARE_CONVS: 0 POST_NMS_TOPK_TEST: 100 POST_NMS_TOPK_TRAIN: 100 POS_RADIUS: 1.5 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 1000 PRIOR_PROB: 0.01 SIZES_OF_INTEREST: [64, 128, 256, 512] THRESH_WITH_CTR: False TOP_LEVELS: 2 USE_DEFORMABLE: False USE_RELU: True USE_SCALE: True YIELD_BOX_FEATURES: False YIELD_PROPOSAL: False FPN: FUSE_TYPE: sum IN_FEATURES: [] NORM: OUT_CHANNELS: 256 KEYPOINT_ON: False LOAD_PROPOSALS: False MASK_ON: False MEInst: AGNOSTIC: True CENTER_SAMPLE: True DIM_MASK: 60 FLAG_PARAMETERS: False FPN_STRIDES: [8, 16, 32, 64, 128] GCN_KERNEL_SIZE: 9 INFERENCE_TH_TEST: 0.05 INFERENCE_TH_TRAIN: 0.05 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] LAST_DEFORMABLE: False LOC_LOSS_TYPE: giou LOSS_ALPHA: 0.25 LOSS_GAMMA: 2.0 LOSS_ON_MASK: False MASK_LOSS_TYPE: mse MASK_ON: True MASK_SIZE: 28 NMS_TH: 0.6 NORM: GN NUM_BOX_CONVS: 4 NUM_CLASSES: 80 NUM_CLS_CONVS: 4 NUM_MASK_CONVS: 4 NUM_SHARE_CONVS: 0 PATH_COMPONENTS: datasets/coco/components/coco_2017_train_class_agnosticTrue_whitenTrue_sigmoidTrue_60.npz POST_NMS_TOPK_TEST: 100 POST_NMS_TOPK_TRAIN: 100 POS_RADIUS: 1.5 PRE_NMS_TOPK_TEST: 1000 PRE_NMS_TOPK_TRAIN: 1000 PRIOR_PROB: 0.01 SIGMOID: True SIZES_OF_INTEREST: [64, 128, 256, 512] THRESH_WITH_CTR: False TOP_LEVELS: 2 TYPE_DEFORMABLE: DCNv1 USE_DEFORMABLE: False USE_GCN_IN_MASK: False USE_RELU: True USE_SCALE: True WHITEN: True META_ARCHITECTURE: TransformerDetector MOBILENET: False PANOPTIC_FPN: COMBINE: ENABLED: True INSTANCES_CONFIDENCE_THRESH: 0.5 OVERLAP_THRESH: 0.5 STUFF_AREA_LIMIT: 4096 INSTANCE_LOSS_WEIGHT: 1.0 PIXEL_MEAN: [123.675, 116.28, 103.53] PIXEL_STD: [58.395, 57.12, 57.375] PROPOSAL_GENERATOR: MIN_SIZE: 0 NAME: RPN RESNETS: DEFORM_INTERVAL: 1 DEFORM_MODULATED: False DEFORM_NUM_GROUPS: 1 DEFORM_ON_PER_STAGE: [False, False, False, False] DEPTH: 50 NORM: FrozenBN NUM_GROUPS: 1 OUT_FEATURES: ['res3', 'res4', 'res5'] RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: False WIDTH_PER_GROUP: 64 RETINANET: BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) FOCAL_LOSS_ALPHA: 0.25 FOCAL_LOSS_GAMMA: 2.0 IN_FEATURES: ['p3', 'p4', 'p5', 'p6', 'p7'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.4, 0.5] NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 NUM_CONVS: 4 PRIOR_PROB: 0.01 SCORE_THRESH_TEST: 0.05 SMOOTH_L1_LOSS_BETA: 0.1 TOPK_CANDIDATES_TEST: 1000 ROI_BOX_CASCADE_HEAD: BBOX_REG_WEIGHTS: ((10.0, 10.0, 5.0, 5.0), (20.0, 20.0, 10.0, 10.0), (30.0, 30.0, 15.0, 15.0)) IOUS: (0.5, 0.6, 0.7) ROI_BOX_HEAD: BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) CLS_AGNOSTIC_BBOX_REG: False CONV_DIM: 256 FC_DIM: 1024 NAME: NORM: NUM_CONV: 0 NUM_FC: 0 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 SMOOTH_L1_BETA: 0.0 TRAIN_ON_PRED_BOXES: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 IN_FEATURES: ['res4'] IOU_LABELS: [0, 1] IOU_THRESHOLDS: [0.5] NAME: Res5ROIHeads NMS_THRESH_TEST: 0.5 NUM_CLASSES: 80 POSITIVE_FRACTION: 0.25 PROPOSAL_APPEND_GT: True SCORE_THRESH_TEST: 0.05 ROI_KEYPOINT_HEAD: CONV_DIMS: (512, 512, 512, 512, 512, 512, 512, 512) LOSS_WEIGHT: 1.0 MIN_KEYPOINTS_PER_IMAGE: 1 NAME: KRCNNConvDeconvUpsampleHead NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: True NUM_KEYPOINTS: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 ROI_MASK_HEAD: CLS_AGNOSTIC_MASK: False CONV_DIM: 256 NAME: MaskRCNNConvUpsampleHead NORM: NUM_CONV: 0 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_TYPE: ROIAlignV2 RPN: BATCH_SIZE_PER_IMAGE: 256 BBOX_REG_LOSS_TYPE: smooth_l1 BBOX_REG_LOSS_WEIGHT: 1.0 BBOX_REG_WEIGHTS: (1.0, 1.0, 1.0, 1.0) BOUNDARY_THRESH: -1 HEAD_NAME: StandardRPNHead IN_FEATURES: ['res4'] IOU_LABELS: [0, -1, 1] IOU_THRESHOLDS: [0.3, 0.7] LOSS_WEIGHT: 1.0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOPK_TEST: 1000 POST_NMS_TOPK_TRAIN: 2000 PRE_NMS_TOPK_TEST: 6000 PRE_NMS_TOPK_TRAIN: 12000 SMOOTH_L1_BETA: 0.0 SEM_SEG_HEAD: COMMON_STRIDE: 4 CONVS_DIM: 128 IGNORE_VALUE: 255 IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] LOSS_WEIGHT: 1.0 NAME: SemSegFPNHead NORM: GN NUM_CLASSES: 54 SOLOV2: FPN_INSTANCE_STRIDES: [8, 8, 16, 32, 32] FPN_SCALE_RANGES: ((1, 96), (48, 192), (96, 384), (192, 768), (384, 2048)) INSTANCE_CHANNELS: 512 INSTANCE_IN_CHANNELS: 256 INSTANCE_IN_FEATURES: ['p2', 'p3', 'p4', 'p5', 'p6'] LOSS: DICE_WEIGHT: 3.0 FOCAL_ALPHA: 0.25 FOCAL_GAMMA: 2.0 FOCAL_USE_SIGMOID: True FOCAL_WEIGHT: 1.0 MASK_CHANNELS: 128 MASK_IN_CHANNELS: 256 MASK_IN_FEATURES: ['p2', 'p3', 'p4', 'p5'] MASK_THR: 0.5 MAX_PER_IMG: 100 NMS_KERNEL: gaussian NMS_PRE: 500 NMS_SIGMA: 2 NMS_TYPE: matrix NORM: GN NUM_CLASSES: 80 NUM_GRIDS: [40, 36, 24, 16, 12] NUM_INSTANCE_CONVS: 4 NUM_KERNELS: 256 NUM_MASKS: 256 PRIOR_PROB: 0.01 SCORE_THR: 0.1 SIGMA: 0.2 TYPE_DCN: DCN UPDATE_THR: 0.05 USE_COORD_CONV: True USE_DCN_IN_INSTANCE: False TOP_MODULE: DIM: 16 NAME: conv TRANSFORMER: AUX_LOSS: True DEC_LAYERS: 6 DEC_N_POINTS: 4 DIM_FEEDFORWARD: 1024 DROPOUT: 0.1 ENABLED: True ENC_LAYERS: 6 ENC_N_POINTS: 4 HIDDEN_DIM: 256 INFERENCE_TH_TEST: 0.45 LOSS: AUX_LOSS: True BOX_CLASS_WEIGHT: 2.0 BOX_COORD_WEIGHT: 5.0 BOX_GIOU_WEIGHT: 2.0 FOCAL_ALPHA: 0.25 FOCAL_GAMMA: 2.0 POINT_CLASS_WEIGHT: 2.0 POINT_COORD_WEIGHT: 5.0 POINT_TEXT_WEIGHT: 2.0 NHEADS: 8 NUM_CHARS: 25 NUM_CTRL_POINTS: 8 NUM_FEATURE_LEVELS: 4 NUM_QUERIES: 100 POSITION_EMBEDDING_SCALE: 6.283185307179586 USE_POLYGON: False VOC_SIZE: 96 VOVNET: BACKBONE_OUT_CHANNELS: 256 CONV_BODY: V-39-eSE NORM: FrozenBN OUT_CHANNELS: 256 OUT_FEATURES: ['stage2', 'stage3', 'stage4', 'stage5'] WEIGHTS: ckpt/R-50.pkl OUTPUT_DIR: output/TESTR/pretrain/TESTR_R_50 SEED: -1 SOLVER: BASE_LR: 0.0002 BIAS_LR_FACTOR: 1.0 CHECKPOINT_PERIOD: 10000 CLIP_GRADIENTS: CLIP_TYPE: full_model CLIP_VALUE: 0.1 ENABLED: True NORM_TYPE: 2.0 GAMMA: 0.1 IMS_PER_BATCH: 1 LR_BACKBONE: 2e-05 LR_BACKBONE_NAMES: ['backbone.0'] LR_LINEAR_PROJ_MULT: 0.1 LR_LINEAR_PROJ_NAMES: ['reference_points', 'sampling_offsets'] LR_SCHEDULER_NAME: WarmupMultiStepLR MAX_ITER: 440000 MOMENTUM: 0.9 NESTEROV: False OPTIMIZER: ADAMW REFERENCE_WORLD_SIZE: 0 STEPS: (340000,) WARMUP_FACTOR: 0.001 WARMUP_ITERS: 0 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0.0001 WEIGHT_DECAY_NORM: 0.0 TEST: AUG: ENABLED: False FLIP: True MAX_SIZE: 4000 MIN_SIZES: (400, 500, 600, 700, 800, 900, 1000, 1100, 1200) DETECTIONS_PER_IMAGE: 100 EVAL_PERIOD: 10000 EXPECTED_RESULTS: [] KEYPOINT_OKS_SIGMAS: [] LEXICON_TYPE: 1 PRECISE_BN: ENABLED: False NUM_ITER: 200 USE_LEXICON: False WEIGHTED_EDIT_DIST: False VERSION: 2 VIS_PERIOD: 0 [08/02 11:01:59] detectron2 INFO: Full config saved to output/TESTR/pretrain/TESTR_R_50/config.yaml [08/02 11:01:59] d2.utils.env INFO: Using a generated random seed 59625789 [08/02 11:02:03] d2.engine.defaults INFO: Model: TransformerDetector( (testr): TESTR(

[08/02 11:02:03] d2.data.dataset_mapper INFO: Augmentations used in training: [RandomCrop(crop_type='relative_range', crop_size=[0.1, 0.1]), ResizeShortestEdge(short_edge_length=(480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800, 832, 864, 896), max_size=1600, sample_style='choice'), RandomFlip()] [08/02 11:02:03] adet.data.dataset_mapper INFO: Rebuilding the augmentations. The previous augmentations will be overridden. [08/02 11:02:03] adet.data.detection_utils INFO: Augmentations used in training: [ResizeShortestEdge(short_edge_length=(480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800, 832, 864, 896), max_size=1600, sample_style='choice')] [08/02 11:02:03] adet.data.dataset_mapper INFO: Cropping used in training: RandomCropWithInstance(crop_type='relative_range', crop_size=[0.1, 0.1], crop_instance=False) [08/02 11:02:03] adet.data.datasets.text INFO: Loaded 16 images in COCO format from datasets/debug/debug.json [08/02 11:02:03] d2.data.build INFO: Removed 0 images with no usable annotations. 16 images left. [08/02 11:02:03] d2.data.build INFO: Distribution of instances among all 1 categories:  category #instances
text 139


[08/02 11:02:03] d2.data.common INFO: Serializing 16 elements to byte tensors and concatenating them all ... [08/02 11:02:03] d2.data.common INFO: Serialized dataset takes 0.04 MiB [08/02 11:02:03] d2.data.build INFO: Using training sampler TrainingSampler [08/02 11:02:04] fvcore.common.checkpoint INFO: [Checkpointer] Loading from ckpt/R-50.pkl ...

[08/02 11:02:04] adet.trainer INFO: Starting training from iteration 0 [08/02 11:02:15] d2.utils.events INFO: eta: 2 days, 19:02:37 iter: 19 total_loss: 63.888 loss_ce: 0.899 loss_ctrl_points: 5.703 loss_texts: 3.156 loss_ce_0: 0.850 loss_ctrl_points_0: 5.678 loss_texts_0: 3.180 loss_ce_1: 0.948 loss_ctrl_points_1: 5.704 loss_texts_1: 3.024 loss_ce_2: 0.844 loss_ctrl_points_2: 5.709 loss_texts_2: 3.120 loss_ce_3: 0.843 loss_ctrl_points_3: 5.710 loss_texts_3: 3.111 loss_ce_4: 0.889 loss_ctrl_points_4: 5.703 loss_texts_4: 3.144 loss_ce_enc: 1.856 loss_bbox_enc: 0.608 loss_giou_enc: 1.022 time: 0.5419 data_time: 0.0124 lr: 0.000200 max_mem: 5638M [08/02 11:02:25] d2.utils.events INFO: eta: 2 days, 13:47:08 iter: 39 total_loss: 66.493 loss_ce: 0.751 loss_ctrl_points: 5.985 loss_texts: 2.805 loss_ce_0: 0.874 loss_ctrl_points_0: 5.572 loss_texts_0: 2.305 loss_ce_1: 0.951 loss_ctrl_points_1: 5.932 loss_texts_1: 2.435 loss_ce_2: 0.870 loss_ctrl_points_2: 6.013 loss_texts_2: 2.691 loss_ce_3: 0.759 loss_ctrl_points_3: 5.987 loss_texts_3: 2.748 loss_ce_4: 0.760 loss_ctrl_points_4: 5.986 loss_texts_4: 2.790 loss_ce_enc: 1.693 loss_bbox_enc: 0.663 loss_giou_enc: 1.023 time: 0.5203 data_time: 0.0028 lr: 0.000200 max_mem: 5638M [08/02 11:02:35] d2.utils.events INFO: eta: 2 days, 13:21:56 iter: 59 total_loss: 52.748 loss_ce: 0.808 loss_ctrl_points: 5.621 loss_texts: 2.770 loss_ce_0: 0.754 loss_ctrl_points_0: 4.959 loss_texts_0: 2.108 loss_ce_1: 0.787 loss_ctrl_points_1: 4.832 loss_texts_1: 2.148 loss_ce_2: 0.740 loss_ctrl_points_2: 5.047 loss_texts_2: 2.209 loss_ce_3: 0.798 loss_ctrl_points_3: 5.552 loss_texts_3: 2.510 loss_ce_4: 0.788 loss_ctrl_points_4: 5.629 loss_texts_4: 2.731 loss_ce_enc: 1.693 loss_bbox_enc: 0.577 loss_giou_enc: 1.091 time: 0.5078 data_time: 0.0028 lr: 0.000200 max_mem: 5638M

[08/02 11:55:46] d2.utils.events INFO: eta: 2 days, 13:39:25 iter: 6159 total_loss: 49.281 loss_ce: 0.726 loss_ctrl_points: 5.488 loss_texts: 1.727 loss_ce_0: 0.677 loss_ctrl_points_0: 5.210 loss_texts_0: 1.722 loss_ce_1: 0.694 loss_ctrl_points_1: 4.831 loss_texts_1: 1.691 loss_ce_2: 0.719 loss_ctrl_points_2: 4.865 loss_texts_2: 1.712 loss_ce_3: 0.723 loss_ctrl_points_3: 5.463 loss_texts_3: 1.682 loss_ce_4: 0.729 loss_ctrl_points_4: 4.987 loss_texts_4: 1.684 loss_ce_enc: 1.593 loss_bbox_enc: 0.425 loss_giou_enc: 0.823 time: 0.5193 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:55:56] d2.utils.events INFO: eta: 2 days, 13:46:42 iter: 6179 total_loss: 59.329 loss_ce: 0.819 loss_ctrl_points: 7.414 loss_texts: 1.674 loss_ce_0: 0.758 loss_ctrl_points_0: 6.738 loss_texts_0: 1.631 loss_ce_1: 0.735 loss_ctrl_points_1: 6.842 loss_texts_1: 1.649 loss_ce_2: 0.741 loss_ctrl_points_2: 5.395 loss_texts_2: 1.596 loss_ce_3: 0.767 loss_ctrl_points_3: 5.589 loss_texts_3: 1.688 loss_ce_4: 0.743 loss_ctrl_points_4: 4.677 loss_texts_4: 1.655 loss_ce_enc: 1.692 loss_bbox_enc: 0.475 loss_giou_enc: 0.865 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 11:56:06] d2.utils.events INFO: eta: 2 days, 13:42:55 iter: 6199 total_loss: 47.925 loss_ce: 0.736 loss_ctrl_points: 5.110 loss_texts: 1.752 loss_ce_0: 0.704 loss_ctrl_points_0: 4.780 loss_texts_0: 1.775 loss_ce_1: 0.705 loss_ctrl_points_1: 4.801 loss_texts_1: 1.746 loss_ce_2: 0.705 loss_ctrl_points_2: 5.620 loss_texts_2: 1.728 loss_ce_3: 0.722 loss_ctrl_points_3: 5.219 loss_texts_3: 1.712 loss_ce_4: 0.707 loss_ctrl_points_4: 5.167 loss_texts_4: 1.702 loss_ce_enc: 1.665 loss_bbox_enc: 0.403 loss_giou_enc: 0.862 time: 0.5191 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:56:16] d2.utils.events INFO: eta: 2 days, 13:46:22 iter: 6219 total_loss: 49.669 loss_ce: 0.733 loss_ctrl_points: 4.613 loss_texts: 1.792 loss_ce_0: 0.734 loss_ctrl_points_0: 4.460 loss_texts_0: 1.719 loss_ce_1: 0.732 loss_ctrl_points_1: 5.326 loss_texts_1: 1.731 loss_ce_2: 0.761 loss_ctrl_points_2: 5.131 loss_texts_2: 1.766 loss_ce_3: 0.742 loss_ctrl_points_3: 4.473 loss_texts_3: 1.719 loss_ce_4: 0.774 loss_ctrl_points_4: 5.116 loss_texts_4: 1.777 loss_ce_enc: 1.638 loss_bbox_enc: 0.482 loss_giou_enc: 0.890 time: 0.5191 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:56:26] d2.utils.events INFO: eta: 2 days, 13:50:57 iter: 6239 total_loss: 49.117 loss_ce: 0.731 loss_ctrl_points: 4.789 loss_texts: 1.697 loss_ce_0: 0.755 loss_ctrl_points_0: 5.165 loss_texts_0: 1.678 loss_ce_1: 0.733 loss_ctrl_points_1: 5.414 loss_texts_1: 1.738 loss_ce_2: 0.732 loss_ctrl_points_2: 5.186 loss_texts_2: 1.758 loss_ce_3: 0.739 loss_ctrl_points_3: 5.769 loss_texts_3: 1.709 loss_ce_4: 0.750 loss_ctrl_points_4: 5.430 loss_texts_4: 1.714 loss_ce_enc: 1.610 loss_bbox_enc: 0.440 loss_giou_enc: 0.814 time: 0.5190 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:56:37] d2.utils.events INFO: eta: 2 days, 13:55:50 iter: 6259 total_loss: 45.165 loss_ce: 0.708 loss_ctrl_points: 3.930 loss_texts: 1.699 loss_ce_0: 0.703 loss_ctrl_points_0: 4.485 loss_texts_0: 1.712 loss_ce_1: 0.719 loss_ctrl_points_1: 4.740 loss_texts_1: 1.702 loss_ce_2: 0.720 loss_ctrl_points_2: 5.113 loss_texts_2: 1.720 loss_ce_3: 0.711 loss_ctrl_points_3: 4.757 loss_texts_3: 1.695 loss_ce_4: 0.716 loss_ctrl_points_4: 4.790 loss_texts_4: 1.742 loss_ce_enc: 1.648 loss_bbox_enc: 0.500 loss_giou_enc: 0.988 time: 0.5191 data_time: 0.0032 lr: 0.000200 max_mem: 6231M [08/02 11:56:47] d2.utils.events INFO: eta: 2 days, 13:55:40 iter: 6279 total_loss: 46.646 loss_ce: 0.729 loss_ctrl_points: 4.861 loss_texts: 1.755 loss_ce_0: 0.735 loss_ctrl_points_0: 4.958 loss_texts_0: 1.694 loss_ce_1: 0.755 loss_ctrl_points_1: 3.991 loss_texts_1: 1.699 loss_ce_2: 0.697 loss_ctrl_points_2: 5.332 loss_texts_2: 1.721 loss_ce_3: 0.734 loss_ctrl_points_3: 4.988 loss_texts_3: 1.705 loss_ce_4: 0.715 loss_ctrl_points_4: 5.107 loss_texts_4: 1.708 loss_ce_enc: 1.550 loss_bbox_enc: 0.506 loss_giou_enc: 0.931 time: 0.5191 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:56:58] d2.utils.events INFO: eta: 2 days, 13:47:16 iter: 6299 total_loss: 48.305 loss_ce: 0.714 loss_ctrl_points: 4.622 loss_texts: 1.721 loss_ce_0: 0.690 loss_ctrl_points_0: 4.712 loss_texts_0: 1.651 loss_ce_1: 0.706 loss_ctrl_points_1: 4.941 loss_texts_1: 1.672 loss_ce_2: 0.706 loss_ctrl_points_2: 5.150 loss_texts_2: 1.667 loss_ce_3: 0.691 loss_ctrl_points_3: 5.223 loss_texts_3: 1.656 loss_ce_4: 0.725 loss_ctrl_points_4: 4.828 loss_texts_4: 1.712 loss_ce_enc: 1.737 loss_bbox_enc: 0.455 loss_giou_enc: 0.826 time: 0.5191 data_time: 0.0032 lr: 0.000200 max_mem: 6231M [08/02 11:57:09] d2.utils.events INFO: eta: 2 days, 13:56:35 iter: 6319 total_loss: 48.347 loss_ce: 0.758 loss_ctrl_points: 5.363 loss_texts: 1.753 loss_ce_0: 0.736 loss_ctrl_points_0: 5.134 loss_texts_0: 1.721 loss_ce_1: 0.784 loss_ctrl_points_1: 5.099 loss_texts_1: 1.686 loss_ce_2: 0.755 loss_ctrl_points_2: 4.840 loss_texts_2: 1.720 loss_ce_3: 0.768 loss_ctrl_points_3: 5.781 loss_texts_3: 1.721 loss_ce_4: 0.776 loss_ctrl_points_4: 5.492 loss_texts_4: 1.728 loss_ce_enc: 1.647 loss_bbox_enc: 0.405 loss_giou_enc: 0.806 time: 0.5192 data_time: 0.0032 lr: 0.000200 max_mem: 6231M [08/02 11:57:20] d2.utils.events INFO: eta: 2 days, 13:59:33 iter: 6339 total_loss: 48.504 loss_ce: 0.754 loss_ctrl_points: 4.505 loss_texts: 1.813 loss_ce_0: 0.741 loss_ctrl_points_0: 4.916 loss_texts_0: 1.808 loss_ce_1: 0.716 loss_ctrl_points_1: 4.762 loss_texts_1: 1.792 loss_ce_2: 0.712 loss_ctrl_points_2: 5.018 loss_texts_2: 1.785 loss_ce_3: 0.693 loss_ctrl_points_3: 5.375 loss_texts_3: 1.798 loss_ce_4: 0.726 loss_ctrl_points_4: 4.787 loss_texts_4: 1.794 loss_ce_enc: 1.633 loss_bbox_enc: 0.453 loss_giou_enc: 0.893 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:57:30] d2.utils.events INFO: eta: 2 days, 13:59:23 iter: 6359 total_loss: 49.656 loss_ce: 0.779 loss_ctrl_points: 5.938 loss_texts: 1.766 loss_ce_0: 0.779 loss_ctrl_points_0: 5.680 loss_texts_0: 1.700 loss_ce_1: 0.762 loss_ctrl_points_1: 5.275 loss_texts_1: 1.742 loss_ce_2: 0.761 loss_ctrl_points_2: 5.454 loss_texts_2: 1.745 loss_ce_3: 0.795 loss_ctrl_points_3: 5.013 loss_texts_3: 1.764 loss_ce_4: 0.769 loss_ctrl_points_4: 5.207 loss_texts_4: 1.748 loss_ce_enc: 1.749 loss_bbox_enc: 0.482 loss_giou_enc: 0.880 time: 0.5192 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:57:41] d2.utils.events INFO: eta: 2 days, 13:57:16 iter: 6379 total_loss: 48.214 loss_ce: 0.723 loss_ctrl_points: 4.695 loss_texts: 1.803 loss_ce_0: 0.711 loss_ctrl_points_0: 5.109 loss_texts_0: 1.770 loss_ce_1: 0.691 loss_ctrl_points_1: 4.844 loss_texts_1: 1.792 loss_ce_2: 0.744 loss_ctrl_points_2: 4.720 loss_texts_2: 1.753 loss_ce_3: 0.721 loss_ctrl_points_3: 4.811 loss_texts_3: 1.789 loss_ce_4: 0.722 loss_ctrl_points_4: 4.237 loss_texts_4: 1.795 loss_ce_enc: 1.633 loss_bbox_enc: 0.444 loss_giou_enc: 0.915 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 11:57:52] d2.utils.events INFO: eta: 2 days, 13:52:48 iter: 6399 total_loss: 44.951 loss_ce: 0.791 loss_ctrl_points: 5.390 loss_texts: 1.714 loss_ce_0: 0.761 loss_ctrl_points_0: 4.361 loss_texts_0: 1.671 loss_ce_1: 0.732 loss_ctrl_points_1: 4.625 loss_texts_1: 1.679 loss_ce_2: 0.740 loss_ctrl_points_2: 4.446 loss_texts_2: 1.683 loss_ce_3: 0.724 loss_ctrl_points_3: 5.264 loss_texts_3: 1.705 loss_ce_4: 0.733 loss_ctrl_points_4: 4.755 loss_texts_4: 1.703 loss_ce_enc: 1.671 loss_bbox_enc: 0.439 loss_giou_enc: 0.939 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:58:01] d2.utils.events INFO: eta: 2 days, 13:56:56 iter: 6419 total_loss: 43.284 loss_ce: 0.693 loss_ctrl_points: 4.277 loss_texts: 1.743 loss_ce_0: 0.695 loss_ctrl_points_0: 3.972 loss_texts_0: 1.769 loss_ce_1: 0.697 loss_ctrl_points_1: 3.773 loss_texts_1: 1.754 loss_ce_2: 0.686 loss_ctrl_points_2: 3.960 loss_texts_2: 1.762 loss_ce_3: 0.669 loss_ctrl_points_3: 4.239 loss_texts_3: 1.770 loss_ce_4: 0.654 loss_ctrl_points_4: 4.016 loss_texts_4: 1.751 loss_ce_enc: 1.617 loss_bbox_enc: 0.434 loss_giou_enc: 0.880 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 11:58:11] d2.utils.events INFO: eta: 2 days, 13:55:33 iter: 6439 total_loss: 50.761 loss_ce: 0.758 loss_ctrl_points: 5.157 loss_texts: 1.691 loss_ce_0: 0.751 loss_ctrl_points_0: 4.831 loss_texts_0: 1.680 loss_ce_1: 0.761 loss_ctrl_points_1: 5.018 loss_texts_1: 1.660 loss_ce_2: 0.763 loss_ctrl_points_2: 5.268 loss_texts_2: 1.660 loss_ce_3: 0.733 loss_ctrl_points_3: 4.988 loss_texts_3: 1.668 loss_ce_4: 0.745 loss_ctrl_points_4: 6.434 loss_texts_4: 1.676 loss_ce_enc: 1.691 loss_bbox_enc: 0.544 loss_giou_enc: 0.865 time: 0.5191 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:58:23] d2.utils.events INFO: eta: 2 days, 13:58:31 iter: 6459 total_loss: 49.056 loss_ce: 0.687 loss_ctrl_points: 4.726 loss_texts: 1.679 loss_ce_0: 0.707 loss_ctrl_points_0: 5.078 loss_texts_0: 1.630 loss_ce_1: 0.686 loss_ctrl_points_1: 4.826 loss_texts_1: 1.645 loss_ce_2: 0.698 loss_ctrl_points_2: 5.200 loss_texts_2: 1.678 loss_ce_3: 0.709 loss_ctrl_points_3: 5.054 loss_texts_3: 1.662 loss_ce_4: 0.710 loss_ctrl_points_4: 5.430 loss_texts_4: 1.681 loss_ce_enc: 1.601 loss_bbox_enc: 0.580 loss_giou_enc: 0.990 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:58:33] d2.utils.events INFO: eta: 2 days, 13:51:13 iter: 6479 total_loss: 44.362 loss_ce: 0.669 loss_ctrl_points: 4.493 loss_texts: 1.661 loss_ce_0: 0.680 loss_ctrl_points_0: 4.416 loss_texts_0: 1.653 loss_ce_1: 0.681 loss_ctrl_points_1: 4.880 loss_texts_1: 1.652 loss_ce_2: 0.680 loss_ctrl_points_2: 4.678 loss_texts_2: 1.706 loss_ce_3: 0.685 loss_ctrl_points_3: 4.790 loss_texts_3: 1.645 loss_ce_4: 0.679 loss_ctrl_points_4: 4.747 loss_texts_4: 1.649 loss_ce_enc: 1.636 loss_bbox_enc: 0.379 loss_giou_enc: 0.891 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 11:58:44] d2.utils.events INFO: eta: 2 days, 13:53:12 iter: 6499 total_loss: 46.526 loss_ce: 0.701 loss_ctrl_points: 4.511 loss_texts: 1.694 loss_ce_0: 0.671 loss_ctrl_points_0: 5.347 loss_texts_0: 1.724 loss_ce_1: 0.694 loss_ctrl_points_1: 4.923 loss_texts_1: 1.765 loss_ce_2: 0.689 loss_ctrl_points_2: 5.478 loss_texts_2: 1.741 loss_ce_3: 0.677 loss_ctrl_points_3: 4.901 loss_texts_3: 1.703 loss_ce_4: 0.699 loss_ctrl_points_4: 5.009 loss_texts_4: 1.703 loss_ce_enc: 1.651 loss_bbox_enc: 0.329 loss_giou_enc: 0.825 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:58:54] d2.utils.events INFO: eta: 2 days, 13:58:01 iter: 6519 total_loss: 47.758 loss_ce: 0.712 loss_ctrl_points: 4.321 loss_texts: 1.750 loss_ce_0: 0.738 loss_ctrl_points_0: 4.833 loss_texts_0: 1.786 loss_ce_1: 0.741 loss_ctrl_points_1: 4.585 loss_texts_1: 1.740 loss_ce_2: 0.752 loss_ctrl_points_2: 5.602 loss_texts_2: 1.713 loss_ce_3: 0.761 loss_ctrl_points_3: 4.643 loss_texts_3: 1.728 loss_ce_4: 0.729 loss_ctrl_points_4: 5.132 loss_texts_4: 1.735 loss_ce_enc: 1.690 loss_bbox_enc: 0.453 loss_giou_enc: 0.880 time: 0.5193 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 11:59:04] d2.utils.events INFO: eta: 2 days, 13:52:52 iter: 6539 total_loss: 46.872 loss_ce: 0.674 loss_ctrl_points: 4.921 loss_texts: 1.643 loss_ce_0: 0.692 loss_ctrl_points_0: 4.931 loss_texts_0: 1.613 loss_ce_1: 0.684 loss_ctrl_points_1: 4.791 loss_texts_1: 1.619 loss_ce_2: 0.721 loss_ctrl_points_2: 5.060 loss_texts_2: 1.609 loss_ce_3: 0.732 loss_ctrl_points_3: 5.199 loss_texts_3: 1.650 loss_ce_4: 0.687 loss_ctrl_points_4: 5.511 loss_texts_4: 1.642 loss_ce_enc: 1.656 loss_bbox_enc: 0.355 loss_giou_enc: 0.878 time: 0.5193 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 11:59:14] d2.utils.events INFO: eta: 2 days, 13:42:07 iter: 6559 total_loss: 53.754 loss_ce: 0.702 loss_ctrl_points: 5.838 loss_texts: 1.740 loss_ce_0: 0.736 loss_ctrl_points_0: 5.716 loss_texts_0: 1.736 loss_ce_1: 0.753 loss_ctrl_points_1: 5.224 loss_texts_1: 1.769 loss_ce_2: 0.710 loss_ctrl_points_2: 5.018 loss_texts_2: 1.741 loss_ce_3: 0.697 loss_ctrl_points_3: 5.764 loss_texts_3: 1.747 loss_ce_4: 0.698 loss_ctrl_points_4: 5.582 loss_texts_4: 1.755 loss_ce_enc: 1.581 loss_bbox_enc: 0.347 loss_giou_enc: 0.788 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:59:25] d2.utils.events INFO: eta: 2 days, 13:50:21 iter: 6579 total_loss: 50.986 loss_ce: 0.727 loss_ctrl_points: 5.551 loss_texts: 1.734 loss_ce_0: 0.726 loss_ctrl_points_0: 5.208 loss_texts_0: 1.751 loss_ce_1: 0.719 loss_ctrl_points_1: 5.483 loss_texts_1: 1.745 loss_ce_2: 0.717 loss_ctrl_points_2: 5.170 loss_texts_2: 1.751 loss_ce_3: 0.729 loss_ctrl_points_3: 4.472 loss_texts_3: 1.703 loss_ce_4: 0.731 loss_ctrl_points_4: 5.403 loss_texts_4: 1.725 loss_ce_enc: 1.698 loss_bbox_enc: 0.423 loss_giou_enc: 0.814 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 11:59:36] d2.utils.events INFO: eta: 2 days, 13:55:23 iter: 6599 total_loss: 45.286 loss_ce: 0.726 loss_ctrl_points: 4.433 loss_texts: 1.660 loss_ce_0: 0.726 loss_ctrl_points_0: 4.373 loss_texts_0: 1.651 loss_ce_1: 0.732 loss_ctrl_points_1: 4.577 loss_texts_1: 1.645 loss_ce_2: 0.711 loss_ctrl_points_2: 4.864 loss_texts_2: 1.653 loss_ce_3: 0.727 loss_ctrl_points_3: 4.870 loss_texts_3: 1.611 loss_ce_4: 0.730 loss_ctrl_points_4: 4.444 loss_texts_4: 1.632 loss_ce_enc: 1.700 loss_bbox_enc: 0.412 loss_giou_enc: 0.827 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 11:59:47] d2.utils.events INFO: eta: 2 days, 13:55:13 iter: 6619 total_loss: 45.198 loss_ce: 0.766 loss_ctrl_points: 4.519 loss_texts: 1.700 loss_ce_0: 0.755 loss_ctrl_points_0: 4.370 loss_texts_0: 1.707 loss_ce_1: 0.784 loss_ctrl_points_1: 4.599 loss_texts_1: 1.693 loss_ce_2: 0.815 loss_ctrl_points_2: 4.629 loss_texts_2: 1.717 loss_ce_3: 0.754 loss_ctrl_points_3: 4.520 loss_texts_3: 1.677 loss_ce_4: 0.747 loss_ctrl_points_4: 4.757 loss_texts_4: 1.694 loss_ce_enc: 1.643 loss_bbox_enc: 0.469 loss_giou_enc: 1.018 time: 0.5193 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 11:59:57] d2.utils.events INFO: eta: 2 days, 13:39:10 iter: 6639 total_loss: 48.291 loss_ce: 0.695 loss_ctrl_points: 5.372 loss_texts: 1.689 loss_ce_0: 0.687 loss_ctrl_points_0: 4.953 loss_texts_0: 1.640 loss_ce_1: 0.680 loss_ctrl_points_1: 4.887 loss_texts_1: 1.689 loss_ce_2: 0.693 loss_ctrl_points_2: 5.319 loss_texts_2: 1.678 loss_ce_3: 0.687 loss_ctrl_points_3: 5.353 loss_texts_3: 1.661 loss_ce_4: 0.708 loss_ctrl_points_4: 4.985 loss_texts_4: 1.679 loss_ce_enc: 1.567 loss_bbox_enc: 0.430 loss_giou_enc: 0.825 time: 0.5193 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:00:06] d2.utils.events INFO: eta: 2 days, 13:38:59 iter: 6659 total_loss: 50.458 loss_ce: 0.697 loss_ctrl_points: 5.954 loss_texts: 1.734 loss_ce_0: 0.687 loss_ctrl_points_0: 5.480 loss_texts_0: 1.741 loss_ce_1: 0.727 loss_ctrl_points_1: 5.147 loss_texts_1: 1.721 loss_ce_2: 0.702 loss_ctrl_points_2: 4.370 loss_texts_2: 1.741 loss_ce_3: 0.676 loss_ctrl_points_3: 5.181 loss_texts_3: 1.713 loss_ce_4: 0.680 loss_ctrl_points_4: 5.309 loss_texts_4: 1.708 loss_ce_enc: 1.650 loss_bbox_enc: 0.407 loss_giou_enc: 0.884 time: 0.5192 data_time: 0.0035 lr: 0.000200 max_mem: 6231M [08/02 12:00:17] d2.utils.events INFO: eta: 2 days, 13:49:30 iter: 6679 total_loss: 48.053 loss_ce: 0.715 loss_ctrl_points: 4.734 loss_texts: 1.645 loss_ce_0: 0.740 loss_ctrl_points_0: 5.222 loss_texts_0: 1.646 loss_ce_1: 0.744 loss_ctrl_points_1: 4.710 loss_texts_1: 1.641 loss_ce_2: 0.758 loss_ctrl_points_2: 4.700 loss_texts_2: 1.651 loss_ce_3: 0.700 loss_ctrl_points_3: 4.207 loss_texts_3: 1.675 loss_ce_4: 0.729 loss_ctrl_points_4: 4.909 loss_texts_4: 1.646 loss_ce_enc: 1.690 loss_bbox_enc: 0.399 loss_giou_enc: 0.827 time: 0.5192 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:00:27] d2.utils.events INFO: eta: 2 days, 13:25:42 iter: 6699 total_loss: 44.823 loss_ce: 0.698 loss_ctrl_points: 4.333 loss_texts: 1.621 loss_ce_0: 0.691 loss_ctrl_points_0: 4.377 loss_texts_0: 1.622 loss_ce_1: 0.700 loss_ctrl_points_1: 4.157 loss_texts_1: 1.663 loss_ce_2: 0.704 loss_ctrl_points_2: 4.421 loss_texts_2: 1.666 loss_ce_3: 0.692 loss_ctrl_points_3: 4.570 loss_texts_3: 1.647 loss_ce_4: 0.697 loss_ctrl_points_4: 4.402 loss_texts_4: 1.670 loss_ce_enc: 1.604 loss_bbox_enc: 0.421 loss_giou_enc: 0.959 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:00:38] d2.utils.events INFO: eta: 2 days, 13:35:54 iter: 6719 total_loss: 51.187 loss_ce: 0.631 loss_ctrl_points: 5.726 loss_texts: 1.782 loss_ce_0: 0.683 loss_ctrl_points_0: 5.134 loss_texts_0: 1.720 loss_ce_1: 0.664 loss_ctrl_points_1: 4.939 loss_texts_1: 1.745 loss_ce_2: 0.690 loss_ctrl_points_2: 4.367 loss_texts_2: 1.727 loss_ce_3: 0.710 loss_ctrl_points_3: 5.470 loss_texts_3: 1.702 loss_ce_4: 0.670 loss_ctrl_points_4: 5.095 loss_texts_4: 1.738 loss_ce_enc: 1.710 loss_bbox_enc: 0.287 loss_giou_enc: 0.827 time: 0.5192 data_time: 0.0031 lr: 0.000200 max_mem: 6231M [08/02 12:00:48] d2.utils.events INFO: eta: 2 days, 13:39:26 iter: 6739 total_loss: 46.031 loss_ce: 0.689 loss_ctrl_points: 5.546 loss_texts: 1.735 loss_ce_0: 0.693 loss_ctrl_points_0: 5.066 loss_texts_0: 1.729 loss_ce_1: 0.705 loss_ctrl_points_1: 4.761 loss_texts_1: 1.699 loss_ce_2: 0.718 loss_ctrl_points_2: 4.790 loss_texts_2: 1.728 loss_ce_3: 0.707 loss_ctrl_points_3: 5.029 loss_texts_3: 1.722 loss_ce_4: 0.667 loss_ctrl_points_4: 4.785 loss_texts_4: 1.718 loss_ce_enc: 1.638 loss_bbox_enc: 0.384 loss_giou_enc: 0.824 time: 0.5192 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 12:00:58] d2.utils.events INFO: eta: 2 days, 13:13:57 iter: 6759 total_loss: 45.786 loss_ce: 0.713 loss_ctrl_points: 5.107 loss_texts: 1.709 loss_ce_0: 0.705 loss_ctrl_points_0: 4.885 loss_texts_0: 1.633 loss_ce_1: 0.680 loss_ctrl_points_1: 4.877 loss_texts_1: 1.688 loss_ce_2: 0.705 loss_ctrl_points_2: 4.364 loss_texts_2: 1.658 loss_ce_3: 0.680 loss_ctrl_points_3: 5.022 loss_texts_3: 1.675 loss_ce_4: 0.675 loss_ctrl_points_4: 4.526 loss_texts_4: 1.632 loss_ce_enc: 1.631 loss_bbox_enc: 0.376 loss_giou_enc: 0.874 time: 0.5191 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:01:08] d2.utils.events INFO: eta: 2 days, 13:13:13 iter: 6779 total_loss: 49.723 loss_ce: 0.731 loss_ctrl_points: 5.828 loss_texts: 1.717 loss_ce_0: 0.730 loss_ctrl_points_0: 5.191 loss_texts_0: 1.667 loss_ce_1: 0.731 loss_ctrl_points_1: 4.759 loss_texts_1: 1.748 loss_ce_2: 0.745 loss_ctrl_points_2: 4.921 loss_texts_2: 1.723 loss_ce_3: 0.734 loss_ctrl_points_3: 5.242 loss_texts_3: 1.769 loss_ce_4: 0.721 loss_ctrl_points_4: 5.175 loss_texts_4: 1.680 loss_ce_enc: 1.668 loss_bbox_enc: 0.450 loss_giou_enc: 0.741 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:01:19] d2.utils.events INFO: eta: 2 days, 13:23:41 iter: 6799 total_loss: 46.971 loss_ce: 0.728 loss_ctrl_points: 5.343 loss_texts: 1.685 loss_ce_0: 0.700 loss_ctrl_points_0: 5.325 loss_texts_0: 1.701 loss_ce_1: 0.720 loss_ctrl_points_1: 4.796 loss_texts_1: 1.679 loss_ce_2: 0.728 loss_ctrl_points_2: 4.410 loss_texts_2: 1.661 loss_ce_3: 0.693 loss_ctrl_points_3: 4.492 loss_texts_3: 1.672 loss_ce_4: 0.743 loss_ctrl_points_4: 4.764 loss_texts_4: 1.678 loss_ce_enc: 1.677 loss_bbox_enc: 0.422 loss_giou_enc: 0.876 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:01:30] d2.utils.events INFO: eta: 2 days, 13:27:44 iter: 6819 total_loss: 46.621 loss_ce: 0.715 loss_ctrl_points: 4.730 loss_texts: 1.746 loss_ce_0: 0.716 loss_ctrl_points_0: 4.770 loss_texts_0: 1.727 loss_ce_1: 0.719 loss_ctrl_points_1: 5.045 loss_texts_1: 1.796 loss_ce_2: 0.723 loss_ctrl_points_2: 4.944 loss_texts_2: 1.748 loss_ce_3: 0.702 loss_ctrl_points_3: 4.807 loss_texts_3: 1.735 loss_ce_4: 0.708 loss_ctrl_points_4: 4.976 loss_texts_4: 1.722 loss_ce_enc: 1.675 loss_bbox_enc: 0.436 loss_giou_enc: 0.932 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:01:40] d2.utils.events INFO: eta: 2 days, 13:27:34 iter: 6839 total_loss: 42.224 loss_ce: 0.717 loss_ctrl_points: 4.974 loss_texts: 1.595 loss_ce_0: 0.736 loss_ctrl_points_0: 4.671 loss_texts_0: 1.564 loss_ce_1: 0.704 loss_ctrl_points_1: 4.482 loss_texts_1: 1.556 loss_ce_2: 0.759 loss_ctrl_points_2: 3.979 loss_texts_2: 1.575 loss_ce_3: 0.722 loss_ctrl_points_3: 4.456 loss_texts_3: 1.583 loss_ce_4: 0.722 loss_ctrl_points_4: 5.193 loss_texts_4: 1.595 loss_ce_enc: 1.709 loss_bbox_enc: 0.359 loss_giou_enc: 0.787 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:01:51] d2.utils.events INFO: eta: 2 days, 13:32:10 iter: 6859 total_loss: 47.484 loss_ce: 0.718 loss_ctrl_points: 4.565 loss_texts: 1.648 loss_ce_0: 0.727 loss_ctrl_points_0: 5.904 loss_texts_0: 1.671 loss_ce_1: 0.730 loss_ctrl_points_1: 4.853 loss_texts_1: 1.661 loss_ce_2: 0.717 loss_ctrl_points_2: 3.925 loss_texts_2: 1.691 loss_ce_3: 0.715 loss_ctrl_points_3: 5.226 loss_texts_3: 1.677 loss_ce_4: 0.722 loss_ctrl_points_4: 4.853 loss_texts_4: 1.666 loss_ce_enc: 1.624 loss_bbox_enc: 0.355 loss_giou_enc: 0.924 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:02:00] d2.utils.events INFO: eta: 2 days, 13:30:44 iter: 6879 total_loss: 44.275 loss_ce: 0.723 loss_ctrl_points: 4.197 loss_texts: 1.671 loss_ce_0: 0.732 loss_ctrl_points_0: 4.366 loss_texts_0: 1.626 loss_ce_1: 0.719 loss_ctrl_points_1: 4.658 loss_texts_1: 1.689 loss_ce_2: 0.745 loss_ctrl_points_2: 4.729 loss_texts_2: 1.661 loss_ce_3: 0.719 loss_ctrl_points_3: 4.609 loss_texts_3: 1.647 loss_ce_4: 0.751 loss_ctrl_points_4: 4.349 loss_texts_4: 1.801 loss_ce_enc: 1.591 loss_bbox_enc: 0.477 loss_giou_enc: 0.959 time: 0.5191 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:02:11] d2.utils.events INFO: eta: 2 days, 13:31:49 iter: 6899 total_loss: 45.185 loss_ce: 0.712 loss_ctrl_points: 4.475 loss_texts: 1.655 loss_ce_0: 0.706 loss_ctrl_points_0: 4.797 loss_texts_0: 1.576 loss_ce_1: 0.735 loss_ctrl_points_1: 4.750 loss_texts_1: 1.670 loss_ce_2: 0.694 loss_ctrl_points_2: 5.061 loss_texts_2: 1.719 loss_ce_3: 0.721 loss_ctrl_points_3: 4.793 loss_texts_3: 1.642 loss_ce_4: 0.709 loss_ctrl_points_4: 4.831 loss_texts_4: 1.670 loss_ce_enc: 1.700 loss_bbox_enc: 0.384 loss_giou_enc: 0.877 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:02:22] d2.utils.events INFO: eta: 2 days, 13:42:19 iter: 6919 total_loss: 45.548 loss_ce: 0.708 loss_ctrl_points: 4.906 loss_texts: 1.651 loss_ce_0: 0.713 loss_ctrl_points_0: 4.338 loss_texts_0: 1.654 loss_ce_1: 0.713 loss_ctrl_points_1: 4.598 loss_texts_1: 1.694 loss_ce_2: 0.705 loss_ctrl_points_2: 4.777 loss_texts_2: 1.730 loss_ce_3: 0.713 loss_ctrl_points_3: 4.958 loss_texts_3: 1.609 loss_ce_4: 0.711 loss_ctrl_points_4: 4.879 loss_texts_4: 1.705 loss_ce_enc: 1.625 loss_bbox_enc: 0.442 loss_giou_enc: 0.923 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:02:33] d2.utils.events INFO: eta: 2 days, 13:52:04 iter: 6939 total_loss: 40.384 loss_ce: 0.712 loss_ctrl_points: 3.533 loss_texts: 1.706 loss_ce_0: 0.734 loss_ctrl_points_0: 3.803 loss_texts_0: 1.640 loss_ce_1: 0.730 loss_ctrl_points_1: 4.216 loss_texts_1: 1.695 loss_ce_2: 0.773 loss_ctrl_points_2: 3.640 loss_texts_2: 1.714 loss_ce_3: 0.715 loss_ctrl_points_3: 3.928 loss_texts_3: 1.666 loss_ce_4: 0.754 loss_ctrl_points_4: 4.469 loss_texts_4: 1.715 loss_ce_enc: 1.706 loss_bbox_enc: 0.406 loss_giou_enc: 0.785 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:02:43] d2.utils.events INFO: eta: 2 days, 13:51:54 iter: 6959 total_loss: 47.196 loss_ce: 0.706 loss_ctrl_points: 4.694 loss_texts: 1.722 loss_ce_0: 0.743 loss_ctrl_points_0: 5.330 loss_texts_0: 1.724 loss_ce_1: 0.726 loss_ctrl_points_1: 5.314 loss_texts_1: 1.712 loss_ce_2: 0.712 loss_ctrl_points_2: 5.502 loss_texts_2: 1.740 loss_ce_3: 0.714 loss_ctrl_points_3: 4.524 loss_texts_3: 1.709 loss_ce_4: 0.701 loss_ctrl_points_4: 4.984 loss_texts_4: 1.765 loss_ce_enc: 1.641 loss_bbox_enc: 0.441 loss_giou_enc: 0.854 time: 0.5192 data_time: 0.0031 lr: 0.000200 max_mem: 6231M [08/02 12:02:54] d2.utils.events INFO: eta: 2 days, 13:41:48 iter: 6979 total_loss: 44.903 loss_ce: 0.754 loss_ctrl_points: 4.575 loss_texts: 1.778 loss_ce_0: 0.736 loss_ctrl_points_0: 4.674 loss_texts_0: 1.716 loss_ce_1: 0.743 loss_ctrl_points_1: 4.968 loss_texts_1: 1.681 loss_ce_2: 0.754 loss_ctrl_points_2: 4.439 loss_texts_2: 1.718 loss_ce_3: 0.757 loss_ctrl_points_3: 4.222 loss_texts_3: 1.751 loss_ce_4: 0.738 loss_ctrl_points_4: 4.766 loss_texts_4: 1.680 loss_ce_enc: 1.630 loss_bbox_enc: 0.443 loss_giou_enc: 0.838 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:03:04] d2.utils.events INFO: eta: 2 days, 13:47:13 iter: 6999 total_loss: 48.155 loss_ce: 0.730 loss_ctrl_points: 5.982 loss_texts: 1.658 loss_ce_0: 0.708 loss_ctrl_points_0: 5.018 loss_texts_0: 1.594 loss_ce_1: 0.703 loss_ctrl_points_1: 4.681 loss_texts_1: 1.626 loss_ce_2: 0.718 loss_ctrl_points_2: 5.166 loss_texts_2: 1.642 loss_ce_3: 0.742 loss_ctrl_points_3: 4.629 loss_texts_3: 1.607 loss_ce_4: 0.747 loss_ctrl_points_4: 5.705 loss_texts_4: 1.620 loss_ce_enc: 1.737 loss_bbox_enc: 0.435 loss_giou_enc: 0.780 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:03:15] d2.utils.events INFO: eta: 2 days, 13:41:27 iter: 7019 total_loss: 49.226 loss_ce: 0.787 loss_ctrl_points: 5.205 loss_texts: 1.759 loss_ce_0: 0.780 loss_ctrl_points_0: 5.353 loss_texts_0: 1.717 loss_ce_1: 0.762 loss_ctrl_points_1: 5.390 loss_texts_1: 1.729 loss_ce_2: 0.799 loss_ctrl_points_2: 5.108 loss_texts_2: 1.687 loss_ce_3: 0.779 loss_ctrl_points_3: 5.170 loss_texts_3: 1.704 loss_ce_4: 0.758 loss_ctrl_points_4: 5.246 loss_texts_4: 1.706 loss_ce_enc: 1.689 loss_bbox_enc: 0.440 loss_giou_enc: 0.822 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:03:26] d2.utils.events INFO: eta: 2 days, 13:46:52 iter: 7039 total_loss: 44.857 loss_ce: 0.740 loss_ctrl_points: 4.978 loss_texts: 1.660 loss_ce_0: 0.753 loss_ctrl_points_0: 4.888 loss_texts_0: 1.639 loss_ce_1: 0.755 loss_ctrl_points_1: 4.551 loss_texts_1: 1.650 loss_ce_2: 0.767 loss_ctrl_points_2: 3.945 loss_texts_2: 1.616 loss_ce_3: 0.756 loss_ctrl_points_3: 4.367 loss_texts_3: 1.657 loss_ce_4: 0.768 loss_ctrl_points_4: 4.430 loss_texts_4: 1.641 loss_ce_enc: 1.646 loss_bbox_enc: 0.441 loss_giou_enc: 0.817 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:03:35] d2.utils.events INFO: eta: 2 days, 13:30:27 iter: 7059 total_loss: 44.212 loss_ce: 0.769 loss_ctrl_points: 4.517 loss_texts: 1.663 loss_ce_0: 0.718 loss_ctrl_points_0: 4.557 loss_texts_0: 1.643 loss_ce_1: 0.735 loss_ctrl_points_1: 4.774 loss_texts_1: 1.638 loss_ce_2: 0.758 loss_ctrl_points_2: 4.409 loss_texts_2: 1.692 loss_ce_3: 0.759 loss_ctrl_points_3: 4.396 loss_texts_3: 1.667 loss_ce_4: 0.755 loss_ctrl_points_4: 4.385 loss_texts_4: 1.649 loss_ce_enc: 1.618 loss_bbox_enc: 0.440 loss_giou_enc: 0.939 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:03:46] d2.utils.events INFO: eta: 2 days, 13:38:31 iter: 7079 total_loss: 49.798 loss_ce: 0.731 loss_ctrl_points: 5.624 loss_texts: 1.662 loss_ce_0: 0.778 loss_ctrl_points_0: 5.372 loss_texts_0: 1.725 loss_ce_1: 0.761 loss_ctrl_points_1: 5.507 loss_texts_1: 1.768 loss_ce_2: 0.765 loss_ctrl_points_2: 4.557 loss_texts_2: 1.715 loss_ce_3: 0.766 loss_ctrl_points_3: 5.325 loss_texts_3: 1.742 loss_ce_4: 0.755 loss_ctrl_points_4: 5.328 loss_texts_4: 1.683 loss_ce_enc: 1.679 loss_bbox_enc: 0.394 loss_giou_enc: 0.830 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:03:57] d2.utils.events INFO: eta: 2 days, 13:40:46 iter: 7099 total_loss: 44.132 loss_ce: 0.739 loss_ctrl_points: 4.342 loss_texts: 1.692 loss_ce_0: 0.713 loss_ctrl_points_0: 4.871 loss_texts_0: 1.771 loss_ce_1: 0.707 loss_ctrl_points_1: 4.553 loss_texts_1: 1.728 loss_ce_2: 0.721 loss_ctrl_points_2: 4.707 loss_texts_2: 1.759 loss_ce_3: 0.747 loss_ctrl_points_3: 4.431 loss_texts_3: 1.712 loss_ce_4: 0.716 loss_ctrl_points_4: 4.669 loss_texts_4: 1.633 loss_ce_enc: 1.627 loss_bbox_enc: 0.467 loss_giou_enc: 0.831 time: 0.5194 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:04:08] d2.utils.events INFO: eta: 2 days, 13:32:06 iter: 7119 total_loss: 48.815 loss_ce: 0.726 loss_ctrl_points: 5.089 loss_texts: 1.708 loss_ce_0: 0.727 loss_ctrl_points_0: 5.329 loss_texts_0: 1.728 loss_ce_1: 0.744 loss_ctrl_points_1: 5.208 loss_texts_1: 1.704 loss_ce_2: 0.716 loss_ctrl_points_2: 5.030 loss_texts_2: 1.697 loss_ce_3: 0.710 loss_ctrl_points_3: 5.024 loss_texts_3: 1.715 loss_ce_4: 0.706 loss_ctrl_points_4: 5.094 loss_texts_4: 1.691 loss_ce_enc: 1.654 loss_bbox_enc: 0.491 loss_giou_enc: 0.856 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:04:18] d2.utils.events INFO: eta: 2 days, 13:28:16 iter: 7139 total_loss: 43.534 loss_ce: 0.684 loss_ctrl_points: 4.154 loss_texts: 1.672 loss_ce_0: 0.694 loss_ctrl_points_0: 4.500 loss_texts_0: 1.707 loss_ce_1: 0.726 loss_ctrl_points_1: 4.100 loss_texts_1: 1.711 loss_ce_2: 0.734 loss_ctrl_points_2: 4.393 loss_texts_2: 1.698 loss_ce_3: 0.724 loss_ctrl_points_3: 4.169 loss_texts_3: 1.706 loss_ce_4: 0.713 loss_ctrl_points_4: 4.957 loss_texts_4: 1.741 loss_ce_enc: 1.700 loss_bbox_enc: 0.372 loss_giou_enc: 0.780 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:04:28] d2.utils.events INFO: eta: 2 days, 13:25:58 iter: 7159 total_loss: 47.118 loss_ce: 0.744 loss_ctrl_points: 4.687 loss_texts: 1.650 loss_ce_0: 0.710 loss_ctrl_points_0: 4.237 loss_texts_0: 1.644 loss_ce_1: 0.698 loss_ctrl_points_1: 5.303 loss_texts_1: 1.647 loss_ce_2: 0.701 loss_ctrl_points_2: 4.436 loss_texts_2: 1.606 loss_ce_3: 0.719 loss_ctrl_points_3: 4.837 loss_texts_3: 1.631 loss_ce_4: 0.735 loss_ctrl_points_4: 4.629 loss_texts_4: 1.638 loss_ce_enc: 1.598 loss_bbox_enc: 0.528 loss_giou_enc: 0.987 time: 0.5192 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:04:39] d2.utils.events INFO: eta: 2 days, 13:31:35 iter: 7179 total_loss: 49.351 loss_ce: 0.722 loss_ctrl_points: 5.325 loss_texts: 1.708 loss_ce_0: 0.721 loss_ctrl_points_0: 4.694 loss_texts_0: 1.678 loss_ce_1: 0.700 loss_ctrl_points_1: 4.694 loss_texts_1: 1.667 loss_ce_2: 0.701 loss_ctrl_points_2: 5.139 loss_texts_2: 1.708 loss_ce_3: 0.690 loss_ctrl_points_3: 5.206 loss_texts_3: 1.727 loss_ce_4: 0.706 loss_ctrl_points_4: 4.410 loss_texts_4: 1.698 loss_ce_enc: 1.567 loss_bbox_enc: 0.529 loss_giou_enc: 0.988 time: 0.5193 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:04:49] d2.utils.events INFO: eta: 2 days, 13:31:25 iter: 7199 total_loss: 50.174 loss_ce: 0.679 loss_ctrl_points: 4.675 loss_texts: 1.709 loss_ce_0: 0.709 loss_ctrl_points_0: 4.369 loss_texts_0: 1.634 loss_ce_1: 0.654 loss_ctrl_points_1: 5.329 loss_texts_1: 1.659 loss_ce_2: 0.678 loss_ctrl_points_2: 4.791 loss_texts_2: 1.697 loss_ce_3: 0.682 loss_ctrl_points_3: 4.516 loss_texts_3: 1.663 loss_ce_4: 0.685 loss_ctrl_points_4: 4.306 loss_texts_4: 1.676 loss_ce_enc: 1.554 loss_bbox_enc: 0.522 loss_giou_enc: 0.999 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:04:59] d2.utils.events INFO: eta: 2 days, 13:40:14 iter: 7219 total_loss: 46.555 loss_ce: 0.743 loss_ctrl_points: 5.081 loss_texts: 1.684 loss_ce_0: 0.725 loss_ctrl_points_0: 5.033 loss_texts_0: 1.671 loss_ce_1: 0.703 loss_ctrl_points_1: 5.212 loss_texts_1: 1.683 loss_ce_2: 0.715 loss_ctrl_points_2: 5.122 loss_texts_2: 1.681 loss_ce_3: 0.766 loss_ctrl_points_3: 4.485 loss_texts_3: 1.676 loss_ce_4: 0.731 loss_ctrl_points_4: 4.706 loss_texts_4: 1.679 loss_ce_enc: 1.557 loss_bbox_enc: 0.450 loss_giou_enc: 0.939 time: 0.5193 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:05:10] d2.utils.events INFO: eta: 2 days, 13:45:10 iter: 7239 total_loss: 47.403 loss_ce: 0.712 loss_ctrl_points: 4.969 loss_texts: 1.688 loss_ce_0: 0.716 loss_ctrl_points_0: 5.123 loss_texts_0: 1.698 loss_ce_1: 0.717 loss_ctrl_points_1: 5.097 loss_texts_1: 1.693 loss_ce_2: 0.727 loss_ctrl_points_2: 4.469 loss_texts_2: 1.654 loss_ce_3: 0.716 loss_ctrl_points_3: 4.996 loss_texts_3: 1.662 loss_ce_4: 0.725 loss_ctrl_points_4: 5.511 loss_texts_4: 1.673 loss_ce_enc: 1.693 loss_bbox_enc: 0.483 loss_giou_enc: 0.920 time: 0.5193 data_time: 0.0035 lr: 0.000200 max_mem: 6231M [08/02 12:05:20] d2.utils.events INFO: eta: 2 days, 13:28:55 iter: 7259 total_loss: 52.191 loss_ce: 0.720 loss_ctrl_points: 5.586 loss_texts: 1.676 loss_ce_0: 0.722 loss_ctrl_points_0: 5.731 loss_texts_0: 1.662 loss_ce_1: 0.680 loss_ctrl_points_1: 6.076 loss_texts_1: 1.663 loss_ce_2: 0.701 loss_ctrl_points_2: 5.687 loss_texts_2: 1.691 loss_ce_3: 0.721 loss_ctrl_points_3: 5.828 loss_texts_3: 1.685 loss_ce_4: 0.727 loss_ctrl_points_4: 5.739 loss_texts_4: 1.626 loss_ce_enc: 1.549 loss_bbox_enc: 0.530 loss_giou_enc: 0.836 time: 0.5192 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:05:31] d2.utils.events INFO: eta: 2 days, 13:44:49 iter: 7279 total_loss: 50.457 loss_ce: 0.650 loss_ctrl_points: 5.207 loss_texts: 1.680 loss_ce_0: 0.689 loss_ctrl_points_0: 5.271 loss_texts_0: 1.647 loss_ce_1: 0.688 loss_ctrl_points_1: 5.242 loss_texts_1: 1.692 loss_ce_2: 0.662 loss_ctrl_points_2: 4.827 loss_texts_2: 1.687 loss_ce_3: 0.758 loss_ctrl_points_3: 5.861 loss_texts_3: 1.663 loss_ce_4: 0.680 loss_ctrl_points_4: 5.568 loss_texts_4: 1.665 loss_ce_enc: 1.492 loss_bbox_enc: 0.678 loss_giou_enc: 1.117 time: 0.5193 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 12:05:41] d2.utils.events INFO: eta: 2 days, 13:39:20 iter: 7299 total_loss: 48.943 loss_ce: 0.699 loss_ctrl_points: 5.515 loss_texts: 1.678 loss_ce_0: 0.736 loss_ctrl_points_0: 4.390 loss_texts_0: 1.755 loss_ce_1: 0.689 loss_ctrl_points_1: 5.255 loss_texts_1: 1.714 loss_ce_2: 0.684 loss_ctrl_points_2: 5.536 loss_texts_2: 1.703 loss_ce_3: 0.704 loss_ctrl_points_3: 5.476 loss_texts_3: 1.702 loss_ce_4: 0.703 loss_ctrl_points_4: 5.067 loss_texts_4: 1.635 loss_ce_enc: 1.480 loss_bbox_enc: 0.632 loss_giou_enc: 1.081 time: 0.5192 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:05:51] d2.utils.events INFO: eta: 2 days, 13:28:24 iter: 7319 total_loss: 56.350 loss_ce: 0.719 loss_ctrl_points: 6.772 loss_texts: 1.819 loss_ce_0: 0.729 loss_ctrl_points_0: 5.992 loss_texts_0: 1.754 loss_ce_1: 0.729 loss_ctrl_points_1: 5.234 loss_texts_1: 1.777 loss_ce_2: 0.749 loss_ctrl_points_2: 5.783 loss_texts_2: 1.833 loss_ce_3: 0.730 loss_ctrl_points_3: 6.129 loss_texts_3: 1.845 loss_ce_4: 0.740 loss_ctrl_points_4: 5.541 loss_texts_4: 1.722 loss_ce_enc: 1.710 loss_bbox_enc: 0.576 loss_giou_enc: 0.903 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:06:00] d2.utils.events INFO: eta: 2 days, 13:14:35 iter: 7339 total_loss: 47.256 loss_ce: 0.737 loss_ctrl_points: 4.797 loss_texts: 1.772 loss_ce_0: 0.759 loss_ctrl_points_0: 5.099 loss_texts_0: 1.807 loss_ce_1: 0.754 loss_ctrl_points_1: 4.518 loss_texts_1: 1.649 loss_ce_2: 0.747 loss_ctrl_points_2: 4.933 loss_texts_2: 1.640 loss_ce_3: 0.723 loss_ctrl_points_3: 5.018 loss_texts_3: 1.712 loss_ce_4: 0.725 loss_ctrl_points_4: 5.156 loss_texts_4: 1.666 loss_ce_enc: 1.589 loss_bbox_enc: 0.531 loss_giou_enc: 0.909 time: 0.5190 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:06:12] d2.utils.events INFO: eta: 2 days, 13:28:04 iter: 7359 total_loss: 43.486 loss_ce: 0.744 loss_ctrl_points: 4.598 loss_texts: 1.713 loss_ce_0: 0.748 loss_ctrl_points_0: 3.944 loss_texts_0: 1.672 loss_ce_1: 0.727 loss_ctrl_points_1: 3.962 loss_texts_1: 1.670 loss_ce_2: 0.730 loss_ctrl_points_2: 3.997 loss_texts_2: 1.693 loss_ce_3: 0.695 loss_ctrl_points_3: 4.151 loss_texts_3: 1.749 loss_ce_4: 0.720 loss_ctrl_points_4: 4.539 loss_texts_4: 1.721 loss_ce_enc: 1.683 loss_bbox_enc: 0.338 loss_giou_enc: 0.798 time: 0.5192 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 12:06:23] d2.utils.events INFO: eta: 2 days, 13:27:54 iter: 7379 total_loss: 48.020 loss_ce: 0.682 loss_ctrl_points: 5.143 loss_texts: 1.680 loss_ce_0: 0.737 loss_ctrl_points_0: 5.156 loss_texts_0: 1.698 loss_ce_1: 0.699 loss_ctrl_points_1: 4.397 loss_texts_1: 1.656 loss_ce_2: 0.692 loss_ctrl_points_2: 5.024 loss_texts_2: 1.668 loss_ce_3: 0.727 loss_ctrl_points_3: 5.072 loss_texts_3: 1.640 loss_ce_4: 0.733 loss_ctrl_points_4: 4.985 loss_texts_4: 1.670 loss_ce_enc: 1.564 loss_bbox_enc: 0.449 loss_giou_enc: 0.944 time: 0.5193 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:06:33] d2.utils.events INFO: eta: 2 days, 13:17:13 iter: 7399 total_loss: 51.152 loss_ce: 0.769 loss_ctrl_points: 5.068 loss_texts: 1.701 loss_ce_0: 0.729 loss_ctrl_points_0: 5.872 loss_texts_0: 1.711 loss_ce_1: 0.783 loss_ctrl_points_1: 5.579 loss_texts_1: 1.739 loss_ce_2: 0.745 loss_ctrl_points_2: 5.623 loss_texts_2: 1.701 loss_ce_3: 0.739 loss_ctrl_points_3: 5.578 loss_texts_3: 1.713 loss_ce_4: 0.741 loss_ctrl_points_4: 5.614 loss_texts_4: 1.738 loss_ce_enc: 1.614 loss_bbox_enc: 0.544 loss_giou_enc: 0.930 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:06:43] d2.utils.events INFO: eta: 2 days, 13:23:45 iter: 7419 total_loss: 53.638 loss_ce: 0.734 loss_ctrl_points: 5.918 loss_texts: 1.673 loss_ce_0: 0.745 loss_ctrl_points_0: 6.183 loss_texts_0: 1.710 loss_ce_1: 0.750 loss_ctrl_points_1: 5.389 loss_texts_1: 1.653 loss_ce_2: 0.740 loss_ctrl_points_2: 5.476 loss_texts_2: 1.674 loss_ce_3: 0.741 loss_ctrl_points_3: 5.406 loss_texts_3: 1.687 loss_ce_4: 0.724 loss_ctrl_points_4: 5.372 loss_texts_4: 1.711 loss_ce_enc: 1.497 loss_bbox_enc: 0.563 loss_giou_enc: 1.020 time: 0.5192 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:06:53] d2.utils.events INFO: eta: 2 days, 13:25:51 iter: 7439 total_loss: 51.366 loss_ce: 0.666 loss_ctrl_points: 5.364 loss_texts: 1.761 loss_ce_0: 0.730 loss_ctrl_points_0: 4.836 loss_texts_0: 1.819 loss_ce_1: 0.723 loss_ctrl_points_1: 4.804 loss_texts_1: 1.837 loss_ce_2: 0.718 loss_ctrl_points_2: 4.988 loss_texts_2: 1.818 loss_ce_3: 0.678 loss_ctrl_points_3: 6.239 loss_texts_3: 1.756 loss_ce_4: 0.702 loss_ctrl_points_4: 5.580 loss_texts_4: 1.773 loss_ce_enc: 1.537 loss_bbox_enc: 0.522 loss_giou_enc: 0.981 time: 0.5192 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:07:04] d2.utils.events INFO: eta: 2 days, 13:16:43 iter: 7459 total_loss: 47.916 loss_ce: 0.701 loss_ctrl_points: 5.251 loss_texts: 1.737 loss_ce_0: 0.656 loss_ctrl_points_0: 5.075 loss_texts_0: 1.719 loss_ce_1: 0.682 loss_ctrl_points_1: 4.443 loss_texts_1: 1.665 loss_ce_2: 0.688 loss_ctrl_points_2: 4.504 loss_texts_2: 1.710 loss_ce_3: 0.682 loss_ctrl_points_3: 4.307 loss_texts_3: 1.656 loss_ce_4: 0.676 loss_ctrl_points_4: 4.934 loss_texts_4: 1.705 loss_ce_enc: 1.407 loss_bbox_enc: 0.562 loss_giou_enc: 1.112 time: 0.5191 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:07:14] d2.utils.events INFO: eta: 2 days, 13:18:12 iter: 7479 total_loss: 47.456 loss_ce: 0.740 loss_ctrl_points: 5.303 loss_texts: 1.640 loss_ce_0: 0.745 loss_ctrl_points_0: 5.264 loss_texts_0: 1.624 loss_ce_1: 0.722 loss_ctrl_points_1: 5.319 loss_texts_1: 1.689 loss_ce_2: 0.694 loss_ctrl_points_2: 5.824 loss_texts_2: 1.650 loss_ce_3: 0.726 loss_ctrl_points_3: 4.993 loss_texts_3: 1.645 loss_ce_4: 0.714 loss_ctrl_points_4: 5.664 loss_texts_4: 1.662 loss_ce_enc: 1.565 loss_bbox_enc: 0.592 loss_giou_enc: 0.854 time: 0.5191 data_time: 0.0036 lr: 0.000200 max_mem: 6231M [08/02 12:07:24] d2.utils.events INFO: eta: 2 days, 13:07:11 iter: 7499 total_loss: 47.678 loss_ce: 0.746 loss_ctrl_points: 5.246 loss_texts: 1.771 loss_ce_0: 0.786 loss_ctrl_points_0: 5.195 loss_texts_0: 1.767 loss_ce_1: 0.768 loss_ctrl_points_1: 5.124 loss_texts_1: 1.715 loss_ce_2: 0.787 loss_ctrl_points_2: 5.065 loss_texts_2: 1.835 loss_ce_3: 0.749 loss_ctrl_points_3: 5.218 loss_texts_3: 1.815 loss_ce_4: 0.764 loss_ctrl_points_4: 4.750 loss_texts_4: 1.748 loss_ce_enc: 1.613 loss_bbox_enc: 0.458 loss_giou_enc: 0.934 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:07:34] d2.utils.events INFO: eta: 2 days, 13:07:01 iter: 7519 total_loss: 47.266 loss_ce: 0.696 loss_ctrl_points: 4.612 loss_texts: 1.678 loss_ce_0: 0.701 loss_ctrl_points_0: 4.479 loss_texts_0: 1.625 loss_ce_1: 0.709 loss_ctrl_points_1: 4.443 loss_texts_1: 1.649 loss_ce_2: 0.700 loss_ctrl_points_2: 4.834 loss_texts_2: 1.644 loss_ce_3: 0.698 loss_ctrl_points_3: 4.727 loss_texts_3: 1.641 loss_ce_4: 0.695 loss_ctrl_points_4: 4.484 loss_texts_4: 1.678 loss_ce_enc: 1.576 loss_bbox_enc: 0.434 loss_giou_enc: 0.898 time: 0.5190 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:07:45] d2.utils.events INFO: eta: 2 days, 13:16:02 iter: 7539 total_loss: 44.529 loss_ce: 0.773 loss_ctrl_points: 4.260 loss_texts: 1.711 loss_ce_0: 0.748 loss_ctrl_points_0: 4.224 loss_texts_0: 1.653 loss_ce_1: 0.767 loss_ctrl_points_1: 4.589 loss_texts_1: 1.623 loss_ce_2: 0.759 loss_ctrl_points_2: 4.221 loss_texts_2: 1.622 loss_ce_3: 0.735 loss_ctrl_points_3: 4.646 loss_texts_3: 1.585 loss_ce_4: 0.773 loss_ctrl_points_4: 4.689 loss_texts_4: 1.700 loss_ce_enc: 1.551 loss_bbox_enc: 0.441 loss_giou_enc: 0.967 time: 0.5191 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:07:55] d2.utils.events INFO: eta: 2 days, 13:12:43 iter: 7559 total_loss: 49.526 loss_ce: 0.691 loss_ctrl_points: 5.729 loss_texts: 1.662 loss_ce_0: 0.708 loss_ctrl_points_0: 5.447 loss_texts_0: 1.620 loss_ce_1: 0.715 loss_ctrl_points_1: 4.985 loss_texts_1: 1.643 loss_ce_2: 0.708 loss_ctrl_points_2: 5.461 loss_texts_2: 1.670 loss_ce_3: 0.695 loss_ctrl_points_3: 5.307 loss_texts_3: 1.656 loss_ce_4: 0.717 loss_ctrl_points_4: 5.013 loss_texts_4: 1.637 loss_ce_enc: 1.623 loss_bbox_enc: 0.581 loss_giou_enc: 0.882 time: 0.5190 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:08:06] d2.utils.events INFO: eta: 2 days, 13:12:32 iter: 7579 total_loss: 48.660 loss_ce: 0.706 loss_ctrl_points: 5.176 loss_texts: 1.763 loss_ce_0: 0.696 loss_ctrl_points_0: 4.792 loss_texts_0: 1.772 loss_ce_1: 0.725 loss_ctrl_points_1: 4.883 loss_texts_1: 1.783 loss_ce_2: 0.735 loss_ctrl_points_2: 5.008 loss_texts_2: 1.799 loss_ce_3: 0.702 loss_ctrl_points_3: 5.157 loss_texts_3: 1.748 loss_ce_4: 0.730 loss_ctrl_points_4: 4.702 loss_texts_4: 1.696 loss_ce_enc: 1.633 loss_bbox_enc: 0.470 loss_giou_enc: 0.892 time: 0.5191 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:08:16] d2.utils.events INFO: eta: 2 days, 13:08:15 iter: 7599 total_loss: 46.106 loss_ce: 0.746 loss_ctrl_points: 5.083 loss_texts: 1.690 loss_ce_0: 0.714 loss_ctrl_points_0: 4.844 loss_texts_0: 1.650 loss_ce_1: 0.734 loss_ctrl_points_1: 4.480 loss_texts_1: 1.723 loss_ce_2: 0.724 loss_ctrl_points_2: 5.475 loss_texts_2: 1.695 loss_ce_3: 0.698 loss_ctrl_points_3: 5.121 loss_texts_3: 1.695 loss_ce_4: 0.715 loss_ctrl_points_4: 4.843 loss_texts_4: 1.730 loss_ce_enc: 1.622 loss_bbox_enc: 0.528 loss_giou_enc: 0.945 time: 0.5190 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:08:26] d2.utils.events INFO: eta: 2 days, 13:02:39 iter: 7619 total_loss: 53.356 loss_ce: 0.694 loss_ctrl_points: 6.249 loss_texts: 1.729 loss_ce_0: 0.739 loss_ctrl_points_0: 5.294 loss_texts_0: 1.735 loss_ce_1: 0.751 loss_ctrl_points_1: 5.638 loss_texts_1: 1.665 loss_ce_2: 0.745 loss_ctrl_points_2: 5.164 loss_texts_2: 1.668 loss_ce_3: 0.732 loss_ctrl_points_3: 6.102 loss_texts_3: 1.697 loss_ce_4: 0.707 loss_ctrl_points_4: 5.921 loss_texts_4: 1.704 loss_ce_enc: 1.684 loss_bbox_enc: 0.409 loss_giou_enc: 0.715 time: 0.5190 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:08:36] d2.utils.events INFO: eta: 2 days, 12:58:02 iter: 7639 total_loss: 44.811 loss_ce: 0.715 loss_ctrl_points: 4.726 loss_texts: 1.704 loss_ce_0: 0.703 loss_ctrl_points_0: 4.256 loss_texts_0: 1.578 loss_ce_1: 0.700 loss_ctrl_points_1: 4.609 loss_texts_1: 1.606 loss_ce_2: 0.702 loss_ctrl_points_2: 4.882 loss_texts_2: 1.621 loss_ce_3: 0.713 loss_ctrl_points_3: 4.494 loss_texts_3: 1.601 loss_ce_4: 0.703 loss_ctrl_points_4: 4.726 loss_texts_4: 1.674 loss_ce_enc: 1.615 loss_bbox_enc: 0.441 loss_giou_enc: 0.855 time: 0.5189 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:08:46] d2.utils.events INFO: eta: 2 days, 12:57:52 iter: 7659 total_loss: 47.846 loss_ce: 0.724 loss_ctrl_points: 5.031 loss_texts: 1.660 loss_ce_0: 0.705 loss_ctrl_points_0: 5.440 loss_texts_0: 1.622 loss_ce_1: 0.713 loss_ctrl_points_1: 5.538 loss_texts_1: 1.661 loss_ce_2: 0.710 loss_ctrl_points_2: 5.503 loss_texts_2: 1.640 loss_ce_3: 0.708 loss_ctrl_points_3: 5.358 loss_texts_3: 1.646 loss_ce_4: 0.730 loss_ctrl_points_4: 5.454 loss_texts_4: 1.667 loss_ce_enc: 1.687 loss_bbox_enc: 0.413 loss_giou_enc: 0.806 time: 0.5188 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:08:56] d2.utils.events INFO: eta: 2 days, 12:51:47 iter: 7679 total_loss: 45.542 loss_ce: 0.737 loss_ctrl_points: 4.395 loss_texts: 1.734 loss_ce_0: 0.709 loss_ctrl_points_0: 4.646 loss_texts_0: 1.681 loss_ce_1: 0.718 loss_ctrl_points_1: 4.767 loss_texts_1: 1.721 loss_ce_2: 0.716 loss_ctrl_points_2: 4.558 loss_texts_2: 1.669 loss_ce_3: 0.722 loss_ctrl_points_3: 5.076 loss_texts_3: 1.663 loss_ce_4: 0.744 loss_ctrl_points_4: 4.734 loss_texts_4: 1.714 loss_ce_enc: 1.590 loss_bbox_enc: 0.451 loss_giou_enc: 1.002 time: 0.5188 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:09:06] d2.utils.events INFO: eta: 2 days, 13:04:06 iter: 7699 total_loss: 47.336 loss_ce: 0.809 loss_ctrl_points: 4.570 loss_texts: 1.694 loss_ce_0: 0.775 loss_ctrl_points_0: 5.047 loss_texts_0: 1.695 loss_ce_1: 0.774 loss_ctrl_points_1: 4.449 loss_texts_1: 1.672 loss_ce_2: 0.770 loss_ctrl_points_2: 4.721 loss_texts_2: 1.672 loss_ce_3: 0.776 loss_ctrl_points_3: 4.948 loss_texts_3: 1.687 loss_ce_4: 0.765 loss_ctrl_points_4: 4.588 loss_texts_4: 1.672 loss_ce_enc: 1.547 loss_bbox_enc: 0.600 loss_giou_enc: 1.049 time: 0.5187 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:09:16] d2.utils.events INFO: eta: 2 days, 13:01:46 iter: 7719 total_loss: 42.068 loss_ce: 0.726 loss_ctrl_points: 4.388 loss_texts: 1.698 loss_ce_0: 0.732 loss_ctrl_points_0: 4.186 loss_texts_0: 1.595 loss_ce_1: 0.741 loss_ctrl_points_1: 4.058 loss_texts_1: 1.642 loss_ce_2: 0.731 loss_ctrl_points_2: 4.429 loss_texts_2: 1.720 loss_ce_3: 0.730 loss_ctrl_points_3: 4.124 loss_texts_3: 1.652 loss_ce_4: 0.732 loss_ctrl_points_4: 4.137 loss_texts_4: 1.701 loss_ce_enc: 1.533 loss_bbox_enc: 0.630 loss_giou_enc: 1.123 time: 0.5187 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:09:26] d2.utils.events INFO: eta: 2 days, 12:57:12 iter: 7739 total_loss: 44.523 loss_ce: 0.722 loss_ctrl_points: 4.581 loss_texts: 1.576 loss_ce_0: 0.728 loss_ctrl_points_0: 4.387 loss_texts_0: 1.595 loss_ce_1: 0.706 loss_ctrl_points_1: 4.388 loss_texts_1: 1.606 loss_ce_2: 0.723 loss_ctrl_points_2: 4.764 loss_texts_2: 1.568 loss_ce_3: 0.722 loss_ctrl_points_3: 4.433 loss_texts_3: 1.552 loss_ce_4: 0.717 loss_ctrl_points_4: 4.820 loss_texts_4: 1.577 loss_ce_enc: 1.433 loss_bbox_enc: 0.643 loss_giou_enc: 1.074 time: 0.5187 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:09:37] d2.utils.events INFO: eta: 2 days, 13:06:54 iter: 7759 total_loss: 43.919 loss_ce: 0.673 loss_ctrl_points: 4.330 loss_texts: 1.674 loss_ce_0: 0.672 loss_ctrl_points_0: 4.288 loss_texts_0: 1.698 loss_ce_1: 0.680 loss_ctrl_points_1: 4.453 loss_texts_1: 1.685 loss_ce_2: 0.680 loss_ctrl_points_2: 4.114 loss_texts_2: 1.643 loss_ce_3: 0.677 loss_ctrl_points_3: 4.086 loss_texts_3: 1.697 loss_ce_4: 0.682 loss_ctrl_points_4: 4.325 loss_texts_4: 1.728 loss_ce_enc: 1.460 loss_bbox_enc: 0.488 loss_giou_enc: 1.059 time: 0.5187 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:09:47] d2.utils.events INFO: eta: 2 days, 13:03:25 iter: 7779 total_loss: 46.065 loss_ce: 0.736 loss_ctrl_points: 4.981 loss_texts: 1.676 loss_ce_0: 0.739 loss_ctrl_points_0: 4.731 loss_texts_0: 1.733 loss_ce_1: 0.753 loss_ctrl_points_1: 4.460 loss_texts_1: 1.707 loss_ce_2: 0.748 loss_ctrl_points_2: 4.665 loss_texts_2: 1.790 loss_ce_3: 0.751 loss_ctrl_points_3: 4.404 loss_texts_3: 1.760 loss_ce_4: 0.741 loss_ctrl_points_4: 4.523 loss_texts_4: 1.701 loss_ce_enc: 1.560 loss_bbox_enc: 0.403 loss_giou_enc: 0.950 time: 0.5187 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:09:57] d2.utils.events INFO: eta: 2 days, 12:56:15 iter: 7799 total_loss: 41.531 loss_ce: 0.691 loss_ctrl_points: 4.343 loss_texts: 1.738 loss_ce_0: 0.689 loss_ctrl_points_0: 4.248 loss_texts_0: 1.693 loss_ce_1: 0.685 loss_ctrl_points_1: 4.445 loss_texts_1: 1.722 loss_ce_2: 0.681 loss_ctrl_points_2: 4.671 loss_texts_2: 1.743 loss_ce_3: 0.673 loss_ctrl_points_3: 4.099 loss_texts_3: 1.671 loss_ce_4: 0.691 loss_ctrl_points_4: 4.113 loss_texts_4: 1.693 loss_ce_enc: 1.566 loss_bbox_enc: 0.372 loss_giou_enc: 0.926 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:10:07] d2.utils.events INFO: eta: 2 days, 12:46:17 iter: 7819 total_loss: 48.265 loss_ce: 0.775 loss_ctrl_points: 5.174 loss_texts: 1.699 loss_ce_0: 0.758 loss_ctrl_points_0: 4.584 loss_texts_0: 1.650 loss_ce_1: 0.763 loss_ctrl_points_1: 5.197 loss_texts_1: 1.649 loss_ce_2: 0.759 loss_ctrl_points_2: 4.986 loss_texts_2: 1.662 loss_ce_3: 0.758 loss_ctrl_points_3: 4.789 loss_texts_3: 1.667 loss_ce_4: 0.794 loss_ctrl_points_4: 4.580 loss_texts_4: 1.665 loss_ce_enc: 1.630 loss_bbox_enc: 0.473 loss_giou_enc: 0.843 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:10:18] d2.utils.events INFO: eta: 2 days, 12:58:12 iter: 7839 total_loss: 44.456 loss_ce: 0.721 loss_ctrl_points: 4.663 loss_texts: 1.775 loss_ce_0: 0.742 loss_ctrl_points_0: 4.404 loss_texts_0: 1.710 loss_ce_1: 0.723 loss_ctrl_points_1: 4.199 loss_texts_1: 1.682 loss_ce_2: 0.722 loss_ctrl_points_2: 4.347 loss_texts_2: 1.685 loss_ce_3: 0.734 loss_ctrl_points_3: 4.730 loss_texts_3: 1.703 loss_ce_4: 0.716 loss_ctrl_points_4: 5.215 loss_texts_4: 1.702 loss_ce_enc: 1.721 loss_bbox_enc: 0.426 loss_giou_enc: 0.906 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:10:28] d2.utils.events INFO: eta: 2 days, 12:50:16 iter: 7859 total_loss: 45.495 loss_ce: 0.733 loss_ctrl_points: 4.622 loss_texts: 1.692 loss_ce_0: 0.749 loss_ctrl_points_0: 4.605 loss_texts_0: 1.667 loss_ce_1: 0.718 loss_ctrl_points_1: 4.210 loss_texts_1: 1.664 loss_ce_2: 0.733 loss_ctrl_points_2: 4.237 loss_texts_2: 1.685 loss_ce_3: 0.729 loss_ctrl_points_3: 4.381 loss_texts_3: 1.693 loss_ce_4: 0.720 loss_ctrl_points_4: 4.767 loss_texts_4: 1.714 loss_ce_enc: 1.614 loss_bbox_enc: 0.433 loss_giou_enc: 0.817 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:10:38] d2.utils.events INFO: eta: 2 days, 12:55:35 iter: 7879 total_loss: 42.296 loss_ce: 0.720 loss_ctrl_points: 4.360 loss_texts: 1.716 loss_ce_0: 0.722 loss_ctrl_points_0: 4.618 loss_texts_0: 1.716 loss_ce_1: 0.744 loss_ctrl_points_1: 4.202 loss_texts_1: 1.679 loss_ce_2: 0.717 loss_ctrl_points_2: 4.075 loss_texts_2: 1.627 loss_ce_3: 0.720 loss_ctrl_points_3: 4.305 loss_texts_3: 1.623 loss_ce_4: 0.717 loss_ctrl_points_4: 4.123 loss_texts_4: 1.721 loss_ce_enc: 1.570 loss_bbox_enc: 0.463 loss_giou_enc: 0.857 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:10:50] d2.utils.events INFO: eta: 2 days, 13:03:45 iter: 7899 total_loss: 45.189 loss_ce: 0.767 loss_ctrl_points: 5.222 loss_texts: 1.694 loss_ce_0: 0.755 loss_ctrl_points_0: 5.065 loss_texts_0: 1.651 loss_ce_1: 0.757 loss_ctrl_points_1: 4.392 loss_texts_1: 1.652 loss_ce_2: 0.754 loss_ctrl_points_2: 4.740 loss_texts_2: 1.631 loss_ce_3: 0.758 loss_ctrl_points_3: 4.265 loss_texts_3: 1.626 loss_ce_4: 0.783 loss_ctrl_points_4: 4.562 loss_texts_4: 1.682 loss_ce_enc: 1.694 loss_bbox_enc: 0.422 loss_giou_enc: 0.814 time: 0.5187 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:11:00] d2.utils.events INFO: eta: 2 days, 13:06:37 iter: 7919 total_loss: 43.754 loss_ce: 0.662 loss_ctrl_points: 4.631 loss_texts: 1.747 loss_ce_0: 0.671 loss_ctrl_points_0: 4.461 loss_texts_0: 1.766 loss_ce_1: 0.662 loss_ctrl_points_1: 4.440 loss_texts_1: 1.742 loss_ce_2: 0.674 loss_ctrl_points_2: 4.478 loss_texts_2: 1.740 loss_ce_3: 0.648 loss_ctrl_points_3: 4.516 loss_texts_3: 1.745 loss_ce_4: 0.644 loss_ctrl_points_4: 4.331 loss_texts_4: 1.737 loss_ce_enc: 1.617 loss_bbox_enc: 0.585 loss_giou_enc: 1.098 time: 0.5187 data_time: 0.0032 lr: 0.000200 max_mem: 6231M [08/02 12:11:11] d2.utils.events INFO: eta: 2 days, 13:03:25 iter: 7939 total_loss: 47.693 loss_ce: 0.690 loss_ctrl_points: 4.452 loss_texts: 1.645 loss_ce_0: 0.682 loss_ctrl_points_0: 4.734 loss_texts_0: 1.642 loss_ce_1: 0.684 loss_ctrl_points_1: 5.273 loss_texts_1: 1.661 loss_ce_2: 0.687 loss_ctrl_points_2: 5.133 loss_texts_2: 1.647 loss_ce_3: 0.668 loss_ctrl_points_3: 4.974 loss_texts_3: 1.682 loss_ce_4: 0.685 loss_ctrl_points_4: 4.686 loss_texts_4: 1.632 loss_ce_enc: 1.637 loss_bbox_enc: 0.447 loss_giou_enc: 0.950 time: 0.5186 data_time: 0.0055 lr: 0.000200 max_mem: 6231M [08/02 12:11:21] d2.utils.events INFO: eta: 2 days, 12:57:11 iter: 7959 total_loss: 48.856 loss_ce: 0.718 loss_ctrl_points: 5.506 loss_texts: 1.709 loss_ce_0: 0.727 loss_ctrl_points_0: 5.511 loss_texts_0: 1.698 loss_ce_1: 0.713 loss_ctrl_points_1: 4.885 loss_texts_1: 1.681 loss_ce_2: 0.713 loss_ctrl_points_2: 5.165 loss_texts_2: 1.710 loss_ce_3: 0.712 loss_ctrl_points_3: 5.026 loss_texts_3: 1.672 loss_ce_4: 0.725 loss_ctrl_points_4: 5.190 loss_texts_4: 1.702 loss_ce_enc: 1.586 loss_bbox_enc: 0.496 loss_giou_enc: 0.972 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:11:31] d2.utils.events INFO: eta: 2 days, 12:42:09 iter: 7979 total_loss: 43.555 loss_ce: 0.702 loss_ctrl_points: 4.237 loss_texts: 1.677 loss_ce_0: 0.694 loss_ctrl_points_0: 4.120 loss_texts_0: 1.703 loss_ce_1: 0.706 loss_ctrl_points_1: 4.045 loss_texts_1: 1.692 loss_ce_2: 0.694 loss_ctrl_points_2: 4.915 loss_texts_2: 1.697 loss_ce_3: 0.680 loss_ctrl_points_3: 4.057 loss_texts_3: 1.703 loss_ce_4: 0.671 loss_ctrl_points_4: 4.234 loss_texts_4: 1.704 loss_ce_enc: 1.540 loss_bbox_enc: 0.468 loss_giou_enc: 0.944 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:11:42] d2.utils.events INFO: eta: 2 days, 12:41:59 iter: 7999 total_loss: 43.880 loss_ce: 0.807 loss_ctrl_points: 4.657 loss_texts: 1.634 loss_ce_0: 0.794 loss_ctrl_points_0: 4.513 loss_texts_0: 1.617 loss_ce_1: 0.781 loss_ctrl_points_1: 4.670 loss_texts_1: 1.619 loss_ce_2: 0.764 loss_ctrl_points_2: 5.013 loss_texts_2: 1.628 loss_ce_3: 0.791 loss_ctrl_points_3: 4.430 loss_texts_3: 1.640 loss_ce_4: 0.779 loss_ctrl_points_4: 5.000 loss_texts_4: 1.710 loss_ce_enc: 1.622 loss_bbox_enc: 0.524 loss_giou_enc: 0.850 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:11:51] d2.utils.events INFO: eta: 2 days, 12:17:03 iter: 8019 total_loss: 46.991 loss_ce: 0.731 loss_ctrl_points: 4.828 loss_texts: 1.577 loss_ce_0: 0.725 loss_ctrl_points_0: 5.293 loss_texts_0: 1.613 loss_ce_1: 0.741 loss_ctrl_points_1: 4.714 loss_texts_1: 1.577 loss_ce_2: 0.718 loss_ctrl_points_2: 5.246 loss_texts_2: 1.542 loss_ce_3: 0.716 loss_ctrl_points_3: 5.071 loss_texts_3: 1.534 loss_ce_4: 0.709 loss_ctrl_points_4: 5.202 loss_texts_4: 1.598 loss_ce_enc: 1.604 loss_bbox_enc: 0.450 loss_giou_enc: 0.853 time: 0.5184 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:12:01] d2.utils.events INFO: eta: 2 days, 12:11:44 iter: 8039 total_loss: 48.013 loss_ce: 0.715 loss_ctrl_points: 5.085 loss_texts: 1.758 loss_ce_0: 0.725 loss_ctrl_points_0: 4.891 loss_texts_0: 1.731 loss_ce_1: 0.737 loss_ctrl_points_1: 4.652 loss_texts_1: 1.695 loss_ce_2: 0.703 loss_ctrl_points_2: 5.153 loss_texts_2: 1.736 loss_ce_3: 0.737 loss_ctrl_points_3: 4.945 loss_texts_3: 1.753 loss_ce_4: 0.735 loss_ctrl_points_4: 4.718 loss_texts_4: 1.698 loss_ce_enc: 1.585 loss_bbox_enc: 0.397 loss_giou_enc: 0.821 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:12:12] d2.utils.events INFO: eta: 2 days, 12:18:10 iter: 8059 total_loss: 43.916 loss_ce: 0.717 loss_ctrl_points: 4.594 loss_texts: 1.596 loss_ce_0: 0.737 loss_ctrl_points_0: 4.129 loss_texts_0: 1.574 loss_ce_1: 0.720 loss_ctrl_points_1: 4.597 loss_texts_1: 1.602 loss_ce_2: 0.719 loss_ctrl_points_2: 4.885 loss_texts_2: 1.588 loss_ce_3: 0.729 loss_ctrl_points_3: 4.716 loss_texts_3: 1.579 loss_ce_4: 0.705 loss_ctrl_points_4: 3.989 loss_texts_4: 1.591 loss_ce_enc: 1.604 loss_bbox_enc: 0.355 loss_giou_enc: 0.908 time: 0.5184 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:12:22] d2.utils.events INFO: eta: 2 days, 12:11:23 iter: 8079 total_loss: 43.728 loss_ce: 0.716 loss_ctrl_points: 4.214 loss_texts: 1.701 loss_ce_0: 0.734 loss_ctrl_points_0: 4.059 loss_texts_0: 1.744 loss_ce_1: 0.730 loss_ctrl_points_1: 4.430 loss_texts_1: 1.755 loss_ce_2: 0.719 loss_ctrl_points_2: 4.460 loss_texts_2: 1.724 loss_ce_3: 0.694 loss_ctrl_points_3: 4.308 loss_texts_3: 1.694 loss_ce_4: 0.710 loss_ctrl_points_4: 4.817 loss_texts_4: 1.759 loss_ce_enc: 1.643 loss_bbox_enc: 0.435 loss_giou_enc: 0.815 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:12:32] d2.utils.events INFO: eta: 2 days, 12:16:56 iter: 8099 total_loss: 41.466 loss_ce: 0.722 loss_ctrl_points: 4.006 loss_texts: 1.739 loss_ce_0: 0.733 loss_ctrl_points_0: 4.658 loss_texts_0: 1.724 loss_ce_1: 0.733 loss_ctrl_points_1: 4.068 loss_texts_1: 1.763 loss_ce_2: 0.735 loss_ctrl_points_2: 4.505 loss_texts_2: 1.646 loss_ce_3: 0.733 loss_ctrl_points_3: 4.265 loss_texts_3: 1.655 loss_ce_4: 0.745 loss_ctrl_points_4: 4.071 loss_texts_4: 1.701 loss_ce_enc: 1.607 loss_bbox_enc: 0.410 loss_giou_enc: 0.904 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:12:43] d2.utils.events INFO: eta: 2 days, 12:21:57 iter: 8119 total_loss: 43.321 loss_ce: 0.703 loss_ctrl_points: 4.526 loss_texts: 1.611 loss_ce_0: 0.724 loss_ctrl_points_0: 4.424 loss_texts_0: 1.649 loss_ce_1: 0.726 loss_ctrl_points_1: 4.410 loss_texts_1: 1.680 loss_ce_2: 0.718 loss_ctrl_points_2: 4.656 loss_texts_2: 1.646 loss_ce_3: 0.708 loss_ctrl_points_3: 4.065 loss_texts_3: 1.642 loss_ce_4: 0.715 loss_ctrl_points_4: 4.252 loss_texts_4: 1.685 loss_ce_enc: 1.628 loss_bbox_enc: 0.404 loss_giou_enc: 0.901 time: 0.5184 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:12:54] d2.utils.events INFO: eta: 2 days, 12:22:08 iter: 8139 total_loss: 42.868 loss_ce: 0.716 loss_ctrl_points: 4.792 loss_texts: 1.757 loss_ce_0: 0.760 loss_ctrl_points_0: 4.231 loss_texts_0: 1.747 loss_ce_1: 0.764 loss_ctrl_points_1: 4.740 loss_texts_1: 1.733 loss_ce_2: 0.716 loss_ctrl_points_2: 4.543 loss_texts_2: 1.796 loss_ce_3: 0.726 loss_ctrl_points_3: 4.284 loss_texts_3: 1.751 loss_ce_4: 0.705 loss_ctrl_points_4: 4.064 loss_texts_4: 1.726 loss_ce_enc: 1.626 loss_bbox_enc: 0.420 loss_giou_enc: 0.853 time: 0.5184 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:13:04] d2.utils.events INFO: eta: 2 days, 12:25:17 iter: 8159 total_loss: 41.605 loss_ce: 0.706 loss_ctrl_points: 4.212 loss_texts: 1.673 loss_ce_0: 0.706 loss_ctrl_points_0: 4.427 loss_texts_0: 1.642 loss_ce_1: 0.712 loss_ctrl_points_1: 4.347 loss_texts_1: 1.634 loss_ce_2: 0.690 loss_ctrl_points_2: 4.410 loss_texts_2: 1.619 loss_ce_3: 0.716 loss_ctrl_points_3: 4.312 loss_texts_3: 1.662 loss_ce_4: 0.724 loss_ctrl_points_4: 4.444 loss_texts_4: 1.677 loss_ce_enc: 1.543 loss_bbox_enc: 0.395 loss_giou_enc: 0.812 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:13:15] d2.utils.events INFO: eta: 2 days, 12:21:27 iter: 8179 total_loss: 40.585 loss_ce: 0.671 loss_ctrl_points: 4.304 loss_texts: 1.630 loss_ce_0: 0.670 loss_ctrl_points_0: 4.054 loss_texts_0: 1.642 loss_ce_1: 0.663 loss_ctrl_points_1: 3.925 loss_texts_1: 1.661 loss_ce_2: 0.665 loss_ctrl_points_2: 4.190 loss_texts_2: 1.618 loss_ce_3: 0.675 loss_ctrl_points_3: 4.040 loss_texts_3: 1.678 loss_ce_4: 0.676 loss_ctrl_points_4: 4.057 loss_texts_4: 1.656 loss_ce_enc: 1.529 loss_bbox_enc: 0.387 loss_giou_enc: 0.913 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:13:25] d2.utils.events INFO: eta: 2 days, 12:19:25 iter: 8199 total_loss: 42.310 loss_ce: 0.666 loss_ctrl_points: 4.020 loss_texts: 1.590 loss_ce_0: 0.688 loss_ctrl_points_0: 4.442 loss_texts_0: 1.590 loss_ce_1: 0.696 loss_ctrl_points_1: 4.332 loss_texts_1: 1.583 loss_ce_2: 0.683 loss_ctrl_points_2: 4.247 loss_texts_2: 1.615 loss_ce_3: 0.696 loss_ctrl_points_3: 3.765 loss_texts_3: 1.580 loss_ce_4: 0.689 loss_ctrl_points_4: 3.865 loss_texts_4: 1.586 loss_ce_enc: 1.576 loss_bbox_enc: 0.392 loss_giou_enc: 0.882 time: 0.5185 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:13:36] d2.utils.events INFO: eta: 2 days, 12:16:50 iter: 8219 total_loss: 43.951 loss_ce: 0.706 loss_ctrl_points: 4.619 loss_texts: 1.825 loss_ce_0: 0.715 loss_ctrl_points_0: 4.585 loss_texts_0: 1.799 loss_ce_1: 0.706 loss_ctrl_points_1: 4.330 loss_texts_1: 1.708 loss_ce_2: 0.736 loss_ctrl_points_2: 4.496 loss_texts_2: 1.744 loss_ce_3: 0.740 loss_ctrl_points_3: 5.093 loss_texts_3: 1.772 loss_ce_4: 0.734 loss_ctrl_points_4: 4.221 loss_texts_4: 1.798 loss_ce_enc: 1.645 loss_bbox_enc: 0.482 loss_giou_enc: 0.830 time: 0.5185 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:13:47] d2.utils.events INFO: eta: 2 days, 12:20:57 iter: 8239 total_loss: 43.079 loss_ce: 0.729 loss_ctrl_points: 4.778 loss_texts: 1.685 loss_ce_0: 0.757 loss_ctrl_points_0: 4.539 loss_texts_0: 1.598 loss_ce_1: 0.736 loss_ctrl_points_1: 4.389 loss_texts_1: 1.637 loss_ce_2: 0.724 loss_ctrl_points_2: 4.120 loss_texts_2: 1.611 loss_ce_3: 0.736 loss_ctrl_points_3: 4.610 loss_texts_3: 1.582 loss_ce_4: 0.744 loss_ctrl_points_4: 4.096 loss_texts_4: 1.656 loss_ce_enc: 1.720 loss_bbox_enc: 0.391 loss_giou_enc: 0.727 time: 0.5185 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:13:57] d2.utils.events INFO: eta: 2 days, 12:24:27 iter: 8259 total_loss: 39.881 loss_ce: 0.687 loss_ctrl_points: 3.682 loss_texts: 1.702 loss_ce_0: 0.716 loss_ctrl_points_0: 3.502 loss_texts_0: 1.681 loss_ce_1: 0.677 loss_ctrl_points_1: 3.618 loss_texts_1: 1.632 loss_ce_2: 0.686 loss_ctrl_points_2: 3.890 loss_texts_2: 1.704 loss_ce_3: 0.698 loss_ctrl_points_3: 3.619 loss_texts_3: 1.668 loss_ce_4: 0.696 loss_ctrl_points_4: 3.630 loss_texts_4: 1.687 loss_ce_enc: 1.604 loss_bbox_enc: 0.441 loss_giou_enc: 0.844 time: 0.5185 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:14:07] d2.utils.events INFO: eta: 2 days, 12:13:39 iter: 8279 total_loss: 41.883 loss_ce: 0.727 loss_ctrl_points: 4.261 loss_texts: 1.582 loss_ce_0: 0.755 loss_ctrl_points_0: 4.155 loss_texts_0: 1.584 loss_ce_1: 0.733 loss_ctrl_points_1: 4.180 loss_texts_1: 1.579 loss_ce_2: 0.704 loss_ctrl_points_2: 4.188 loss_texts_2: 1.595 loss_ce_3: 0.717 loss_ctrl_points_3: 4.607 loss_texts_3: 1.572 loss_ce_4: 0.717 loss_ctrl_points_4: 4.120 loss_texts_4: 1.583 loss_ce_enc: 1.564 loss_bbox_enc: 0.408 loss_giou_enc: 0.867 time: 0.5184 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:14:17] d2.utils.events INFO: eta: 2 days, 12:20:27 iter: 8299 total_loss: 43.819 loss_ce: 0.712 loss_ctrl_points: 4.473 loss_texts: 1.721 loss_ce_0: 0.715 loss_ctrl_points_0: 4.585 loss_texts_0: 1.650 loss_ce_1: 0.723 loss_ctrl_points_1: 4.210 loss_texts_1: 1.628 loss_ce_2: 0.714 loss_ctrl_points_2: 4.724 loss_texts_2: 1.701 loss_ce_3: 0.704 loss_ctrl_points_3: 4.179 loss_texts_3: 1.648 loss_ce_4: 0.712 loss_ctrl_points_4: 4.349 loss_texts_4: 1.666 loss_ce_enc: 1.598 loss_bbox_enc: 0.423 loss_giou_enc: 0.867 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:14:28] d2.utils.events INFO: eta: 2 days, 12:20:17 iter: 8319 total_loss: 47.821 loss_ce: 0.744 loss_ctrl_points: 4.881 loss_texts: 1.699 loss_ce_0: 0.727 loss_ctrl_points_0: 5.119 loss_texts_0: 1.627 loss_ce_1: 0.734 loss_ctrl_points_1: 4.493 loss_texts_1: 1.639 loss_ce_2: 0.749 loss_ctrl_points_2: 4.404 loss_texts_2: 1.667 loss_ce_3: 0.760 loss_ctrl_points_3: 4.506 loss_texts_3: 1.624 loss_ce_4: 0.740 loss_ctrl_points_4: 4.742 loss_texts_4: 1.658 loss_ce_enc: 1.673 loss_bbox_enc: 0.392 loss_giou_enc: 0.751 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:14:38] d2.utils.events INFO: eta: 2 days, 12:39:07 iter: 8339 total_loss: 49.668 loss_ce: 0.737 loss_ctrl_points: 5.197 loss_texts: 1.602 loss_ce_0: 0.736 loss_ctrl_points_0: 5.438 loss_texts_0: 1.587 loss_ce_1: 0.740 loss_ctrl_points_1: 5.861 loss_texts_1: 1.619 loss_ce_2: 0.731 loss_ctrl_points_2: 4.873 loss_texts_2: 1.579 loss_ce_3: 0.734 loss_ctrl_points_3: 4.588 loss_texts_3: 1.559 loss_ce_4: 0.724 loss_ctrl_points_4: 5.074 loss_texts_4: 1.590 loss_ce_enc: 1.693 loss_bbox_enc: 0.414 loss_giou_enc: 0.834 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:14:48] d2.utils.events INFO: eta: 2 days, 12:20:17 iter: 8359 total_loss: 44.453 loss_ce: 0.764 loss_ctrl_points: 4.725 loss_texts: 1.785 loss_ce_0: 0.758 loss_ctrl_points_0: 4.187 loss_texts_0: 1.757 loss_ce_1: 0.765 loss_ctrl_points_1: 4.250 loss_texts_1: 1.702 loss_ce_2: 0.789 loss_ctrl_points_2: 4.538 loss_texts_2: 1.734 loss_ce_3: 0.739 loss_ctrl_points_3: 4.299 loss_texts_3: 1.724 loss_ce_4: 0.739 loss_ctrl_points_4: 4.472 loss_texts_4: 1.823 loss_ce_enc: 1.688 loss_bbox_enc: 0.396 loss_giou_enc: 0.717 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:14:59] d2.utils.events INFO: eta: 2 days, 12:23:27 iter: 8379 total_loss: 48.527 loss_ce: 0.772 loss_ctrl_points: 5.395 loss_texts: 1.669 loss_ce_0: 0.768 loss_ctrl_points_0: 4.981 loss_texts_0: 1.690 loss_ce_1: 0.749 loss_ctrl_points_1: 4.957 loss_texts_1: 1.715 loss_ce_2: 0.769 loss_ctrl_points_2: 5.165 loss_texts_2: 1.625 loss_ce_3: 0.770 loss_ctrl_points_3: 4.746 loss_texts_3: 1.649 loss_ce_4: 0.766 loss_ctrl_points_4: 5.218 loss_texts_4: 1.680 loss_ce_enc: 1.636 loss_bbox_enc: 0.512 loss_giou_enc: 0.815 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:15:09] d2.utils.events INFO: eta: 2 days, 12:29:24 iter: 8399 total_loss: 46.224 loss_ce: 0.790 loss_ctrl_points: 4.670 loss_texts: 1.667 loss_ce_0: 0.827 loss_ctrl_points_0: 4.488 loss_texts_0: 1.692 loss_ce_1: 0.757 loss_ctrl_points_1: 4.870 loss_texts_1: 1.654 loss_ce_2: 0.775 loss_ctrl_points_2: 4.661 loss_texts_2: 1.594 loss_ce_3: 0.787 loss_ctrl_points_3: 4.743 loss_texts_3: 1.571 loss_ce_4: 0.793 loss_ctrl_points_4: 5.172 loss_texts_4: 1.651 loss_ce_enc: 1.656 loss_bbox_enc: 0.562 loss_giou_enc: 0.866 time: 0.5184 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:15:20] d2.utils.events INFO: eta: 2 days, 12:23:06 iter: 8419 total_loss: 44.124 loss_ce: 0.712 loss_ctrl_points: 4.281 loss_texts: 1.664 loss_ce_0: 0.753 loss_ctrl_points_0: 4.485 loss_texts_0: 1.735 loss_ce_1: 0.711 loss_ctrl_points_1: 4.361 loss_texts_1: 1.684 loss_ce_2: 0.712 loss_ctrl_points_2: 4.221 loss_texts_2: 1.756 loss_ce_3: 0.724 loss_ctrl_points_3: 4.557 loss_texts_3: 1.725 loss_ce_4: 0.701 loss_ctrl_points_4: 4.655 loss_texts_4: 1.761 loss_ce_enc: 1.591 loss_bbox_enc: 0.493 loss_giou_enc: 0.906 time: 0.5184 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:15:29] d2.utils.events INFO: eta: 2 days, 12:22:56 iter: 8439 total_loss: 45.097 loss_ce: 0.693 loss_ctrl_points: 4.890 loss_texts: 1.718 loss_ce_0: 0.691 loss_ctrl_points_0: 4.402 loss_texts_0: 1.691 loss_ce_1: 0.716 loss_ctrl_points_1: 5.013 loss_texts_1: 1.664 loss_ce_2: 0.713 loss_ctrl_points_2: 4.632 loss_texts_2: 1.665 loss_ce_3: 0.710 loss_ctrl_points_3: 4.801 loss_texts_3: 1.669 loss_ce_4: 0.718 loss_ctrl_points_4: 4.579 loss_texts_4: 1.676 loss_ce_enc: 1.537 loss_bbox_enc: 0.430 loss_giou_enc: 0.867 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:15:39] d2.utils.events INFO: eta: 2 days, 12:13:15 iter: 8459 total_loss: 42.957 loss_ce: 0.699 loss_ctrl_points: 4.543 loss_texts: 1.654 loss_ce_0: 0.688 loss_ctrl_points_0: 3.932 loss_texts_0: 1.614 loss_ce_1: 0.693 loss_ctrl_points_1: 4.454 loss_texts_1: 1.625 loss_ce_2: 0.693 loss_ctrl_points_2: 4.151 loss_texts_2: 1.651 loss_ce_3: 0.686 loss_ctrl_points_3: 4.439 loss_texts_3: 1.615 loss_ce_4: 0.696 loss_ctrl_points_4: 4.354 loss_texts_4: 1.621 loss_ce_enc: 1.513 loss_bbox_enc: 0.477 loss_giou_enc: 0.898 time: 0.5182 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:15:49] d2.utils.events INFO: eta: 2 days, 12:13:45 iter: 8479 total_loss: 44.253 loss_ce: 0.715 loss_ctrl_points: 4.693 loss_texts: 1.671 loss_ce_0: 0.729 loss_ctrl_points_0: 4.421 loss_texts_0: 1.667 loss_ce_1: 0.726 loss_ctrl_points_1: 4.453 loss_texts_1: 1.634 loss_ce_2: 0.730 loss_ctrl_points_2: 4.780 loss_texts_2: 1.700 loss_ce_3: 0.717 loss_ctrl_points_3: 4.802 loss_texts_3: 1.604 loss_ce_4: 0.724 loss_ctrl_points_4: 4.962 loss_texts_4: 1.696 loss_ce_enc: 1.681 loss_bbox_enc: 0.443 loss_giou_enc: 0.761 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:16:00] d2.utils.events INFO: eta: 2 days, 12:22:26 iter: 8499 total_loss: 43.109 loss_ce: 0.727 loss_ctrl_points: 3.974 loss_texts: 1.759 loss_ce_0: 0.739 loss_ctrl_points_0: 4.252 loss_texts_0: 1.758 loss_ce_1: 0.732 loss_ctrl_points_1: 4.712 loss_texts_1: 1.685 loss_ce_2: 0.734 loss_ctrl_points_2: 4.027 loss_texts_2: 1.689 loss_ce_3: 0.735 loss_ctrl_points_3: 3.988 loss_texts_3: 1.720 loss_ce_4: 0.743 loss_ctrl_points_4: 4.113 loss_texts_4: 1.740 loss_ce_enc: 1.683 loss_bbox_enc: 0.373 loss_giou_enc: 0.835 time: 0.5182 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:16:10] d2.utils.events INFO: eta: 2 days, 12:25:29 iter: 8519 total_loss: 41.755 loss_ce: 0.693 loss_ctrl_points: 4.454 loss_texts: 1.728 loss_ce_0: 0.682 loss_ctrl_points_0: 4.167 loss_texts_0: 1.725 loss_ce_1: 0.674 loss_ctrl_points_1: 4.647 loss_texts_1: 1.709 loss_ce_2: 0.659 loss_ctrl_points_2: 4.507 loss_texts_2: 1.706 loss_ce_3: 0.683 loss_ctrl_points_3: 4.413 loss_texts_3: 1.735 loss_ce_4: 0.691 loss_ctrl_points_4: 4.326 loss_texts_4: 1.727 loss_ce_enc: 1.626 loss_bbox_enc: 0.403 loss_giou_enc: 0.886 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:16:21] d2.utils.events INFO: eta: 2 days, 12:25:31 iter: 8539 total_loss: 43.006 loss_ce: 0.751 loss_ctrl_points: 3.839 loss_texts: 1.748 loss_ce_0: 0.761 loss_ctrl_points_0: 4.295 loss_texts_0: 1.660 loss_ce_1: 0.751 loss_ctrl_points_1: 4.080 loss_texts_1: 1.649 loss_ce_2: 0.747 loss_ctrl_points_2: 3.888 loss_texts_2: 1.612 loss_ce_3: 0.769 loss_ctrl_points_3: 4.101 loss_texts_3: 1.699 loss_ce_4: 0.749 loss_ctrl_points_4: 4.483 loss_texts_4: 1.669 loss_ce_enc: 1.686 loss_bbox_enc: 0.392 loss_giou_enc: 0.732 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:16:31] d2.utils.events INFO: eta: 2 days, 12:42:44 iter: 8559 total_loss: 42.156 loss_ce: 0.730 loss_ctrl_points: 4.237 loss_texts: 1.665 loss_ce_0: 0.734 loss_ctrl_points_0: 4.237 loss_texts_0: 1.649 loss_ce_1: 0.747 loss_ctrl_points_1: 3.976 loss_texts_1: 1.679 loss_ce_2: 0.752 loss_ctrl_points_2: 3.942 loss_texts_2: 1.624 loss_ce_3: 0.727 loss_ctrl_points_3: 4.121 loss_texts_3: 1.614 loss_ce_4: 0.747 loss_ctrl_points_4: 4.211 loss_texts_4: 1.663 loss_ce_enc: 1.648 loss_bbox_enc: 0.388 loss_giou_enc: 0.807 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:16:42] d2.utils.events INFO: eta: 2 days, 12:33:16 iter: 8579 total_loss: 42.388 loss_ce: 0.694 loss_ctrl_points: 4.194 loss_texts: 1.652 loss_ce_0: 0.707 loss_ctrl_points_0: 4.468 loss_texts_0: 1.633 loss_ce_1: 0.691 loss_ctrl_points_1: 4.157 loss_texts_1: 1.674 loss_ce_2: 0.714 loss_ctrl_points_2: 4.232 loss_texts_2: 1.660 loss_ce_3: 0.678 loss_ctrl_points_3: 4.412 loss_texts_3: 1.633 loss_ce_4: 0.669 loss_ctrl_points_4: 4.567 loss_texts_4: 1.630 loss_ce_enc: 1.602 loss_bbox_enc: 0.379 loss_giou_enc: 0.850 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:16:52] d2.utils.events INFO: eta: 2 days, 12:27:43 iter: 8599 total_loss: 49.434 loss_ce: 0.740 loss_ctrl_points: 5.063 loss_texts: 1.630 loss_ce_0: 0.756 loss_ctrl_points_0: 5.490 loss_texts_0: 1.590 loss_ce_1: 0.747 loss_ctrl_points_1: 5.614 loss_texts_1: 1.659 loss_ce_2: 0.731 loss_ctrl_points_2: 4.519 loss_texts_2: 1.618 loss_ce_3: 0.744 loss_ctrl_points_3: 5.027 loss_texts_3: 1.627 loss_ce_4: 0.734 loss_ctrl_points_4: 4.928 loss_texts_4: 1.675 loss_ce_enc: 1.669 loss_bbox_enc: 0.400 loss_giou_enc: 0.810 time: 0.5183 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:17:03] d2.utils.events INFO: eta: 2 days, 12:36:46 iter: 8619 total_loss: 45.428 loss_ce: 0.695 loss_ctrl_points: 4.718 loss_texts: 1.682 loss_ce_0: 0.695 loss_ctrl_points_0: 4.787 loss_texts_0: 1.698 loss_ce_1: 0.680 loss_ctrl_points_1: 4.939 loss_texts_1: 1.646 loss_ce_2: 0.688 loss_ctrl_points_2: 4.857 loss_texts_2: 1.657 loss_ce_3: 0.685 loss_ctrl_points_3: 4.883 loss_texts_3: 1.638 loss_ce_4: 0.679 loss_ctrl_points_4: 5.582 loss_texts_4: 1.698 loss_ce_enc: 1.642 loss_bbox_enc: 0.460 loss_giou_enc: 0.805 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:17:13] d2.utils.events INFO: eta: 2 days, 12:46:48 iter: 8639 total_loss: 43.932 loss_ce: 0.787 loss_ctrl_points: 4.665 loss_texts: 1.716 loss_ce_0: 0.820 loss_ctrl_points_0: 4.275 loss_texts_0: 1.725 loss_ce_1: 0.802 loss_ctrl_points_1: 4.790 loss_texts_1: 1.810 loss_ce_2: 0.791 loss_ctrl_points_2: 4.973 loss_texts_2: 1.740 loss_ce_3: 0.776 loss_ctrl_points_3: 4.537 loss_texts_3: 1.695 loss_ce_4: 0.765 loss_ctrl_points_4: 4.348 loss_texts_4: 1.798 loss_ce_enc: 1.720 loss_bbox_enc: 0.442 loss_giou_enc: 0.767 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:17:24] d2.utils.events INFO: eta: 2 days, 12:50:38 iter: 8659 total_loss: 45.217 loss_ce: 0.682 loss_ctrl_points: 4.860 loss_texts: 1.753 loss_ce_0: 0.698 loss_ctrl_points_0: 4.474 loss_texts_0: 1.689 loss_ce_1: 0.703 loss_ctrl_points_1: 4.213 loss_texts_1: 1.637 loss_ce_2: 0.694 loss_ctrl_points_2: 4.473 loss_texts_2: 1.688 loss_ce_3: 0.703 loss_ctrl_points_3: 4.729 loss_texts_3: 1.698 loss_ce_4: 0.711 loss_ctrl_points_4: 4.534 loss_texts_4: 1.662 loss_ce_enc: 1.678 loss_bbox_enc: 0.353 loss_giou_enc: 0.720 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:17:33] d2.utils.events INFO: eta: 2 days, 12:41:43 iter: 8679 total_loss: 45.455 loss_ce: 0.717 loss_ctrl_points: 4.457 loss_texts: 1.640 loss_ce_0: 0.723 loss_ctrl_points_0: 4.826 loss_texts_0: 1.561 loss_ce_1: 0.722 loss_ctrl_points_1: 4.791 loss_texts_1: 1.620 loss_ce_2: 0.719 loss_ctrl_points_2: 4.822 loss_texts_2: 1.621 loss_ce_3: 0.754 loss_ctrl_points_3: 5.342 loss_texts_3: 1.610 loss_ce_4: 0.722 loss_ctrl_points_4: 4.317 loss_texts_4: 1.618 loss_ce_enc: 1.650 loss_bbox_enc: 0.377 loss_giou_enc: 0.827 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:17:44] d2.utils.events INFO: eta: 2 days, 12:51:30 iter: 8699 total_loss: 43.243 loss_ce: 0.702 loss_ctrl_points: 4.185 loss_texts: 1.631 loss_ce_0: 0.724 loss_ctrl_points_0: 4.391 loss_texts_0: 1.591 loss_ce_1: 0.703 loss_ctrl_points_1: 4.468 loss_texts_1: 1.600 loss_ce_2: 0.730 loss_ctrl_points_2: 4.470 loss_texts_2: 1.598 loss_ce_3: 0.714 loss_ctrl_points_3: 4.653 loss_texts_3: 1.635 loss_ce_4: 0.701 loss_ctrl_points_4: 4.517 loss_texts_4: 1.637 loss_ce_enc: 1.637 loss_bbox_enc: 0.354 loss_giou_enc: 0.866 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:17:55] d2.utils.events INFO: eta: 2 days, 12:46:29 iter: 8719 total_loss: 42.088 loss_ce: 0.696 loss_ctrl_points: 4.803 loss_texts: 1.692 loss_ce_0: 0.690 loss_ctrl_points_0: 4.306 loss_texts_0: 1.662 loss_ce_1: 0.705 loss_ctrl_points_1: 4.114 loss_texts_1: 1.668 loss_ce_2: 0.704 loss_ctrl_points_2: 4.255 loss_texts_2: 1.656 loss_ce_3: 0.701 loss_ctrl_points_3: 4.748 loss_texts_3: 1.666 loss_ce_4: 0.711 loss_ctrl_points_4: 4.171 loss_texts_4: 1.641 loss_ce_enc: 1.598 loss_bbox_enc: 0.386 loss_giou_enc: 0.831 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:18:04] d2.utils.events INFO: eta: 2 days, 12:46:19 iter: 8739 total_loss: 42.205 loss_ce: 0.704 loss_ctrl_points: 4.152 loss_texts: 1.640 loss_ce_0: 0.738 loss_ctrl_points_0: 3.990 loss_texts_0: 1.655 loss_ce_1: 0.701 loss_ctrl_points_1: 3.993 loss_texts_1: 1.570 loss_ce_2: 0.721 loss_ctrl_points_2: 4.151 loss_texts_2: 1.536 loss_ce_3: 0.709 loss_ctrl_points_3: 4.167 loss_texts_3: 1.555 loss_ce_4: 0.726 loss_ctrl_points_4: 4.172 loss_texts_4: 1.612 loss_ce_enc: 1.623 loss_bbox_enc: 0.367 loss_giou_enc: 0.833 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:18:15] d2.utils.events INFO: eta: 2 days, 12:49:47 iter: 8759 total_loss: 44.006 loss_ce: 0.747 loss_ctrl_points: 4.779 loss_texts: 1.703 loss_ce_0: 0.767 loss_ctrl_points_0: 4.414 loss_texts_0: 1.700 loss_ce_1: 0.730 loss_ctrl_points_1: 3.945 loss_texts_1: 1.662 loss_ce_2: 0.750 loss_ctrl_points_2: 3.951 loss_texts_2: 1.621 loss_ce_3: 0.751 loss_ctrl_points_3: 4.276 loss_texts_3: 1.688 loss_ce_4: 0.735 loss_ctrl_points_4: 4.621 loss_texts_4: 1.671 loss_ce_enc: 1.727 loss_bbox_enc: 0.375 loss_giou_enc: 0.842 time: 0.5182 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:18:26] d2.utils.events INFO: eta: 2 days, 12:54:15 iter: 8779 total_loss: 53.011 loss_ce: 0.693 loss_ctrl_points: 5.926 loss_texts: 1.743 loss_ce_0: 0.691 loss_ctrl_points_0: 6.200 loss_texts_0: 1.704 loss_ce_1: 0.684 loss_ctrl_points_1: 5.367 loss_texts_1: 1.691 loss_ce_2: 0.693 loss_ctrl_points_2: 5.335 loss_texts_2: 1.693 loss_ce_3: 0.704 loss_ctrl_points_3: 6.222 loss_texts_3: 1.704 loss_ce_4: 0.689 loss_ctrl_points_4: 5.040 loss_texts_4: 1.692 loss_ce_enc: 1.657 loss_bbox_enc: 0.392 loss_giou_enc: 0.868 time: 0.5182 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:18:36] d2.utils.events INFO: eta: 2 days, 12:56:34 iter: 8799 total_loss: 47.707 loss_ce: 0.698 loss_ctrl_points: 4.663 loss_texts: 1.686 loss_ce_0: 0.709 loss_ctrl_points_0: 4.375 loss_texts_0: 1.723 loss_ce_1: 0.723 loss_ctrl_points_1: 4.282 loss_texts_1: 1.634 loss_ce_2: 0.698 loss_ctrl_points_2: 4.733 loss_texts_2: 1.639 loss_ce_3: 0.710 loss_ctrl_points_3: 4.367 loss_texts_3: 1.639 loss_ce_4: 0.696 loss_ctrl_points_4: 5.073 loss_texts_4: 1.701 loss_ce_enc: 1.623 loss_bbox_enc: 0.441 loss_giou_enc: 0.747 time: 0.5182 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:18:46] d2.utils.events INFO: eta: 2 days, 12:52:34 iter: 8819 total_loss: 43.725 loss_ce: 0.721 loss_ctrl_points: 4.584 loss_texts: 1.576 loss_ce_0: 0.713 loss_ctrl_points_0: 4.406 loss_texts_0: 1.710 loss_ce_1: 0.758 loss_ctrl_points_1: 4.622 loss_texts_1: 1.567 loss_ce_2: 0.722 loss_ctrl_points_2: 4.628 loss_texts_2: 1.549 loss_ce_3: 0.716 loss_ctrl_points_3: 4.175 loss_texts_3: 1.570 loss_ce_4: 0.718 loss_ctrl_points_4: 4.676 loss_texts_4: 1.572 loss_ce_enc: 1.590 loss_bbox_enc: 0.410 loss_giou_enc: 0.742 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:18:58] d2.utils.events INFO: eta: 2 days, 12:52:24 iter: 8839 total_loss: 43.998 loss_ce: 0.704 loss_ctrl_points: 4.767 loss_texts: 1.674 loss_ce_0: 0.713 loss_ctrl_points_0: 4.302 loss_texts_0: 1.719 loss_ce_1: 0.706 loss_ctrl_points_1: 3.893 loss_texts_1: 1.674 loss_ce_2: 0.706 loss_ctrl_points_2: 4.133 loss_texts_2: 1.657 loss_ce_3: 0.695 loss_ctrl_points_3: 3.908 loss_texts_3: 1.697 loss_ce_4: 0.709 loss_ctrl_points_4: 4.356 loss_texts_4: 1.640 loss_ce_enc: 1.632 loss_bbox_enc: 0.355 loss_giou_enc: 0.822 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:19:08] d2.utils.events INFO: eta: 2 days, 12:48:08 iter: 8859 total_loss: 52.339 loss_ce: 0.667 loss_ctrl_points: 6.280 loss_texts: 1.656 loss_ce_0: 0.692 loss_ctrl_points_0: 5.715 loss_texts_0: 1.647 loss_ce_1: 0.692 loss_ctrl_points_1: 5.963 loss_texts_1: 1.571 loss_ce_2: 0.662 loss_ctrl_points_2: 6.392 loss_texts_2: 1.635 loss_ce_3: 0.704 loss_ctrl_points_3: 5.458 loss_texts_3: 1.587 loss_ce_4: 0.711 loss_ctrl_points_4: 5.282 loss_texts_4: 1.601 loss_ce_enc: 1.670 loss_bbox_enc: 0.493 loss_giou_enc: 0.762 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:19:18] d2.utils.events INFO: eta: 2 days, 12:49:46 iter: 8879 total_loss: 46.344 loss_ce: 0.765 loss_ctrl_points: 4.766 loss_texts: 1.688 loss_ce_0: 0.763 loss_ctrl_points_0: 4.534 loss_texts_0: 1.735 loss_ce_1: 0.733 loss_ctrl_points_1: 4.369 loss_texts_1: 1.693 loss_ce_2: 0.749 loss_ctrl_points_2: 4.830 loss_texts_2: 1.714 loss_ce_3: 0.755 loss_ctrl_points_3: 4.526 loss_texts_3: 1.696 loss_ce_4: 0.750 loss_ctrl_points_4: 4.475 loss_texts_4: 1.680 loss_ce_enc: 1.756 loss_bbox_enc: 0.435 loss_giou_enc: 0.806 time: 0.5183 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:19:29] d2.utils.events INFO: eta: 2 days, 12:43:01 iter: 8899 total_loss: 40.886 loss_ce: 0.709 loss_ctrl_points: 3.945 loss_texts: 1.678 loss_ce_0: 0.714 loss_ctrl_points_0: 4.074 loss_texts_0: 1.674 loss_ce_1: 0.701 loss_ctrl_points_1: 4.074 loss_texts_1: 1.704 loss_ce_2: 0.704 loss_ctrl_points_2: 3.958 loss_texts_2: 1.615 loss_ce_3: 0.707 loss_ctrl_points_3: 4.384 loss_texts_3: 1.683 loss_ce_4: 0.698 loss_ctrl_points_4: 3.880 loss_texts_4: 1.727 loss_ce_enc: 1.609 loss_bbox_enc: 0.376 loss_giou_enc: 0.859 time: 0.5183 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:19:39] d2.utils.events INFO: eta: 2 days, 12:38:22 iter: 8919 total_loss: 42.161 loss_ce: 0.741 loss_ctrl_points: 4.529 loss_texts: 1.610 loss_ce_0: 0.749 loss_ctrl_points_0: 4.409 loss_texts_0: 1.614 loss_ce_1: 0.762 loss_ctrl_points_1: 3.934 loss_texts_1: 1.578 loss_ce_2: 0.730 loss_ctrl_points_2: 4.291 loss_texts_2: 1.659 loss_ce_3: 0.724 loss_ctrl_points_3: 4.130 loss_texts_3: 1.658 loss_ce_4: 0.729 loss_ctrl_points_4: 4.042 loss_texts_4: 1.615 loss_ce_enc: 1.655 loss_bbox_enc: 0.416 loss_giou_enc: 0.803 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:19:50] d2.utils.events INFO: eta: 2 days, 12:44:16 iter: 8939 total_loss: 46.755 loss_ce: 0.721 loss_ctrl_points: 4.825 loss_texts: 1.629 loss_ce_0: 0.718 loss_ctrl_points_0: 4.686 loss_texts_0: 1.635 loss_ce_1: 0.734 loss_ctrl_points_1: 4.543 loss_texts_1: 1.647 loss_ce_2: 0.724 loss_ctrl_points_2: 4.764 loss_texts_2: 1.603 loss_ce_3: 0.730 loss_ctrl_points_3: 4.960 loss_texts_3: 1.632 loss_ce_4: 0.721 loss_ctrl_points_4: 4.467 loss_texts_4: 1.680 loss_ce_enc: 1.613 loss_bbox_enc: 0.423 loss_giou_enc: 0.812 time: 0.5183 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:20:00] d2.utils.events INFO: eta: 2 days, 12:31:03 iter: 8959 total_loss: 47.233 loss_ce: 0.712 loss_ctrl_points: 5.191 loss_texts: 1.739 loss_ce_0: 0.701 loss_ctrl_points_0: 4.621 loss_texts_0: 1.744 loss_ce_1: 0.725 loss_ctrl_points_1: 4.511 loss_texts_1: 1.708 loss_ce_2: 0.729 loss_ctrl_points_2: 4.981 loss_texts_2: 1.690 loss_ce_3: 0.732 loss_ctrl_points_3: 5.369 loss_texts_3: 1.687 loss_ce_4: 0.697 loss_ctrl_points_4: 4.732 loss_texts_4: 1.635 loss_ce_enc: 1.654 loss_bbox_enc: 0.404 loss_giou_enc: 0.841 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:20:11] d2.utils.events INFO: eta: 2 days, 12:26:51 iter: 8979 total_loss: 43.640 loss_ce: 0.736 loss_ctrl_points: 4.716 loss_texts: 1.714 loss_ce_0: 0.749 loss_ctrl_points_0: 4.584 loss_texts_0: 1.743 loss_ce_1: 0.752 loss_ctrl_points_1: 4.526 loss_texts_1: 1.742 loss_ce_2: 0.715 loss_ctrl_points_2: 4.108 loss_texts_2: 1.706 loss_ce_3: 0.722 loss_ctrl_points_3: 4.548 loss_texts_3: 1.725 loss_ce_4: 0.732 loss_ctrl_points_4: 4.476 loss_texts_4: 1.742 loss_ce_enc: 1.602 loss_bbox_enc: 0.411 loss_giou_enc: 0.811 time: 0.5182 data_time: 0.0044 lr: 0.000200 max_mem: 6231M [08/02 12:20:21] d2.utils.events INFO: eta: 2 days, 12:26:41 iter: 8999 total_loss: 47.943 loss_ce: 0.717 loss_ctrl_points: 5.174 loss_texts: 1.759 loss_ce_0: 0.705 loss_ctrl_points_0: 5.368 loss_texts_0: 1.771 loss_ce_1: 0.714 loss_ctrl_points_1: 4.570 loss_texts_1: 1.724 loss_ce_2: 0.706 loss_ctrl_points_2: 4.362 loss_texts_2: 1.660 loss_ce_3: 0.696 loss_ctrl_points_3: 4.749 loss_texts_3: 1.682 loss_ce_4: 0.680 loss_ctrl_points_4: 4.795 loss_texts_4: 1.695 loss_ce_enc: 1.642 loss_bbox_enc: 0.447 loss_giou_enc: 0.837 time: 0.5182 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:20:31] d2.utils.events INFO: eta: 2 days, 12:43:36 iter: 9019 total_loss: 48.042 loss_ce: 0.749 loss_ctrl_points: 5.600 loss_texts: 1.670 loss_ce_0: 0.735 loss_ctrl_points_0: 4.695 loss_texts_0: 1.567 loss_ce_1: 0.759 loss_ctrl_points_1: 4.233 loss_texts_1: 1.627 loss_ce_2: 0.765 loss_ctrl_points_2: 4.589 loss_texts_2: 1.661 loss_ce_3: 0.770 loss_ctrl_points_3: 4.787 loss_texts_3: 1.626 loss_ce_4: 0.738 loss_ctrl_points_4: 4.908 loss_texts_4: 1.659 loss_ce_enc: 1.659 loss_bbox_enc: 0.413 loss_giou_enc: 0.876 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:20:41] d2.utils.events INFO: eta: 2 days, 12:32:45 iter: 9039 total_loss: 52.050 loss_ce: 0.728 loss_ctrl_points: 5.017 loss_texts: 1.601 loss_ce_0: 0.725 loss_ctrl_points_0: 5.340 loss_texts_0: 1.635 loss_ce_1: 0.724 loss_ctrl_points_1: 5.831 loss_texts_1: 1.686 loss_ce_2: 0.706 loss_ctrl_points_2: 6.007 loss_texts_2: 1.638 loss_ce_3: 0.721 loss_ctrl_points_3: 5.803 loss_texts_3: 1.621 loss_ce_4: 0.718 loss_ctrl_points_4: 5.520 loss_texts_4: 1.640 loss_ce_enc: 1.647 loss_bbox_enc: 0.414 loss_giou_enc: 0.763 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:20:51] d2.utils.events INFO: eta: 2 days, 12:16:33 iter: 9059 total_loss: 49.949 loss_ce: 0.713 loss_ctrl_points: 5.581 loss_texts: 1.731 loss_ce_0: 0.766 loss_ctrl_points_0: 5.862 loss_texts_0: 1.723 loss_ce_1: 0.762 loss_ctrl_points_1: 5.067 loss_texts_1: 1.688 loss_ce_2: 0.731 loss_ctrl_points_2: 5.375 loss_texts_2: 1.734 loss_ce_3: 0.772 loss_ctrl_points_3: 6.040 loss_texts_3: 1.770 loss_ce_4: 0.714 loss_ctrl_points_4: 5.284 loss_texts_4: 1.717 loss_ce_enc: 1.623 loss_bbox_enc: 0.389 loss_giou_enc: 0.778 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:21:01] d2.utils.events INFO: eta: 2 days, 12:21:25 iter: 9079 total_loss: 52.048 loss_ce: 0.714 loss_ctrl_points: 5.832 loss_texts: 1.778 loss_ce_0: 0.754 loss_ctrl_points_0: 5.294 loss_texts_0: 1.742 loss_ce_1: 0.753 loss_ctrl_points_1: 4.774 loss_texts_1: 1.696 loss_ce_2: 0.742 loss_ctrl_points_2: 5.178 loss_texts_2: 1.698 loss_ce_3: 0.736 loss_ctrl_points_3: 5.490 loss_texts_3: 1.789 loss_ce_4: 0.718 loss_ctrl_points_4: 5.346 loss_texts_4: 1.758 loss_ce_enc: 1.669 loss_bbox_enc: 0.412 loss_giou_enc: 0.847 time: 0.5181 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:21:12] d2.utils.events INFO: eta: 2 days, 12:16:13 iter: 9099 total_loss: 43.432 loss_ce: 0.678 loss_ctrl_points: 4.503 loss_texts: 1.717 loss_ce_0: 0.683 loss_ctrl_points_0: 4.229 loss_texts_0: 1.711 loss_ce_1: 0.716 loss_ctrl_points_1: 4.493 loss_texts_1: 1.683 loss_ce_2: 0.692 loss_ctrl_points_2: 3.981 loss_texts_2: 1.703 loss_ce_3: 0.677 loss_ctrl_points_3: 4.383 loss_texts_3: 1.658 loss_ce_4: 0.683 loss_ctrl_points_4: 4.143 loss_texts_4: 1.703 loss_ce_enc: 1.645 loss_bbox_enc: 0.400 loss_giou_enc: 0.853 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:21:22] d2.utils.events INFO: eta: 2 days, 12:10:18 iter: 9119 total_loss: 47.225 loss_ce: 0.718 loss_ctrl_points: 4.552 loss_texts: 1.693 loss_ce_0: 0.772 loss_ctrl_points_0: 4.093 loss_texts_0: 1.624 loss_ce_1: 0.732 loss_ctrl_points_1: 4.644 loss_texts_1: 1.635 loss_ce_2: 0.750 loss_ctrl_points_2: 5.008 loss_texts_2: 1.739 loss_ce_3: 0.746 loss_ctrl_points_3: 4.317 loss_texts_3: 1.700 loss_ce_4: 0.740 loss_ctrl_points_4: 4.860 loss_texts_4: 1.708 loss_ce_enc: 1.619 loss_bbox_enc: 0.425 loss_giou_enc: 0.829 time: 0.5180 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:21:32] d2.utils.events INFO: eta: 2 days, 12:07:48 iter: 9139 total_loss: 43.903 loss_ce: 0.690 loss_ctrl_points: 4.802 loss_texts: 1.663 loss_ce_0: 0.679 loss_ctrl_points_0: 4.670 loss_texts_0: 1.659 loss_ce_1: 0.703 loss_ctrl_points_1: 4.979 loss_texts_1: 1.625 loss_ce_2: 0.690 loss_ctrl_points_2: 4.607 loss_texts_2: 1.650 loss_ce_3: 0.704 loss_ctrl_points_3: 4.521 loss_texts_3: 1.657 loss_ce_4: 0.690 loss_ctrl_points_4: 4.369 loss_texts_4: 1.614 loss_ce_enc: 1.520 loss_bbox_enc: 0.492 loss_giou_enc: 0.881 time: 0.5180 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:21:43] d2.utils.events INFO: eta: 2 days, 12:13:41 iter: 9159 total_loss: 50.164 loss_ce: 0.779 loss_ctrl_points: 5.230 loss_texts: 1.755 loss_ce_0: 0.747 loss_ctrl_points_0: 5.174 loss_texts_0: 1.783 loss_ce_1: 0.765 loss_ctrl_points_1: 5.321 loss_texts_1: 1.739 loss_ce_2: 0.764 loss_ctrl_points_2: 5.270 loss_texts_2: 1.719 loss_ce_3: 0.772 loss_ctrl_points_3: 5.312 loss_texts_3: 1.688 loss_ce_4: 0.762 loss_ctrl_points_4: 5.220 loss_texts_4: 1.739 loss_ce_enc: 1.698 loss_bbox_enc: 0.460 loss_giou_enc: 0.914 time: 0.5181 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:21:54] d2.utils.events INFO: eta: 2 days, 12:25:10 iter: 9179 total_loss: 47.059 loss_ce: 0.722 loss_ctrl_points: 5.021 loss_texts: 1.637 loss_ce_0: 0.758 loss_ctrl_points_0: 5.136 loss_texts_0: 1.749 loss_ce_1: 0.716 loss_ctrl_points_1: 4.926 loss_texts_1: 1.757 loss_ce_2: 0.741 loss_ctrl_points_2: 4.696 loss_texts_2: 1.633 loss_ce_3: 0.749 loss_ctrl_points_3: 4.923 loss_texts_3: 1.599 loss_ce_4: 0.741 loss_ctrl_points_4: 5.450 loss_texts_4: 1.678 loss_ce_enc: 1.651 loss_bbox_enc: 0.379 loss_giou_enc: 0.798 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:22:04] d2.utils.events INFO: eta: 2 days, 12:25:00 iter: 9199 total_loss: 46.707 loss_ce: 0.704 loss_ctrl_points: 4.968 loss_texts: 1.760 loss_ce_0: 0.721 loss_ctrl_points_0: 4.644 loss_texts_0: 1.706 loss_ce_1: 0.707 loss_ctrl_points_1: 4.770 loss_texts_1: 1.745 loss_ce_2: 0.700 loss_ctrl_points_2: 4.676 loss_texts_2: 1.684 loss_ce_3: 0.687 loss_ctrl_points_3: 4.279 loss_texts_3: 1.725 loss_ce_4: 0.715 loss_ctrl_points_4: 4.867 loss_texts_4: 1.774 loss_ce_enc: 1.602 loss_bbox_enc: 0.366 loss_giou_enc: 0.748 time: 0.5181 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 12:22:15] d2.utils.events INFO: eta: 2 days, 12:13:11 iter: 9219 total_loss: 41.064 loss_ce: 0.705 loss_ctrl_points: 3.920 loss_texts: 1.699 loss_ce_0: 0.725 loss_ctrl_points_0: 3.634 loss_texts_0: 1.657 loss_ce_1: 0.722 loss_ctrl_points_1: 4.192 loss_texts_1: 1.719 loss_ce_2: 0.706 loss_ctrl_points_2: 4.431 loss_texts_2: 1.753 loss_ce_3: 0.699 loss_ctrl_points_3: 3.536 loss_texts_3: 1.651 loss_ce_4: 0.720 loss_ctrl_points_4: 4.259 loss_texts_4: 1.672 loss_ce_enc: 1.683 loss_bbox_enc: 0.358 loss_giou_enc: 0.793 time: 0.5181 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:22:26] d2.utils.events INFO: eta: 2 days, 12:13:01 iter: 9239 total_loss: 53.630 loss_ce: 0.723 loss_ctrl_points: 5.512 loss_texts: 1.712 loss_ce_0: 0.694 loss_ctrl_points_0: 6.238 loss_texts_0: 1.765 loss_ce_1: 0.709 loss_ctrl_points_1: 6.630 loss_texts_1: 1.739 loss_ce_2: 0.710 loss_ctrl_points_2: 6.576 loss_texts_2: 1.749 loss_ce_3: 0.696 loss_ctrl_points_3: 5.674 loss_texts_3: 1.717 loss_ce_4: 0.718 loss_ctrl_points_4: 5.711 loss_texts_4: 1.687 loss_ce_enc: 1.644 loss_bbox_enc: 0.398 loss_giou_enc: 0.782 time: 0.5182 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:22:36] d2.utils.events INFO: eta: 2 days, 12:14:52 iter: 9259 total_loss: 52.160 loss_ce: 0.726 loss_ctrl_points: 5.085 loss_texts: 1.716 loss_ce_0: 0.714 loss_ctrl_points_0: 6.309 loss_texts_0: 1.705 loss_ce_1: 0.714 loss_ctrl_points_1: 5.907 loss_texts_1: 1.761 loss_ce_2: 0.728 loss_ctrl_points_2: 5.782 loss_texts_2: 1.673 loss_ce_3: 0.730 loss_ctrl_points_3: 5.435 loss_texts_3: 1.678 loss_ce_4: 0.715 loss_ctrl_points_4: 5.290 loss_texts_4: 1.677 loss_ce_enc: 1.717 loss_bbox_enc: 0.454 loss_giou_enc: 0.885 time: 0.5182 data_time: 0.0030 lr: 0.000200 max_mem: 6231M [08/02 12:22:46] d2.utils.events INFO: eta: 2 days, 12:28:59 iter: 9279 total_loss: 51.987 loss_ce: 0.728 loss_ctrl_points: 5.612 loss_texts: 1.663 loss_ce_0: 0.754 loss_ctrl_points_0: 5.545 loss_texts_0: 1.683 loss_ce_1: 0.756 loss_ctrl_points_1: 4.996 loss_texts_1: 1.748 loss_ce_2: 0.727 loss_ctrl_points_2: 5.840 loss_texts_2: 1.695 loss_ce_3: 0.724 loss_ctrl_points_3: 5.661 loss_texts_3: 1.762 loss_ce_4: 0.736 loss_ctrl_points_4: 5.552 loss_texts_4: 1.699 loss_ce_enc: 1.642 loss_bbox_enc: 0.625 loss_giou_enc: 0.837 time: 0.5181 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:22:58] d2.utils.events INFO: eta: 2 days, 12:37:32 iter: 9299 total_loss: 47.734 loss_ce: 0.706 loss_ctrl_points: 5.420 loss_texts: 1.677 loss_ce_0: 0.726 loss_ctrl_points_0: 5.012 loss_texts_0: 1.620 loss_ce_1: 0.712 loss_ctrl_points_1: 4.900 loss_texts_1: 1.653 loss_ce_2: 0.722 loss_ctrl_points_2: 5.203 loss_texts_2: 1.606 loss_ce_3: 0.713 loss_ctrl_points_3: 4.903 loss_texts_3: 1.616 loss_ce_4: 0.738 loss_ctrl_points_4: 4.815 loss_texts_4: 1.615 loss_ce_enc: 1.673 loss_bbox_enc: 0.413 loss_giou_enc: 0.831 time: 0.5182 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:23:08] d2.utils.events INFO: eta: 2 days, 12:41:25 iter: 9319 total_loss: 50.336 loss_ce: 0.719 loss_ctrl_points: 5.668 loss_texts: 1.749 loss_ce_0: 0.745 loss_ctrl_points_0: 5.932 loss_texts_0: 1.750 loss_ce_1: 0.737 loss_ctrl_points_1: 4.883 loss_texts_1: 1.712 loss_ce_2: 0.760 loss_ctrl_points_2: 5.172 loss_texts_2: 1.715 loss_ce_3: 0.714 loss_ctrl_points_3: 5.704 loss_texts_3: 1.701 loss_ce_4: 0.690 loss_ctrl_points_4: 5.436 loss_texts_4: 1.722 loss_ce_enc: 1.549 loss_bbox_enc: 0.444 loss_giou_enc: 0.880 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:23:20] d2.utils.events INFO: eta: 2 days, 12:43:47 iter: 9339 total_loss: 46.014 loss_ce: 0.712 loss_ctrl_points: 4.997 loss_texts: 1.655 loss_ce_0: 0.746 loss_ctrl_points_0: 4.804 loss_texts_0: 1.752 loss_ce_1: 0.725 loss_ctrl_points_1: 4.923 loss_texts_1: 1.666 loss_ce_2: 0.734 loss_ctrl_points_2: 4.047 loss_texts_2: 1.661 loss_ce_3: 0.702 loss_ctrl_points_3: 4.751 loss_texts_3: 1.608 loss_ce_4: 0.728 loss_ctrl_points_4: 5.100 loss_texts_4: 1.719 loss_ce_enc: 1.604 loss_bbox_enc: 0.544 loss_giou_enc: 0.927 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:23:31] d2.utils.events INFO: eta: 2 days, 12:51:16 iter: 9359 total_loss: 44.419 loss_ce: 0.730 loss_ctrl_points: 4.268 loss_texts: 1.660 loss_ce_0: 0.743 loss_ctrl_points_0: 4.691 loss_texts_0: 1.704 loss_ce_1: 0.750 loss_ctrl_points_1: 4.748 loss_texts_1: 1.663 loss_ce_2: 0.733 loss_ctrl_points_2: 4.292 loss_texts_2: 1.696 loss_ce_3: 0.749 loss_ctrl_points_3: 4.295 loss_texts_3: 1.655 loss_ce_4: 0.716 loss_ctrl_points_4: 4.948 loss_texts_4: 1.728 loss_ce_enc: 1.651 loss_bbox_enc: 0.441 loss_giou_enc: 0.775 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:23:42] d2.utils.events INFO: eta: 2 days, 12:47:04 iter: 9379 total_loss: 47.184 loss_ce: 0.713 loss_ctrl_points: 4.711 loss_texts: 1.740 loss_ce_0: 0.721 loss_ctrl_points_0: 4.892 loss_texts_0: 1.702 loss_ce_1: 0.721 loss_ctrl_points_1: 4.574 loss_texts_1: 1.750 loss_ce_2: 0.698 loss_ctrl_points_2: 5.100 loss_texts_2: 1.706 loss_ce_3: 0.706 loss_ctrl_points_3: 5.319 loss_texts_3: 1.691 loss_ce_4: 0.692 loss_ctrl_points_4: 5.184 loss_texts_4: 1.668 loss_ce_enc: 1.679 loss_bbox_enc: 0.439 loss_giou_enc: 0.841 time: 0.5184 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:23:52] d2.utils.events INFO: eta: 2 days, 12:55:04 iter: 9399 total_loss: 45.585 loss_ce: 0.756 loss_ctrl_points: 4.959 loss_texts: 1.528 loss_ce_0: 0.778 loss_ctrl_points_0: 4.888 loss_texts_0: 1.507 loss_ce_1: 0.762 loss_ctrl_points_1: 4.420 loss_texts_1: 1.550 loss_ce_2: 0.753 loss_ctrl_points_2: 4.739 loss_texts_2: 1.586 loss_ce_3: 0.777 loss_ctrl_points_3: 4.808 loss_texts_3: 1.510 loss_ce_4: 0.761 loss_ctrl_points_4: 4.447 loss_texts_4: 1.575 loss_ce_enc: 1.705 loss_bbox_enc: 0.431 loss_giou_enc: 0.763 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:24:01] d2.utils.events INFO: eta: 2 days, 12:46:44 iter: 9419 total_loss: 55.607 loss_ce: 0.692 loss_ctrl_points: 6.700 loss_texts: 1.691 loss_ce_0: 0.675 loss_ctrl_points_0: 6.704 loss_texts_0: 1.690 loss_ce_1: 0.697 loss_ctrl_points_1: 6.388 loss_texts_1: 1.695 loss_ce_2: 0.701 loss_ctrl_points_2: 6.441 loss_texts_2: 1.642 loss_ce_3: 0.694 loss_ctrl_points_3: 6.011 loss_texts_3: 1.651 loss_ce_4: 0.686 loss_ctrl_points_4: 6.021 loss_texts_4: 1.665 loss_ce_enc: 1.517 loss_bbox_enc: 0.481 loss_giou_enc: 0.965 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:24:12] d2.utils.events INFO: eta: 2 days, 12:54:44 iter: 9439 total_loss: 55.781 loss_ce: 0.698 loss_ctrl_points: 6.600 loss_texts: 1.762 loss_ce_0: 0.709 loss_ctrl_points_0: 5.891 loss_texts_0: 1.790 loss_ce_1: 0.697 loss_ctrl_points_1: 6.001 loss_texts_1: 1.752 loss_ce_2: 0.725 loss_ctrl_points_2: 6.328 loss_texts_2: 1.805 loss_ce_3: 0.746 loss_ctrl_points_3: 6.113 loss_texts_3: 1.778 loss_ce_4: 0.717 loss_ctrl_points_4: 6.094 loss_texts_4: 1.672 loss_ce_enc: 1.614 loss_bbox_enc: 0.515 loss_giou_enc: 0.877 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:24:22] d2.utils.events INFO: eta: 2 days, 13:06:15 iter: 9459 total_loss: 52.913 loss_ce: 0.684 loss_ctrl_points: 5.648 loss_texts: 1.658 loss_ce_0: 0.727 loss_ctrl_points_0: 6.180 loss_texts_0: 1.712 loss_ce_1: 0.725 loss_ctrl_points_1: 6.476 loss_texts_1: 1.692 loss_ce_2: 0.697 loss_ctrl_points_2: 6.208 loss_texts_2: 1.715 loss_ce_3: 0.690 loss_ctrl_points_3: 6.600 loss_texts_3: 1.681 loss_ce_4: 0.685 loss_ctrl_points_4: 5.333 loss_texts_4: 1.688 loss_ce_enc: 1.641 loss_bbox_enc: 0.509 loss_giou_enc: 0.895 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:24:32] d2.utils.events INFO: eta: 2 days, 12:56:29 iter: 9479 total_loss: 48.537 loss_ce: 0.666 loss_ctrl_points: 4.707 loss_texts: 1.775 loss_ce_0: 0.688 loss_ctrl_points_0: 5.199 loss_texts_0: 1.819 loss_ce_1: 0.664 loss_ctrl_points_1: 5.095 loss_texts_1: 1.752 loss_ce_2: 0.665 loss_ctrl_points_2: 4.884 loss_texts_2: 1.802 loss_ce_3: 0.703 loss_ctrl_points_3: 4.726 loss_texts_3: 1.754 loss_ce_4: 0.685 loss_ctrl_points_4: 5.181 loss_texts_4: 1.816 loss_ce_enc: 1.509 loss_bbox_enc: 0.429 loss_giou_enc: 0.987 time: 0.5183 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:24:43] d2.utils.events INFO: eta: 2 days, 12:58:01 iter: 9499 total_loss: 51.696 loss_ce: 0.804 loss_ctrl_points: 5.489 loss_texts: 1.639 loss_ce_0: 0.817 loss_ctrl_points_0: 5.735 loss_texts_0: 1.724 loss_ce_1: 0.808 loss_ctrl_points_1: 5.773 loss_texts_1: 1.745 loss_ce_2: 0.794 loss_ctrl_points_2: 5.490 loss_texts_2: 1.687 loss_ce_3: 0.789 loss_ctrl_points_3: 5.454 loss_texts_3: 1.705 loss_ce_4: 0.796 loss_ctrl_points_4: 5.275 loss_texts_4: 1.666 loss_ce_enc: 1.726 loss_bbox_enc: 0.540 loss_giou_enc: 0.797 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:24:53] d2.utils.events INFO: eta: 2 days, 13:02:12 iter: 9519 total_loss: 54.184 loss_ce: 0.721 loss_ctrl_points: 6.128 loss_texts: 1.692 loss_ce_0: 0.711 loss_ctrl_points_0: 6.330 loss_texts_0: 1.681 loss_ce_1: 0.756 loss_ctrl_points_1: 6.276 loss_texts_1: 1.715 loss_ce_2: 0.758 loss_ctrl_points_2: 5.886 loss_texts_2: 1.702 loss_ce_3: 0.700 loss_ctrl_points_3: 5.765 loss_texts_3: 1.703 loss_ce_4: 0.725 loss_ctrl_points_4: 6.169 loss_texts_4: 1.745 loss_ce_enc: 1.648 loss_bbox_enc: 0.488 loss_giou_enc: 0.879 time: 0.5183 data_time: 0.0031 lr: 0.000200 max_mem: 6231M [08/02 12:25:05] d2.utils.events INFO: eta: 2 days, 13:02:02 iter: 9539 total_loss: 48.989 loss_ce: 0.733 loss_ctrl_points: 5.191 loss_texts: 1.707 loss_ce_0: 0.716 loss_ctrl_points_0: 5.283 loss_texts_0: 1.722 loss_ce_1: 0.724 loss_ctrl_points_1: 4.906 loss_texts_1: 1.763 loss_ce_2: 0.730 loss_ctrl_points_2: 5.815 loss_texts_2: 1.719 loss_ce_3: 0.736 loss_ctrl_points_3: 4.984 loss_texts_3: 1.678 loss_ce_4: 0.695 loss_ctrl_points_4: 5.468 loss_texts_4: 1.753 loss_ce_enc: 1.614 loss_bbox_enc: 0.384 loss_giou_enc: 0.851 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:25:15] d2.utils.events INFO: eta: 2 days, 13:01:52 iter: 9559 total_loss: 51.400 loss_ce: 0.755 loss_ctrl_points: 5.954 loss_texts: 1.741 loss_ce_0: 0.775 loss_ctrl_points_0: 5.864 loss_texts_0: 1.720 loss_ce_1: 0.773 loss_ctrl_points_1: 5.124 loss_texts_1: 1.731 loss_ce_2: 0.785 loss_ctrl_points_2: 5.346 loss_texts_2: 1.758 loss_ce_3: 0.783 loss_ctrl_points_3: 5.476 loss_texts_3: 1.782 loss_ce_4: 0.788 loss_ctrl_points_4: 5.885 loss_texts_4: 1.732 loss_ce_enc: 1.628 loss_bbox_enc: 0.553 loss_giou_enc: 0.982 time: 0.5183 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:25:26] d2.utils.events INFO: eta: 2 days, 13:08:52 iter: 9579 total_loss: 43.105 loss_ce: 0.735 loss_ctrl_points: 4.235 loss_texts: 1.688 loss_ce_0: 0.745 loss_ctrl_points_0: 4.112 loss_texts_0: 1.655 loss_ce_1: 0.746 loss_ctrl_points_1: 4.260 loss_texts_1: 1.614 loss_ce_2: 0.733 loss_ctrl_points_2: 4.242 loss_texts_2: 1.610 loss_ce_3: 0.733 loss_ctrl_points_3: 4.142 loss_texts_3: 1.620 loss_ce_4: 0.719 loss_ctrl_points_4: 4.013 loss_texts_4: 1.607 loss_ce_enc: 1.630 loss_bbox_enc: 0.481 loss_giou_enc: 0.910 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:25:37] d2.utils.events INFO: eta: 2 days, 13:16:39 iter: 9599 total_loss: 41.816 loss_ce: 0.707 loss_ctrl_points: 4.307 loss_texts: 1.612 loss_ce_0: 0.707 loss_ctrl_points_0: 4.119 loss_texts_0: 1.679 loss_ce_1: 0.726 loss_ctrl_points_1: 3.962 loss_texts_1: 1.639 loss_ce_2: 0.694 loss_ctrl_points_2: 3.929 loss_texts_2: 1.663 loss_ce_3: 0.706 loss_ctrl_points_3: 4.220 loss_texts_3: 1.665 loss_ce_4: 0.693 loss_ctrl_points_4: 4.040 loss_texts_4: 1.638 loss_ce_enc: 1.565 loss_bbox_enc: 0.632 loss_giou_enc: 0.962 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:25:47] d2.utils.events INFO: eta: 2 days, 13:16:29 iter: 9619 total_loss: 42.172 loss_ce: 0.735 loss_ctrl_points: 3.965 loss_texts: 1.774 loss_ce_0: 0.732 loss_ctrl_points_0: 3.956 loss_texts_0: 1.761 loss_ce_1: 0.735 loss_ctrl_points_1: 4.381 loss_texts_1: 1.821 loss_ce_2: 0.732 loss_ctrl_points_2: 4.324 loss_texts_2: 1.782 loss_ce_3: 0.737 loss_ctrl_points_3: 4.044 loss_texts_3: 1.783 loss_ce_4: 0.719 loss_ctrl_points_4: 4.036 loss_texts_4: 1.765 loss_ce_enc: 1.496 loss_bbox_enc: 0.524 loss_giou_enc: 0.983 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:25:58] d2.utils.events INFO: eta: 2 days, 13:18:24 iter: 9639 total_loss: 46.049 loss_ce: 0.669 loss_ctrl_points: 4.647 loss_texts: 1.635 loss_ce_0: 0.656 loss_ctrl_points_0: 4.837 loss_texts_0: 1.681 loss_ce_1: 0.653 loss_ctrl_points_1: 4.780 loss_texts_1: 1.696 loss_ce_2: 0.640 loss_ctrl_points_2: 4.549 loss_texts_2: 1.644 loss_ce_3: 0.664 loss_ctrl_points_3: 4.173 loss_texts_3: 1.647 loss_ce_4: 0.656 loss_ctrl_points_4: 4.466 loss_texts_4: 1.663 loss_ce_enc: 1.590 loss_bbox_enc: 0.400 loss_giou_enc: 0.938 time: 0.5185 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:26:08] d2.utils.events INFO: eta: 2 days, 13:09:20 iter: 9659 total_loss: 50.624 loss_ce: 0.785 loss_ctrl_points: 5.869 loss_texts: 1.718 loss_ce_0: 0.744 loss_ctrl_points_0: 5.106 loss_texts_0: 1.683 loss_ce_1: 0.774 loss_ctrl_points_1: 5.701 loss_texts_1: 1.685 loss_ce_2: 0.761 loss_ctrl_points_2: 5.921 loss_texts_2: 1.685 loss_ce_3: 0.794 loss_ctrl_points_3: 5.291 loss_texts_3: 1.728 loss_ce_4: 0.763 loss_ctrl_points_4: 5.630 loss_texts_4: 1.752 loss_ce_enc: 1.630 loss_bbox_enc: 0.454 loss_giou_enc: 0.811 time: 0.5184 data_time: 0.0029 lr: 0.000200 max_mem: 6231M [08/02 12:26:18] d2.utils.events INFO: eta: 2 days, 13:18:03 iter: 9679 total_loss: 42.361 loss_ce: 0.715 loss_ctrl_points: 4.405 loss_texts: 1.692 loss_ce_0: 0.759 loss_ctrl_points_0: 4.291 loss_texts_0: 1.755 loss_ce_1: 0.742 loss_ctrl_points_1: 4.504 loss_texts_1: 1.695 loss_ce_2: 0.726 loss_ctrl_points_2: 4.331 loss_texts_2: 1.665 loss_ce_3: 0.710 loss_ctrl_points_3: 4.367 loss_texts_3: 1.644 loss_ce_4: 0.727 loss_ctrl_points_4: 4.257 loss_texts_4: 1.741 loss_ce_enc: 1.568 loss_bbox_enc: 0.362 loss_giou_enc: 0.848 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:26:29] d2.utils.events INFO: eta: 2 days, 13:15:48 iter: 9699 total_loss: 43.680 loss_ce: 0.707 loss_ctrl_points: 4.925 loss_texts: 1.707 loss_ce_0: 0.709 loss_ctrl_points_0: 4.461 loss_texts_0: 1.695 loss_ce_1: 0.718 loss_ctrl_points_1: 4.744 loss_texts_1: 1.694 loss_ce_2: 0.714 loss_ctrl_points_2: 4.447 loss_texts_2: 1.690 loss_ce_3: 0.711 loss_ctrl_points_3: 4.465 loss_texts_3: 1.699 loss_ce_4: 0.705 loss_ctrl_points_4: 4.616 loss_texts_4: 1.677 loss_ce_enc: 1.517 loss_bbox_enc: 0.457 loss_giou_enc: 0.907 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:26:39] d2.utils.events INFO: eta: 2 days, 13:16:10 iter: 9719 total_loss: 46.928 loss_ce: 0.738 loss_ctrl_points: 4.854 loss_texts: 1.548 loss_ce_0: 0.778 loss_ctrl_points_0: 4.687 loss_texts_0: 1.626 loss_ce_1: 0.738 loss_ctrl_points_1: 4.557 loss_texts_1: 1.594 loss_ce_2: 0.753 loss_ctrl_points_2: 4.836 loss_texts_2: 1.618 loss_ce_3: 0.758 loss_ctrl_points_3: 4.733 loss_texts_3: 1.598 loss_ce_4: 0.744 loss_ctrl_points_4: 4.820 loss_texts_4: 1.599 loss_ce_enc: 1.637 loss_bbox_enc: 0.480 loss_giou_enc: 0.867 time: 0.5184 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:26:50] d2.utils.events INFO: eta: 2 days, 13:20:00 iter: 9739 total_loss: 45.607 loss_ce: 0.714 loss_ctrl_points: 5.075 loss_texts: 1.779 loss_ce_0: 0.750 loss_ctrl_points_0: 4.468 loss_texts_0: 1.652 loss_ce_1: 0.749 loss_ctrl_points_1: 4.533 loss_texts_1: 1.687 loss_ce_2: 0.717 loss_ctrl_points_2: 4.669 loss_texts_2: 1.668 loss_ce_3: 0.745 loss_ctrl_points_3: 4.615 loss_texts_3: 1.695 loss_ce_4: 0.730 loss_ctrl_points_4: 4.429 loss_texts_4: 1.678 loss_ce_enc: 1.600 loss_bbox_enc: 0.530 loss_giou_enc: 0.899 time: 0.5184 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:27:01] d2.utils.events INFO: eta: 2 days, 13:22:21 iter: 9759 total_loss: 45.736 loss_ce: 0.797 loss_ctrl_points: 4.951 loss_texts: 1.668 loss_ce_0: 0.803 loss_ctrl_points_0: 4.706 loss_texts_0: 1.688 loss_ce_1: 0.798 loss_ctrl_points_1: 5.039 loss_texts_1: 1.695 loss_ce_2: 0.781 loss_ctrl_points_2: 4.886 loss_texts_2: 1.713 loss_ce_3: 0.797 loss_ctrl_points_3: 4.738 loss_texts_3: 1.714 loss_ce_4: 0.825 loss_ctrl_points_4: 4.805 loss_texts_4: 1.716 loss_ce_enc: 1.594 loss_bbox_enc: 0.506 loss_giou_enc: 0.934 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:27:12] d2.utils.events INFO: eta: 2 days, 13:19:39 iter: 9779 total_loss: 47.023 loss_ce: 0.769 loss_ctrl_points: 4.998 loss_texts: 1.778 loss_ce_0: 0.724 loss_ctrl_points_0: 4.315 loss_texts_0: 1.773 loss_ce_1: 0.740 loss_ctrl_points_1: 4.926 loss_texts_1: 1.715 loss_ce_2: 0.746 loss_ctrl_points_2: 4.890 loss_texts_2: 1.731 loss_ce_3: 0.751 loss_ctrl_points_3: 3.905 loss_texts_3: 1.735 loss_ce_4: 0.742 loss_ctrl_points_4: 5.344 loss_texts_4: 1.721 loss_ce_enc: 1.457 loss_bbox_enc: 0.500 loss_giou_enc: 1.011 time: 0.5186 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:27:22] d2.utils.events INFO: eta: 2 days, 13:16:59 iter: 9799 total_loss: 48.651 loss_ce: 0.777 loss_ctrl_points: 4.447 loss_texts: 1.659 loss_ce_0: 0.769 loss_ctrl_points_0: 4.927 loss_texts_0: 1.635 loss_ce_1: 0.801 loss_ctrl_points_1: 4.799 loss_texts_1: 1.696 loss_ce_2: 0.789 loss_ctrl_points_2: 4.683 loss_texts_2: 1.675 loss_ce_3: 0.778 loss_ctrl_points_3: 4.774 loss_texts_3: 1.647 loss_ce_4: 0.794 loss_ctrl_points_4: 4.457 loss_texts_4: 1.653 loss_ce_enc: 1.704 loss_bbox_enc: 0.534 loss_giou_enc: 0.982 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:27:32] d2.utils.events INFO: eta: 2 days, 13:23:25 iter: 9819 total_loss: 41.708 loss_ce: 0.714 loss_ctrl_points: 4.308 loss_texts: 1.724 loss_ce_0: 0.708 loss_ctrl_points_0: 4.030 loss_texts_0: 1.702 loss_ce_1: 0.727 loss_ctrl_points_1: 3.929 loss_texts_1: 1.721 loss_ce_2: 0.702 loss_ctrl_points_2: 4.104 loss_texts_2: 1.754 loss_ce_3: 0.686 loss_ctrl_points_3: 4.166 loss_texts_3: 1.692 loss_ce_4: 0.690 loss_ctrl_points_4: 4.507 loss_texts_4: 1.714 loss_ce_enc: 1.522 loss_bbox_enc: 0.417 loss_giou_enc: 1.014 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:27:43] d2.utils.events INFO: eta: 2 days, 13:23:46 iter: 9839 total_loss: 47.949 loss_ce: 0.784 loss_ctrl_points: 4.713 loss_texts: 1.616 loss_ce_0: 0.760 loss_ctrl_points_0: 4.710 loss_texts_0: 1.603 loss_ce_1: 0.792 loss_ctrl_points_1: 4.702 loss_texts_1: 1.573 loss_ce_2: 0.774 loss_ctrl_points_2: 4.664 loss_texts_2: 1.579 loss_ce_3: 0.765 loss_ctrl_points_3: 4.881 loss_texts_3: 1.582 loss_ce_4: 0.761 loss_ctrl_points_4: 4.813 loss_texts_4: 1.580 loss_ce_enc: 1.840 loss_bbox_enc: 0.523 loss_giou_enc: 0.849 time: 0.5186 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:27:54] d2.utils.events INFO: eta: 2 days, 13:31:38 iter: 9859 total_loss: 51.481 loss_ce: 0.725 loss_ctrl_points: 5.441 loss_texts: 1.725 loss_ce_0: 0.734 loss_ctrl_points_0: 4.653 loss_texts_0: 1.635 loss_ce_1: 0.707 loss_ctrl_points_1: 5.055 loss_texts_1: 1.695 loss_ce_2: 0.692 loss_ctrl_points_2: 4.734 loss_texts_2: 1.673 loss_ce_3: 0.713 loss_ctrl_points_3: 5.824 loss_texts_3: 1.703 loss_ce_4: 0.675 loss_ctrl_points_4: 5.522 loss_texts_4: 1.666 loss_ce_enc: 1.598 loss_bbox_enc: 0.479 loss_giou_enc: 0.946 time: 0.5186 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:28:04] d2.utils.events INFO: eta: 2 days, 13:29:29 iter: 9879 total_loss: 47.278 loss_ce: 0.730 loss_ctrl_points: 5.626 loss_texts: 1.644 loss_ce_0: 0.732 loss_ctrl_points_0: 6.026 loss_texts_0: 1.592 loss_ce_1: 0.723 loss_ctrl_points_1: 4.836 loss_texts_1: 1.609 loss_ce_2: 0.741 loss_ctrl_points_2: 4.782 loss_texts_2: 1.639 loss_ce_3: 0.696 loss_ctrl_points_3: 4.932 loss_texts_3: 1.596 loss_ce_4: 0.725 loss_ctrl_points_4: 4.994 loss_texts_4: 1.671 loss_ce_enc: 1.678 loss_bbox_enc: 0.463 loss_giou_enc: 0.877 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:28:14] d2.utils.events INFO: eta: 2 days, 13:37:33 iter: 9899 total_loss: 50.613 loss_ce: 0.802 loss_ctrl_points: 5.953 loss_texts: 1.736 loss_ce_0: 0.794 loss_ctrl_points_0: 5.671 loss_texts_0: 1.677 loss_ce_1: 0.769 loss_ctrl_points_1: 5.181 loss_texts_1: 1.692 loss_ce_2: 0.766 loss_ctrl_points_2: 5.005 loss_texts_2: 1.695 loss_ce_3: 0.782 loss_ctrl_points_3: 4.927 loss_texts_3: 1.647 loss_ce_4: 0.788 loss_ctrl_points_4: 5.295 loss_texts_4: 1.696 loss_ce_enc: 1.664 loss_bbox_enc: 0.487 loss_giou_enc: 0.894 time: 0.5185 data_time: 0.0028 lr: 0.000200 max_mem: 6231M [08/02 12:28:24] d2.utils.events INFO: eta: 2 days, 13:29:08 iter: 9919 total_loss: 53.018 loss_ce: 0.787 loss_ctrl_points: 5.855 loss_texts: 1.780 loss_ce_0: 0.811 loss_ctrl_points_0: 5.475 loss_texts_0: 1.698 loss_ce_1: 0.766 loss_ctrl_points_1: 5.597 loss_texts_1: 1.775 loss_ce_2: 0.796 loss_ctrl_points_2: 5.687 loss_texts_2: 1.745 loss_ce_3: 0.794 loss_ctrl_points_3: 5.810 loss_texts_3: 1.738 loss_ce_4: 0.791 loss_ctrl_points_4: 5.002 loss_texts_4: 1.749 loss_ce_enc: 1.732 loss_bbox_enc: 0.521 loss_giou_enc: 0.939 time: 0.5185 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:28:36] d2.utils.events INFO: eta: 2 days, 13:33:16 iter: 9939 total_loss: 42.902 loss_ce: 0.742 loss_ctrl_points: 4.005 loss_texts: 1.622 loss_ce_0: 0.714 loss_ctrl_points_0: 4.510 loss_texts_0: 1.591 loss_ce_1: 0.712 loss_ctrl_points_1: 4.365 loss_texts_1: 1.616 loss_ce_2: 0.736 loss_ctrl_points_2: 4.669 loss_texts_2: 1.563 loss_ce_3: 0.733 loss_ctrl_points_3: 4.511 loss_texts_3: 1.598 loss_ce_4: 0.741 loss_ctrl_points_4: 4.311 loss_texts_4: 1.576 loss_ce_enc: 1.661 loss_bbox_enc: 0.406 loss_giou_enc: 0.748 time: 0.5186 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:28:46] d2.utils.events INFO: eta: 2 days, 13:41:48 iter: 9959 total_loss: 45.383 loss_ce: 0.709 loss_ctrl_points: 5.289 loss_texts: 1.610 loss_ce_0: 0.698 loss_ctrl_points_0: 4.393 loss_texts_0: 1.647 loss_ce_1: 0.710 loss_ctrl_points_1: 4.927 loss_texts_1: 1.626 loss_ce_2: 0.714 loss_ctrl_points_2: 4.558 loss_texts_2: 1.600 loss_ce_3: 0.693 loss_ctrl_points_3: 4.647 loss_texts_3: 1.628 loss_ce_4: 0.684 loss_ctrl_points_4: 4.624 loss_texts_4: 1.629 loss_ce_enc: 1.513 loss_bbox_enc: 0.594 loss_giou_enc: 1.077 time: 0.5186 data_time: 0.0027 lr: 0.000200 max_mem: 6231M [08/02 12:28:56] d2.utils.events INFO: eta: 2 days, 13:41:37 iter: 9979 total_loss: 43.577 loss_ce: 0.701 loss_ctrl_points: 4.433 loss_texts: 1.698 loss_ce_0: 0.671 loss_ctrl_points_0: 4.276 loss_texts_0: 1.680 loss_ce_1: 0.686 loss_ctrl_points_1: 4.471 loss_texts_1: 1.689 loss_ce_2: 0.685 loss_ctrl_points_2: 4.428 loss_texts_2: 1.692 loss_ce_3: 0.680 loss_ctrl_points_3: 4.772 loss_texts_3: 1.685 loss_ce_4: 0.682 loss_ctrl_points_4: 4.589 loss_texts_4: 1.670 loss_ce_enc: 1.518 loss_bbox_enc: 0.447 loss_giou_enc: 0.937 time: 0.5186 data_time: 0.0026 lr: 0.000200 max_mem: 6231M [08/02 12:29:06] fvcore.common.checkpoint INFO: Saving checkpoint to output/TESTR/pretrain/TESTR_R_50/model_0009999.pth

CQUzst commented 2 years ago

I got the same problem. I tried to change the initial bias value, origin code is all zero, I set it 1/LK(from deformable DETR paper),but got still 0 h-means. image image

zx1239856 commented 2 years ago

We did not encounter the problem you specified here. Attached is the training log for about 1 epoch.

log.txt

wulitaotao1 commented 2 years ago

Thank you for your reply.

i will try it again.

wulitaotao1 commented 2 years ago

i found that i loaded the wrong imagenet pretrain model, and after fixing this problem, the loss gets a normal downward trend.

i will close this issue.