2019-09-25 09:52:37,090 maskrcnn_benchmark INFO: Using 4 GPUs 2019-09-25 09:52:37,090 maskrcnn_benchmark INFO: Namespace(config_file='./configs/zzy/e2e_faster_rcnn_fbnet_cosine.yaml', distributed=True, local_rank=0, opts=[], skip_test=False) 2019-09-25 09:52:37,090 maskrcnn_benchmark INFO: Collecting env info (might take some time) 2019-09-25 09:52:39,129 maskrcnn_benchmark INFO: PyTorch version: 1.1.0 Is debug build: No CUDA used to build PyTorch: 10.0.130 OS: Ubuntu 16.04.6 LTS GCC version: (Ubuntu 5.4.0-6ubuntu1~16.04.11) 5.4.0 20160609 CMake version: Could not collect Python version: 3.6 Is CUDA available: Yes CUDA runtime version: 10.0.130 GPU models and configuration: GPU 0: GeForce RTX 2080 Ti GPU 1: GeForce RTX 2080 Ti GPU 2: GeForce RTX 2080 Ti GPU 3: GeForce RTX 2080 Ti GPU 4: GeForce RTX 2080 Ti GPU 5: GeForce RTX 2080 Ti GPU 6: GeForce RTX 2080 Ti GPU 7: GeForce RTX 2080 Ti Nvidia driver version: 418.74 cuDNN version: /usr/lib/x86_64-linux-gnu/libcudnn.so.7.6.2 Versions of relevant libraries: [pip] numpy==1.16.4 [pip] torch==1.1.0 [pip] torchvision==0.3.0 [conda] blas 1.0 mkl [conda] mkl 2019.4 243 [conda] mkl-service 2.0.2 py36h7b6447c_0 [conda] mkl_fft 1.0.12 py36ha843d7b_0 [conda] mkl_random 1.0.2 py36hd81dba3_0 [conda] pytorch 1.1.0 cuda100py36he554f03_0 [conda] torchvision 0.3.0 cuda100py36h72fc40a_0 Pillow (6.1.0) 2019-09-25 09:52:39,131 maskrcnn_benchmark INFO: Loaded configuration file ./configs/zzy/e2e_faster_rcnn_fbnet_cosine.yaml 2019-09-25 09:52:39,131 maskrcnn_benchmark INFO: MODEL: META_ARCHITECTURE: "GeneralizedRCNN" BACKBONE: CONV_BODY: FBNet FBNET: ARCH: "default" BN_TYPE: "bn" WIDTH_DIVISOR: 8 DW_CONV_SKIP_BN: True DW_CONV_SKIP_RELU: True RPN: ANCHOR_SIZES: (16, 32, 64, 128, 256) ANCHOR_STRIDE: (16, ) BATCH_SIZE_PER_IMAGE: 256 PRE_NMS_TOP_N_TRAIN: 6000 PRE_NMS_TOP_N_TEST: 6000 POST_NMS_TOP_N_TRAIN: 2000 POST_NMS_TOP_N_TEST: 100 FPN_POST_NMS_PER_BATCH: False RPN_HEAD: FBNet.rpn_head ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 ROI_BOX_HEAD: POOLER_RESOLUTION: 6 FEATURE_EXTRACTOR: FBNet.roi_head NUM_CLASSES: 81 DATASETS: TRAIN: ("coco_2017_train", ) TEST: ("coco_2017_val",) SOLVER: SCHEDULER: "cosine" ETA_MIN: 0.0 BASE_LR: 0.06 WARMUP_FACTOR: 0.1 WEIGHT_DECAY: 0.0001 MAX_ITER: 90000 IMS_PER_BATCH: 128 # for 4GPUs # TEST: # IMS_PER_BATCH: 8 INPUT: MIN_SIZE_TRAIN: (320, ) MAX_SIZE_TRAIN: 640 MIN_SIZE_TEST: 320 MAX_SIZE_TEST: 640 PIXEL_MEAN: [103.53, 116.28, 123.675] PIXEL_STD: [57.375, 57.12, 58.395] DTYPE: "float16" OUTPUT_DIR: "./output_cosine4/" 2019-09-25 09:52:39,133 maskrcnn_benchmark INFO: Running with config: AMP_VERBOSE: False DATALOADER: ASPECT_RATIO_GROUPING: True NUM_WORKERS: 4 SIZE_DIVISIBILITY: 0 DATASETS: TEST: ('coco_2017_val',) TRAIN: ('coco_2017_train',) DTYPE: float16 INPUT: BRIGHTNESS: 0.0 CONTRAST: 0.0 HUE: 0.0 MAX_SIZE_TEST: 640 MAX_SIZE_TRAIN: 640 MIN_SIZE_TEST: 320 MIN_SIZE_TRAIN: (320,) PIXEL_MEAN: [103.53, 116.28, 123.675] PIXEL_STD: [57.375, 57.12, 58.395] SATURATION: 0.0 TO_BGR255: True VERTICAL_FLIP_PROB_TRAIN: 0.0 MODEL: BACKBONE: CONV_BODY: FBNet FREEZE_CONV_BODY_AT: 2 CLS_AGNOSTIC_BBOX_REG: False DEVICE: cuda FBNET: ARCH: default ARCH_DEF: BN_TYPE: bn DET_HEAD_BLOCKS: [] DET_HEAD_LAST_SCALE: 1.0 DET_HEAD_STRIDE: 0 DW_CONV_SKIP_BN: True DW_CONV_SKIP_RELU: True KPTS_HEAD_BLOCKS: [] KPTS_HEAD_LAST_SCALE: 0.0 KPTS_HEAD_STRIDE: 0 MASK_HEAD_BLOCKS: [] MASK_HEAD_LAST_SCALE: 0.0 MASK_HEAD_STRIDE: 0 RPN_BN_TYPE: RPN_HEAD_BLOCKS: 0 SCALE_FACTOR: 1.0 WIDTH_DIVISOR: 8 FPN: USE_GN: False USE_RELU: False GROUP_NORM: DIM_PER_GP: -1 EPSILON: 1e-05 NUM_GROUPS: 32 KEYPOINT_ON: False MASK_ON: False META_ARCHITECTURE: GeneralizedRCNN RESNETS: BACKBONE_OUT_CHANNELS: 1024 DEFORMABLE_GROUPS: 1 NUM_GROUPS: 1 RES2_OUT_CHANNELS: 256 RES5_DILATION: 1 STAGE_WITH_DCN: (False, False, False, False) STEM_FUNC: StemWithFixedBatchNorm STEM_OUT_CHANNELS: 64 STRIDE_IN_1X1: True TRANS_FUNC: BottleneckWithFixedBatchNorm WIDTH_PER_GROUP: 64 WITH_MODULATED_DCN: False RETINANET: ANCHOR_SIZES: (32, 64, 128, 256, 512) ANCHOR_STRIDES: (8, 16, 32, 64, 128) ASPECT_RATIOS: (0.5, 1.0, 2.0) BBOX_REG_BETA: 0.11 BBOX_REG_WEIGHT: 4.0 BG_IOU_THRESHOLD: 0.4 FG_IOU_THRESHOLD: 0.5 INFERENCE_TH: 0.05 LOSS_ALPHA: 0.25 LOSS_GAMMA: 2.0 NMS_TH: 0.4 NUM_CLASSES: 81 NUM_CONVS: 4 OCTAVE: 2.0 PRE_NMS_TOP_N: 1000 PRIOR_PROB: 0.01 SCALES_PER_OCTAVE: 3 STRADDLE_THRESH: 0 USE_C5: True RETINANET_ON: False ROI_BOX_HEAD: CONV_HEAD_DIM: 256 DILATION: 1 FEATURE_EXTRACTOR: FBNet.roi_head MLP_HEAD_DIM: 1024 NUM_CLASSES: 81 NUM_STACKED_CONVS: 4 POOLER_RESOLUTION: 6 POOLER_SAMPLING_RATIO: 0 POOLER_SCALES: (0.0625,) PREDICTOR: FastRCNNPredictor USE_GN: False ROI_HEADS: BATCH_SIZE_PER_IMAGE: 512 BBOX_REG_WEIGHTS: (10.0, 10.0, 5.0, 5.0) BG_IOU_THRESHOLD: 0.5 DETECTIONS_PER_IMG: 100 FG_IOU_THRESHOLD: 0.5 NMS: 0.5 POSITIVE_FRACTION: 0.25 SCORE_THRESH: 0.05 USE_FPN: False ROI_KEYPOINT_HEAD: CONV_LAYERS: (512, 512, 512, 512, 512, 512, 512, 512) FEATURE_EXTRACTOR: KeypointRCNNFeatureExtractor MLP_HEAD_DIM: 1024 NUM_CLASSES: 17 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_SCALES: (0.0625,) PREDICTOR: KeypointRCNNPredictor RESOLUTION: 14 SHARE_BOX_FEATURE_EXTRACTOR: True ROI_MASK_HEAD: CONV_LAYERS: (256, 256, 256, 256) DILATION: 1 FEATURE_EXTRACTOR: ResNet50Conv5ROIFeatureExtractor MLP_HEAD_DIM: 1024 POOLER_RESOLUTION: 14 POOLER_SAMPLING_RATIO: 0 POOLER_SCALES: (0.0625,) POSTPROCESS_MASKS: False POSTPROCESS_MASKS_THRESHOLD: 0.5 PREDICTOR: MaskRCNNC4Predictor RESOLUTION: 14 SHARE_BOX_FEATURE_EXTRACTOR: True USE_GN: False RPN: ANCHOR_SIZES: (16, 32, 64, 128, 256) ANCHOR_STRIDE: (16,) ASPECT_RATIOS: (0.5, 1.0, 2.0) BATCH_SIZE_PER_IMAGE: 256 BG_IOU_THRESHOLD: 0.3 FG_IOU_THRESHOLD: 0.7 FPN_POST_NMS_PER_BATCH: False FPN_POST_NMS_TOP_N_TEST: 2000 FPN_POST_NMS_TOP_N_TRAIN: 2000 MIN_SIZE: 0 NMS_THRESH: 0.7 POSITIVE_FRACTION: 0.5 POST_NMS_TOP_N_TEST: 100 POST_NMS_TOP_N_TRAIN: 2000 PRE_NMS_TOP_N_TEST: 6000 PRE_NMS_TOP_N_TRAIN: 6000 RPN_HEAD: FBNet.rpn_head STRADDLE_THRESH: 0 USE_FPN: False RPN_ONLY: False WEIGHT: OUTPUT_DIR: ./output_cosine4/ PATHS_CATALOG: /mnt/learn-projects/maskrcnn-benchmark/maskrcnn_benchmark/config/paths_catalog.py SOLVER: BASE_LR: 0.06 BIAS_LR_FACTOR: 2 CHECKPOINT_PERIOD: 2500 ETA_MIN: 0.0 GAMMA: 0.1 IMS_PER_BATCH: 128 MAX_ITER: 90000 MOMENTUM: 0.9 SCHEDULER: cosine STEPS: (30000,) WARMUP_FACTOR: 0.1 WARMUP_ITERS: 500 WARMUP_METHOD: linear WEIGHT_DECAY: 0.0001 WEIGHT_DECAY_BIAS: 0 TEST: BBOX_AUG: ENABLED: False H_FLIP: False MAX_SIZE: 4000 SCALES: () SCALE_H_FLIP: False DETECTIONS_PER_IMG: 100 EXPECTED_RESULTS: [] EXPECTED_RESULTS_SIGMA_TOL: 4 IMS_PER_BATCH: 8 2019-09-25 09:52:39,135 maskrcnn_benchmark INFO: Saving config into: ./output_cosine4/config.yml 2019-09-25 09:52:39,171 maskrcnn_benchmark.modeling.backbone.fbnet INFO: Building fbnet model with arch default (without scaling): {'first': [32, 2], 'stages': [{'stage_idx': 0, 'block_idx': 0, 'block': [1, 16, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 0, 'block': [6, 24, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 1, 'block': [6, 24, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 0, 'block': [6, 32, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 1, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 2, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 0, 'block': [6, 64, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 1, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 2, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 3, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 4, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 5, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 6, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 0, 'block': [4, 160, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 3, 'block': [6, 240, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 0, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 1, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 2, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 0, 'block': [4, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 3, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 4, 'block': [3, 80, 1, -2], 'block_op_type': 'ir_k3'}], 'last': [0, 0.0], 'backbone': [0, 1, 2, 3], 'rpn': [5], 'bbox': [4], 'mask': [6]} 2019-09-25 09:52:39,212 maskrcnn_benchmark.modeling.backbone.fbnet INFO: Building fbnet model with arch default (without scaling): {'first': [32, 2], 'stages': [{'stage_idx': 0, 'block_idx': 0, 'block': [1, 16, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 0, 'block': [6, 24, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 1, 'block': [6, 24, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 0, 'block': [6, 32, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 1, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 2, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 0, 'block': [6, 64, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 1, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 2, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 3, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 4, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 5, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 6, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 0, 'block': [4, 160, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 3, 'block': [6, 240, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 0, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 1, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 2, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 0, 'block': [4, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 3, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 4, 'block': [3, 80, 1, -2], 'block_op_type': 'ir_k3'}], 'last': [0, 0.0], 'backbone': [0, 1, 2, 3], 'rpn': [5], 'bbox': [4], 'mask': [6]} 2019-09-25 09:52:39,227 maskrcnn_benchmark.modeling.backbone.fbnet INFO: Building fbnet model with arch default (without scaling): {'first': [32, 2], 'stages': [{'stage_idx': 0, 'block_idx': 0, 'block': [1, 16, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 0, 'block': [6, 24, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 1, 'block_idx': 1, 'block': [6, 24, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 0, 'block': [6, 32, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 1, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 2, 'block_idx': 2, 'block': [6, 32, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 0, 'block': [6, 64, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 1, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 2, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 3, 'block': [6, 64, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 4, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 5, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 3, 'block_idx': 6, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 0, 'block': [4, 160, 1, 2], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 4, 'block_idx': 3, 'block': [6, 240, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 0, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 1, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 5, 'block_idx': 2, 'block': [6, 96, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 0, 'block': [4, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 1, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 2, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 3, 'block': [6, 160, 1, 1], 'block_op_type': 'ir_k3'}, {'stage_idx': 6, 'block_idx': 4, 'block': [3, 80, 1, -2], 'block_op_type': 'ir_k3'}], 'last': [0, 0.0], 'backbone': [0, 1, 2, 3], 'rpn': [5], 'bbox': [4], 'mask': [6]} 2019-09-25 09:52:39,314 maskrcnn_benchmark.utils.checkpoint INFO: No checkpoint found. Initializing model from scratch 2019-09-25 09:52:39,314 maskrcnn_benchmark.data.build WARNING: When using more than one image per GPU you may encounter an out-of-memory (OOM) error if your GPU does not have sufficient memory. If this happens, you can reduce SOLVER.IMS_PER_BATCH (for training) or TEST.IMS_PER_BATCH (for inference). For training, you must also adjust the learning rate and schedule length according to the linear scaling rule. See for example: https://github.com/facebookresearch/Detectron/blob/master/configs/getting_started/tutorial_1gpu_e2e_faster_rcnn_R-50-FPN.yaml#L14 2019-09-25 09:52:45,538 maskrcnn_benchmark.utils.miscellaneous INFO: Saving labels mapping into ./output_cosine4/labels.json 2019-09-25 09:52:45,747 maskrcnn_benchmark.trainer INFO: Start training 2019-09-25 09:53:10,211 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:34:13 iter: 20 loss: 4.7117 (4.6520) loss_box_reg: 0.0963 (0.0970) loss_classifier: 3.8999 (3.8415) loss_objectness: 0.6679 (0.6660) loss_rpn_box_reg: 0.0478 (0.0474) time: 0.9799 (1.2231) data: 0.0349 (0.0765) lr: 0.008160 max mem: 7899 2019-09-25 09:53:29,604 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:23:51 iter: 40 loss: 2.0638 (3.4442) loss_box_reg: 0.0892 (0.0951) loss_classifier: 1.5225 (2.7475) loss_objectness: 0.4395 (0.5563) loss_rpn_box_reg: 0.0422 (0.0454) time: 0.9581 (1.0964) data: 0.0313 (0.0553) lr: 0.010320 max mem: 7899 2019-09-25 09:53:49,216 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:25:37 iter: 60 loss: 0.7422 (2.5534) loss_box_reg: 0.0962 (0.0959) loss_classifier: 0.4018 (1.9766) loss_objectness: 0.1933 (0.4386) loss_rpn_box_reg: 0.0368 (0.0423) time: 0.9757 (1.0578) data: 0.0365 (0.0488) lr: 0.012480 max mem: 7935 2019-09-25 09:54:08,657 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:53:09 iter: 80 loss: 0.6959 (2.0915) loss_box_reg: 0.1075 (0.0991) loss_classifier: 0.3845 (1.5794) loss_objectness: 0.1741 (0.3727) loss_rpn_box_reg: 0.0336 (0.0403) time: 0.9476 (1.0364) data: 0.0339 (0.0453) lr: 0.014640 max mem: 7935 2019-09-25 09:54:28,098 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:33:30 iter: 100 loss: 0.7072 (1.8179) loss_box_reg: 0.1132 (0.1020) loss_classifier: 0.3857 (1.3413) loss_objectness: 0.1732 (0.3354) loss_rpn_box_reg: 0.0339 (0.0392) time: 0.9666 (1.0235) data: 0.0313 (0.0427) lr: 0.016800 max mem: 7935 2019-09-25 09:54:47,462 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:19:23 iter: 120 loss: 0.7189 (1.6451) loss_box_reg: 0.0990 (0.1016) loss_classifier: 0.3492 (1.1768) loss_objectness: 0.2279 (0.3281) loss_rpn_box_reg: 0.0350 (0.0386) time: 0.9569 (1.0143) data: 0.0334 (0.0415) lr: 0.018960 max mem: 7935 2019-09-25 09:55:06,976 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:10:48 iter: 140 loss: 0.6819 (1.5084) loss_box_reg: 0.1053 (0.1025) loss_classifier: 0.3581 (1.0608) loss_objectness: 0.1813 (0.3071) loss_rpn_box_reg: 0.0352 (0.0381) time: 0.9552 (1.0088) data: 0.0301 (0.0403) lr: 0.021120 max mem: 7935 2019-09-25 09:55:26,785 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:07:01 iter: 160 loss: 0.6818 (1.4056) loss_box_reg: 0.1071 (0.1033) loss_classifier: 0.3656 (0.9745) loss_objectness: 0.1695 (0.2901) loss_rpn_box_reg: 0.0350 (0.0376) time: 0.9890 (1.0065) data: 0.0345 (0.0399) lr: 0.023280 max mem: 7935 2019-09-25 09:55:46,193 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:00:41 iter: 180 loss: 0.7039 (1.3284) loss_box_reg: 0.1181 (0.1052) loss_classifier: 0.3873 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0.0424 (0.0400) lr: 0.059967 max mem: 7935 2019-09-25 10:23:46,476 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:29:34 iter: 1860 loss: 0.6271 (0.7351) loss_box_reg: 0.1278 (0.1269) loss_classifier: 0.3583 (0.4300) loss_objectness: 0.1126 (0.1466) loss_rpn_box_reg: 0.0275 (0.0315) time: 1.0153 (1.0004) data: 0.0509 (0.0401) lr: 0.059966 max mem: 7935 2019-09-25 10:24:06,967 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:29:37 iter: 1880 loss: 0.6350 (0.7341) loss_box_reg: 0.1345 (0.1270) loss_classifier: 0.3670 (0.4294) loss_objectness: 0.1133 (0.1463) loss_rpn_box_reg: 0.0282 (0.0315) time: 1.0114 (1.0006) data: 0.0510 (0.0402) lr: 0.059965 max mem: 7935 2019-09-25 10:24:27,292 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:29:31 iter: 1900 loss: 0.6677 (0.7333) loss_box_reg: 0.1357 (0.1271) loss_classifier: 0.3822 (0.4288) loss_objectness: 0.1164 (0.1459) loss_rpn_box_reg: 0.0289 (0.0315) time: 0.9987 (1.0008) data: 0.0419 (0.0402) lr: 0.059964 max mem: 7935 2019-09-25 10:24:47,767 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loss_rpn_box_reg: 0.0260 (0.0308) time: 1.0071 (1.0055) data: 0.0519 (0.0420) lr: 0.059932 max mem: 7935 2019-09-25 10:33:39,871 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:46 iter: 2440 loss: 0.6265 (0.7112) loss_box_reg: 0.1350 (0.1281) loss_classifier: 0.3600 (0.4148) loss_objectness: 0.1017 (0.1375) loss_rpn_box_reg: 0.0269 (0.0308) time: 1.0334 (1.0058) data: 0.0449 (0.0420) lr: 0.059930 max mem: 7935 2019-09-25 10:34:00,429 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:42 iter: 2460 loss: 0.6125 (0.7104) loss_box_reg: 0.1311 (0.1281) loss_classifier: 0.3557 (0.4143) loss_objectness: 0.1017 (0.1373) loss_rpn_box_reg: 0.0272 (0.0307) time: 1.0161 (1.0060) data: 0.0481 (0.0421) lr: 0.059929 max mem: 7935 2019-09-25 10:34:20,475 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:19 iter: 2480 loss: 0.6166 (0.7097) loss_box_reg: 0.1255 (0.1281) loss_classifier: 0.3478 (0.4138) loss_objectness: 0.1079 (0.1370) loss_rpn_box_reg: 0.0273 (0.0307) time: 1.0044 (1.0059) data: 0.0514 (0.0421) lr: 0.059928 max mem: 7935 2019-09-25 10:34:41,052 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:15 iter: 2500 loss: 0.6378 (0.7091) loss_box_reg: 0.1309 (0.1282) loss_classifier: 0.3731 (0.4135) loss_objectness: 0.1091 (0.1368) loss_rpn_box_reg: 0.0300 (0.0307) time: 1.0220 (1.0061) data: 0.0491 (0.0422) lr: 0.059926 max mem: 7935 2019-09-25 10:34:41,055 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0002500.pth 2019-09-25 10:35:01,539 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:08 iter: 2520 loss: 0.6021 (0.7083) loss_box_reg: 0.1265 (0.1282) loss_classifier: 0.3499 (0.4130) loss_objectness: 0.1022 (0.1365) loss_rpn_box_reg: 0.0279 (0.0307) time: 1.0093 (1.0063) data: 0.0540 (0.0423) lr: 0.059925 max mem: 7935 2019-09-25 10:35:21,992 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:59 iter: 2540 loss: 0.6125 (0.7075) loss_box_reg: 0.1272 (0.1282) loss_classifier: 0.3514 (0.4125) loss_objectness: 0.1009 (0.1362) loss_rpn_box_reg: 0.0277 (0.0307) time: 1.0107 (1.0064) data: 0.0435 (0.0423) lr: 0.059923 max mem: 7935 2019-09-25 10:35:42,569 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:54 iter: 2560 loss: 0.6291 (0.7070) loss_box_reg: 0.1360 (0.1282) loss_classifier: 0.3667 (0.4121) loss_objectness: 0.1042 (0.1360) loss_rpn_box_reg: 0.0283 (0.0306) time: 1.0188 (1.0066) data: 0.0492 (0.0424) lr: 0.059922 max mem: 7935 2019-09-25 10:36:02,936 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:42 iter: 2580 loss: 0.6187 (0.7062) loss_box_reg: 0.1302 (0.1282) loss_classifier: 0.3557 (0.4116) loss_objectness: 0.1017 (0.1357) loss_rpn_box_reg: 0.0272 (0.0306) time: 1.0015 (1.0067) data: 0.0444 (0.0424) lr: 0.059920 max mem: 7935 2019-09-25 10:36:23,039 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:21 iter: 2600 loss: 0.6026 (0.7055) loss_box_reg: 0.1285 (0.1282) loss_classifier: 0.3498 (0.4112) loss_objectness: 0.1023 (0.1355) loss_rpn_box_reg: 0.0278 (0.0306) time: 0.9956 (1.0066) data: 0.0445 (0.0425) lr: 0.059919 max mem: 7935 2019-09-25 10:36:43,698 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:18 iter: 2620 loss: 0.6070 (0.7047) loss_box_reg: 0.1296 (0.1282) loss_classifier: 0.3503 (0.4107) loss_objectness: 0.1034 (0.1352) loss_rpn_box_reg: 0.0272 (0.0306) time: 1.0201 (1.0069) data: 0.0388 (0.0425) lr: 0.059917 max mem: 7935 2019-09-25 10:37:04,180 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:09 iter: 2640 loss: 0.6008 (0.7040) loss_box_reg: 0.1269 (0.1282) loss_classifier: 0.3499 (0.4102) loss_objectness: 0.0997 (0.1350) loss_rpn_box_reg: 0.0243 (0.0305) time: 1.0158 (1.0070) data: 0.0445 (0.0425) lr: 0.059915 max mem: 7935 2019-09-25 10:37:24,811 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:26:05 iter: 2660 loss: 0.5942 (0.7032) loss_box_reg: 0.1246 (0.1282) loss_classifier: 0.3376 (0.4097) loss_objectness: 0.0977 (0.1347) loss_rpn_box_reg: 0.0268 (0.0305) time: 1.0105 (1.0072) data: 0.0485 (0.0425) lr: 0.059914 max mem: 7935 2019-09-25 10:37:45,090 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loss: 0.6168 (0.7007) loss_box_reg: 0.1306 (0.1283) loss_classifier: 0.3559 (0.4081) loss_objectness: 0.1008 (0.1338) loss_rpn_box_reg: 0.0283 (0.0304) time: 1.0090 (1.0081) data: 0.0501 (0.0428) lr: 0.059907 max mem: 7935 2019-09-25 10:39:08,139 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:25:47 iter: 2760 loss: 0.6002 (0.6999) loss_box_reg: 0.1241 (0.1283) loss_classifier: 0.3474 (0.4077) loss_objectness: 0.0982 (0.1336) loss_rpn_box_reg: 0.0267 (0.0304) time: 1.0099 (1.0081) data: 0.0469 (0.0429) lr: 0.059906 max mem: 7935 2019-09-25 10:39:28,487 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:25:33 iter: 2780 loss: 0.5945 (0.6992) loss_box_reg: 0.1247 (0.1283) loss_classifier: 0.3395 (0.4072) loss_objectness: 0.0969 (0.1333) loss_rpn_box_reg: 0.0266 (0.0304) time: 0.9975 (1.0082) data: 0.0511 (0.0430) lr: 0.059904 max mem: 7935 2019-09-25 10:39:49,118 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:25:27 iter: 2800 loss: 0.6005 (0.6985) loss_box_reg: 0.1270 (0.1283) 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loss_rpn_box_reg: 0.0277 (0.0303) time: 0.9957 (1.0086) data: 0.0417 (0.0432) lr: 0.059897 max mem: 7935 2019-09-25 10:41:10,558 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:24:30 iter: 2880 loss: 0.5840 (0.6960) loss_box_reg: 0.1257 (0.1283) loss_classifier: 0.3421 (0.4052) loss_objectness: 0.1006 (0.1322) loss_rpn_box_reg: 0.0258 (0.0303) time: 0.9980 (1.0086) data: 0.0519 (0.0432) lr: 0.059895 max mem: 7935 2019-09-25 10:41:30,888 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:24:14 iter: 2900 loss: 0.6161 (0.6954) loss_box_reg: 0.1324 (0.1283) loss_classifier: 0.3532 (0.4049) loss_objectness: 0.1004 (0.1320) loss_rpn_box_reg: 0.0272 (0.0302) time: 1.0093 (1.0087) data: 0.0514 (0.0433) lr: 0.059894 max mem: 7935 2019-09-25 10:41:51,211 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:23:59 iter: 2920 loss: 0.5862 (0.6947) loss_box_reg: 0.1239 (0.1283) loss_classifier: 0.3318 (0.4045) loss_objectness: 0.1004 (0.1318) loss_rpn_box_reg: 0.0266 (0.0302) time: 1.0038 (1.0087) data: 0.0463 (0.0433) lr: 0.059892 max mem: 7935 2019-09-25 10:42:11,344 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:23:37 iter: 2940 loss: 0.5951 (0.6941) loss_box_reg: 0.1276 (0.1283) loss_classifier: 0.3477 (0.4041) loss_objectness: 0.0971 (0.1315) loss_rpn_box_reg: 0.0267 (0.0302) time: 1.0038 (1.0087) data: 0.0543 (0.0434) lr: 0.059890 max mem: 7935 2019-09-25 10:42:31,802 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:23:26 iter: 2960 loss: 0.6106 (0.6935) loss_box_reg: 0.1286 (0.1283) loss_classifier: 0.3493 (0.4037) loss_objectness: 0.1027 (0.1313) loss_rpn_box_reg: 0.0280 (0.0302) time: 1.0035 (1.0088) data: 0.0505 (0.0434) lr: 0.059888 max mem: 7935 2019-09-25 10:42:52,061 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:23:08 iter: 2980 loss: 0.5899 (0.6928) loss_box_reg: 0.1223 (0.1283) loss_classifier: 0.3368 (0.4033) loss_objectness: 0.0958 (0.1311) loss_rpn_box_reg: 0.0256 (0.0302) time: 1.0116 (1.0088) data: 0.0490 (0.0435) lr: 0.059886 max mem: 7935 2019-09-25 10:43:12,208 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:22:47 iter: 3000 loss: 0.5986 (0.6922) loss_box_reg: 0.1283 (0.1283) loss_classifier: 0.3443 (0.4029) loss_objectness: 0.0981 (0.1309) loss_rpn_box_reg: 0.0279 (0.0301) time: 0.9942 (1.0088) data: 0.0480 (0.0435) lr: 0.059885 max mem: 7935 2019-09-25 10:43:32,630 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:22:34 iter: 3020 loss: 0.5774 (0.6916) loss_box_reg: 0.1279 (0.1283) loss_classifier: 0.3368 (0.4025) loss_objectness: 0.0963 (0.1307) loss_rpn_box_reg: 0.0273 (0.0301) time: 1.0116 (1.0089) data: 0.0482 (0.0435) lr: 0.059883 max mem: 7935 2019-09-25 10:43:53,238 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:22:26 iter: 3040 loss: 0.6042 (0.6909) loss_box_reg: 0.1296 (0.1282) loss_classifier: 0.3523 (0.4021) loss_objectness: 0.1002 (0.1305) loss_rpn_box_reg: 0.0273 (0.0301) time: 1.0253 (1.0090) data: 0.0384 (0.0435) lr: 0.059881 max mem: 7935 2019-09-25 10:44:13,736 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:22:15 iter: 3060 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0.0530 (0.0436) lr: 0.059861 max mem: 7935 2019-09-25 10:47:39,123 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:20:27 iter: 3260 loss: 0.5912 (0.6847) loss_box_reg: 0.1260 (0.1282) loss_classifier: 0.3381 (0.3982) loss_objectness: 0.0961 (0.1283) loss_rpn_box_reg: 0.0258 (0.0299) time: 1.0109 (1.0102) data: 0.0503 (0.0437) lr: 0.059859 max mem: 7935 2019-09-25 10:47:59,489 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:20:12 iter: 3280 loss: 0.5594 (0.6841) loss_box_reg: 0.1197 (0.1282) loss_classifier: 0.3237 (0.3978) loss_objectness: 0.0959 (0.1281) loss_rpn_box_reg: 0.0271 (0.0299) time: 0.9990 (1.0103) data: 0.0513 (0.0437) lr: 0.059857 max mem: 7935 2019-09-25 10:48:19,687 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:19:51 iter: 3300 loss: 0.5916 (0.6835) loss_box_reg: 0.1272 (0.1282) loss_classifier: 0.3420 (0.3975) loss_objectness: 0.0986 (0.1279) loss_rpn_box_reg: 0.0272 (0.0299) time: 1.0069 (1.0103) data: 0.0479 (0.0437) lr: 0.059855 max mem: 7935 2019-09-25 10:48:39,798 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0.0357 (0.0438) lr: 0.059827 max mem: 7935 2019-09-25 10:53:06,348 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:16:40 iter: 3580 loss: 0.5914 (0.6765) loss_box_reg: 0.1273 (0.1282) loss_classifier: 0.3406 (0.3931) loss_objectness: 0.0974 (0.1255) loss_rpn_box_reg: 0.0255 (0.0297) time: 1.0094 (1.0113) data: 0.0397 (0.0438) lr: 0.059825 max mem: 7935 2019-09-25 10:53:27,887 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:16:51 iter: 3600 loss: 0.5705 (0.6759) loss_box_reg: 0.1225 (0.1282) loss_classifier: 0.3243 (0.3927) loss_objectness: 0.0910 (0.1254) loss_rpn_box_reg: 0.0263 (0.0296) time: 1.0037 (1.0117) data: 0.0445 (0.0439) lr: 0.059823 max mem: 7935 2019-09-25 10:53:48,391 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:16:37 iter: 3620 loss: 0.6062 (0.6755) loss_box_reg: 0.1321 (0.1282) loss_classifier: 0.3420 (0.3925) loss_objectness: 0.0968 (0.1252) loss_rpn_box_reg: 0.0270 (0.0296) time: 1.0098 (1.0118) data: 0.0400 (0.0439) lr: 0.059820 max mem: 7935 2019-09-25 10:54:08,618 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:16:17 iter: 3640 loss: 0.5708 (0.6749) loss_box_reg: 0.1258 (0.1282) loss_classifier: 0.3292 (0.3921) loss_objectness: 0.0926 (0.1250) loss_rpn_box_reg: 0.0246 (0.0296) time: 1.0047 (1.0118) data: 0.0426 (0.0439) lr: 0.059818 max mem: 7935 2019-09-25 10:54:29,241 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:16:05 iter: 3660 loss: 0.5845 (0.6745) loss_box_reg: 0.1270 (0.1282) loss_classifier: 0.3387 (0.3918) loss_objectness: 0.0934 (0.1249) loss_rpn_box_reg: 0.0255 (0.0296) time: 1.0225 (1.0119) data: 0.0452 (0.0439) lr: 0.059816 max mem: 7935 2019-09-25 10:54:49,681 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:15:50 iter: 3680 loss: 0.5739 (0.6740) loss_box_reg: 0.1246 (0.1282) loss_classifier: 0.3318 (0.3915) loss_objectness: 0.0961 (0.1247) loss_rpn_box_reg: 0.0266 (0.0296) time: 1.0216 (1.0119) data: 0.0431 (0.0439) lr: 0.059813 max mem: 7935 2019-09-25 10:55:10,052 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:15:33 iter: 3700 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0.0490 (0.0441) lr: 0.059789 max mem: 7935 2019-09-25 10:58:34,504 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:12:56 iter: 3900 loss: 0.5577 (0.6687) loss_box_reg: 0.1223 (0.1280) loss_classifier: 0.3233 (0.3882) loss_objectness: 0.0933 (0.1230) loss_rpn_box_reg: 0.0256 (0.0294) time: 1.0190 (1.0125) data: 0.0453 (0.0441) lr: 0.059787 max mem: 7935 2019-09-25 10:58:54,859 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:12:38 iter: 3920 loss: 0.5787 (0.6682) loss_box_reg: 0.1294 (0.1280) loss_classifier: 0.3302 (0.3879) loss_objectness: 0.0931 (0.1229) loss_rpn_box_reg: 0.0261 (0.0294) time: 1.0052 (1.0125) data: 0.0456 (0.0441) lr: 0.059784 max mem: 7935 2019-09-25 10:59:15,375 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:12:23 iter: 3940 loss: 0.5717 (0.6677) loss_box_reg: 0.1272 (0.1280) loss_classifier: 0.3221 (0.3876) loss_objectness: 0.0926 (0.1227) loss_rpn_box_reg: 0.0265 (0.0294) time: 1.0291 (1.0126) data: 0.0499 (0.0442) lr: 0.059782 max mem: 7935 2019-09-25 10:59:35,700 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:12:05 iter: 3960 loss: 0.5807 (0.6673) loss_box_reg: 0.1220 (0.1280) loss_classifier: 0.3291 (0.3873) loss_objectness: 0.0948 (0.1226) loss_rpn_box_reg: 0.0262 (0.0294) time: 1.0155 (1.0126) data: 0.0469 (0.0442) lr: 0.059779 max mem: 7935 2019-09-25 10:59:56,055 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:11:47 iter: 3980 loss: 0.5798 (0.6669) loss_box_reg: 0.1250 (0.1280) loss_classifier: 0.3333 (0.3871) loss_objectness: 0.0927 (0.1224) loss_rpn_box_reg: 0.0266 (0.0294) time: 1.0078 (1.0126) data: 0.0462 (0.0442) lr: 0.059776 max mem: 7935 2019-09-25 11:00:16,676 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:11:34 iter: 4000 loss: 0.5877 (0.6664) loss_box_reg: 0.1278 (0.1280) loss_classifier: 0.3377 (0.3868) loss_objectness: 0.0944 (0.1223) loss_rpn_box_reg: 0.0266 (0.0293) time: 1.0133 (1.0127) data: 0.0473 (0.0442) lr: 0.059774 max mem: 7935 2019-09-25 11:00:37,115 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:11:18 iter: 4020 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maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:08:07 iter: 4280 loss: 0.5799 (0.6605) loss_box_reg: 0.1274 (0.1279) loss_classifier: 0.3299 (0.3831) loss_objectness: 0.0915 (0.1204) loss_rpn_box_reg: 0.0261 (0.0292) time: 0.9992 (1.0136) data: 0.0410 (0.0444) lr: 0.059736 max mem: 7935 2019-09-25 11:05:24,804 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:07:56 iter: 4300 loss: 0.5682 (0.6601) loss_box_reg: 0.1251 (0.1279) loss_classifier: 0.3213 (0.3829) loss_objectness: 0.0926 (0.1203) loss_rpn_box_reg: 0.0263 (0.0292) time: 1.0261 (1.0137) data: 0.0516 (0.0444) lr: 0.059734 max mem: 7935 2019-09-25 11:05:45,368 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:07:42 iter: 4320 loss: 0.5595 (0.6597) loss_box_reg: 0.1231 (0.1278) loss_classifier: 0.3220 (0.3826) loss_objectness: 0.0918 (0.1202) loss_rpn_box_reg: 0.0256 (0.0291) time: 1.0112 (1.0138) data: 0.0482 (0.0444) lr: 0.059731 max mem: 7935 2019-09-25 11:06:05,560 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:07:20 iter: 4340 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0.0459 (0.0445) lr: 0.059702 max mem: 7935 2019-09-25 11:09:30,803 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:04:44 iter: 4540 loss: 0.5558 (0.6554) loss_box_reg: 0.1230 (0.1277) loss_classifier: 0.3177 (0.3799) loss_objectness: 0.0896 (0.1188) loss_rpn_box_reg: 0.0254 (0.0290) time: 1.0026 (1.0143) data: 0.0512 (0.0446) lr: 0.059699 max mem: 7935 2019-09-25 11:09:51,315 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:04:28 iter: 4560 loss: 0.5779 (0.6551) loss_box_reg: 0.1237 (0.1277) loss_classifier: 0.3315 (0.3797) loss_objectness: 0.0926 (0.1187) loss_rpn_box_reg: 0.0268 (0.0290) time: 1.0135 (1.0144) data: 0.0437 (0.0446) lr: 0.059696 max mem: 7935 2019-09-25 11:10:11,403 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:04:04 iter: 4580 loss: 0.5834 (0.6547) loss_box_reg: 0.1276 (0.1277) loss_classifier: 0.3336 (0.3795) loss_objectness: 0.0936 (0.1186) loss_rpn_box_reg: 0.0255 (0.0290) time: 0.9923 (1.0143) data: 0.0500 (0.0446) lr: 0.059693 max mem: 7935 2019-09-25 11:10:31,584 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(0.0448) lr: 0.059653 max mem: 7935 2019-09-25 11:14:55,884 maskrcnn_benchmark.trainer INFO: eta: 23:59:28 iter: 4860 loss: 0.5575 (0.6494) loss_box_reg: 0.1221 (0.1275) loss_classifier: 0.3166 (0.3761) loss_objectness: 0.0898 (0.1169) loss_rpn_box_reg: 0.0260 (0.0288) time: 1.0085 (1.0144) data: 0.0501 (0.0448) lr: 0.059649 max mem: 7935 2019-09-25 11:15:16,548 maskrcnn_benchmark.trainer INFO: eta: 23:59:14 iter: 4880 loss: 0.5705 (0.6491) loss_box_reg: 0.1252 (0.1275) loss_classifier: 0.3233 (0.3759) loss_objectness: 0.0905 (0.1168) loss_rpn_box_reg: 0.0265 (0.0288) time: 1.0219 (1.0145) data: 0.0534 (0.0448) lr: 0.059646 max mem: 7935 2019-09-25 11:15:37,324 maskrcnn_benchmark.trainer INFO: eta: 23:59:03 iter: 4900 loss: 0.5547 (0.6487) loss_box_reg: 0.1229 (0.1275) loss_classifier: 0.3217 (0.3757) loss_objectness: 0.0895 (0.1167) loss_rpn_box_reg: 0.0258 (0.0288) time: 1.0111 (1.0146) data: 0.0561 (0.0449) lr: 0.059643 max mem: 7935 2019-09-25 11:15:57,928 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(0.3708) loss_objectness: 0.0891 (0.1144) loss_rpn_box_reg: 0.0250 (0.0285) time: 1.0166 (1.0158) data: 0.0518 (0.0453) lr: 0.059565 max mem: 7935 2019-09-25 11:23:50,652 maskrcnn_benchmark.trainer INFO: eta: 23:52:35 iter: 5380 loss: 0.5535 (0.6406) loss_box_reg: 0.1245 (0.1272) loss_classifier: 0.3158 (0.3706) loss_objectness: 0.0864 (0.1143) loss_rpn_box_reg: 0.0253 (0.0285) time: 1.0026 (1.0158) data: 0.0472 (0.0453) lr: 0.059561 max mem: 7935 2019-09-25 11:24:12,601 maskrcnn_benchmark.trainer INFO: eta: 23:52:40 iter: 5400 loss: 0.5589 (0.6403) loss_box_reg: 0.1230 (0.1272) loss_classifier: 0.3204 (0.3704) loss_objectness: 0.0894 (0.1142) loss_rpn_box_reg: 0.0257 (0.0285) time: 1.0097 (1.0161) data: 0.0478 (0.0453) lr: 0.059557 max mem: 7935 2019-09-25 11:24:33,265 maskrcnn_benchmark.trainer INFO: eta: 23:52:25 iter: 5420 loss: 0.5361 (0.6400) loss_box_reg: 0.1199 (0.1272) loss_classifier: 0.3034 (0.3702) loss_objectness: 0.0866 (0.1141) loss_rpn_box_reg: 0.0246 (0.0285) time: 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(0.0459) lr: 0.059402 max mem: 7935 2019-09-25 11:38:12,257 maskrcnn_benchmark.trainer INFO: eta: 23:40:14 iter: 6220 loss: 0.5331 (0.6281) loss_box_reg: 0.1186 (0.1266) loss_classifier: 0.3018 (0.3627) loss_objectness: 0.0868 (0.1107) loss_rpn_box_reg: 0.0245 (0.0281) time: 1.0127 (1.0171) data: 0.0499 (0.0459) lr: 0.059397 max mem: 7935 2019-09-25 11:38:32,866 maskrcnn_benchmark.trainer INFO: eta: 23:39:57 iter: 6240 loss: 0.5357 (0.6278) loss_box_reg: 0.1251 (0.1266) loss_classifier: 0.3049 (0.3625) loss_objectness: 0.0843 (0.1106) loss_rpn_box_reg: 0.0255 (0.0281) time: 1.0178 (1.0172) data: 0.0438 (0.0459) lr: 0.059393 max mem: 7935 2019-09-25 11:38:53,746 maskrcnn_benchmark.trainer INFO: eta: 23:39:44 iter: 6260 loss: 0.5383 (0.6275) loss_box_reg: 0.1221 (0.1266) loss_classifier: 0.3041 (0.3623) loss_objectness: 0.0865 (0.1105) loss_rpn_box_reg: 0.0244 (0.0281) time: 1.0212 (1.0173) data: 0.0543 (0.0460) lr: 0.059389 max mem: 7935 2019-09-25 11:39:15,237 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(0.0455) lr: 0.059099 max mem: 7935 2019-09-25 11:59:50,076 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0007500.pth 2019-09-25 12:00:09,862 maskrcnn_benchmark.trainer INFO: eta: 23:17:21 iter: 7520 loss: 0.5361 (0.6117) loss_box_reg: 0.1254 (0.1257) loss_classifier: 0.3002 (0.3523) loss_objectness: 0.0812 (0.1061) loss_rpn_box_reg: 0.0247 (0.0276) time: 0.9762 (1.0165) data: 0.0317 (0.0455) lr: 0.059094 max mem: 7935 2019-09-25 12:00:29,605 maskrcnn_benchmark.trainer INFO: eta: 23:16:54 iter: 7540 loss: 0.5301 (0.6115) loss_box_reg: 0.1209 (0.1257) loss_classifier: 0.2981 (0.3522) loss_objectness: 0.0791 (0.1060) loss_rpn_box_reg: 0.0253 (0.0276) time: 0.9742 (1.0164) data: 0.0402 (0.0455) lr: 0.059089 max mem: 7935 2019-09-25 12:00:49,470 maskrcnn_benchmark.trainer INFO: eta: 23:16:29 iter: 7560 loss: 0.5117 (0.6113) loss_box_reg: 0.1147 (0.1257) loss_classifier: 0.2884 (0.3520) loss_objectness: 0.0816 (0.1060) loss_rpn_box_reg: 0.0242 (0.0276) time: 0.9927 (1.0164) data: 0.0366 (0.0455) lr: 0.059084 max mem: 7935 2019-09-25 12:01:09,569 maskrcnn_benchmark.trainer INFO: eta: 23:16:06 iter: 7580 loss: 0.5126 (0.6110) loss_box_reg: 0.1190 (0.1256) loss_classifier: 0.2933 (0.3519) loss_objectness: 0.0791 (0.1059) loss_rpn_box_reg: 0.0251 (0.0276) time: 0.9956 (1.0163) data: 0.0321 (0.0455) lr: 0.059078 max mem: 7935 2019-09-25 12:01:29,457 maskrcnn_benchmark.trainer INFO: eta: 23:15:41 iter: 7600 loss: 0.5000 (0.6108) loss_box_reg: 0.1174 (0.1256) loss_classifier: 0.2831 (0.3517) loss_objectness: 0.0797 (0.1058) loss_rpn_box_reg: 0.0243 (0.0276) time: 0.9953 (1.0163) data: 0.0312 (0.0454) lr: 0.059073 max mem: 7935 2019-09-25 12:01:49,518 maskrcnn_benchmark.trainer INFO: eta: 23:15:18 iter: 7620 loss: 0.5148 (0.6105) loss_box_reg: 0.1192 (0.1256) loss_classifier: 0.2898 (0.3515) loss_objectness: 0.0802 (0.1058) loss_rpn_box_reg: 0.0238 (0.0276) time: 0.9799 (1.0162) data: 0.0323 (0.0454) lr: 0.059068 max mem: 7935 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(0.0434) lr: 0.058469 max mem: 7935 2019-09-25 12:35:31,803 maskrcnn_benchmark.trainer INFO: eta: 22:33:41 iter: 9660 loss: 0.5013 (0.5897) loss_box_reg: 0.1174 (0.1240) loss_classifier: 0.2781 (0.3383) loss_objectness: 0.0788 (0.1004) loss_rpn_box_reg: 0.0250 (0.0270) time: 0.9694 (1.0110) data: 0.0343 (0.0434) lr: 0.058463 max mem: 7935 2019-09-25 12:35:51,522 maskrcnn_benchmark.trainer INFO: eta: 22:33:17 iter: 9680 loss: 0.4935 (0.5895) loss_box_reg: 0.1171 (0.1240) loss_classifier: 0.2766 (0.3382) loss_objectness: 0.0770 (0.1003) loss_rpn_box_reg: 0.0241 (0.0270) time: 0.9738 (1.0109) data: 0.0317 (0.0434) lr: 0.058456 max mem: 7935 2019-09-25 12:36:11,456 maskrcnn_benchmark.trainer INFO: eta: 22:32:55 iter: 9700 loss: 0.5053 (0.5893) loss_box_reg: 0.1180 (0.1240) loss_classifier: 0.2903 (0.3380) loss_objectness: 0.0790 (0.1003) loss_rpn_box_reg: 0.0250 (0.0270) time: 0.9967 (1.0109) data: 0.0340 (0.0434) lr: 0.058449 max mem: 7935 2019-09-25 12:36:31,034 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(0.0432) lr: 0.058382 max mem: 7935 2019-09-25 12:39:49,457 maskrcnn_benchmark.trainer INFO: eta: 22:28:37 iter: 9920 loss: 0.5030 (0.5874) loss_box_reg: 0.1206 (0.1238) loss_classifier: 0.2893 (0.3368) loss_objectness: 0.0767 (0.0998) loss_rpn_box_reg: 0.0237 (0.0269) time: 0.9789 (1.0105) data: 0.0329 (0.0432) lr: 0.058375 max mem: 7935 2019-09-25 12:40:09,058 maskrcnn_benchmark.trainer INFO: eta: 22:28:12 iter: 9940 loss: 0.5110 (0.5872) loss_box_reg: 0.1171 (0.1238) loss_classifier: 0.2902 (0.3367) loss_objectness: 0.0819 (0.0998) loss_rpn_box_reg: 0.0260 (0.0269) time: 0.9702 (1.0104) data: 0.0338 (0.0432) lr: 0.058368 max mem: 7935 2019-09-25 12:40:28,504 maskrcnn_benchmark.trainer INFO: eta: 22:27:45 iter: 9960 loss: 0.5027 (0.5871) loss_box_reg: 0.1169 (0.1238) loss_classifier: 0.2759 (0.3366) loss_objectness: 0.0781 (0.0997) loss_rpn_box_reg: 0.0250 (0.0269) time: 0.9668 (1.0103) data: 0.0316 (0.0431) lr: 0.058361 max mem: 7935 2019-09-25 12:40:48,089 maskrcnn_benchmark.trainer INFO: eta: 22:27:20 iter: 9980 loss: 0.4975 (0.5869) loss_box_reg: 0.1173 (0.1238) loss_classifier: 0.2812 (0.3365) loss_objectness: 0.0778 (0.0997) loss_rpn_box_reg: 0.0249 (0.0269) time: 0.9641 (1.0103) data: 0.0292 (0.0431) lr: 0.058354 max mem: 7935 2019-09-25 12:41:07,964 maskrcnn_benchmark.trainer INFO: eta: 22:26:57 iter: 10000 loss: 0.4982 (0.5867) loss_box_reg: 0.1143 (0.1238) loss_classifier: 0.2798 (0.3364) loss_objectness: 0.0756 (0.0997) loss_rpn_box_reg: 0.0230 (0.0269) time: 0.9890 (1.0102) data: 0.0370 (0.0431) lr: 0.058347 max mem: 7935 2019-09-25 12:41:07,966 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0010000.pth 2019-09-25 12:41:27,571 maskrcnn_benchmark.trainer INFO: eta: 22:26:32 iter: 10020 loss: 0.4844 (0.5866) loss_box_reg: 0.1138 (0.1238) loss_classifier: 0.2767 (0.3363) loss_objectness: 0.0762 (0.0996) loss_rpn_box_reg: 0.0226 (0.0269) time: 0.9734 (1.0102) data: 0.0319 (0.0431) lr: 0.058341 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(0.5667) loss_box_reg: 0.1123 (0.1219) loss_classifier: 0.2726 (0.3237) loss_objectness: 0.0740 (0.0948) loss_rpn_box_reg: 0.0234 (0.0263) time: 0.9764 (1.0057) data: 0.0358 (0.0417) lr: 0.057352 max mem: 7935 2019-09-25 13:23:37,401 maskrcnn_benchmark.trainer INFO: eta: 21:37:40 iter: 12580 loss: 0.4831 (0.5666) loss_box_reg: 0.1130 (0.1219) loss_classifier: 0.2675 (0.3236) loss_objectness: 0.0737 (0.0948) loss_rpn_box_reg: 0.0238 (0.0263) time: 0.9641 (1.0057) data: 0.0338 (0.0417) lr: 0.057343 max mem: 7935 2019-09-25 13:23:57,266 maskrcnn_benchmark.trainer INFO: eta: 21:37:19 iter: 12600 loss: 0.4792 (0.5665) loss_box_reg: 0.1122 (0.1219) loss_classifier: 0.2672 (0.3235) loss_objectness: 0.0745 (0.0948) loss_rpn_box_reg: 0.0247 (0.0263) time: 0.9753 (1.0057) data: 0.0364 (0.0417) lr: 0.057335 max mem: 7935 2019-09-25 13:24:16,963 maskrcnn_benchmark.trainer INFO: eta: 21:36:56 iter: 12620 loss: 0.4866 (0.5663) loss_box_reg: 0.1152 (0.1219) loss_classifier: 0.2731 (0.3234) 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loss_rpn_box_reg: 0.0212 (0.0254) time: 0.9547 (1.0003) data: 0.0333 (0.0400) lr: 0.054863 max mem: 7935 2019-09-25 14:43:30,458 maskrcnn_benchmark.trainer INFO: eta: 20:09:39 iter: 17440 loss: 0.4474 (0.5368) loss_box_reg: 0.1067 (0.1185) loss_classifier: 0.2498 (0.3047) loss_objectness: 0.0695 (0.0882) loss_rpn_box_reg: 0.0223 (0.0254) time: 0.9727 (1.0003) data: 0.0326 (0.0400) lr: 0.054851 max mem: 7935 2019-09-25 14:43:50,161 maskrcnn_benchmark.trainer INFO: eta: 20:09:18 iter: 17460 loss: 0.4470 (0.5367) loss_box_reg: 0.1053 (0.1185) loss_classifier: 0.2469 (0.3046) loss_objectness: 0.0678 (0.0882) loss_rpn_box_reg: 0.0228 (0.0254) time: 0.9844 (1.0003) data: 0.0334 (0.0400) lr: 0.054839 max mem: 7935 2019-09-25 14:44:09,936 maskrcnn_benchmark.trainer INFO: eta: 20:08:57 iter: 17480 loss: 0.4373 (0.5366) loss_box_reg: 0.1058 (0.1185) loss_classifier: 0.2408 (0.3045) loss_objectness: 0.0673 (0.0881) loss_rpn_box_reg: 0.0227 (0.0254) time: 0.9647 (1.0002) data: 0.0389 (0.0400) lr: 0.054827 max mem: 7935 2019-09-25 14:44:32,113 maskrcnn_benchmark.trainer INFO: eta: 20:08:46 iter: 17500 loss: 0.4437 (0.5365) loss_box_reg: 0.1073 (0.1185) loss_classifier: 0.2446 (0.3045) loss_objectness: 0.0682 (0.0881) loss_rpn_box_reg: 0.0228 (0.0254) time: 0.9706 (1.0004) data: 0.0346 (0.0400) lr: 0.054815 max mem: 7935 2019-09-25 14:44:32,115 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0017500.pth 2019-09-25 14:44:52,076 maskrcnn_benchmark.trainer INFO: eta: 20:08:26 iter: 17520 loss: 0.4375 (0.5364) loss_box_reg: 0.1054 (0.1185) loss_classifier: 0.2452 (0.3044) loss_objectness: 0.0674 (0.0881) loss_rpn_box_reg: 0.0221 (0.0254) time: 0.9858 (1.0004) data: 0.0357 (0.0400) lr: 0.054804 max mem: 7935 2019-09-25 14:45:11,554 maskrcnn_benchmark.trainer INFO: eta: 20:08:03 iter: 17540 loss: 0.4328 (0.5363) loss_box_reg: 0.1044 (0.1185) loss_classifier: 0.2427 (0.3043) loss_objectness: 0.0678 (0.0881) loss_rpn_box_reg: 0.0227 (0.0254) time: 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maskrcnn_benchmark.trainer INFO: eta: 18:43:06 iter: 22420 loss: 0.4097 (0.5135) loss_box_reg: 0.1009 (0.1155) loss_classifier: 0.2231 (0.2899) loss_objectness: 0.0626 (0.0834) loss_rpn_box_reg: 0.0213 (0.0247) time: 0.9770 (0.9971) data: 0.0383 (0.0391) lr: 0.051549 max mem: 7935 2019-09-25 16:05:42,669 maskrcnn_benchmark.trainer INFO: eta: 18:42:50 iter: 22440 loss: 0.4306 (0.5135) loss_box_reg: 0.1039 (0.1155) loss_classifier: 0.2382 (0.2898) loss_objectness: 0.0629 (0.0834) loss_rpn_box_reg: 0.0218 (0.0247) time: 0.9895 (0.9972) data: 0.0325 (0.0391) lr: 0.051535 max mem: 7935 2019-09-25 16:06:02,305 maskrcnn_benchmark.trainer INFO: eta: 18:42:29 iter: 22460 loss: 0.4123 (0.5134) loss_box_reg: 0.0978 (0.1155) loss_classifier: 0.2267 (0.2898) loss_objectness: 0.0656 (0.0834) loss_rpn_box_reg: 0.0228 (0.0247) time: 0.9660 (0.9972) data: 0.0347 (0.0391) lr: 0.051520 max mem: 7935 2019-09-25 16:06:22,203 maskrcnn_benchmark.trainer INFO: eta: 18:42:09 iter: 22480 loss: 0.4205 (0.5133) 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loss_classifier: 0.2293 (0.2888) loss_objectness: 0.0620 (0.0830) loss_rpn_box_reg: 0.0199 (0.0247) time: 0.9716 (0.9970) data: 0.0328 (0.0390) lr: 0.051224 max mem: 7935 2019-09-25 16:12:58,609 maskrcnn_benchmark.trainer INFO: eta: 18:35:23 iter: 22880 loss: 0.4117 (0.5117) loss_box_reg: 0.1010 (0.1153) loss_classifier: 0.2264 (0.2887) loss_objectness: 0.0632 (0.0830) loss_rpn_box_reg: 0.0212 (0.0247) time: 1.0028 (0.9971) data: 0.0361 (0.0390) lr: 0.051209 max mem: 7935 2019-09-25 16:13:18,459 maskrcnn_benchmark.trainer INFO: eta: 18:35:02 iter: 22900 loss: 0.4314 (0.5116) loss_box_reg: 0.1067 (0.1153) loss_classifier: 0.2345 (0.2887) loss_objectness: 0.0652 (0.0830) loss_rpn_box_reg: 0.0215 (0.0247) time: 0.9812 (0.9971) data: 0.0334 (0.0390) lr: 0.051195 max mem: 7935 2019-09-25 16:13:37,880 maskrcnn_benchmark.trainer INFO: eta: 18:34:41 iter: 22920 loss: 0.4114 (0.5116) loss_box_reg: 0.0977 (0.1153) loss_classifier: 0.2264 (0.2886) loss_objectness: 0.0635 (0.0830) 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eta: 18:01:16 iter: 24880 loss: 0.4253 (0.5040) loss_box_reg: 0.1063 (0.1142) loss_classifier: 0.2370 (0.2839) loss_objectness: 0.0635 (0.0815) loss_rpn_box_reg: 0.0211 (0.0244) time: 0.9541 (0.9963) data: 0.0359 (0.0388) lr: 0.049669 max mem: 7935 2019-09-25 16:46:12,325 maskrcnn_benchmark.trainer INFO: eta: 18:00:55 iter: 24900 loss: 0.4021 (0.5039) loss_box_reg: 0.0983 (0.1142) loss_classifier: 0.2205 (0.2838) loss_objectness: 0.0627 (0.0814) loss_rpn_box_reg: 0.0225 (0.0244) time: 0.9950 (0.9962) data: 0.0355 (0.0388) lr: 0.049653 max mem: 7935 2019-09-25 16:46:32,212 maskrcnn_benchmark.trainer INFO: eta: 18:00:35 iter: 24920 loss: 0.3933 (0.5038) loss_box_reg: 0.0981 (0.1142) loss_classifier: 0.2154 (0.2838) loss_objectness: 0.0616 (0.0814) loss_rpn_box_reg: 0.0202 (0.0244) time: 0.9853 (0.9962) data: 0.0334 (0.0388) lr: 0.049637 max mem: 7935 2019-09-25 16:46:51,949 maskrcnn_benchmark.trainer INFO: eta: 18:00:15 iter: 24940 loss: 0.4091 (0.5038) loss_box_reg: 0.0992 (0.1142) 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loss_rpn_box_reg: 0.0210 (0.0244) time: 0.9810 (0.9962) data: 0.0339 (0.0387) lr: 0.049573 max mem: 7935 2019-09-25 16:47:51,304 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0025000.pth 2019-09-25 16:48:11,061 maskrcnn_benchmark.trainer INFO: eta: 17:58:54 iter: 25020 loss: 0.4129 (0.5035) loss_box_reg: 0.1018 (0.1142) loss_classifier: 0.2251 (0.2835) loss_objectness: 0.0645 (0.0814) loss_rpn_box_reg: 0.0224 (0.0244) time: 0.9838 (0.9962) data: 0.0369 (0.0387) lr: 0.049557 max mem: 7935 2019-09-25 16:48:30,600 maskrcnn_benchmark.trainer INFO: eta: 17:58:33 iter: 25040 loss: 0.3936 (0.5034) loss_box_reg: 0.0980 (0.1142) loss_classifier: 0.2195 (0.2835) loss_objectness: 0.0593 (0.0813) loss_rpn_box_reg: 0.0211 (0.0244) time: 0.9592 (0.9962) data: 0.0344 (0.0387) lr: 0.049541 max mem: 7935 2019-09-25 16:48:50,218 maskrcnn_benchmark.trainer INFO: eta: 17:58:12 iter: 25060 loss: 0.4238 (0.5033) loss_box_reg: 0.1037 (0.1142) loss_classifier: 0.2278 (0.2834) loss_objectness: 0.0647 (0.0813) loss_rpn_box_reg: 0.0216 (0.0244) time: 0.9753 (0.9962) data: 0.0350 (0.0387) lr: 0.049525 max mem: 7935 2019-09-25 16:49:09,707 maskrcnn_benchmark.trainer INFO: eta: 17:57:51 iter: 25080 loss: 0.4285 (0.5033) loss_box_reg: 0.1052 (0.1141) loss_classifier: 0.2327 (0.2834) loss_objectness: 0.0639 (0.0813) loss_rpn_box_reg: 0.0211 (0.0244) time: 0.9571 (0.9962) data: 0.0362 (0.0387) lr: 0.049509 max mem: 7935 2019-09-25 16:49:28,807 maskrcnn_benchmark.trainer INFO: eta: 17:57:29 iter: 25100 loss: 0.3930 (0.5032) loss_box_reg: 0.0963 (0.1141) loss_classifier: 0.2197 (0.2833) loss_objectness: 0.0630 (0.0813) loss_rpn_box_reg: 0.0206 (0.0244) time: 0.9493 (0.9961) data: 0.0317 (0.0387) lr: 0.049493 max mem: 7935 2019-09-25 16:49:49,976 maskrcnn_benchmark.trainer INFO: eta: 17:57:12 iter: 25120 loss: 0.4157 (0.5031) loss_box_reg: 0.1020 (0.1141) loss_classifier: 0.2299 (0.2833) loss_objectness: 0.0621 (0.0813) loss_rpn_box_reg: 0.0208 (0.0244) time: 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(0.9961) data: 0.0371 (0.0387) lr: 0.049268 max mem: 7935 2019-09-25 16:54:26,038 maskrcnn_benchmark.trainer INFO: eta: 17:52:26 iter: 25400 loss: 0.4036 (0.5021) loss_box_reg: 0.0985 (0.1140) loss_classifier: 0.2180 (0.2827) loss_objectness: 0.0627 (0.0811) loss_rpn_box_reg: 0.0216 (0.0244) time: 0.9841 (0.9961) data: 0.0356 (0.0387) lr: 0.049252 max mem: 7935 2019-09-25 16:54:45,917 maskrcnn_benchmark.trainer INFO: eta: 17:52:06 iter: 25420 loss: 0.4079 (0.5020) loss_box_reg: 0.1007 (0.1140) loss_classifier: 0.2223 (0.2826) loss_objectness: 0.0604 (0.0811) loss_rpn_box_reg: 0.0212 (0.0244) time: 0.9807 (0.9961) data: 0.0338 (0.0387) lr: 0.049236 max mem: 7935 2019-09-25 16:55:05,567 maskrcnn_benchmark.trainer INFO: eta: 17:51:45 iter: 25440 loss: 0.4101 (0.5019) loss_box_reg: 0.1015 (0.1140) loss_classifier: 0.2294 (0.2826) loss_objectness: 0.0604 (0.0810) loss_rpn_box_reg: 0.0214 (0.0244) time: 0.9690 (0.9961) data: 0.0335 (0.0387) lr: 0.049220 max mem: 7935 2019-09-25 16:55:25,257 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maskrcnn_benchmark.trainer INFO: eta: 16:30:22 iter: 29940 loss: 0.3856 (0.4870) loss_box_reg: 0.0974 (0.1118) loss_classifier: 0.2122 (0.2732) loss_objectness: 0.0610 (0.0781) loss_rpn_box_reg: 0.0208 (0.0239) time: 0.9313 (0.9894) data: 0.0318 (0.0379) lr: 0.045357 max mem: 7935 2019-09-25 18:06:46,444 maskrcnn_benchmark.trainer INFO: eta: 16:30:00 iter: 29960 loss: 0.3998 (0.4870) loss_box_reg: 0.0986 (0.1118) loss_classifier: 0.2184 (0.2732) loss_objectness: 0.0611 (0.0781) loss_rpn_box_reg: 0.0215 (0.0239) time: 0.9224 (0.9893) data: 0.0339 (0.0379) lr: 0.045339 max mem: 7935 2019-09-25 18:07:05,493 maskrcnn_benchmark.trainer INFO: eta: 16:29:38 iter: 29980 loss: 0.4066 (0.4869) loss_box_reg: 0.1018 (0.1118) loss_classifier: 0.2218 (0.2731) loss_objectness: 0.0622 (0.0781) loss_rpn_box_reg: 0.0214 (0.0239) time: 0.9427 (0.9893) data: 0.0283 (0.0379) lr: 0.045321 max mem: 7935 2019-09-25 18:07:24,019 maskrcnn_benchmark.trainer INFO: eta: 16:29:16 iter: 30000 loss: 0.3903 (0.4868) 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loss_classifier: 0.2254 (0.2729) loss_objectness: 0.0616 (0.0780) loss_rpn_box_reg: 0.0206 (0.0239) time: 0.9456 (0.9891) data: 0.0299 (0.0379) lr: 0.045194 max mem: 7935 2019-09-25 18:09:37,126 maskrcnn_benchmark.trainer INFO: eta: 16:26:47 iter: 30140 loss: 0.3994 (0.4864) loss_box_reg: 0.0988 (0.1118) loss_classifier: 0.2183 (0.2728) loss_objectness: 0.0611 (0.0780) loss_rpn_box_reg: 0.0215 (0.0239) time: 0.9280 (0.9891) data: 0.0281 (0.0379) lr: 0.045176 max mem: 7935 2019-09-25 18:09:55,958 maskrcnn_benchmark.trainer INFO: eta: 16:26:25 iter: 30160 loss: 0.3922 (0.4864) loss_box_reg: 0.0984 (0.1118) loss_classifier: 0.2167 (0.2728) loss_objectness: 0.0600 (0.0780) loss_rpn_box_reg: 0.0199 (0.0239) time: 0.9318 (0.9891) data: 0.0324 (0.0379) lr: 0.045158 max mem: 7935 2019-09-25 18:10:14,778 maskrcnn_benchmark.trainer INFO: eta: 16:26:03 iter: 30180 loss: 0.4000 (0.4863) loss_box_reg: 0.0992 (0.1117) loss_classifier: 0.2158 (0.2728) loss_objectness: 0.0603 (0.0780) 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maskrcnn_benchmark.trainer INFO: eta: 13:35:42 iter: 39920 loss: 0.3702 (0.4607) loss_box_reg: 0.0950 (0.1079) loss_classifier: 0.2008 (0.2567) loss_objectness: 0.0550 (0.0730) loss_rpn_box_reg: 0.0200 (0.0230) time: 0.9564 (0.9773) data: 0.0380 (0.0373) lr: 0.035580 max mem: 7935 2019-09-25 20:43:17,927 maskrcnn_benchmark.trainer INFO: eta: 13:35:22 iter: 39940 loss: 0.3577 (0.4607) loss_box_reg: 0.0923 (0.1079) loss_classifier: 0.1937 (0.2567) loss_objectness: 0.0529 (0.0730) loss_rpn_box_reg: 0.0201 (0.0230) time: 0.9166 (0.9773) data: 0.0333 (0.0373) lr: 0.035559 max mem: 7935 2019-09-25 20:43:36,718 maskrcnn_benchmark.trainer INFO: eta: 13:35:01 iter: 39960 loss: 0.3707 (0.4606) loss_box_reg: 0.0940 (0.1079) loss_classifier: 0.2002 (0.2567) loss_objectness: 0.0553 (0.0730) loss_rpn_box_reg: 0.0201 (0.0230) time: 0.9387 (0.9773) data: 0.0328 (0.0373) lr: 0.035539 max mem: 7935 2019-09-25 20:43:55,539 maskrcnn_benchmark.trainer INFO: eta: 13:34:41 iter: 39980 loss: 0.3730 (0.4606) 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0.0352 (0.0373) lr: 0.030305 max mem: 7935 2019-09-25 22:02:26,413 maskrcnn_benchmark.trainer INFO: eta: 12:10:19 iter: 44980 loss: 0.3619 (0.4498) loss_box_reg: 0.0923 (0.1063) loss_classifier: 0.1892 (0.2499) loss_objectness: 0.0540 (0.0709) loss_rpn_box_reg: 0.0192 (0.0227) time: 0.9184 (0.9733) data: 0.0409 (0.0373) lr: 0.030284 max mem: 7935 2019-09-25 22:02:45,162 maskrcnn_benchmark.trainer INFO: eta: 12:09:59 iter: 45000 loss: 0.3379 (0.4498) loss_box_reg: 0.0880 (0.1063) loss_classifier: 0.1807 (0.2499) loss_objectness: 0.0517 (0.0709) loss_rpn_box_reg: 0.0188 (0.0227) time: 0.9243 (0.9733) data: 0.0380 (0.0373) lr: 0.030263 max mem: 7935 2019-09-25 22:02:45,163 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0045000.pth 2019-09-25 22:03:03,731 maskrcnn_benchmark.trainer INFO: eta: 12:09:39 iter: 45020 loss: 0.3492 (0.4497) loss_box_reg: 0.0885 (0.1063) loss_classifier: 0.1877 (0.2499) loss_objectness: 0.0519 (0.0709) loss_rpn_box_reg: 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loss_rpn_box_reg: 0.0189 (0.0225) time: 0.9296 (0.9717) data: 0.0363 (0.0374) lr: 0.027444 max mem: 7935 2019-09-25 22:45:16,239 maskrcnn_benchmark.trainer INFO: eta: 11:25:03 iter: 47700 loss: 0.3425 (0.4444) loss_box_reg: 0.0899 (0.1054) loss_classifier: 0.1851 (0.2466) loss_objectness: 0.0503 (0.0699) loss_rpn_box_reg: 0.0184 (0.0225) time: 0.9140 (0.9717) data: 0.0322 (0.0374) lr: 0.027423 max mem: 7935 2019-09-25 22:45:34,787 maskrcnn_benchmark.trainer INFO: eta: 11:24:43 iter: 47720 loss: 0.3322 (0.4444) loss_box_reg: 0.0865 (0.1054) loss_classifier: 0.1812 (0.2466) loss_objectness: 0.0486 (0.0699) loss_rpn_box_reg: 0.0176 (0.0225) time: 0.9114 (0.9717) data: 0.0333 (0.0374) lr: 0.027402 max mem: 7935 2019-09-25 22:45:53,741 maskrcnn_benchmark.trainer INFO: eta: 11:24:23 iter: 47740 loss: 0.3420 (0.4443) loss_box_reg: 0.0891 (0.1054) loss_classifier: 0.1880 (0.2465) loss_objectness: 0.0492 (0.0699) loss_rpn_box_reg: 0.0188 (0.0225) time: 0.9342 (0.9717) data: 0.0362 (0.0374) lr: 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loss_rpn_box_reg: 0.0181 (0.0223) time: 0.9382 (0.9706) data: 0.0386 (0.0374) lr: 0.025271 max mem: 7935 2019-09-25 23:18:04,406 maskrcnn_benchmark.trainer INFO: eta: 10:50:39 iter: 49780 loss: 0.3532 (0.4405) loss_box_reg: 0.0882 (0.1048) loss_classifier: 0.1853 (0.2441) loss_objectness: 0.0537 (0.0692) loss_rpn_box_reg: 0.0191 (0.0223) time: 0.9402 (0.9706) data: 0.0378 (0.0374) lr: 0.025250 max mem: 7935 2019-09-25 23:18:23,842 maskrcnn_benchmark.trainer INFO: eta: 10:50:19 iter: 49800 loss: 0.3548 (0.4405) loss_box_reg: 0.0906 (0.1048) loss_classifier: 0.1886 (0.2441) loss_objectness: 0.0545 (0.0692) loss_rpn_box_reg: 0.0193 (0.0223) time: 0.9494 (0.9706) data: 0.0428 (0.0374) lr: 0.025229 max mem: 7935 2019-09-25 23:18:42,455 maskrcnn_benchmark.trainer INFO: eta: 10:49:59 iter: 49820 loss: 0.3569 (0.4404) loss_box_reg: 0.0927 (0.1048) loss_classifier: 0.1897 (0.2441) loss_objectness: 0.0539 (0.0692) loss_rpn_box_reg: 0.0192 (0.0223) time: 0.9247 (0.9706) data: 0.0335 (0.0374) lr: 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eta: 10:48:40 iter: 49900 loss: 0.3477 (0.4403) loss_box_reg: 0.0902 (0.1048) loss_classifier: 0.1834 (0.2440) loss_objectness: 0.0524 (0.0692) loss_rpn_box_reg: 0.0199 (0.0223) time: 0.9633 (0.9706) data: 0.0366 (0.0374) lr: 0.025125 max mem: 7935 2019-09-25 23:20:17,453 maskrcnn_benchmark.trainer INFO: eta: 10:48:21 iter: 49920 loss: 0.3437 (0.4403) loss_box_reg: 0.0883 (0.1048) loss_classifier: 0.1858 (0.2440) loss_objectness: 0.0510 (0.0692) loss_rpn_box_reg: 0.0191 (0.0223) time: 0.9380 (0.9706) data: 0.0338 (0.0374) lr: 0.025104 max mem: 7935 2019-09-25 23:20:35,960 maskrcnn_benchmark.trainer INFO: eta: 10:48:00 iter: 49940 loss: 0.3438 (0.4402) loss_box_reg: 0.0905 (0.1048) loss_classifier: 0.1829 (0.2440) loss_objectness: 0.0505 (0.0691) loss_rpn_box_reg: 0.0189 (0.0223) time: 0.9222 (0.9706) data: 0.0356 (0.0374) lr: 0.025083 max mem: 7935 2019-09-25 23:20:55,003 maskrcnn_benchmark.trainer INFO: eta: 10:47:41 iter: 49960 loss: 0.3416 (0.4402) loss_box_reg: 0.0863 (0.1048) 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(0.4303) loss_box_reg: 0.0858 (0.1032) loss_classifier: 0.1739 (0.2378) loss_objectness: 0.0494 (0.0673) loss_rpn_box_reg: 0.0176 (0.0220) time: 0.9888 (0.9710) data: 0.0390 (0.0377) lr: 0.019339 max mem: 7935 2019-09-26 00:52:52,504 maskrcnn_benchmark.trainer INFO: eta: 9:16:22 iter: 55620 loss: 0.3378 (0.4303) loss_box_reg: 0.0867 (0.1032) loss_classifier: 0.1803 (0.2378) loss_objectness: 0.0515 (0.0673) loss_rpn_box_reg: 0.0186 (0.0220) time: 0.9888 (0.9710) data: 0.0398 (0.0377) lr: 0.019319 max mem: 7935 2019-09-26 00:53:12,247 maskrcnn_benchmark.trainer INFO: eta: 9:16:03 iter: 55640 loss: 0.3392 (0.4303) loss_box_reg: 0.0899 (0.1032) loss_classifier: 0.1851 (0.2377) loss_objectness: 0.0497 (0.0673) loss_rpn_box_reg: 0.0186 (0.0220) time: 0.9910 (0.9710) data: 0.0385 (0.0377) lr: 0.019300 max mem: 7935 2019-09-26 00:53:32,263 maskrcnn_benchmark.trainer INFO: eta: 9:15:44 iter: 55660 loss: 0.3240 (0.4302) loss_box_reg: 0.0880 (0.1032) loss_classifier: 0.1728 (0.2377) 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(0.0379) lr: 0.015446 max mem: 7935 2019-09-26 02:00:51,435 maskrcnn_benchmark.trainer INFO: eta: 8:11:20 iter: 59700 loss: 0.3205 (0.4237) loss_box_reg: 0.0832 (0.1022) loss_classifier: 0.1686 (0.2336) loss_objectness: 0.0485 (0.0661) loss_rpn_box_reg: 0.0185 (0.0218) time: 1.0084 (0.9730) data: 0.0401 (0.0379) lr: 0.015428 max mem: 7935 2019-09-26 02:01:11,857 maskrcnn_benchmark.trainer INFO: eta: 8:11:01 iter: 59720 loss: 0.3234 (0.4236) loss_box_reg: 0.0878 (0.1022) loss_classifier: 0.1702 (0.2336) loss_objectness: 0.0462 (0.0661) loss_rpn_box_reg: 0.0176 (0.0218) time: 1.0094 (0.9730) data: 0.0399 (0.0379) lr: 0.015409 max mem: 7935 2019-09-26 02:01:32,352 maskrcnn_benchmark.trainer INFO: eta: 8:10:42 iter: 59740 loss: 0.3186 (0.4236) loss_box_reg: 0.0861 (0.1022) loss_classifier: 0.1683 (0.2336) loss_objectness: 0.0467 (0.0661) loss_rpn_box_reg: 0.0178 (0.0218) time: 1.0260 (0.9730) data: 0.0407 (0.0379) lr: 0.015391 max mem: 7935 2019-09-26 02:01:52,782 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(0.0379) lr: 0.015207 max mem: 7935 2019-09-26 02:05:17,197 maskrcnn_benchmark.trainer INFO: eta: 8:07:14 iter: 59960 loss: 0.3294 (0.4232) loss_box_reg: 0.0853 (0.1021) loss_classifier: 0.1754 (0.2333) loss_objectness: 0.0481 (0.0660) loss_rpn_box_reg: 0.0190 (0.0217) time: 1.0133 (0.9732) data: 0.0386 (0.0379) lr: 0.015189 max mem: 7935 2019-09-26 02:05:37,643 maskrcnn_benchmark.trainer INFO: eta: 8:06:55 iter: 59980 loss: 0.3200 (0.4232) loss_box_reg: 0.0844 (0.1021) loss_classifier: 0.1709 (0.2333) loss_objectness: 0.0481 (0.0660) loss_rpn_box_reg: 0.0181 (0.0217) time: 1.0285 (0.9732) data: 0.0377 (0.0379) lr: 0.015171 max mem: 7935 2019-09-26 02:05:57,761 maskrcnn_benchmark.trainer INFO: eta: 8:06:35 iter: 60000 loss: 0.3274 (0.4232) loss_box_reg: 0.0853 (0.1021) loss_classifier: 0.1761 (0.2333) loss_objectness: 0.0480 (0.0660) loss_rpn_box_reg: 0.0176 (0.0217) time: 0.9989 (0.9732) data: 0.0376 (0.0379) lr: 0.015152 max mem: 7935 2019-09-26 02:05:57,765 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0060000.pth 2019-09-26 02:06:17,889 maskrcnn_benchmark.trainer INFO: eta: 8:06:16 iter: 60020 loss: 0.3232 (0.4232) loss_box_reg: 0.0857 (0.1021) loss_classifier: 0.1728 (0.2333) loss_objectness: 0.0476 (0.0660) loss_rpn_box_reg: 0.0187 (0.0217) time: 1.0083 (0.9732) data: 0.0421 (0.0379) lr: 0.015134 max mem: 7935 2019-09-26 02:06:38,672 maskrcnn_benchmark.trainer INFO: eta: 8:05:58 iter: 60040 loss: 0.3271 (0.4231) loss_box_reg: 0.0852 (0.1021) loss_classifier: 0.1744 (0.2333) loss_objectness: 0.0478 (0.0660) loss_rpn_box_reg: 0.0178 (0.0217) time: 1.0386 (0.9732) data: 0.0423 (0.0379) lr: 0.015116 max mem: 7935 2019-09-26 02:06:58,996 maskrcnn_benchmark.trainer INFO: eta: 8:05:39 iter: 60060 loss: 0.3362 (0.4231) loss_box_reg: 0.0873 (0.1021) loss_classifier: 0.1789 (0.2332) loss_objectness: 0.0501 (0.0660) loss_rpn_box_reg: 0.0196 (0.0217) time: 1.0111 (0.9732) data: 0.0386 (0.0379) lr: 0.015097 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(0.0381) lr: 0.011040 max mem: 7935 2019-09-26 03:27:20,438 maskrcnn_benchmark.trainer INFO: eta: 6:51:01 iter: 64760 loss: 0.3159 (0.4159) loss_box_reg: 0.0833 (0.1010) loss_classifier: 0.1675 (0.2288) loss_objectness: 0.0481 (0.0647) loss_rpn_box_reg: 0.0185 (0.0215) time: 1.0213 (0.9771) data: 0.0397 (0.0381) lr: 0.011024 max mem: 7935 2019-09-26 03:27:41,158 maskrcnn_benchmark.trainer INFO: eta: 6:50:42 iter: 64780 loss: 0.3203 (0.4159) loss_box_reg: 0.0843 (0.1010) loss_classifier: 0.1681 (0.2287) loss_objectness: 0.0470 (0.0647) loss_rpn_box_reg: 0.0174 (0.0215) time: 1.0286 (0.9771) data: 0.0387 (0.0381) lr: 0.011007 max mem: 7935 2019-09-26 03:28:01,769 maskrcnn_benchmark.trainer INFO: eta: 6:50:22 iter: 64800 loss: 0.3189 (0.4159) loss_box_reg: 0.0834 (0.1009) loss_classifier: 0.1674 (0.2287) loss_objectness: 0.0458 (0.0647) loss_rpn_box_reg: 0.0185 (0.0215) time: 1.0201 (0.9771) data: 0.0419 (0.0381) lr: 0.010991 max mem: 7935 2019-09-26 03:28:22,209 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(0.0381) lr: 0.010829 max mem: 7935 2019-09-26 03:31:29,173 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0065000.pth 2019-09-26 03:31:50,834 maskrcnn_benchmark.trainer INFO: eta: 6:46:53 iter: 65020 loss: 0.3104 (0.4155) loss_box_reg: 0.0834 (0.1009) loss_classifier: 0.1651 (0.2285) loss_objectness: 0.0448 (0.0646) loss_rpn_box_reg: 0.0182 (0.0215) time: 1.0219 (0.9773) data: 0.0383 (0.0381) lr: 0.010812 max mem: 7935 2019-09-26 03:32:12,609 maskrcnn_benchmark.trainer INFO: eta: 6:46:34 iter: 65040 loss: 0.3150 (0.4155) loss_box_reg: 0.0866 (0.1009) loss_classifier: 0.1679 (0.2285) loss_objectness: 0.0469 (0.0646) loss_rpn_box_reg: 0.0175 (0.0215) time: 1.0182 (0.9773) data: 0.0429 (0.0381) lr: 0.010796 max mem: 7935 2019-09-26 03:32:33,325 maskrcnn_benchmark.trainer INFO: eta: 6:46:15 iter: 65060 loss: 0.3222 (0.4155) loss_box_reg: 0.0849 (0.1009) loss_classifier: 0.1695 (0.2285) loss_objectness: 0.0469 (0.0646) loss_rpn_box_reg: 0.0185 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(0.0383) lr: 0.008955 max mem: 7935 2019-09-26 04:13:26,621 maskrcnn_benchmark.trainer INFO: eta: 6:08:38 iter: 67420 loss: 0.2997 (0.4120) loss_box_reg: 0.0809 (0.1003) loss_classifier: 0.1603 (0.2263) loss_objectness: 0.0440 (0.0640) loss_rpn_box_reg: 0.0172 (0.0214) time: 1.0323 (0.9795) data: 0.0484 (0.0383) lr: 0.008940 max mem: 7935 2019-09-26 04:13:46,649 maskrcnn_benchmark.trainer INFO: eta: 6:08:18 iter: 67440 loss: 0.3183 (0.4120) loss_box_reg: 0.0877 (0.1003) loss_classifier: 0.1677 (0.2263) loss_objectness: 0.0471 (0.0640) loss_rpn_box_reg: 0.0183 (0.0214) time: 0.9986 (0.9796) data: 0.0368 (0.0383) lr: 0.008925 max mem: 7935 2019-09-26 04:14:07,014 maskrcnn_benchmark.trainer INFO: eta: 6:07:59 iter: 67460 loss: 0.3176 (0.4119) loss_box_reg: 0.0861 (0.1003) loss_classifier: 0.1670 (0.2263) loss_objectness: 0.0446 (0.0640) loss_rpn_box_reg: 0.0178 (0.0214) time: 1.0150 (0.9796) data: 0.0443 (0.0383) lr: 0.008910 max mem: 7935 2019-09-26 04:14:27,929 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(0.0389) lr: 0.004138 max mem: 7935 2019-09-26 06:21:57,619 maskrcnn_benchmark.trainer INFO: eta: 4:08:12 iter: 74880 loss: 0.3051 (0.4015) loss_box_reg: 0.0839 (0.0986) loss_classifier: 0.1553 (0.2197) loss_objectness: 0.0453 (0.0621) loss_rpn_box_reg: 0.0177 (0.0210) time: 1.0243 (0.9849) data: 0.0474 (0.0389) lr: 0.004127 max mem: 7935 2019-09-26 06:22:19,813 maskrcnn_benchmark.trainer INFO: eta: 4:07:53 iter: 74900 loss: 0.2875 (0.4015) loss_box_reg: 0.0775 (0.0986) loss_classifier: 0.1521 (0.2197) loss_objectness: 0.0428 (0.0621) loss_rpn_box_reg: 0.0169 (0.0210) time: 1.0427 (0.9850) data: 0.0440 (0.0389) lr: 0.004116 max mem: 7935 2019-09-26 06:22:40,818 maskrcnn_benchmark.trainer INFO: eta: 4:07:33 iter: 74920 loss: 0.2958 (0.4015) loss_box_reg: 0.0824 (0.0986) loss_classifier: 0.1546 (0.2197) loss_objectness: 0.0447 (0.0621) loss_rpn_box_reg: 0.0182 (0.0210) time: 1.0422 (0.9850) data: 0.0450 (0.0389) lr: 0.004106 max mem: 7935 2019-09-26 06:23:01,479 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(0.0393) lr: 0.001858 max mem: 7935 2019-09-26 07:49:31,258 maskrcnn_benchmark.trainer INFO: eta: 2:45:42 iter: 79940 loss: 0.2930 (0.3949) loss_box_reg: 0.0792 (0.0976) loss_classifier: 0.1500 (0.2156) loss_objectness: 0.0431 (0.0610) loss_rpn_box_reg: 0.0173 (0.0208) time: 1.0218 (0.9883) data: 0.0397 (0.0393) lr: 0.001851 max mem: 7935 2019-09-26 07:49:51,786 maskrcnn_benchmark.trainer INFO: eta: 2:45:22 iter: 79960 loss: 0.2852 (0.3949) loss_box_reg: 0.0781 (0.0975) loss_classifier: 0.1470 (0.2155) loss_objectness: 0.0410 (0.0609) loss_rpn_box_reg: 0.0166 (0.0208) time: 1.0131 (0.9883) data: 0.0398 (0.0393) lr: 0.001844 max mem: 7935 2019-09-26 07:50:12,944 maskrcnn_benchmark.trainer INFO: eta: 2:45:03 iter: 79980 loss: 0.2934 (0.3948) loss_box_reg: 0.0801 (0.0975) loss_classifier: 0.1535 (0.2155) loss_objectness: 0.0425 (0.0609) loss_rpn_box_reg: 0.0174 (0.0208) time: 1.0434 (0.9883) data: 0.0456 (0.0393) lr: 0.001837 max mem: 7935 2019-09-26 07:50:33,931 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(0.0395) lr: 0.001084 max mem: 7935 2019-09-26 08:31:12,988 maskrcnn_benchmark.trainer INFO: eta: 2:06:22 iter: 82340 loss: 0.2924 (0.3919) loss_box_reg: 0.0810 (0.0971) loss_classifier: 0.1500 (0.2137) loss_objectness: 0.0432 (0.0604) loss_rpn_box_reg: 0.0178 (0.0207) time: 1.0389 (0.9899) data: 0.0393 (0.0395) lr: 0.001078 max mem: 7935 2019-09-26 08:31:33,744 maskrcnn_benchmark.trainer INFO: eta: 2:06:02 iter: 82360 loss: 0.2916 (0.3918) loss_box_reg: 0.0787 (0.0971) loss_classifier: 0.1501 (0.2136) loss_objectness: 0.0420 (0.0604) loss_rpn_box_reg: 0.0179 (0.0207) time: 1.0202 (0.9899) data: 0.0425 (0.0395) lr: 0.001072 max mem: 7935 2019-09-26 08:31:54,755 maskrcnn_benchmark.trainer INFO: eta: 2:05:43 iter: 82380 loss: 0.2940 (0.3918) loss_box_reg: 0.0806 (0.0970) loss_classifier: 0.1533 (0.2136) loss_objectness: 0.0426 (0.0604) loss_rpn_box_reg: 0.0175 (0.0207) time: 1.0451 (0.9899) data: 0.0349 (0.0395) lr: 0.001067 max mem: 7935 2019-09-26 08:32:15,128 maskrcnn_benchmark.trainer INFO: eta: 2:05:23 iter: 82400 loss: 0.2773 (0.3918) loss_box_reg: 0.0791 (0.0970) loss_classifier: 0.1436 (0.2136) loss_objectness: 0.0398 (0.0604) loss_rpn_box_reg: 0.0170 (0.0207) time: 1.0137 (0.9899) data: 0.0440 (0.0395) lr: 0.001061 max mem: 7935 2019-09-26 08:32:36,069 maskrcnn_benchmark.trainer INFO: eta: 2:05:03 iter: 82420 loss: 0.2818 (0.3918) loss_box_reg: 0.0786 (0.0970) loss_classifier: 0.1486 (0.2136) loss_objectness: 0.0412 (0.0604) loss_rpn_box_reg: 0.0175 (0.0207) time: 1.0299 (0.9899) data: 0.0415 (0.0395) lr: 0.001056 max mem: 7935 2019-09-26 08:32:56,714 maskrcnn_benchmark.trainer INFO: eta: 2:04:43 iter: 82440 loss: 0.2844 (0.3917) loss_box_reg: 0.0805 (0.0970) loss_classifier: 0.1427 (0.2136) loss_objectness: 0.0426 (0.0604) loss_rpn_box_reg: 0.0183 (0.0207) time: 1.0305 (0.9899) data: 0.0408 (0.0395) lr: 0.001050 max mem: 7935 2019-09-26 08:33:17,131 maskrcnn_benchmark.trainer INFO: eta: 2:04:24 iter: 82460 loss: 0.2872 (0.3917) 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(0.0397) lr: 0.000465 max mem: 7935 2019-09-26 09:17:06,555 maskrcnn_benchmark.trainer INFO: eta: 1:22:36 iter: 85000 loss: 0.2904 (0.3887) loss_box_reg: 0.0803 (0.0965) loss_classifier: 0.1484 (0.2116) loss_objectness: 0.0432 (0.0599) loss_rpn_box_reg: 0.0176 (0.0206) time: 1.0151 (0.9913) data: 0.0509 (0.0397) lr: 0.000461 max mem: 7935 2019-09-26 09:17:06,557 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0085000.pth 2019-09-26 09:17:27,099 maskrcnn_benchmark.trainer INFO: eta: 1:22:16 iter: 85020 loss: 0.2891 (0.3886) loss_box_reg: 0.0804 (0.0965) loss_classifier: 0.1514 (0.2116) loss_objectness: 0.0425 (0.0599) loss_rpn_box_reg: 0.0173 (0.0206) time: 1.0148 (0.9913) data: 0.0435 (0.0397) lr: 0.000457 max mem: 7935 2019-09-26 09:17:47,947 maskrcnn_benchmark.trainer INFO: eta: 1:21:56 iter: 85040 loss: 0.2844 (0.3886) loss_box_reg: 0.0780 (0.0965) loss_classifier: 0.1460 (0.2116) loss_objectness: 0.0425 (0.0599) loss_rpn_box_reg: 0.0174 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(0.0399) lr: 0.000127 max mem: 7935 2019-09-26 09:58:35,251 maskrcnn_benchmark.trainer INFO: eta: 0:43:00 iter: 87400 loss: 0.2918 (0.3859) loss_box_reg: 0.0802 (0.0961) loss_classifier: 0.1524 (0.2099) loss_objectness: 0.0446 (0.0594) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.0241 (0.9926) data: 0.0447 (0.0399) lr: 0.000125 max mem: 7935 2019-09-26 09:58:55,948 maskrcnn_benchmark.trainer INFO: eta: 0:42:40 iter: 87420 loss: 0.2807 (0.3859) loss_box_reg: 0.0775 (0.0961) loss_classifier: 0.1445 (0.2099) loss_objectness: 0.0411 (0.0594) loss_rpn_box_reg: 0.0165 (0.0205) time: 1.0282 (0.9926) data: 0.0413 (0.0399) lr: 0.000123 max mem: 7935 2019-09-26 09:59:17,538 maskrcnn_benchmark.trainer INFO: eta: 0:42:21 iter: 87440 loss: 0.2828 (0.3858) loss_box_reg: 0.0774 (0.0961) loss_classifier: 0.1476 (0.2099) loss_objectness: 0.0402 (0.0594) loss_rpn_box_reg: 0.0166 (0.0205) time: 1.0349 (0.9926) data: 0.0459 (0.0399) lr: 0.000121 max mem: 7935 2019-09-26 09:59:39,561 maskrcnn_benchmark.trainer INFO: eta: 0:42:01 iter: 87460 loss: 0.2884 (0.3858) loss_box_reg: 0.0778 (0.0961) loss_classifier: 0.1474 (0.2098) loss_objectness: 0.0418 (0.0594) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.0405 (0.9926) data: 0.0452 (0.0399) lr: 0.000119 max mem: 7935 2019-09-26 09:59:59,813 maskrcnn_benchmark.trainer INFO: eta: 0:41:41 iter: 87480 loss: 0.2892 (0.3858) loss_box_reg: 0.0798 (0.0961) loss_classifier: 0.1482 (0.2098) loss_objectness: 0.0423 (0.0594) loss_rpn_box_reg: 0.0174 (0.0205) time: 1.0093 (0.9926) data: 0.0451 (0.0399) lr: 0.000117 max mem: 7935 2019-09-26 10:00:20,184 maskrcnn_benchmark.trainer INFO: eta: 0:41:21 iter: 87500 loss: 0.2829 (0.3858) loss_box_reg: 0.0804 (0.0961) loss_classifier: 0.1462 (0.2098) loss_objectness: 0.0414 (0.0594) loss_rpn_box_reg: 0.0175 (0.0205) time: 1.0155 (0.9926) data: 0.0461 (0.0399) lr: 0.000115 max mem: 7935 2019-09-26 10:00:20,187 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to 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INFO: eta: 0:40:02 iter: 87580 loss: 0.2981 (0.3857) loss_box_reg: 0.0824 (0.0960) loss_classifier: 0.1518 (0.2098) loss_objectness: 0.0441 (0.0593) loss_rpn_box_reg: 0.0176 (0.0205) time: 1.0064 (0.9927) data: 0.0441 (0.0399) lr: 0.000108 max mem: 7935 2019-09-26 10:02:03,703 maskrcnn_benchmark.trainer INFO: eta: 0:39:42 iter: 87600 loss: 0.3036 (0.3857) loss_box_reg: 0.0825 (0.0960) loss_classifier: 0.1535 (0.2097) loss_objectness: 0.0454 (0.0593) loss_rpn_box_reg: 0.0180 (0.0205) time: 1.0472 (0.9927) data: 0.0489 (0.0399) lr: 0.000106 max mem: 7935 2019-09-26 10:02:24,547 maskrcnn_benchmark.trainer INFO: eta: 0:39:22 iter: 87620 loss: 0.2758 (0.3856) loss_box_reg: 0.0763 (0.0960) loss_classifier: 0.1426 (0.2097) loss_objectness: 0.0402 (0.0593) loss_rpn_box_reg: 0.0170 (0.0205) time: 1.0350 (0.9927) data: 0.0465 (0.0399) lr: 0.000105 max mem: 7935 2019-09-26 10:02:44,653 maskrcnn_benchmark.trainer INFO: eta: 0:39:02 iter: 87640 loss: 0.2813 (0.3856) loss_box_reg: 0.0793 (0.0960) loss_classifier: 0.1468 (0.2097) loss_objectness: 0.0405 (0.0593) loss_rpn_box_reg: 0.0169 (0.0205) time: 0.9983 (0.9927) data: 0.0441 (0.0399) lr: 0.000103 max mem: 7935 2019-09-26 10:03:05,496 maskrcnn_benchmark.trainer INFO: eta: 0:38:42 iter: 87660 loss: 0.2939 (0.3856) loss_box_reg: 0.0801 (0.0960) loss_classifier: 0.1486 (0.2097) loss_objectness: 0.0423 (0.0593) loss_rpn_box_reg: 0.0163 (0.0205) time: 1.0385 (0.9927) data: 0.0463 (0.0399) lr: 0.000101 max mem: 7935 2019-09-26 10:03:25,828 maskrcnn_benchmark.trainer INFO: eta: 0:38:23 iter: 87680 loss: 0.2809 (0.3856) loss_box_reg: 0.0801 (0.0960) loss_classifier: 0.1466 (0.2097) loss_objectness: 0.0420 (0.0593) loss_rpn_box_reg: 0.0164 (0.0205) time: 1.0034 (0.9927) data: 0.0405 (0.0399) lr: 0.000099 max mem: 7935 2019-09-26 10:03:46,921 maskrcnn_benchmark.trainer INFO: eta: 0:38:03 iter: 87700 loss: 0.2790 (0.3855) loss_box_reg: 0.0789 (0.0960) loss_classifier: 0.1455 (0.2097) loss_objectness: 0.0411 (0.0593) loss_rpn_box_reg: 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(0.0399) lr: 0.000043 max mem: 7935 2019-09-26 10:17:31,398 maskrcnn_benchmark.trainer INFO: eta: 0:24:49 iter: 88500 loss: 0.2837 (0.3847) loss_box_reg: 0.0792 (0.0959) loss_classifier: 0.1459 (0.2091) loss_objectness: 0.0423 (0.0592) loss_rpn_box_reg: 0.0177 (0.0205) time: 0.9473 (0.9931) data: 0.0357 (0.0399) lr: 0.000042 max mem: 7935 2019-09-26 10:17:51,266 maskrcnn_benchmark.trainer INFO: eta: 0:24:29 iter: 88520 loss: 0.2829 (0.3846) loss_box_reg: 0.0786 (0.0959) loss_classifier: 0.1473 (0.2091) loss_objectness: 0.0412 (0.0592) loss_rpn_box_reg: 0.0181 (0.0205) time: 0.9931 (0.9931) data: 0.0397 (0.0399) lr: 0.000040 max mem: 7935 2019-09-26 10:18:10,965 maskrcnn_benchmark.trainer INFO: eta: 0:24:09 iter: 88540 loss: 0.2881 (0.3846) loss_box_reg: 0.0774 (0.0959) loss_classifier: 0.1463 (0.2091) loss_objectness: 0.0414 (0.0592) loss_rpn_box_reg: 0.0174 (0.0205) time: 0.9822 (0.9931) data: 0.0370 (0.0399) lr: 0.000039 max mem: 7935 2019-09-26 10:18:30,501 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0.0423 (0.0590) loss_rpn_box_reg: 0.0181 (0.0205) time: 0.9635 (0.9931) data: 0.0348 (0.0400) lr: 0.000005 max mem: 7935 2019-09-26 10:33:50,878 maskrcnn_benchmark.trainer INFO: eta: 0:08:36 iter: 89480 loss: 0.2770 (0.3836) loss_box_reg: 0.0788 (0.0957) loss_classifier: 0.1441 (0.2084) loss_objectness: 0.0408 (0.0590) loss_rpn_box_reg: 0.0163 (0.0205) time: 0.9738 (0.9931) data: 0.0352 (0.0400) lr: 0.000005 max mem: 7935 2019-09-26 10:34:10,712 maskrcnn_benchmark.trainer INFO: eta: 0:08:16 iter: 89500 loss: 0.2821 (0.3836) loss_box_reg: 0.0789 (0.0957) loss_classifier: 0.1470 (0.2084) loss_objectness: 0.0408 (0.0590) loss_rpn_box_reg: 0.0171 (0.0205) time: 0.9639 (0.9931) data: 0.0382 (0.0400) lr: 0.000005 max mem: 7935 2019-09-26 10:34:30,568 maskrcnn_benchmark.trainer INFO: eta: 0:07:56 iter: 89520 loss: 0.2854 (0.3836) loss_box_reg: 0.0791 (0.0957) loss_classifier: 0.1497 (0.2084) loss_objectness: 0.0425 (0.0590) loss_rpn_box_reg: 0.0163 (0.0205) time: 0.9757 (0.9931) data: 0.0374 (0.0400) lr: 0.000004 max mem: 7935 2019-09-26 10:34:50,419 maskrcnn_benchmark.trainer INFO: eta: 0:07:36 iter: 89540 loss: 0.2856 (0.3835) loss_box_reg: 0.0782 (0.0957) loss_classifier: 0.1481 (0.2084) loss_objectness: 0.0404 (0.0590) loss_rpn_box_reg: 0.0172 (0.0205) time: 0.9828 (0.9931) data: 0.0383 (0.0400) lr: 0.000004 max mem: 7935 2019-09-26 10:35:10,060 maskrcnn_benchmark.trainer INFO: eta: 0:07:16 iter: 89560 loss: 0.2859 (0.3835) loss_box_reg: 0.0796 (0.0957) loss_classifier: 0.1428 (0.2084) loss_objectness: 0.0423 (0.0590) loss_rpn_box_reg: 0.0179 (0.0205) time: 0.9669 (0.9931) data: 0.0390 (0.0400) lr: 0.000004 max mem: 7935 2019-09-26 10:35:29,827 maskrcnn_benchmark.trainer INFO: eta: 0:06:57 iter: 89580 loss: 0.2866 (0.3835) loss_box_reg: 0.0794 (0.0957) loss_classifier: 0.1467 (0.2084) loss_objectness: 0.0407 (0.0590) loss_rpn_box_reg: 0.0178 (0.0205) time: 0.9851 (0.9931) data: 0.0365 (0.0400) lr: 0.000003 max mem: 7935 2019-09-26 10:35:49,944 maskrcnn_benchmark.trainer INFO: eta: 0:06:37 iter: 89600 loss: 0.2833 (0.3835) loss_box_reg: 0.0770 (0.0957) loss_classifier: 0.1466 (0.2084) loss_objectness: 0.0413 (0.0589) loss_rpn_box_reg: 0.0168 (0.0205) time: 0.9965 (0.9931) data: 0.0398 (0.0400) lr: 0.000003 max mem: 7935 2019-09-26 10:36:10,214 maskrcnn_benchmark.trainer INFO: eta: 0:06:17 iter: 89620 loss: 0.2887 (0.3834) loss_box_reg: 0.0815 (0.0957) loss_classifier: 0.1492 (0.2084) loss_objectness: 0.0408 (0.0589) loss_rpn_box_reg: 0.0171 (0.0205) time: 1.0130 (0.9931) data: 0.0412 (0.0400) lr: 0.000003 max mem: 7935 2019-09-26 10:36:30,490 maskrcnn_benchmark.trainer INFO: eta: 0:05:57 iter: 89640 loss: 0.2868 (0.3834) loss_box_reg: 0.0808 (0.0957) loss_classifier: 0.1493 (0.2083) loss_objectness: 0.0421 (0.0589) loss_rpn_box_reg: 0.0172 (0.0205) time: 0.9919 (0.9931) data: 0.0384 (0.0400) lr: 0.000002 max mem: 7935 2019-09-26 10:36:50,121 maskrcnn_benchmark.trainer INFO: eta: 0:05:37 iter: 89660 loss: 0.2887 (0.3834) loss_box_reg: 0.0831 (0.0957) loss_classifier: 0.1516 (0.2083) loss_objectness: 0.0433 (0.0589) loss_rpn_box_reg: 0.0168 (0.0205) time: 0.9729 (0.9931) data: 0.0385 (0.0400) lr: 0.000002 max mem: 7935 2019-09-26 10:37:11,069 maskrcnn_benchmark.trainer INFO: eta: 0:05:17 iter: 89680 loss: 0.2809 (0.3834) loss_box_reg: 0.0807 (0.0957) loss_classifier: 0.1435 (0.2083) loss_objectness: 0.0408 (0.0589) loss_rpn_box_reg: 0.0163 (0.0205) time: 1.0235 (0.9931) data: 0.0446 (0.0400) lr: 0.000002 max mem: 7935 2019-09-26 10:37:32,423 maskrcnn_benchmark.trainer INFO: eta: 0:04:57 iter: 89700 loss: 0.2773 (0.3834) loss_box_reg: 0.0756 (0.0957) loss_classifier: 0.1400 (0.2083) loss_objectness: 0.0410 (0.0589) loss_rpn_box_reg: 0.0175 (0.0205) time: 0.9970 (0.9932) data: 0.0418 (0.0400) lr: 0.000002 max mem: 7935 2019-09-26 10:37:52,489 maskrcnn_benchmark.trainer INFO: eta: 0:04:38 iter: 89720 loss: 0.2837 (0.3833) loss_box_reg: 0.0782 (0.0957) loss_classifier: 0.1466 (0.2083) loss_objectness: 0.0399 (0.0589) loss_rpn_box_reg: 0.0173 (0.0205) time: 0.9837 (0.9932) data: 0.0442 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:38:12,409 maskrcnn_benchmark.trainer INFO: eta: 0:04:18 iter: 89740 loss: 0.2849 (0.3833) loss_box_reg: 0.0815 (0.0957) loss_classifier: 0.1463 (0.2083) loss_objectness: 0.0426 (0.0589) loss_rpn_box_reg: 0.0177 (0.0205) time: 0.9876 (0.9932) data: 0.0385 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:38:32,496 maskrcnn_benchmark.trainer INFO: eta: 0:03:58 iter: 89760 loss: 0.2785 (0.3833) loss_box_reg: 0.0775 (0.0957) loss_classifier: 0.1435 (0.2083) loss_objectness: 0.0407 (0.0589) loss_rpn_box_reg: 0.0163 (0.0205) time: 0.9912 (0.9932) data: 0.0387 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:38:52,112 maskrcnn_benchmark.trainer INFO: eta: 0:03:38 iter: 89780 loss: 0.2816 (0.3833) loss_box_reg: 0.0770 (0.0957) loss_classifier: 0.1488 (0.2082) loss_objectness: 0.0399 (0.0589) loss_rpn_box_reg: 0.0167 (0.0205) time: 0.9738 (0.9932) data: 0.0425 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:39:12,287 maskrcnn_benchmark.trainer INFO: eta: 0:03:18 iter: 89800 loss: 0.2885 (0.3832) loss_box_reg: 0.0812 (0.0957) loss_classifier: 0.1506 (0.2082) loss_objectness: 0.0419 (0.0589) loss_rpn_box_reg: 0.0186 (0.0205) time: 1.0051 (0.9932) data: 0.0422 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:39:32,708 maskrcnn_benchmark.trainer INFO: eta: 0:02:58 iter: 89820 loss: 0.2857 (0.3832) loss_box_reg: 0.0791 (0.0956) loss_classifier: 0.1448 (0.2082) loss_objectness: 0.0416 (0.0589) loss_rpn_box_reg: 0.0173 (0.0205) time: 1.0182 (0.9932) data: 0.0433 (0.0400) lr: 0.000001 max mem: 7935 2019-09-26 10:39:52,673 maskrcnn_benchmark.trainer INFO: eta: 0:02:38 iter: 89840 loss: 0.2957 (0.3832) loss_box_reg: 0.0840 (0.0956) loss_classifier: 0.1525 (0.2082) loss_objectness: 0.0432 (0.0589) loss_rpn_box_reg: 0.0172 (0.0205) time: 0.9977 (0.9932) data: 0.0379 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:40:12,263 maskrcnn_benchmark.trainer INFO: eta: 0:02:19 iter: 89860 loss: 0.2799 (0.3832) loss_box_reg: 0.0757 (0.0956) loss_classifier: 0.1433 (0.2082) loss_objectness: 0.0407 (0.0589) loss_rpn_box_reg: 0.0169 (0.0205) time: 0.9824 (0.9932) data: 0.0421 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:40:32,014 maskrcnn_benchmark.trainer INFO: eta: 0:01:59 iter: 89880 loss: 0.2805 (0.3832) loss_box_reg: 0.0761 (0.0956) loss_classifier: 0.1447 (0.2082) loss_objectness: 0.0401 (0.0589) loss_rpn_box_reg: 0.0175 (0.0205) time: 0.9787 (0.9932) data: 0.0437 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:40:52,263 maskrcnn_benchmark.trainer INFO: eta: 0:01:39 iter: 89900 loss: 0.2921 (0.3831) loss_box_reg: 0.0814 (0.0956) loss_classifier: 0.1496 (0.2082) loss_objectness: 0.0427 (0.0589) loss_rpn_box_reg: 0.0171 (0.0205) time: 0.9996 (0.9932) data: 0.0401 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:41:12,096 maskrcnn_benchmark.trainer INFO: eta: 0:01:19 iter: 89920 loss: 0.2857 (0.3831) loss_box_reg: 0.0789 (0.0956) loss_classifier: 0.1475 (0.2082) loss_objectness: 0.0417 (0.0589) loss_rpn_box_reg: 0.0172 (0.0205) time: 0.9878 (0.9932) data: 0.0398 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:41:31,827 maskrcnn_benchmark.trainer INFO: eta: 0:00:59 iter: 89940 loss: 0.2941 (0.3831) loss_box_reg: 0.0819 (0.0956) loss_classifier: 0.1501 (0.2081) loss_objectness: 0.0437 (0.0589) loss_rpn_box_reg: 0.0175 (0.0205) time: 0.9700 (0.9932) data: 0.0378 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:41:51,749 maskrcnn_benchmark.trainer INFO: eta: 0:00:39 iter: 89960 loss: 0.2946 (0.3831) loss_box_reg: 0.0831 (0.0956) loss_classifier: 0.1498 (0.2081) loss_objectness: 0.0416 (0.0589) loss_rpn_box_reg: 0.0176 (0.0205) time: 0.9894 (0.9932) data: 0.0379 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:42:11,859 maskrcnn_benchmark.trainer INFO: eta: 0:00:19 iter: 89980 loss: 0.2841 (0.3831) loss_box_reg: 0.0796 (0.0956) loss_classifier: 0.1455 (0.2081) loss_objectness: 0.0422 (0.0589) loss_rpn_box_reg: 0.0171 (0.0205) time: 0.9955 (0.9932) data: 0.0438 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:42:31,530 maskrcnn_benchmark.trainer INFO: eta: 0:00:00 iter: 90000 loss: 0.2919 (0.3830) loss_box_reg: 0.0808 (0.0956) loss_classifier: 0.1496 (0.2081) loss_objectness: 0.0421 (0.0589) loss_rpn_box_reg: 0.0172 (0.0205) time: 0.9804 (0.9932) data: 0.0379 (0.0400) lr: 0.000000 max mem: 7935 2019-09-26 10:42:31,532 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_0090000.pth 2019-09-26 10:42:31,586 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output_cosine4/model_final.pth 2019-09-26 10:42:31,947 maskrcnn_benchmark.trainer INFO: Total training time: 1 day, 0:49:46.198913 (0.9932 s / it) 2019-09-26 10:42:33,261 maskrcnn_benchmark.data.build WARNING: When using more than one image per GPU you may encounter an out-of-memory (OOM) error if your GPU does not have sufficient memory. If this happens, you can reduce SOLVER.IMS_PER_BATCH (for training) or TEST.IMS_PER_BATCH (for inference). For training, you must also adjust the learning rate and schedule length according to the linear scaling rule. See for example: https://github.com/facebookresearch/Detectron/blob/master/configs/getting_started/tutorial_1gpu_e2e_faster_rcnn_R-50-FPN.yaml#L14 2019-09-26 10:42:33,434 maskrcnn_benchmark.inference INFO: Start evaluation on coco_2017_val dataset(5000 images). 2019-09-26 10:43:14,803 maskrcnn_benchmark.inference INFO: Total run time: 0:00:41.369192 (0.03309535388946533 s / img per device, on 4 devices) 2019-09-26 10:43:14,805 maskrcnn_benchmark.inference INFO: Model inference time: 0:00:39.055377 (0.03124430160522461 s / img per device, on 4 devices) 2019-09-26 10:43:16,175 maskrcnn_benchmark.inference INFO: Preparing results for COCO format 2019-09-26 10:43:16,175 maskrcnn_benchmark.inference INFO: Preparing bbox results 2019-09-26 10:43:17,614 maskrcnn_benchmark.inference INFO: Evaluating predictions 2019-09-26 10:43:49,472 maskrcnn_benchmark.inference INFO: Task: bbox AP, AP50, AP75, APs, APm, APl 0.2305, 0.3952, 0.2354, 0.0605, 0.2393, 0.3921