2019-09-20 09:33:47,603 maskrcnn_benchmark INFO: Using 4 GPUs 2019-09-20 09:33:47,604 maskrcnn_benchmark INFO: Namespace(config_file='./configs/zzy/e2e_faster_rcnn_fbnet.yaml', distributed=True, local_rank=0, opts=[], skip_test=False) 2019-09-20 09:33:47,604 maskrcnn_benchmark INFO: Collecting env info (might take some time) 2019-09-20 09:33:51,099 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) 2019-09-20 09:33:51,100 maskrcnn_benchmark INFO: Loaded configuration file ./configs/zzy/e2e_faster_rcnn_fbnet.yaml 2019-09-20 09:33:51,100 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: BASE_LR: 0.06 WARMUP_FACTOR: 0.1 WEIGHT_DECAY: 0.0001 STEPS: (60000, 80000) 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/" 2019-09-20 09:33:51,101 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/ 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 GAMMA: 0.1 IMS_PER_BATCH: 128 MAX_ITER: 90000 MOMENTUM: 0.9 SCHEDULER: multi_step STEPS: (60000, 80000) 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 2019-09-20 09:33:51,102 maskrcnn_benchmark INFO: Saving config into: ./output/config.yml 2019-09-20 09:33:51,124 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]} 2019-09-20 09:33:51,157 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]} 2019-09-20 09:33:51,171 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]} 2019-09-20 09:33:51,244 maskrcnn_benchmark.utils.checkpoint INFO: No checkpoint found. Initializing model from scratch 2019-09-20 09:33:51,244 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 2019-09-20 09:34:10,727 maskrcnn_benchmark.utils.miscellaneous INFO: Saving labels mapping into ./output/labels.json 2019-09-20 09:34:11,088 maskrcnn_benchmark.trainer INFO: Start training 2019-09-20 09:34:57,231 maskrcnn_benchmark.trainer INFO: eta: 2 days, 9:39:45 iter: 20 loss: 4.6917 (4.6323) loss_box_reg: 0.0982 (0.0981) loss_classifier: 3.8954 (3.8377) loss_objectness: 0.6558 (0.6488) loss_rpn_box_reg: 0.0487 (0.0477) time: 1.2336 (2.3070) data: 0.0488 (0.2121) lr: 0.008160 max mem: 7900 2019-09-20 09:35:24,195 maskrcnn_benchmark.trainer INFO: eta: 1 day, 21:39:55 iter: 40 loss: 1.9372 (3.3852) loss_box_reg: 0.0931 (0.0974) loss_classifier: 1.4857 (2.7326) loss_objectness: 0.3500 (0.5102) loss_rpn_box_reg: 0.0415 (0.0450) time: 1.1712 (1.8274) data: 0.0654 (0.1414) lr: 0.010320 max mem: 7900 2019-09-20 09:35:50,405 maskrcnn_benchmark.trainer INFO: eta: 1 day, 17:21:12 iter: 60 loss: 0.7434 (2.5089) loss_box_reg: 0.1023 (0.0985) loss_classifier: 0.4025 (1.9661) loss_objectness: 0.1827 (0.4025) loss_rpn_box_reg: 0.0355 (0.0419) time: 1.1815 (1.6552) data: 0.0565 (0.1191) lr: 0.012480 max mem: 7935 2019-09-20 09:36:17,644 maskrcnn_benchmark.trainer INFO: eta: 1 day, 15:30:46 iter: 80 loss: 0.7086 (2.0596) loss_box_reg: 0.1119 (0.1014) loss_classifier: 0.3949 (1.5735) loss_objectness: 0.1724 (0.3448) loss_rpn_box_reg: 0.0337 (0.0400) time: 1.2004 (1.5819) data: 0.0534 (0.1083) lr: 0.014640 max mem: 7935 2019-09-20 09:36:44,454 maskrcnn_benchmark.trainer INFO: eta: 1 day, 14:17:54 iter: 100 loss: 0.7223 (1.7919) loss_box_reg: 0.1126 (0.1038) loss_classifier: 0.3844 (1.3373) loss_objectness: 0.1794 (0.3119) loss_rpn_box_reg: 0.0347 (0.0390) time: 1.1520 (1.5336) data: 0.0533 (0.1005) lr: 0.016800 max mem: 7935 2019-09-20 09:37:12,634 maskrcnn_benchmark.trainer INFO: eta: 1 day, 13:46:15 iter: 120 loss: 0.6954 (1.6154) loss_box_reg: 0.1075 (0.1047) loss_classifier: 0.3696 (1.1766) loss_objectness: 0.1816 (0.2959) loss_rpn_box_reg: 0.0348 (0.0383) time: 1.2981 (1.5129) data: 0.0508 (0.0986) lr: 0.018960 max mem: 7935 2019-09-20 09:37:40,012 maskrcnn_benchmark.trainer INFO: eta: 1 day, 13:14:57 iter: 140 loss: 0.6861 (1.4828) loss_box_reg: 0.1075 (0.1056) loss_classifier: 0.3632 (1.0612) loss_objectness: 0.1736 (0.2782) loss_rpn_box_reg: 0.0352 (0.0378) time: 1.1852 (1.4923) data: 0.0598 (0.1030) lr: 0.021120 max mem: 7935 2019-09-20 09:38:05,570 maskrcnn_benchmark.trainer INFO: eta: 1 day, 12:34:20 iter: 160 loss: 0.6858 (1.3837) loss_box_reg: 0.1095 (0.1067) loss_classifier: 0.3674 (0.9756) loss_objectness: 0.1629 (0.2641) loss_rpn_box_reg: 0.0348 (0.0374) time: 1.1171 (1.4655) data: 0.0461 (0.0984) lr: 0.023280 max mem: 7935 2019-09-20 09:38:32,345 maskrcnn_benchmark.trainer INFO: eta: 1 day, 12:12:46 iter: 180 loss: 0.6941 (1.3077) loss_box_reg: 0.1193 (0.1083) loss_classifier: 0.3767 (0.9095) loss_objectness: 0.1623 (0.2529) loss_rpn_box_reg: 0.0332 (0.0369) time: 1.2520 (1.4514) data: 0.0718 (0.0967) lr: 0.025440 max mem: 7935 2019-09-20 09:38:59,441 maskrcnn_benchmark.trainer INFO: eta: 1 day, 11:57:49 iter: 200 loss: 0.7141 (1.2462) loss_box_reg: 0.1156 (0.1089) loss_classifier: 0.3776 (0.8558) loss_objectness: 0.1732 (0.2448) loss_rpn_box_reg: 0.0337 (0.0367) time: 1.2338 (1.4418) data: 0.0559 (0.0957) lr: 0.027600 max mem: 7935 2019-09-20 09:39:25,703 maskrcnn_benchmark.trainer INFO: eta: 1 day, 11:39:50 iter: 220 loss: 0.6658 (1.1942) loss_box_reg: 0.1119 (0.1095) loss_classifier: 0.3565 (0.8111) loss_objectness: 0.1578 (0.2374) loss_rpn_box_reg: 0.0329 (0.0363) time: 1.1574 (1.4301) data: 0.0718 (0.0940) lr: 0.029760 max mem: 7935 2019-09-20 09:39:53,290 maskrcnn_benchmark.trainer INFO: eta: 1 day, 11:33:02 iter: 240 loss: 0.6794 (1.1517) loss_box_reg: 0.1182 (0.1102) loss_classifier: 0.3734 (0.7746) loss_objectness: 0.1568 (0.2308) loss_rpn_box_reg: 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10:05:10,473 maskrcnn_benchmark.trainer INFO: eta: 1 day, 10:10:24 iter: 1340 loss: 0.6347 (0.7597) loss_box_reg: 0.1337 (0.1296) loss_classifier: 0.3672 (0.4532) loss_objectness: 0.1060 (0.1453) loss_rpn_box_reg: 0.0282 (0.0315) time: 1.1517 (1.3876) data: 0.0504 (0.0851) lr: 0.060000 max mem: 7935 2019-09-20 10:05:38,437 maskrcnn_benchmark.trainer INFO: eta: 1 day, 10:10:10 iter: 1360 loss: 0.6455 (0.7579) loss_box_reg: 0.1348 (0.1297) loss_classifier: 0.3706 (0.4520) loss_objectness: 0.1073 (0.1448) loss_rpn_box_reg: 0.0282 (0.0315) time: 1.1276 (1.3878) data: 0.0459 (0.0849) lr: 0.060000 max mem: 7935 2019-09-20 10:06:01,768 maskrcnn_benchmark.trainer INFO: eta: 1 day, 10:04:58 iter: 1380 loss: 0.6256 (0.7560) loss_box_reg: 0.1295 (0.1297) loss_classifier: 0.3589 (0.4507) loss_objectness: 0.1053 (0.1442) loss_rpn_box_reg: 0.0274 (0.0314) time: 1.1223 (1.3845) data: 0.0456 (0.0847) lr: 0.060000 max mem: 7935 2019-09-20 10:06:26,917 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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loss_rpn_box_reg: 0.0279 (0.0302) time: 1.1680 (1.3671) data: 0.0545 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 10:23:52,788 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:21:55 iter: 2180 loss: 0.6194 (0.7084) loss_box_reg: 0.1296 (0.1307) loss_classifier: 0.3596 (0.4182) loss_objectness: 0.1034 (0.1293) loss_rpn_box_reg: 0.0284 (0.0302) time: 1.1961 (1.3678) data: 0.0570 (0.0830) lr: 0.060000 max mem: 7935 2019-09-20 10:24:18,592 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:20:26 iter: 2200 loss: 0.5945 (0.7074) loss_box_reg: 0.1259 (0.1307) loss_classifier: 0.3393 (0.4175) loss_objectness: 0.0988 (0.1290) loss_rpn_box_reg: 0.0274 (0.0302) time: 1.1712 (1.3670) data: 0.0499 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 10:24:43,968 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:18:41 iter: 2220 loss: 0.6037 (0.7065) loss_box_reg: 0.1236 (0.1306) loss_classifier: 0.3506 (0.4169) loss_objectness: 0.1004 (0.1288) loss_rpn_box_reg: 0.0271 (0.0302) time: 1.1393 (1.3662) data: 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maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:16:23 iter: 2300 loss: 0.6065 (0.7031) loss_box_reg: 0.1284 (0.1306) loss_classifier: 0.3549 (0.4147) loss_objectness: 0.0993 (0.1278) loss_rpn_box_reg: 0.0278 (0.0301) time: 1.1855 (1.3658) data: 0.0487 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 10:26:59,274 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:15:35 iter: 2320 loss: 0.6064 (0.7022) loss_box_reg: 0.1318 (0.1306) loss_classifier: 0.3538 (0.4141) loss_objectness: 0.0978 (0.1275) loss_rpn_box_reg: 0.0278 (0.0301) time: 1.2677 (1.3656) data: 0.0579 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 10:27:24,310 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:13:42 iter: 2340 loss: 0.6048 (0.7015) loss_box_reg: 0.1300 (0.1306) loss_classifier: 0.3501 (0.4136) loss_objectness: 0.0991 (0.1273) loss_rpn_box_reg: 0.0280 (0.0300) time: 1.1308 (1.3646) data: 0.0490 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 10:27:53,781 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:14:36 iter: 2360 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loss_rpn_box_reg: 0.0263 (0.0299) time: 1.2347 (1.3647) data: 0.0825 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 10:30:59,409 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:08:11 iter: 2500 loss: 0.6176 (0.6953) loss_box_reg: 0.1320 (0.1306) loss_classifier: 0.3558 (0.4094) loss_objectness: 0.1023 (0.1254) loss_rpn_box_reg: 0.0288 (0.0299) time: 1.1117 (1.3633) data: 0.0459 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 10:30:59,411 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0002500.pth 2019-09-20 10:31:25,285 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:06:55 iter: 2520 loss: 0.5844 (0.6945) loss_box_reg: 0.1249 (0.1306) loss_classifier: 0.3406 (0.4089) loss_objectness: 0.0932 (0.1251) loss_rpn_box_reg: 0.0279 (0.0299) time: 1.1715 (1.3628) data: 0.0583 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 10:31:54,877 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:07:48 iter: 2540 loss: 0.5918 (0.6936) loss_box_reg: 0.1253 (0.1305) loss_classifier: 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0.0271 (0.0298) time: 1.2034 (1.3620) data: 0.0431 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 10:33:38,805 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:03:07 iter: 2620 loss: 0.5904 (0.6907) loss_box_reg: 0.1280 (0.1305) loss_classifier: 0.3441 (0.4064) loss_objectness: 0.0968 (0.1241) loss_rpn_box_reg: 0.0266 (0.0298) time: 1.2401 (1.3617) data: 0.0600 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 10:34:06,216 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:02:45 iter: 2640 loss: 0.5859 (0.6899) loss_box_reg: 0.1254 (0.1305) loss_classifier: 0.3414 (0.4059) loss_objectness: 0.0929 (0.1238) loss_rpn_box_reg: 0.0240 (0.0297) time: 1.1608 (1.3618) data: 0.0506 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 10:34:37,095 maskrcnn_benchmark.trainer INFO: eta: 1 day, 9:04:18 iter: 2660 loss: 0.5768 (0.6891) loss_box_reg: 0.1221 (0.1304) loss_classifier: 0.3287 (0.4054) loss_objectness: 0.0924 (0.1236) loss_rpn_box_reg: 0.0267 (0.0297) time: 1.1659 (1.3632) data: 0.0556 (0.0826) lr: 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loss: 0.5878 (0.6842) loss_box_reg: 0.1273 (0.1303) loss_classifier: 0.3391 (0.4021) loss_objectness: 0.0942 (0.1222) loss_rpn_box_reg: 0.0260 (0.0296) time: 1.1849 (1.3622) data: 0.0570 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 10:38:12,066 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:59:03 iter: 2820 loss: 0.5993 (0.6835) loss_box_reg: 0.1295 (0.1303) loss_classifier: 0.3423 (0.4017) loss_objectness: 0.0963 (0.1220) loss_rpn_box_reg: 0.0264 (0.0296) time: 1.2011 (1.3620) data: 0.0553 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 10:38:38,081 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:57:58 iter: 2840 loss: 0.5921 (0.6829) loss_box_reg: 0.1262 (0.1302) loss_classifier: 0.3438 (0.4013) loss_objectness: 0.0938 (0.1218) loss_rpn_box_reg: 0.0260 (0.0295) time: 1.1772 (1.3616) data: 0.0473 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 10:39:06,004 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:57:52 iter: 2860 loss: 0.6083 (0.6824) loss_box_reg: 0.1306 (0.1303) 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loss_rpn_box_reg: 0.0263 (0.0295) time: 1.2215 (1.3612) data: 0.0591 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 10:40:50,437 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:53:49 iter: 2940 loss: 0.5773 (0.6798) loss_box_reg: 0.1278 (0.1302) loss_classifier: 0.3348 (0.3992) loss_objectness: 0.0891 (0.1209) loss_rpn_box_reg: 0.0263 (0.0294) time: 1.1893 (1.3603) data: 0.0593 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 10:41:16,405 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:52:45 iter: 2960 loss: 0.5906 (0.6792) loss_box_reg: 0.1263 (0.1302) loss_classifier: 0.3372 (0.3988) loss_objectness: 0.0966 (0.1208) loss_rpn_box_reg: 0.0271 (0.0294) time: 1.1539 (1.3599) data: 0.0517 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 10:41:43,398 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:52:12 iter: 2980 loss: 0.5690 (0.6785) loss_box_reg: 0.1226 (0.1302) loss_classifier: 0.3267 (0.3984) loss_objectness: 0.0920 (0.1206) loss_rpn_box_reg: 0.0250 (0.0294) time: 1.2252 (1.3598) data: 0.0629 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 10:42:07,964 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:50:29 iter: 3000 loss: 0.5855 (0.6779) loss_box_reg: 0.1275 (0.1302) loss_classifier: 0.3411 (0.3980) loss_objectness: 0.0918 (0.1204) loss_rpn_box_reg: 0.0273 (0.0294) time: 1.1518 (1.3590) data: 0.0518 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 10:42:36,630 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:50:44 iter: 3020 loss: 0.5623 (0.6772) loss_box_reg: 0.1254 (0.1301) loss_classifier: 0.3241 (0.3976) loss_objectness: 0.0941 (0.1202) loss_rpn_box_reg: 0.0267 (0.0294) time: 1.1563 (1.3594) data: 0.0610 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 10:43:02,848 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:49:49 iter: 3040 loss: 0.5847 (0.6766) loss_box_reg: 0.1272 (0.1301) loss_classifier: 0.3362 (0.3971) loss_objectness: 0.0957 (0.1200) loss_rpn_box_reg: 0.0268 (0.0293) time: 1.1841 (1.3591) data: 0.0525 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 10:43:28,643 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:48:43 iter: 3060 loss: 0.5758 (0.6760) loss_box_reg: 0.1226 (0.1301) loss_classifier: 0.3378 (0.3968) loss_objectness: 0.0932 (0.1199) loss_rpn_box_reg: 0.0266 (0.0293) time: 1.1560 (1.3587) data: 0.0474 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 10:43:54,075 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:47:26 iter: 3080 loss: 0.5880 (0.6755) loss_box_reg: 0.1281 (0.1301) loss_classifier: 0.3397 (0.3964) loss_objectness: 0.0963 (0.1197) loss_rpn_box_reg: 0.0269 (0.0293) time: 1.0687 (1.3581) data: 0.0493 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 10:44:19,240 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:46:03 iter: 3100 loss: 0.5935 (0.6750) loss_box_reg: 0.1301 (0.1301) loss_classifier: 0.3407 (0.3961) loss_objectness: 0.0933 (0.1195) loss_rpn_box_reg: 0.0271 (0.0293) time: 1.1686 (1.3575) data: 0.0559 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 10:44:46,495 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:45:39 iter: 3120 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0.0449 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 10:49:03,092 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:34:39 iter: 3320 loss: 0.5731 (0.6688) loss_box_reg: 0.1281 (0.1299) loss_classifier: 0.3326 (0.3920) loss_objectness: 0.0880 (0.1178) loss_rpn_box_reg: 0.0263 (0.0291) time: 1.3116 (1.3530) data: 0.0477 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 10:49:29,599 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:33:57 iter: 3340 loss: 0.5725 (0.6683) loss_box_reg: 0.1272 (0.1298) loss_classifier: 0.3351 (0.3917) loss_objectness: 0.0935 (0.1177) loss_rpn_box_reg: 0.0277 (0.0291) time: 1.1245 (1.3528) data: 0.0518 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 10:49:52,581 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:31:45 iter: 3360 loss: 0.5754 (0.6678) loss_box_reg: 0.1258 (0.1298) loss_classifier: 0.3363 (0.3913) loss_objectness: 0.0919 (0.1175) loss_rpn_box_reg: 0.0265 (0.0291) time: 1.1129 (1.3516) data: 0.0520 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 10:50:17,364 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0.0443 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 10:56:05,810 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:23 iter: 3640 loss: 0.5603 (0.6610) loss_box_reg: 0.1244 (0.1296) loss_classifier: 0.3228 (0.3869) loss_objectness: 0.0874 (0.1156) loss_rpn_box_reg: 0.0242 (0.0289) time: 1.1216 (1.3502) data: 0.0442 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 10:56:33,035 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:01 iter: 3660 loss: 0.5726 (0.6605) loss_box_reg: 0.1266 (0.1296) loss_classifier: 0.3308 (0.3866) loss_objectness: 0.0905 (0.1155) loss_rpn_box_reg: 0.0260 (0.0289) time: 1.1775 (1.3503) data: 0.0668 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 10:57:03,177 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:47 iter: 3680 loss: 0.5653 (0.6601) loss_box_reg: 0.1233 (0.1296) loss_classifier: 0.3248 (0.3862) loss_objectness: 0.0921 (0.1153) loss_rpn_box_reg: 0.0260 (0.0289) time: 1.2635 (1.3511) data: 0.0495 (0.0815) lr: 0.060000 max mem: 7935 2019-09-20 10:57:30,656 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:31 iter: 3700 loss: 0.5706 (0.6596) loss_box_reg: 0.1248 (0.1296) loss_classifier: 0.3276 (0.3859) loss_objectness: 0.0942 (0.1152) loss_rpn_box_reg: 0.0265 (0.0289) time: 1.2709 (1.3512) data: 0.0595 (0.0815) lr: 0.060000 max mem: 7935 2019-09-20 10:57:57,690 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:04 iter: 3720 loss: 0.5539 (0.6591) loss_box_reg: 0.1240 (0.1295) loss_classifier: 0.3205 (0.3856) loss_objectness: 0.0897 (0.1151) loss_rpn_box_reg: 0.0250 (0.0289) time: 1.1758 (1.3512) data: 0.0635 (0.0815) lr: 0.060000 max mem: 7935 2019-09-20 10:58:22,560 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:21:47 iter: 3740 loss: 0.5648 (0.6586) loss_box_reg: 0.1258 (0.1295) loss_classifier: 0.3241 (0.3853) loss_objectness: 0.0905 (0.1150) loss_rpn_box_reg: 0.0255 (0.0288) time: 1.1379 (1.3507) data: 0.0391 (0.0814) lr: 0.060000 max mem: 7935 2019-09-20 10:58:51,706 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:22:09 iter: 3760 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loss_classifier: 0.3226 (0.3840) loss_objectness: 0.0888 (0.1145) loss_rpn_box_reg: 0.0257 (0.0288) time: 1.3073 (1.3529) data: 0.0596 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:00:47,385 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:23:11 iter: 3840 loss: 0.5728 (0.6562) loss_box_reg: 0.1312 (0.1294) loss_classifier: 0.3210 (0.3837) loss_objectness: 0.0880 (0.1143) loss_rpn_box_reg: 0.0254 (0.0288) time: 1.2550 (1.3532) data: 0.0496 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:01:13,799 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:22:30 iter: 3860 loss: 0.5474 (0.6557) loss_box_reg: 0.1210 (0.1294) loss_classifier: 0.3171 (0.3834) loss_objectness: 0.0870 (0.1142) loss_rpn_box_reg: 0.0248 (0.0288) time: 1.1681 (1.3530) data: 0.0665 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:01:39,113 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:21:24 iter: 3880 loss: 0.5787 (0.6553) loss_box_reg: 0.1273 (0.1294) loss_classifier: 0.3377 (0.3831) loss_objectness: 0.0892 (0.1141) 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0.0573 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:03:24,953 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:18:44 iter: 3960 loss: 0.5639 (0.6535) loss_box_reg: 0.1212 (0.1293) loss_classifier: 0.3243 (0.3819) loss_objectness: 0.0892 (0.1136) loss_rpn_box_reg: 0.0257 (0.0287) time: 1.1608 (1.3520) data: 0.0530 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:03:51,822 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:18:14 iter: 3980 loss: 0.5644 (0.6531) loss_box_reg: 0.1231 (0.1293) loss_classifier: 0.3243 (0.3817) loss_objectness: 0.0904 (0.1135) loss_rpn_box_reg: 0.0256 (0.0287) time: 1.2162 (1.3519) data: 0.0573 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:04:27,179 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:20:45 iter: 4000 loss: 0.5739 (0.6527) loss_box_reg: 0.1252 (0.1292) loss_classifier: 0.3318 (0.3814) loss_objectness: 0.0899 (0.1134) loss_rpn_box_reg: 0.0260 (0.0287) time: 1.7463 (1.3540) data: 0.0847 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:04:53,428 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:20:00 iter: 4020 loss: 0.5485 (0.6522) loss_box_reg: 0.1216 (0.1292) loss_classifier: 0.3140 (0.3811) loss_objectness: 0.0881 (0.1133) loss_rpn_box_reg: 0.0257 (0.0287) time: 1.1796 (1.3538) data: 0.0558 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:05:21,815 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:20:01 iter: 4040 loss: 0.5457 (0.6517) loss_box_reg: 0.1204 (0.1292) loss_classifier: 0.3179 (0.3808) loss_objectness: 0.0887 (0.1131) loss_rpn_box_reg: 0.0266 (0.0287) time: 1.1972 (1.3541) data: 0.0534 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:05:46,242 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:18:38 iter: 4060 loss: 0.5494 (0.6513) loss_box_reg: 0.1226 (0.1291) loss_classifier: 0.3194 (0.3805) loss_objectness: 0.0893 (0.1130) loss_rpn_box_reg: 0.0242 (0.0286) time: 1.1826 (1.3535) data: 0.0447 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:06:11,703 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:17:37 iter: 4080 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0.0621 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 11:17:54,681 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:05:42 iter: 4600 loss: 0.5489 (0.6410) loss_box_reg: 0.1270 (0.1287) loss_classifier: 0.3191 (0.3738) loss_objectness: 0.0853 (0.1102) loss_rpn_box_reg: 0.0263 (0.0283) time: 1.3570 (1.3530) data: 0.0587 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:18:23,690 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:05:51 iter: 4620 loss: 0.5531 (0.6407) loss_box_reg: 0.1215 (0.1286) loss_classifier: 0.3188 (0.3736) loss_objectness: 0.0886 (0.1101) loss_rpn_box_reg: 0.0248 (0.0283) time: 1.1973 (1.3534) data: 0.0598 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:18:51,310 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:05:34 iter: 4640 loss: 0.5610 (0.6404) loss_box_reg: 0.1290 (0.1286) loss_classifier: 0.3219 (0.3733) loss_objectness: 0.0890 (0.1100) loss_rpn_box_reg: 0.0260 (0.0283) time: 1.2627 (1.3535) data: 0.0628 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:19:16,906 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loss: 0.5473 (0.6388) loss_box_reg: 0.1190 (0.1285) loss_classifier: 0.3142 (0.3723) loss_objectness: 0.0874 (0.1097) loss_rpn_box_reg: 0.0257 (0.0283) time: 1.1835 (1.3527) data: 0.0735 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:21:03,240 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:02:17 iter: 4740 loss: 0.5485 (0.6384) loss_box_reg: 0.1211 (0.1285) loss_classifier: 0.3108 (0.3721) loss_objectness: 0.0859 (0.1095) loss_rpn_box_reg: 0.0250 (0.0283) time: 1.2585 (1.3528) data: 0.0524 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:21:27,125 maskrcnn_benchmark.trainer INFO: eta: 1 day, 8:00:53 iter: 4760 loss: 0.5423 (0.6380) loss_box_reg: 0.1214 (0.1285) loss_classifier: 0.3169 (0.3718) loss_objectness: 0.0873 (0.1095) loss_rpn_box_reg: 0.0254 (0.0283) time: 1.1172 (1.3521) data: 0.0591 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:21:51,484 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:59:38 iter: 4780 loss: 0.5540 (0.6377) loss_box_reg: 0.1253 (0.1285) 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loss_rpn_box_reg: 0.0257 (0.0282) time: 1.2367 (1.3519) data: 0.0535 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:23:40,535 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:58:06 iter: 4860 loss: 0.5539 (0.6364) loss_box_reg: 0.1223 (0.1284) loss_classifier: 0.3141 (0.3707) loss_objectness: 0.0865 (0.1090) loss_rpn_box_reg: 0.0256 (0.0282) time: 1.2945 (1.3517) data: 0.0549 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:24:08,885 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:58:02 iter: 4880 loss: 0.5722 (0.6361) loss_box_reg: 0.1291 (0.1284) loss_classifier: 0.3230 (0.3705) loss_objectness: 0.0874 (0.1089) loss_rpn_box_reg: 0.0254 (0.0282) time: 1.3296 (1.3520) data: 0.0450 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 11:24:37,133 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:57:56 iter: 4900 loss: 0.5476 (0.6357) loss_box_reg: 0.1244 (0.1284) loss_classifier: 0.3191 (0.3703) loss_objectness: 0.0888 (0.1089) loss_rpn_box_reg: 0.0255 (0.0282) time: 1.1572 (1.3523) data: 0.0501 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:25:07,670 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:58:30 iter: 4920 loss: 0.5597 (0.6354) loss_box_reg: 0.1269 (0.1284) loss_classifier: 0.3187 (0.3701) loss_objectness: 0.0893 (0.1088) loss_rpn_box_reg: 0.0265 (0.0282) time: 1.1426 (1.3530) data: 0.0668 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 11:25:35,099 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:58:09 iter: 4940 loss: 0.5510 (0.6351) loss_box_reg: 0.1213 (0.1284) loss_classifier: 0.3112 (0.3699) loss_objectness: 0.0872 (0.1087) loss_rpn_box_reg: 0.0271 (0.0282) time: 1.0944 (1.3530) data: 0.0490 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:25:59,884 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:57:03 iter: 4960 loss: 0.5687 (0.6348) loss_box_reg: 0.1265 (0.1283) loss_classifier: 0.3262 (0.3697) loss_objectness: 0.0862 (0.1086) loss_rpn_box_reg: 0.0259 (0.0282) time: 1.1463 (1.3526) data: 0.0533 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 11:26:31,126 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:57:47 iter: 4980 loss: 0.5354 (0.6344) loss_box_reg: 0.1207 (0.1283) loss_classifier: 0.3143 (0.3694) loss_objectness: 0.0864 (0.1085) loss_rpn_box_reg: 0.0256 (0.0282) time: 1.3697 (1.3534) data: 0.0761 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:26:56,708 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:56:55 iter: 5000 loss: 0.5417 (0.6341) loss_box_reg: 0.1224 (0.1283) loss_classifier: 0.3092 (0.3692) loss_objectness: 0.0848 (0.1084) loss_rpn_box_reg: 0.0259 (0.0281) time: 1.2213 (1.3531) data: 0.0700 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 11:26:56,710 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0005000.pth 2019-09-20 11:27:20,715 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:55:36 iter: 5020 loss: 0.5371 (0.6337) loss_box_reg: 0.1183 (0.1283) loss_classifier: 0.3062 (0.3690) loss_objectness: 0.0873 (0.1084) loss_rpn_box_reg: 0.0259 (0.0281) time: 1.1487 (1.3525) data: 0.0478 (0.0815) lr: 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loss: 0.5754 (0.6264) loss_box_reg: 0.1286 (0.1278) loss_classifier: 0.3233 (0.3642) loss_objectness: 0.0905 (0.1065) loss_rpn_box_reg: 0.0263 (0.0279) time: 1.1585 (1.3527) data: 0.0455 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:38:12,683 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:45:29 iter: 5500 loss: 0.5426 (0.6262) loss_box_reg: 0.1240 (0.1278) loss_classifier: 0.3106 (0.3641) loss_objectness: 0.0838 (0.1064) loss_rpn_box_reg: 0.0246 (0.0279) time: 1.2011 (1.3530) data: 0.0491 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 11:38:36,717 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:44:16 iter: 5520 loss: 0.5517 (0.6259) loss_box_reg: 0.1259 (0.1278) loss_classifier: 0.3190 (0.3639) loss_objectness: 0.0852 (0.1063) loss_rpn_box_reg: 0.0252 (0.0279) time: 1.0842 (1.3525) data: 0.0499 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 11:39:03,869 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:43:50 iter: 5540 loss: 0.5343 (0.6256) loss_box_reg: 0.1213 (0.1278) 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0.0633 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 11:42:02,830 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:38:07 iter: 5680 loss: 0.5401 (0.6236) loss_box_reg: 0.1220 (0.1277) loss_classifier: 0.3080 (0.3624) loss_objectness: 0.0810 (0.1057) loss_rpn_box_reg: 0.0254 (0.0278) time: 1.2300 (1.3507) data: 0.0860 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 11:42:30,223 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:37:46 iter: 5700 loss: 0.5356 (0.6233) loss_box_reg: 0.1229 (0.1276) loss_classifier: 0.3015 (0.3622) loss_objectness: 0.0817 (0.1057) loss_rpn_box_reg: 0.0254 (0.0278) time: 1.2641 (1.3507) data: 0.0685 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 11:42:57,020 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:37:15 iter: 5720 loss: 0.5451 (0.6231) loss_box_reg: 0.1248 (0.1276) loss_classifier: 0.3132 (0.3620) loss_objectness: 0.0850 (0.1056) loss_rpn_box_reg: 0.0256 (0.0278) time: 1.2343 (1.3507) data: 0.0572 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 11:43:25,354 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maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:25:16 iter: 6380 loss: 0.5359 (0.6139) loss_box_reg: 0.1186 (0.1270) loss_classifier: 0.3032 (0.3560) loss_objectness: 0.0831 (0.1034) loss_rpn_box_reg: 0.0244 (0.0276) time: 1.1868 (1.3527) data: 0.0564 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 11:58:25,984 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:24:14 iter: 6400 loss: 0.5241 (0.6137) loss_box_reg: 0.1206 (0.1269) loss_classifier: 0.3020 (0.3559) loss_objectness: 0.0831 (0.1033) loss_rpn_box_reg: 0.0259 (0.0276) time: 1.1184 (1.3523) data: 0.0461 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 11:58:49,243 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:22:58 iter: 6420 loss: 0.5233 (0.6134) loss_box_reg: 0.1197 (0.1269) loss_classifier: 0.3016 (0.3557) loss_objectness: 0.0839 (0.1033) loss_rpn_box_reg: 0.0252 (0.0275) time: 1.0610 (1.3517) data: 0.0480 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 11:59:16,761 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:22:37 iter: 6440 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maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:15:55 iter: 6700 loss: 0.5237 (0.6099) loss_box_reg: 0.1187 (0.1267) loss_classifier: 0.2955 (0.3534) loss_objectness: 0.0793 (0.1024) loss_rpn_box_reg: 0.0253 (0.0274) time: 1.1898 (1.3512) data: 0.0593 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:05:30,850 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:15:24 iter: 6720 loss: 0.5374 (0.6097) loss_box_reg: 0.1197 (0.1267) loss_classifier: 0.3082 (0.3533) loss_objectness: 0.0853 (0.1023) loss_rpn_box_reg: 0.0257 (0.0274) time: 1.1813 (1.3512) data: 0.0516 (0.0815) lr: 0.060000 max mem: 7935 2019-09-20 12:05:57,942 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:14:57 iter: 6740 loss: 0.5183 (0.6094) loss_box_reg: 0.1195 (0.1266) loss_classifier: 0.2957 (0.3531) loss_objectness: 0.0775 (0.1023) loss_rpn_box_reg: 0.0234 (0.0274) time: 1.1468 (1.3512) data: 0.0524 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:06:23,865 maskrcnn_benchmark.trainer INFO: eta: 1 day, 7:14:17 iter: 6760 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loss_classifier: 0.2813 (0.3475) loss_objectness: 0.0811 (0.1003) loss_rpn_box_reg: 0.0270 (0.0272) time: 1.3183 (1.3511) data: 0.0567 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 12:22:37,506 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:58:14 iter: 7480 loss: 0.5190 (0.6007) loss_box_reg: 0.1185 (0.1259) loss_classifier: 0.2934 (0.3474) loss_objectness: 0.0803 (0.1002) loss_rpn_box_reg: 0.0241 (0.0272) time: 1.2196 (1.3511) data: 0.0543 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:23:07,549 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:58:20 iter: 7500 loss: 0.5201 (0.6005) loss_box_reg: 0.1178 (0.1259) loss_classifier: 0.2939 (0.3473) loss_objectness: 0.0775 (0.1002) loss_rpn_box_reg: 0.0232 (0.0272) time: 1.1805 (1.3515) data: 0.0657 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:23:07,552 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0007500.pth 2019-09-20 12:23:36,038 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:58:09 iter: 7520 loss: 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loss: 0.4936 (0.5935) loss_box_reg: 0.1162 (0.1253) loss_classifier: 0.2796 (0.3426) loss_objectness: 0.0766 (0.0986) loss_rpn_box_reg: 0.0242 (0.0270) time: 1.1677 (1.3500) data: 0.0500 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:38:12,868 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:40:44 iter: 8180 loss: 0.4990 (0.5933) loss_box_reg: 0.1147 (0.1253) loss_classifier: 0.2800 (0.3425) loss_objectness: 0.0808 (0.0985) loss_rpn_box_reg: 0.0249 (0.0270) time: 1.1453 (1.3498) data: 0.0469 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:38:37,725 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:39:56 iter: 8200 loss: 0.4955 (0.5931) loss_box_reg: 0.1172 (0.1252) loss_classifier: 0.2845 (0.3423) loss_objectness: 0.0783 (0.0985) loss_rpn_box_reg: 0.0239 (0.0270) time: 1.1640 (1.3496) data: 0.0475 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:39:03,887 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:39:21 iter: 8220 loss: 0.5040 (0.5929) loss_box_reg: 0.1148 (0.1252) 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loss_rpn_box_reg: 0.0250 (0.0270) time: 1.4400 (1.3501) data: 0.0451 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:40:54,796 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:38:02 iter: 8300 loss: 0.5076 (0.5921) loss_box_reg: 0.1187 (0.1252) loss_classifier: 0.2889 (0.3417) loss_objectness: 0.0782 (0.0983) loss_rpn_box_reg: 0.0240 (0.0270) time: 1.1752 (1.3498) data: 0.0573 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:41:20,362 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:37:21 iter: 8320 loss: 0.5127 (0.5919) loss_box_reg: 0.1199 (0.1252) loss_classifier: 0.2908 (0.3416) loss_objectness: 0.0781 (0.0982) loss_rpn_box_reg: 0.0243 (0.0270) time: 1.1654 (1.3497) data: 0.0525 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:41:48,463 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:37:05 iter: 8340 loss: 0.4965 (0.5917) loss_box_reg: 0.1167 (0.1251) loss_classifier: 0.2804 (0.3414) loss_objectness: 0.0793 (0.0982) loss_rpn_box_reg: 0.0247 (0.0270) time: 1.2438 (1.3498) data: 0.0682 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:42:16,067 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:36:43 iter: 8360 loss: 0.5055 (0.5915) loss_box_reg: 0.1134 (0.1251) loss_classifier: 0.2836 (0.3413) loss_objectness: 0.0753 (0.0981) loss_rpn_box_reg: 0.0237 (0.0269) time: 1.3217 (1.3499) data: 0.0664 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:42:42,363 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:36:10 iter: 8380 loss: 0.5141 (0.5913) loss_box_reg: 0.1175 (0.1251) loss_classifier: 0.2869 (0.3412) loss_objectness: 0.0810 (0.0981) loss_rpn_box_reg: 0.0256 (0.0269) time: 1.1778 (1.3498) data: 0.0487 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:43:10,903 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:35:58 iter: 8400 loss: 0.5099 (0.5911) loss_box_reg: 0.1167 (0.1251) loss_classifier: 0.2887 (0.3411) loss_objectness: 0.0781 (0.0980) loss_rpn_box_reg: 0.0259 (0.0269) time: 1.2526 (1.3500) data: 0.0690 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:43:40,995 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:36:01 iter: 8420 loss: 0.5004 (0.5909) loss_box_reg: 0.1178 (0.1251) loss_classifier: 0.2840 (0.3410) loss_objectness: 0.0822 (0.0980) loss_rpn_box_reg: 0.0255 (0.0269) time: 1.4330 (1.3503) data: 0.0700 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:44:11,110 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:36:04 iter: 8440 loss: 0.5065 (0.5907) loss_box_reg: 0.1187 (0.1250) loss_classifier: 0.2800 (0.3408) loss_objectness: 0.0759 (0.0979) loss_rpn_box_reg: 0.0231 (0.0269) time: 1.1512 (1.3507) data: 0.0583 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:44:34,820 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:35:05 iter: 8460 loss: 0.5117 (0.5905) loss_box_reg: 0.1149 (0.1250) loss_classifier: 0.2882 (0.3407) loss_objectness: 0.0782 (0.0979) loss_rpn_box_reg: 0.0254 (0.0269) time: 1.1250 (1.3503) data: 0.0494 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:45:00,377 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:34:24 iter: 8480 loss: 0.5125 (0.5904) loss_box_reg: 0.1191 (0.1250) loss_classifier: 0.2907 (0.3406) loss_objectness: 0.0795 (0.0979) loss_rpn_box_reg: 0.0250 (0.0269) time: 1.1330 (1.3502) data: 0.0538 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:45:29,450 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:34:17 iter: 8500 loss: 0.4891 (0.5901) loss_box_reg: 0.1111 (0.1250) loss_classifier: 0.2744 (0.3404) loss_objectness: 0.0762 (0.0978) loss_rpn_box_reg: 0.0232 (0.0269) time: 1.2360 (1.3504) data: 0.0582 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:46:01,480 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:34:38 iter: 8520 loss: 0.4950 (0.5899) loss_box_reg: 0.1158 (0.1250) loss_classifier: 0.2842 (0.3403) loss_objectness: 0.0784 (0.0978) loss_rpn_box_reg: 0.0246 (0.0269) time: 1.4233 (1.3510) data: 0.0654 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 12:46:25,657 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:33:44 iter: 8540 loss: 0.4971 (0.5897) loss_box_reg: 0.1154 (0.1249) 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0.0785 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:49:42,796 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:31:50 iter: 8680 loss: 0.5127 (0.5883) loss_box_reg: 0.1171 (0.1248) loss_classifier: 0.2898 (0.3392) loss_objectness: 0.0791 (0.0974) loss_rpn_box_reg: 0.0248 (0.0269) time: 1.2427 (1.3516) data: 0.0554 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:50:08,261 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:31:08 iter: 8700 loss: 0.4928 (0.5881) loss_box_reg: 0.1132 (0.1248) loss_classifier: 0.2773 (0.3391) loss_objectness: 0.0769 (0.0974) loss_rpn_box_reg: 0.0230 (0.0269) time: 1.1519 (1.3514) data: 0.0523 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:50:36,837 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:30:56 iter: 8720 loss: 0.5008 (0.5879) loss_box_reg: 0.1180 (0.1248) loss_classifier: 0.2848 (0.3390) loss_objectness: 0.0777 (0.0973) loss_rpn_box_reg: 0.0247 (0.0268) time: 1.2255 (1.3516) data: 0.0570 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:51:02,655 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0.0562 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:56:54,903 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:24:34 iter: 9000 loss: 0.4994 (0.5854) loss_box_reg: 0.1169 (0.1246) loss_classifier: 0.2814 (0.3373) loss_objectness: 0.0771 (0.0967) loss_rpn_box_reg: 0.0244 (0.0268) time: 1.2639 (1.3515) data: 0.0489 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:57:20,061 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:23:50 iter: 9020 loss: 0.5103 (0.5852) loss_box_reg: 0.1172 (0.1245) loss_classifier: 0.2877 (0.3372) loss_objectness: 0.0812 (0.0967) loss_rpn_box_reg: 0.0253 (0.0268) time: 1.1274 (1.3513) data: 0.0510 (0.0818) lr: 0.060000 max mem: 7935 2019-09-20 12:57:47,062 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:23:23 iter: 9040 loss: 0.5200 (0.5851) loss_box_reg: 0.1184 (0.1245) loss_classifier: 0.2926 (0.3371) loss_objectness: 0.0798 (0.0967) loss_rpn_box_reg: 0.0252 (0.0268) time: 1.2034 (1.3513) data: 0.0461 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:58:13,955 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:22:54 iter: 9060 loss: 0.4919 (0.5849) loss_box_reg: 0.1154 (0.1245) loss_classifier: 0.2786 (0.3370) loss_objectness: 0.0770 (0.0966) loss_rpn_box_reg: 0.0243 (0.0268) time: 1.1911 (1.3513) data: 0.0524 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:58:39,761 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:22:16 iter: 9080 loss: 0.5043 (0.5847) loss_box_reg: 0.1185 (0.1245) loss_classifier: 0.2825 (0.3369) loss_objectness: 0.0737 (0.0966) loss_rpn_box_reg: 0.0242 (0.0268) time: 1.1309 (1.3512) data: 0.0502 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:59:07,181 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:21:53 iter: 9100 loss: 0.4831 (0.5845) loss_box_reg: 0.1158 (0.1245) loss_classifier: 0.2733 (0.3367) loss_objectness: 0.0802 (0.0965) loss_rpn_box_reg: 0.0248 (0.0268) time: 1.2167 (1.3512) data: 0.0526 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 12:59:31,927 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:21:06 iter: 9120 loss: 0.4949 (0.5843) loss_box_reg: 0.1127 (0.1245) loss_classifier: 0.2742 (0.3366) loss_objectness: 0.0776 (0.0965) loss_rpn_box_reg: 0.0244 (0.0267) time: 1.1878 (1.3510) data: 0.0485 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 13:00:01,070 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:20:58 iter: 9140 loss: 0.5056 (0.5841) loss_box_reg: 0.1194 (0.1244) loss_classifier: 0.2823 (0.3365) loss_objectness: 0.0744 (0.0965) loss_rpn_box_reg: 0.0234 (0.0267) time: 1.2152 (1.3512) data: 0.0678 (0.0816) lr: 0.060000 max mem: 7935 2019-09-20 13:00:28,499 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:20:34 iter: 9160 loss: 0.4920 (0.5839) loss_box_reg: 0.1135 (0.1244) loss_classifier: 0.2753 (0.3364) loss_objectness: 0.0780 (0.0964) loss_rpn_box_reg: 0.0254 (0.0267) time: 1.2265 (1.3512) data: 0.0577 (0.0817) lr: 0.060000 max mem: 7935 2019-09-20 13:00:56,486 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:20:16 iter: 9180 loss: 0.4864 (0.5837) loss_box_reg: 0.1136 (0.1244) 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loss_rpn_box_reg: 0.0239 (0.0267) time: 1.1826 (1.3517) data: 0.0618 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 13:02:52,005 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:19:32 iter: 9260 loss: 0.4953 (0.5829) loss_box_reg: 0.1116 (0.1243) loss_classifier: 0.2794 (0.3357) loss_objectness: 0.0759 (0.0962) loss_rpn_box_reg: 0.0236 (0.0267) time: 1.5770 (1.3521) data: 0.0853 (0.0819) lr: 0.060000 max mem: 7935 2019-09-20 13:03:20,603 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:19:19 iter: 9280 loss: 0.4977 (0.5828) loss_box_reg: 0.1142 (0.1243) loss_classifier: 0.2770 (0.3356) loss_objectness: 0.0770 (0.0962) loss_rpn_box_reg: 0.0243 (0.0267) time: 1.1636 (1.3523) data: 0.0478 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 13:03:46,198 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:18:39 iter: 9300 loss: 0.4905 (0.5826) loss_box_reg: 0.1140 (0.1243) loss_classifier: 0.2760 (0.3355) loss_objectness: 0.0770 (0.0961) loss_rpn_box_reg: 0.0240 (0.0267) time: 1.1539 (1.3522) data: 0.0566 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 13:04:14,017 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:18:19 iter: 9320 loss: 0.5031 (0.5824) loss_box_reg: 0.1155 (0.1243) loss_classifier: 0.2850 (0.3354) loss_objectness: 0.0781 (0.0961) loss_rpn_box_reg: 0.0233 (0.0267) time: 1.2035 (1.3522) data: 0.0457 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 13:04:46,097 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:18:35 iter: 9340 loss: 0.4863 (0.5822) loss_box_reg: 0.1157 (0.1242) loss_classifier: 0.2785 (0.3352) loss_objectness: 0.0735 (0.0961) loss_rpn_box_reg: 0.0239 (0.0267) time: 1.4707 (1.3528) data: 0.0821 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:05:13,306 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:18:09 iter: 9360 loss: 0.4994 (0.5821) loss_box_reg: 0.1156 (0.1242) loss_classifier: 0.2765 (0.3351) loss_objectness: 0.0770 (0.0960) loss_rpn_box_reg: 0.0235 (0.0267) time: 1.2768 (1.3528) data: 0.0542 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:05:40,552 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:17:44 iter: 9380 loss: 0.4925 (0.5819) loss_box_reg: 0.1165 (0.1242) loss_classifier: 0.2813 (0.3350) loss_objectness: 0.0743 (0.0960) loss_rpn_box_reg: 0.0244 (0.0267) time: 1.2273 (1.3528) data: 0.0714 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:06:10,629 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:17:43 iter: 9400 loss: 0.4999 (0.5817) loss_box_reg: 0.1161 (0.1242) loss_classifier: 0.2812 (0.3349) loss_objectness: 0.0787 (0.0959) loss_rpn_box_reg: 0.0229 (0.0267) time: 1.3620 (1.3531) data: 0.0722 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:06:35,952 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:17:01 iter: 9420 loss: 0.5007 (0.5815) loss_box_reg: 0.1151 (0.1242) loss_classifier: 0.2755 (0.3348) loss_objectness: 0.0786 (0.0959) loss_rpn_box_reg: 0.0246 (0.0267) time: 1.1262 (1.3530) data: 0.0492 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:07:02,295 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:16:28 iter: 9440 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0.0512 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:11:27,093 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:11:09 iter: 9640 loss: 0.4817 (0.5796) loss_box_reg: 0.1127 (0.1240) loss_classifier: 0.2783 (0.3335) loss_objectness: 0.0743 (0.0955) loss_rpn_box_reg: 0.0226 (0.0266) time: 1.1474 (1.3523) data: 0.0515 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:11:51,799 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:10:22 iter: 9660 loss: 0.4988 (0.5794) loss_box_reg: 0.1173 (0.1240) loss_classifier: 0.2761 (0.3334) loss_objectness: 0.0790 (0.0955) loss_rpn_box_reg: 0.0249 (0.0266) time: 1.1387 (1.3520) data: 0.0444 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:12:18,775 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:09:55 iter: 9680 loss: 0.4900 (0.5793) loss_box_reg: 0.1145 (0.1240) loss_classifier: 0.2776 (0.3333) loss_objectness: 0.0772 (0.0954) loss_rpn_box_reg: 0.0242 (0.0266) time: 1.1705 (1.3520) data: 0.0597 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:12:46,700 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:09:35 iter: 9700 loss: 0.5060 (0.5791) loss_box_reg: 0.1168 (0.1239) loss_classifier: 0.2885 (0.3332) loss_objectness: 0.0771 (0.0954) loss_rpn_box_reg: 0.0248 (0.0266) time: 1.2477 (1.3521) data: 0.0532 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:13:11,582 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:08:50 iter: 9720 loss: 0.4797 (0.5789) loss_box_reg: 0.1095 (0.1239) loss_classifier: 0.2676 (0.3331) loss_objectness: 0.0736 (0.0953) loss_rpn_box_reg: 0.0233 (0.0266) time: 1.1613 (1.3519) data: 0.0675 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:13:40,119 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:08:35 iter: 9740 loss: 0.4998 (0.5788) loss_box_reg: 0.1142 (0.1239) loss_classifier: 0.2791 (0.3330) loss_objectness: 0.0777 (0.0953) loss_rpn_box_reg: 0.0254 (0.0266) time: 1.3349 (1.3521) data: 0.0745 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:14:07,471 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:08:11 iter: 9760 loss: 0.4921 (0.5786) loss_box_reg: 0.1171 (0.1239) loss_classifier: 0.2744 (0.3328) loss_objectness: 0.0777 (0.0953) loss_rpn_box_reg: 0.0241 (0.0266) time: 1.2214 (1.3521) data: 0.0553 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:14:34,990 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:07:48 iter: 9780 loss: 0.4930 (0.5784) loss_box_reg: 0.1142 (0.1239) loss_classifier: 0.2667 (0.3327) loss_objectness: 0.0774 (0.0952) loss_rpn_box_reg: 0.0241 (0.0266) time: 1.2488 (1.3521) data: 0.0545 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:15:02,140 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:07:22 iter: 9800 loss: 0.4815 (0.5782) loss_box_reg: 0.1127 (0.1239) loss_classifier: 0.2671 (0.3326) loss_objectness: 0.0754 (0.0952) loss_rpn_box_reg: 0.0232 (0.0266) time: 1.2751 (1.3521) data: 0.0524 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:15:30,279 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:07:04 iter: 9820 loss: 0.4994 (0.5781) loss_box_reg: 0.1154 (0.1238) loss_classifier: 0.2841 (0.3325) loss_objectness: 0.0794 (0.0952) loss_rpn_box_reg: 0.0241 (0.0266) time: 1.1636 (1.3523) data: 0.0527 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:15:59,772 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:06:56 iter: 9840 loss: 0.5109 (0.5779) loss_box_reg: 0.1176 (0.1238) loss_classifier: 0.2808 (0.3324) loss_objectness: 0.0753 (0.0951) loss_rpn_box_reg: 0.0239 (0.0266) time: 1.2239 (1.3525) data: 0.0516 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:16:26,101 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:06:24 iter: 9860 loss: 0.5014 (0.5778) loss_box_reg: 0.1120 (0.1238) loss_classifier: 0.2846 (0.3323) loss_objectness: 0.0777 (0.0951) loss_rpn_box_reg: 0.0254 (0.0266) time: 1.2471 (1.3524) data: 0.0580 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:16:52,071 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:05:48 iter: 9880 loss: 0.4945 (0.5776) loss_box_reg: 0.1163 (0.1238) loss_classifier: 0.2744 (0.3322) loss_objectness: 0.0794 (0.0951) loss_rpn_box_reg: 0.0253 (0.0266) time: 1.3180 (1.3523) data: 0.0539 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:17:19,577 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:05:24 iter: 9900 loss: 0.4932 (0.5775) loss_box_reg: 0.1133 (0.1238) loss_classifier: 0.2779 (0.3321) loss_objectness: 0.0774 (0.0950) loss_rpn_box_reg: 0.0242 (0.0266) time: 1.2308 (1.3524) data: 0.0536 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 13:17:44,939 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:04:44 iter: 9920 loss: 0.5048 (0.5773) loss_box_reg: 0.1172 (0.1238) loss_classifier: 0.2836 (0.3320) loss_objectness: 0.0769 (0.0950) loss_rpn_box_reg: 0.0238 (0.0266) time: 1.1650 (1.3522) data: 0.0608 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:18:11,349 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:04:12 iter: 9940 loss: 0.5176 (0.5772) loss_box_reg: 0.1173 (0.1238) loss_classifier: 0.2890 (0.3319) loss_objectness: 0.0818 (0.0950) loss_rpn_box_reg: 0.0262 (0.0266) time: 1.1830 (1.3521) data: 0.0589 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:18:38,906 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:03:49 iter: 9960 loss: 0.4945 (0.5770) loss_box_reg: 0.1173 (0.1237) loss_classifier: 0.2743 (0.3318) loss_objectness: 0.0792 (0.0949) loss_rpn_box_reg: 0.0244 (0.0265) time: 1.1502 (1.3522) data: 0.0545 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:19:04,726 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:03:12 iter: 9980 loss: 0.4912 (0.5769) loss_box_reg: 0.1191 (0.1237) loss_classifier: 0.2758 (0.3317) loss_objectness: 0.0761 (0.0949) loss_rpn_box_reg: 0.0247 (0.0265) time: 1.1509 (1.3521) data: 0.0661 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:19:30,171 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:02:32 iter: 10000 loss: 0.4913 (0.5767) loss_box_reg: 0.1144 (0.1237) loss_classifier: 0.2758 (0.3316) loss_objectness: 0.0760 (0.0949) loss_rpn_box_reg: 0.0228 (0.0265) time: 1.2073 (1.3519) data: 0.0696 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:19:30,174 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0010000.pth 2019-09-20 13:19:57,270 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:02:06 iter: 10020 loss: 0.4785 (0.5765) loss_box_reg: 0.1124 (0.1237) loss_classifier: 0.2699 (0.3315) loss_objectness: 0.0763 (0.0948) loss_rpn_box_reg: 0.0223 (0.0265) time: 1.2710 (1.3519) data: 0.0534 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:20:26,847 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:01:59 iter: 10040 loss: 0.4875 (0.5764) loss_box_reg: 0.1147 (0.1237) loss_classifier: 0.2753 (0.3314) loss_objectness: 0.0756 (0.0948) loss_rpn_box_reg: 0.0242 (0.0265) time: 1.2320 (1.3522) data: 0.0649 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:20:56,324 maskrcnn_benchmark.trainer INFO: eta: 1 day, 6:01:51 iter: 10060 loss: 0.4927 (0.5762) loss_box_reg: 0.1168 (0.1237) loss_classifier: 0.2775 (0.3313) loss_objectness: 0.0762 (0.0948) loss_rpn_box_reg: 0.0224 (0.0265) time: 1.3943 (1.3524) data: 0.0678 (0.0824) 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13:29:47,195 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:51:33 iter: 10460 loss: 0.4801 (0.5730) loss_box_reg: 0.1161 (0.1234) loss_classifier: 0.2709 (0.3291) loss_objectness: 0.0739 (0.0941) loss_rpn_box_reg: 0.0242 (0.0264) time: 1.1414 (1.3514) data: 0.0510 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:30:11,567 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:50:46 iter: 10480 loss: 0.4806 (0.5728) loss_box_reg: 0.1124 (0.1233) loss_classifier: 0.2702 (0.3290) loss_objectness: 0.0771 (0.0940) loss_rpn_box_reg: 0.0233 (0.0264) time: 1.1365 (1.3512) data: 0.0479 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:30:38,161 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:50:16 iter: 10500 loss: 0.5037 (0.5727) loss_box_reg: 0.1194 (0.1233) loss_classifier: 0.2822 (0.3289) loss_objectness: 0.0775 (0.0940) loss_rpn_box_reg: 0.0237 (0.0264) time: 1.2773 (1.3511) data: 0.0539 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:31:10,736 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(1.3527) data: 0.0429 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:35:47,874 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:46:51 iter: 10720 loss: 0.5069 (0.5710) loss_box_reg: 0.1188 (0.1232) loss_classifier: 0.2836 (0.3278) loss_objectness: 0.0777 (0.0936) loss_rpn_box_reg: 0.0249 (0.0264) time: 1.1082 (1.3523) data: 0.0586 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:36:11,951 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:46:02 iter: 10740 loss: 0.4884 (0.5708) loss_box_reg: 0.1168 (0.1231) loss_classifier: 0.2754 (0.3277) loss_objectness: 0.0768 (0.0936) loss_rpn_box_reg: 0.0233 (0.0264) time: 1.1170 (1.3520) data: 0.0564 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 13:36:35,123 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:45:06 iter: 10760 loss: 0.4808 (0.5707) loss_box_reg: 0.1153 (0.1231) loss_classifier: 0.2683 (0.3276) loss_objectness: 0.0765 (0.0936) loss_rpn_box_reg: 0.0232 (0.0264) time: 1.1246 (1.3517) data: 0.0486 (0.0820) lr: 0.060000 max mem: 7935 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(0.1225) loss_classifier: 0.2675 (0.3235) loss_objectness: 0.0740 (0.0923) loss_rpn_box_reg: 0.0226 (0.0262) time: 1.3100 (1.3528) data: 0.0649 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 13:56:13,322 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:27:30 iter: 11620 loss: 0.4771 (0.5644) loss_box_reg: 0.1128 (0.1225) loss_classifier: 0.2656 (0.3235) loss_objectness: 0.0730 (0.0922) loss_rpn_box_reg: 0.0226 (0.0262) time: 1.4792 (1.3530) data: 0.0641 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:56:42,354 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:27:16 iter: 11640 loss: 0.5007 (0.5642) loss_box_reg: 0.1174 (0.1225) loss_classifier: 0.2807 (0.3234) loss_objectness: 0.0747 (0.0922) loss_rpn_box_reg: 0.0239 (0.0262) time: 1.2292 (1.3532) data: 0.0579 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:57:10,419 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:26:56 iter: 11660 loss: 0.4752 (0.5641) loss_box_reg: 0.1114 (0.1225) loss_classifier: 0.2660 (0.3233) loss_objectness: 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(1.3534) data: 0.0644 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:58:59,174 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:25:11 iter: 11740 loss: 0.4934 (0.5635) loss_box_reg: 0.1133 (0.1224) loss_classifier: 0.2762 (0.3229) loss_objectness: 0.0742 (0.0921) loss_rpn_box_reg: 0.0233 (0.0262) time: 1.2069 (1.3533) data: 0.0513 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:59:22,884 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:24:21 iter: 11760 loss: 0.4730 (0.5634) loss_box_reg: 0.1101 (0.1224) loss_classifier: 0.2653 (0.3228) loss_objectness: 0.0755 (0.0920) loss_rpn_box_reg: 0.0245 (0.0262) time: 1.1025 (1.3530) data: 0.0565 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 13:59:49,436 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:23:51 iter: 11780 loss: 0.4689 (0.5633) loss_box_reg: 0.1099 (0.1224) loss_classifier: 0.2614 (0.3227) loss_objectness: 0.0736 (0.0920) loss_rpn_box_reg: 0.0234 (0.0261) time: 1.2273 (1.3530) data: 0.0693 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:00:20,367 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:23:50 iter: 11800 loss: 0.4655 (0.5631) loss_box_reg: 0.1120 (0.1224) loss_classifier: 0.2615 (0.3226) loss_objectness: 0.0743 (0.0920) loss_rpn_box_reg: 0.0241 (0.0261) time: 1.3629 (1.3533) data: 0.0723 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:00:49,099 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:23:34 iter: 11820 loss: 0.4838 (0.5630) loss_box_reg: 0.1209 (0.1224) loss_classifier: 0.2741 (0.3226) loss_objectness: 0.0733 (0.0919) loss_rpn_box_reg: 0.0238 (0.0261) time: 1.2162 (1.3535) data: 0.0434 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:01:13,690 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:22:50 iter: 11840 loss: 0.4760 (0.5629) loss_box_reg: 0.1105 (0.1223) loss_classifier: 0.2666 (0.3225) loss_objectness: 0.0752 (0.0919) loss_rpn_box_reg: 0.0226 (0.0261) time: 1.1346 (1.3533) data: 0.0532 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:01:38,169 maskrcnn_benchmark.trainer INFO: eta: 1 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(0.0261) time: 1.3687 (1.3532) data: 0.0635 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:06:12,439 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:17:59 iter: 12060 loss: 0.4825 (0.5614) loss_box_reg: 0.1157 (0.1222) loss_classifier: 0.2670 (0.3215) loss_objectness: 0.0762 (0.0916) loss_rpn_box_reg: 0.0246 (0.0261) time: 1.3965 (1.3533) data: 0.0500 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:06:37,018 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:17:16 iter: 12080 loss: 0.4735 (0.5613) loss_box_reg: 0.1127 (0.1222) loss_classifier: 0.2621 (0.3214) loss_objectness: 0.0735 (0.0916) loss_rpn_box_reg: 0.0237 (0.0261) time: 1.1204 (1.3531) data: 0.0479 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 14:07:06,309 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:17:03 iter: 12100 loss: 0.4788 (0.5611) loss_box_reg: 0.1128 (0.1222) loss_classifier: 0.2667 (0.3213) loss_objectness: 0.0763 (0.0915) loss_rpn_box_reg: 0.0242 (0.0261) time: 1.3232 (1.3533) data: 0.0627 (0.0823) lr: 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(0.0912) loss_rpn_box_reg: 0.0233 (0.0260) time: 1.2302 (1.3519) data: 0.0571 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:13:07,994 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:08:56 iter: 12380 loss: 0.4704 (0.5593) loss_box_reg: 0.1107 (0.1220) loss_classifier: 0.2671 (0.3201) loss_objectness: 0.0732 (0.0912) loss_rpn_box_reg: 0.0242 (0.0260) time: 1.1475 (1.3519) data: 0.0523 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:13:36,753 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:08:40 iter: 12400 loss: 0.4798 (0.5591) loss_box_reg: 0.1107 (0.1219) loss_classifier: 0.2636 (0.3200) loss_objectness: 0.0771 (0.0911) loss_rpn_box_reg: 0.0236 (0.0260) time: 1.2365 (1.3521) data: 0.0597 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:14:02,899 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:08:07 iter: 12420 loss: 0.4623 (0.5590) loss_box_reg: 0.1083 (0.1219) loss_classifier: 0.2555 (0.3199) loss_objectness: 0.0746 (0.0911) loss_rpn_box_reg: 0.0246 (0.0260) time: 1.1668 (1.3520) data: 0.0518 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:14:31,615 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:07:51 iter: 12440 loss: 0.4865 (0.5589) loss_box_reg: 0.1159 (0.1219) loss_classifier: 0.2685 (0.3198) loss_objectness: 0.0755 (0.0911) loss_rpn_box_reg: 0.0243 (0.0260) time: 1.1362 (1.3521) data: 0.0499 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:14:57,657 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:07:18 iter: 12460 loss: 0.4743 (0.5588) loss_box_reg: 0.1131 (0.1219) loss_classifier: 0.2651 (0.3198) loss_objectness: 0.0730 (0.0911) loss_rpn_box_reg: 0.0223 (0.0260) time: 1.1794 (1.3521) data: 0.0442 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:15:23,324 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:06:42 iter: 12480 loss: 0.4836 (0.5586) loss_box_reg: 0.1134 (0.1219) loss_classifier: 0.2643 (0.3197) loss_objectness: 0.0775 (0.0910) loss_rpn_box_reg: 0.0254 (0.0260) time: 1.1753 (1.3519) data: 0.0491 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:15:50,058 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:06:13 iter: 12500 loss: 0.4665 (0.5585) loss_box_reg: 0.1110 (0.1219) loss_classifier: 0.2580 (0.3196) loss_objectness: 0.0732 (0.0910) loss_rpn_box_reg: 0.0238 (0.0260) time: 1.2329 (1.3519) data: 0.0605 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:15:50,062 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0012500.pth 2019-09-20 14:16:17,567 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:05:49 iter: 12520 loss: 0.4727 (0.5584) loss_box_reg: 0.1142 (0.1219) loss_classifier: 0.2653 (0.3195) loss_objectness: 0.0736 (0.0910) loss_rpn_box_reg: 0.0228 (0.0260) time: 1.2211 (1.3520) data: 0.0556 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:16:41,682 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:05:04 iter: 12540 loss: 0.4791 (0.5582) loss_box_reg: 0.1160 (0.1219) loss_classifier: 0.2671 (0.3194) loss_objectness: 0.0734 (0.0909) loss_rpn_box_reg: 0.0229 (0.0260) time: 1.1261 (1.3517) data: 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14:18:31,269 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:03:25 iter: 12620 loss: 0.4801 (0.5578) loss_box_reg: 0.1121 (0.1218) loss_classifier: 0.2688 (0.3191) loss_objectness: 0.0733 (0.0908) loss_rpn_box_reg: 0.0233 (0.0260) time: 1.1680 (1.3518) data: 0.0516 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:18:58,676 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:03:00 iter: 12640 loss: 0.4610 (0.5576) loss_box_reg: 0.1115 (0.1218) loss_classifier: 0.2569 (0.3190) loss_objectness: 0.0734 (0.0908) loss_rpn_box_reg: 0.0234 (0.0260) time: 1.1654 (1.3519) data: 0.0528 (0.0820) lr: 0.060000 max mem: 7935 2019-09-20 14:19:26,547 maskrcnn_benchmark.trainer INFO: eta: 1 day, 5:02:38 iter: 12660 loss: 0.4660 (0.5575) loss_box_reg: 0.1106 (0.1218) loss_classifier: 0.2607 (0.3189) loss_objectness: 0.0718 (0.0908) loss_rpn_box_reg: 0.0235 (0.0260) time: 1.1763 (1.3519) data: 0.0638 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:19:54,563 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.0259) time: 1.2883 (1.3508) data: 0.0782 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:31:22,822 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:49:08 iter: 13200 loss: 0.4718 (0.5539) loss_box_reg: 0.1119 (0.1214) loss_classifier: 0.2648 (0.3166) loss_objectness: 0.0731 (0.0901) loss_rpn_box_reg: 0.0237 (0.0259) time: 1.3957 (1.3509) data: 0.0448 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:31:52,506 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:48:56 iter: 13220 loss: 0.4694 (0.5538) loss_box_reg: 0.1102 (0.1213) loss_classifier: 0.2585 (0.3165) loss_objectness: 0.0723 (0.0900) loss_rpn_box_reg: 0.0240 (0.0259) time: 1.4075 (1.3511) data: 0.0688 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 14:32:19,769 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:48:31 iter: 13240 loss: 0.4758 (0.5537) loss_box_reg: 0.1120 (0.1213) loss_classifier: 0.2618 (0.3164) loss_objectness: 0.0733 (0.0900) loss_rpn_box_reg: 0.0242 (0.0259) time: 1.2759 (1.3511) data: 0.0522 (0.0821) lr: 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(0.0897) loss_rpn_box_reg: 0.0232 (0.0258) time: 1.1386 (1.3519) data: 0.0472 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:38:49,636 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:43:18 iter: 13520 loss: 0.4860 (0.5520) loss_box_reg: 0.1139 (0.1211) loss_classifier: 0.2688 (0.3153) loss_objectness: 0.0723 (0.0897) loss_rpn_box_reg: 0.0229 (0.0258) time: 1.2023 (1.3520) data: 0.0797 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:39:15,008 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:42:41 iter: 13540 loss: 0.4703 (0.5518) loss_box_reg: 0.1079 (0.1211) loss_classifier: 0.2649 (0.3152) loss_objectness: 0.0716 (0.0896) loss_rpn_box_reg: 0.0226 (0.0258) time: 1.1680 (1.3518) data: 0.0667 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:39:40,901 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:42:08 iter: 13560 loss: 0.4732 (0.5517) loss_box_reg: 0.1125 (0.1211) loss_classifier: 0.2627 (0.3151) loss_objectness: 0.0740 (0.0896) loss_rpn_box_reg: 0.0239 (0.0258) time: 1.1566 (1.3518) 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14:41:25,219 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:39:58 iter: 13640 loss: 0.4969 (0.5512) loss_box_reg: 0.1188 (0.1211) loss_classifier: 0.2704 (0.3148) loss_objectness: 0.0738 (0.0895) loss_rpn_box_reg: 0.0246 (0.0258) time: 1.2613 (1.3515) data: 0.0784 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:41:52,297 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:39:31 iter: 13660 loss: 0.4529 (0.5511) loss_box_reg: 0.1082 (0.1210) loss_classifier: 0.2561 (0.3148) loss_objectness: 0.0702 (0.0895) loss_rpn_box_reg: 0.0233 (0.0258) time: 1.1820 (1.3515) data: 0.0582 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 14:42:23,047 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:39:25 iter: 13680 loss: 0.4723 (0.5510) loss_box_reg: 0.1107 (0.1210) loss_classifier: 0.2620 (0.3147) loss_objectness: 0.0737 (0.0895) loss_rpn_box_reg: 0.0240 (0.0258) time: 1.3915 (1.3518) data: 0.0731 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 14:42:49,545 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.0885) loss_rpn_box_reg: 0.0227 (0.0257) time: 1.1501 (1.3519) data: 0.0651 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:01:50,293 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:20:27 iter: 14540 loss: 0.4737 (0.5459) loss_box_reg: 0.1100 (0.1204) loss_classifier: 0.2609 (0.3113) loss_objectness: 0.0748 (0.0884) loss_rpn_box_reg: 0.0246 (0.0257) time: 1.3038 (1.3521) data: 0.0632 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:02:17,849 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:20:03 iter: 14560 loss: 0.4631 (0.5457) loss_box_reg: 0.1107 (0.1204) loss_classifier: 0.2575 (0.3113) loss_objectness: 0.0714 (0.0884) loss_rpn_box_reg: 0.0230 (0.0257) time: 1.1371 (1.3521) data: 0.0486 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:02:46,276 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:19:43 iter: 14580 loss: 0.4568 (0.5456) loss_box_reg: 0.1096 (0.1204) loss_classifier: 0.2525 (0.3112) loss_objectness: 0.0703 (0.0884) loss_rpn_box_reg: 0.0221 (0.0257) time: 1.3129 (1.3522) data: 0.0641 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:03:12,459 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:19:11 iter: 14600 loss: 0.4535 (0.5455) loss_box_reg: 0.1079 (0.1204) loss_classifier: 0.2529 (0.3111) loss_objectness: 0.0694 (0.0884) loss_rpn_box_reg: 0.0236 (0.0257) time: 1.2188 (1.3521) data: 0.0531 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:03:37,262 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:18:33 iter: 14620 loss: 0.4702 (0.5454) loss_box_reg: 0.1096 (0.1203) loss_classifier: 0.2607 (0.3110) loss_objectness: 0.0742 (0.0884) loss_rpn_box_reg: 0.0233 (0.0257) time: 1.1301 (1.3520) data: 0.0492 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:04:07,198 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:18:21 iter: 14640 loss: 0.4671 (0.5453) loss_box_reg: 0.1109 (0.1203) loss_classifier: 0.2567 (0.3110) loss_objectness: 0.0710 (0.0883) loss_rpn_box_reg: 0.0231 (0.0257) time: 1.2972 (1.3522) data: 0.0525 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:04:35,323 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:17:59 iter: 14660 loss: 0.4721 (0.5452) loss_box_reg: 0.1132 (0.1203) loss_classifier: 0.2599 (0.3109) loss_objectness: 0.0743 (0.0883) loss_rpn_box_reg: 0.0234 (0.0257) time: 1.2572 (1.3523) data: 0.0723 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:05:01,140 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:17:26 iter: 14680 loss: 0.4664 (0.5451) loss_box_reg: 0.1089 (0.1203) loss_classifier: 0.2600 (0.3108) loss_objectness: 0.0678 (0.0883) loss_rpn_box_reg: 0.0226 (0.0256) time: 1.1231 (1.3522) data: 0.0575 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:05:30,412 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:17:10 iter: 14700 loss: 0.4819 (0.5450) loss_box_reg: 0.1115 (0.1203) loss_classifier: 0.2654 (0.3108) loss_objectness: 0.0730 (0.0883) loss_rpn_box_reg: 0.0246 (0.0256) time: 1.3680 (1.3523) data: 0.0665 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:05:56,853 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1202) loss_classifier: 0.2613 (0.3105) loss_objectness: 0.0713 (0.0882) loss_rpn_box_reg: 0.0233 (0.0256) time: 1.0651 (1.3522) data: 0.0412 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:07:44,912 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:14:51 iter: 14800 loss: 0.4419 (0.5444) loss_box_reg: 0.1071 (0.1202) loss_classifier: 0.2494 (0.3104) loss_objectness: 0.0682 (0.0882) loss_rpn_box_reg: 0.0226 (0.0256) time: 1.2353 (1.3523) data: 0.0540 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:08:10,952 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:14:19 iter: 14820 loss: 0.4596 (0.5443) loss_box_reg: 0.1056 (0.1202) loss_classifier: 0.2493 (0.3103) loss_objectness: 0.0690 (0.0881) loss_rpn_box_reg: 0.0227 (0.0256) time: 1.2321 (1.3522) data: 0.0463 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:08:39,328 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:13:59 iter: 14840 loss: 0.4391 (0.5442) loss_box_reg: 0.1040 (0.1202) loss_classifier: 0.2416 (0.3102) loss_objectness: 0.0681 (0.0881) loss_rpn_box_reg: 0.0221 (0.0256) time: 1.2888 (1.3523) data: 0.0651 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:09:07,398 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:13:37 iter: 14860 loss: 0.4579 (0.5440) loss_box_reg: 0.1083 (0.1202) loss_classifier: 0.2543 (0.3102) loss_objectness: 0.0707 (0.0881) loss_rpn_box_reg: 0.0229 (0.0256) time: 1.3853 (1.3524) data: 0.0535 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:09:32,545 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:13:00 iter: 14880 loss: 0.4591 (0.5439) loss_box_reg: 0.1127 (0.1202) loss_classifier: 0.2543 (0.3101) loss_objectness: 0.0725 (0.0881) loss_rpn_box_reg: 0.0232 (0.0256) time: 1.1694 (1.3522) data: 0.0511 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:09:57,211 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:12:21 iter: 14900 loss: 0.4670 (0.5438) loss_box_reg: 0.1105 (0.1202) loss_classifier: 0.2614 (0.3100) loss_objectness: 0.0707 (0.0880) loss_rpn_box_reg: 0.0231 (0.0256) time: 1.1291 (1.3521) data: 0.0467 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:10:23,063 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:11:48 iter: 14920 loss: 0.4535 (0.5437) loss_box_reg: 0.1072 (0.1201) loss_classifier: 0.2490 (0.3099) loss_objectness: 0.0706 (0.0880) loss_rpn_box_reg: 0.0239 (0.0256) time: 1.1615 (1.3520) data: 0.0441 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:10:48,442 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:11:13 iter: 14940 loss: 0.4501 (0.5436) loss_box_reg: 0.1087 (0.1201) loss_classifier: 0.2548 (0.3099) loss_objectness: 0.0698 (0.0880) loss_rpn_box_reg: 0.0228 (0.0256) time: 1.1805 (1.3519) data: 0.0418 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:11:16,504 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:10:51 iter: 14960 loss: 0.4557 (0.5435) loss_box_reg: 0.1107 (0.1201) loss_classifier: 0.2554 (0.3098) loss_objectness: 0.0701 (0.0880) loss_rpn_box_reg: 0.0226 (0.0256) time: 1.1952 (1.3520) data: 0.0491 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 15:11:44,523 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:10:29 iter: 14980 loss: 0.4667 (0.5434) loss_box_reg: 0.1101 (0.1201) loss_classifier: 0.2577 (0.3097) loss_objectness: 0.0723 (0.0880) loss_rpn_box_reg: 0.0243 (0.0256) time: 1.2054 (1.3520) data: 0.0639 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 15:12:14,347 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:10:16 iter: 15000 loss: 0.4494 (0.5433) loss_box_reg: 0.1104 (0.1201) loss_classifier: 0.2504 (0.3097) loss_objectness: 0.0686 (0.0879) loss_rpn_box_reg: 0.0220 (0.0256) time: 1.4438 (1.3522) data: 0.1108 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:12:14,349 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0015000.pth 2019-09-20 15:12:41,417 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:09:49 iter: 15020 loss: 0.4558 (0.5432) loss_box_reg: 0.1081 (0.1201) loss_classifier: 0.2518 (0.3096) loss_objectness: 0.0721 (0.0879) loss_rpn_box_reg: 0.0228 (0.0256) time: 1.1372 (1.3522) data: 0.0665 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:13:08,551 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:09:22 iter: 15040 loss: 0.4485 (0.5431) loss_box_reg: 0.1108 (0.1201) loss_classifier: 0.2502 (0.3095) loss_objectness: 0.0676 (0.0879) loss_rpn_box_reg: 0.0208 (0.0256) time: 1.1652 (1.3522) data: 0.0546 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:13:35,260 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:08:53 iter: 15060 loss: 0.4587 (0.5430) loss_box_reg: 0.1117 (0.1201) loss_classifier: 0.2592 (0.3095) loss_objectness: 0.0712 (0.0879) loss_rpn_box_reg: 0.0217 (0.0256) time: 1.1627 (1.3522) data: 0.0423 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:14:03,691 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:08:33 iter: 15080 loss: 0.4504 (0.5428) loss_box_reg: 0.1076 (0.1200) loss_classifier: 0.2485 (0.3094) loss_objectness: 0.0712 (0.0878) loss_rpn_box_reg: 0.0224 (0.0256) time: 1.1897 (1.3523) data: 0.0509 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 15:14:29,393 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:08:00 iter: 15100 loss: 0.4448 (0.5427) loss_box_reg: 0.1056 (0.1200) loss_classifier: 0.2480 (0.3093) loss_objectness: 0.0706 (0.0878) loss_rpn_box_reg: 0.0218 (0.0256) time: 1.1856 (1.3522) data: 0.0824 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:14:54,227 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:07:22 iter: 15120 loss: 0.4505 (0.5426) loss_box_reg: 0.1085 (0.1200) loss_classifier: 0.2513 (0.3092) loss_objectness: 0.0675 (0.0878) loss_rpn_box_reg: 0.0227 (0.0256) time: 1.1066 (1.3521) data: 0.0474 (0.0821) lr: 0.060000 max mem: 7935 2019-09-20 15:15:19,373 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:06:45 iter: 15140 loss: 0.4511 (0.5425) loss_box_reg: 0.1064 (0.1200) loss_classifier: 0.2487 (0.3092) loss_objectness: 0.0724 (0.0878) loss_rpn_box_reg: 0.0225 (0.0256) time: 1.1412 (1.3519) data: 0.0662 (0.0822) lr: 0.060000 max mem: 7935 2019-09-20 15:15:47,760 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1199) loss_classifier: 0.2528 (0.3089) loss_objectness: 0.0724 (0.0877) loss_rpn_box_reg: 0.0238 (0.0256) time: 1.3792 (1.3526) data: 0.0864 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:17:41,058 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:05:02 iter: 15240 loss: 0.4598 (0.5420) loss_box_reg: 0.1068 (0.1199) loss_classifier: 0.2551 (0.3088) loss_objectness: 0.0672 (0.0877) loss_rpn_box_reg: 0.0208 (0.0256) time: 1.1349 (1.3524) data: 0.0534 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:18:12,324 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:04:55 iter: 15260 loss: 0.4489 (0.5418) loss_box_reg: 0.1095 (0.1199) loss_classifier: 0.2506 (0.3087) loss_objectness: 0.0710 (0.0876) loss_rpn_box_reg: 0.0221 (0.0256) time: 1.4593 (1.3526) data: 0.0895 (0.0823) lr: 0.060000 max mem: 7935 2019-09-20 15:18:46,059 maskrcnn_benchmark.trainer INFO: eta: 1 day, 4:05:01 iter: 15280 loss: 0.4570 (0.5417) loss_box_reg: 0.1107 (0.1199) loss_classifier: 0.2619 (0.3087) loss_objectness: 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15:37:52,026 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:46:48 iter: 16120 loss: 0.4557 (0.5374) loss_box_reg: 0.1080 (0.1194) loss_classifier: 0.2548 (0.3058) loss_objectness: 0.0714 (0.0867) loss_rpn_box_reg: 0.0225 (0.0254) time: 1.1705 (1.3537) data: 0.0571 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:38:17,378 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:46:13 iter: 16140 loss: 0.4502 (0.5372) loss_box_reg: 0.1103 (0.1194) loss_classifier: 0.2521 (0.3058) loss_objectness: 0.0685 (0.0867) loss_rpn_box_reg: 0.0233 (0.0254) time: 1.0957 (1.3535) data: 0.0517 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:38:43,693 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:45:42 iter: 16160 loss: 0.4421 (0.5372) loss_box_reg: 0.1084 (0.1193) loss_classifier: 0.2479 (0.3057) loss_objectness: 0.0687 (0.0867) loss_rpn_box_reg: 0.0232 (0.0254) time: 1.2213 (1.3535) data: 0.0488 (0.0824) lr: 0.060000 max mem: 7935 2019-09-20 15:39:10,976 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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data: 0.0440 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 15:59:39,866 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:25:44 iter: 17080 loss: 0.4427 (0.5325) loss_box_reg: 0.1057 (0.1187) loss_classifier: 0.2458 (0.3027) loss_objectness: 0.0679 (0.0858) loss_rpn_box_reg: 0.0234 (0.0253) time: 1.3065 (1.3541) data: 0.0656 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:00:07,000 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:25:17 iter: 17100 loss: 0.4379 (0.5324) loss_box_reg: 0.1078 (0.1187) loss_classifier: 0.2478 (0.3026) loss_objectness: 0.0679 (0.0858) loss_rpn_box_reg: 0.0235 (0.0253) time: 1.2628 (1.3541) data: 0.0487 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:00:32,803 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:24:44 iter: 17120 loss: 0.4562 (0.5323) loss_box_reg: 0.1100 (0.1187) loss_classifier: 0.2524 (0.3025) loss_objectness: 0.0708 (0.0858) loss_rpn_box_reg: 0.0220 (0.0253) time: 1.1719 (1.3541) data: 0.0512 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:01:00,133 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:24:18 iter: 17140 loss: 0.4444 (0.5322) loss_box_reg: 0.1066 (0.1187) loss_classifier: 0.2466 (0.3025) loss_objectness: 0.0693 (0.0857) loss_rpn_box_reg: 0.0231 (0.0253) time: 1.3528 (1.3541) data: 0.0631 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:01:26,771 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:23:49 iter: 17160 loss: 0.4499 (0.5321) loss_box_reg: 0.1077 (0.1187) loss_classifier: 0.2480 (0.3024) loss_objectness: 0.0679 (0.0857) loss_rpn_box_reg: 0.0230 (0.0253) time: 1.2895 (1.3541) data: 0.0555 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 16:01:57,035 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:23:36 iter: 17180 loss: 0.4419 (0.5320) loss_box_reg: 0.1085 (0.1187) loss_classifier: 0.2433 (0.3023) loss_objectness: 0.0697 (0.0857) loss_rpn_box_reg: 0.0222 (0.0253) time: 1.3914 (1.3542) data: 0.0719 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:02:23,146 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:23:04 iter: 17200 loss: 0.4316 (0.5319) loss_box_reg: 0.1055 (0.1187) loss_classifier: 0.2348 (0.3023) loss_objectness: 0.0671 (0.0857) loss_rpn_box_reg: 0.0225 (0.0253) time: 1.1942 (1.3542) data: 0.0522 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:02:48,327 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:22:29 iter: 17220 loss: 0.4538 (0.5318) loss_box_reg: 0.1085 (0.1186) loss_classifier: 0.2511 (0.3022) loss_objectness: 0.0689 (0.0857) loss_rpn_box_reg: 0.0234 (0.0253) time: 1.1199 (1.3541) data: 0.0525 (0.0825) lr: 0.060000 max mem: 7935 2019-09-20 16:03:16,081 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:22:05 iter: 17240 loss: 0.4390 (0.5317) loss_box_reg: 0.1054 (0.1186) loss_classifier: 0.2424 (0.3021) loss_objectness: 0.0679 (0.0856) loss_rpn_box_reg: 0.0225 (0.0253) time: 1.1722 (1.3541) data: 0.0613 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:03:39,559 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:21:23 iter: 17260 loss: 0.4475 (0.5316) loss_box_reg: 0.1055 (0.1186) loss_classifier: 0.2458 (0.3021) loss_objectness: 0.0692 (0.0856) loss_rpn_box_reg: 0.0227 (0.0253) time: 1.1203 (1.3539) data: 0.0654 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:04:08,495 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:21:04 iter: 17280 loss: 0.4475 (0.5315) loss_box_reg: 0.1069 (0.1186) loss_classifier: 0.2503 (0.3020) loss_objectness: 0.0700 (0.0856) loss_rpn_box_reg: 0.0221 (0.0253) time: 1.2991 (1.3540) data: 0.0569 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:04:37,800 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:20:46 iter: 17300 loss: 0.4402 (0.5314) loss_box_reg: 0.1072 (0.1186) loss_classifier: 0.2412 (0.3020) loss_objectness: 0.0677 (0.0856) loss_rpn_box_reg: 0.0220 (0.0253) time: 1.1819 (1.3541) data: 0.0626 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:05:07,905 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:20:31 iter: 17320 loss: 0.4408 (0.5313) loss_box_reg: 0.1049 (0.1186) loss_classifier: 0.2465 (0.3019) loss_objectness: 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(1.3542) data: 0.0478 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:06:54,679 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:18:36 iter: 17400 loss: 0.4386 (0.5309) loss_box_reg: 0.1095 (0.1185) loss_classifier: 0.2459 (0.3017) loss_objectness: 0.0667 (0.0855) loss_rpn_box_reg: 0.0222 (0.0252) time: 1.1637 (1.3542) data: 0.0555 (0.0826) lr: 0.060000 max mem: 7935 2019-09-20 16:07:22,700 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:18:13 iter: 17420 loss: 0.4286 (0.5308) loss_box_reg: 0.1069 (0.1185) loss_classifier: 0.2397 (0.3016) loss_objectness: 0.0656 (0.0855) loss_rpn_box_reg: 0.0211 (0.0252) time: 1.1956 (1.3543) data: 0.0541 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:07:49,882 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:17:47 iter: 17440 loss: 0.4511 (0.5307) loss_box_reg: 0.1073 (0.1185) loss_classifier: 0.2531 (0.3015) loss_objectness: 0.0699 (0.0855) loss_rpn_box_reg: 0.0222 (0.0252) time: 1.2245 (1.3543) data: 0.0583 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:08:16,508 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:17:18 iter: 17460 loss: 0.4519 (0.5306) loss_box_reg: 0.1040 (0.1185) loss_classifier: 0.2503 (0.3015) loss_objectness: 0.0677 (0.0854) loss_rpn_box_reg: 0.0230 (0.0252) time: 1.1482 (1.3543) data: 0.0491 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:08:43,410 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:16:50 iter: 17480 loss: 0.4418 (0.5305) loss_box_reg: 0.1074 (0.1185) loss_classifier: 0.2455 (0.3014) loss_objectness: 0.0688 (0.0854) loss_rpn_box_reg: 0.0227 (0.0252) time: 1.1860 (1.3543) data: 0.0588 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:09:11,384 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:16:26 iter: 17500 loss: 0.4449 (0.5305) loss_box_reg: 0.1075 (0.1185) loss_classifier: 0.2475 (0.3014) loss_objectness: 0.0693 (0.0854) loss_rpn_box_reg: 0.0227 (0.0252) time: 1.2675 (1.3543) data: 0.0837 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:09:11,386 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0017500.pth 2019-09-20 16:09:37,122 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:15:54 iter: 17520 loss: 0.4398 (0.5304) loss_box_reg: 0.1062 (0.1185) loss_classifier: 0.2460 (0.3013) loss_objectness: 0.0665 (0.0854) loss_rpn_box_reg: 0.0225 (0.0252) time: 1.1362 (1.3542) data: 0.0581 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:10:03,930 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:15:25 iter: 17540 loss: 0.4383 (0.5303) loss_box_reg: 0.1051 (0.1185) loss_classifier: 0.2440 (0.3012) loss_objectness: 0.0681 (0.0854) loss_rpn_box_reg: 0.0223 (0.0252) time: 1.1673 (1.3542) data: 0.0593 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:10:30,646 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:14:57 iter: 17560 loss: 0.4573 (0.5302) loss_box_reg: 0.1081 (0.1184) loss_classifier: 0.2481 (0.3012) loss_objectness: 0.0678 (0.0853) loss_rpn_box_reg: 0.0220 (0.0252) time: 1.1160 (1.3542) data: 0.0433 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:10:58,288 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:14:32 iter: 17580 loss: 0.4491 (0.5301) loss_box_reg: 0.1058 (0.1184) loss_classifier: 0.2426 (0.3011) loss_objectness: 0.0690 (0.0853) loss_rpn_box_reg: 0.0230 (0.0252) time: 1.1723 (1.3542) data: 0.0528 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:11:23,483 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:13:57 iter: 17600 loss: 0.4388 (0.5300) loss_box_reg: 0.1062 (0.1184) loss_classifier: 0.2442 (0.3010) loss_objectness: 0.0676 (0.0853) loss_rpn_box_reg: 0.0223 (0.0252) time: 1.1714 (1.3541) data: 0.0507 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:11:50,094 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:13:28 iter: 17620 loss: 0.4431 (0.5299) loss_box_reg: 0.1073 (0.1184) loss_classifier: 0.2451 (0.3010) loss_objectness: 0.0686 (0.0853) loss_rpn_box_reg: 0.0220 (0.0252) time: 1.2150 (1.3541) data: 0.0521 (0.0827) lr: 0.060000 max mem: 7935 2019-09-20 16:12:19,022 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1184) loss_classifier: 0.2391 (0.3007) loss_objectness: 0.0674 (0.0852) loss_rpn_box_reg: 0.0229 (0.0252) time: 1.2747 (1.3542) data: 0.0609 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 16:14:12,991 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:11:43 iter: 17720 loss: 0.4499 (0.5294) loss_box_reg: 0.1084 (0.1183) loss_classifier: 0.2436 (0.3007) loss_objectness: 0.0689 (0.0852) loss_rpn_box_reg: 0.0231 (0.0252) time: 1.3493 (1.3545) data: 0.0799 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 16:14:41,857 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:11:23 iter: 17740 loss: 0.4434 (0.5293) loss_box_reg: 0.1053 (0.1183) loss_classifier: 0.2437 (0.3006) loss_objectness: 0.0698 (0.0852) loss_rpn_box_reg: 0.0228 (0.0252) time: 1.1054 (1.3546) data: 0.0458 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 16:15:11,564 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:11:07 iter: 17760 loss: 0.4309 (0.5292) loss_box_reg: 0.1040 (0.1183) loss_classifier: 0.2406 (0.3005) loss_objectness: 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(1.3548) data: 0.0650 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 16:17:01,071 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:09:23 iter: 17840 loss: 0.4544 (0.5288) loss_box_reg: 0.1091 (0.1183) loss_classifier: 0.2497 (0.3003) loss_objectness: 0.0688 (0.0851) loss_rpn_box_reg: 0.0216 (0.0252) time: 1.3011 (1.3548) data: 0.0610 (0.0828) lr: 0.060000 max mem: 7935 2019-09-20 16:17:27,084 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:08:52 iter: 17860 loss: 0.4397 (0.5287) loss_box_reg: 0.1061 (0.1183) loss_classifier: 0.2437 (0.3002) loss_objectness: 0.0676 (0.0851) loss_rpn_box_reg: 0.0222 (0.0252) time: 1.1720 (1.3548) data: 0.0531 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 16:17:54,617 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:08:26 iter: 17880 loss: 0.4371 (0.5286) loss_box_reg: 0.1056 (0.1182) loss_classifier: 0.2416 (0.3002) loss_objectness: 0.0685 (0.0850) loss_rpn_box_reg: 0.0227 (0.0252) time: 1.2547 (1.3548) data: 0.0569 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 16:18:20,737 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:07:55 iter: 17900 loss: 0.4360 (0.5285) loss_box_reg: 0.1059 (0.1182) loss_classifier: 0.2400 (0.3001) loss_objectness: 0.0680 (0.0850) loss_rpn_box_reg: 0.0225 (0.0252) time: 1.2704 (1.3547) data: 0.0596 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 16:18:48,244 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:07:30 iter: 17920 loss: 0.4538 (0.5284) loss_box_reg: 0.1074 (0.1182) loss_classifier: 0.2509 (0.3000) loss_objectness: 0.0681 (0.0850) loss_rpn_box_reg: 0.0238 (0.0252) time: 1.3558 (1.3548) data: 0.0621 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 16:19:13,327 maskrcnn_benchmark.trainer INFO: eta: 1 day, 3:06:55 iter: 17940 loss: 0.4524 (0.5284) loss_box_reg: 0.1074 (0.1182) loss_classifier: 0.2502 (0.3000) loss_objectness: 0.0700 (0.0850) loss_rpn_box_reg: 0.0219 (0.0252) time: 1.1383 (1.3546) data: 0.0448 (0.0829) lr: 0.060000 max mem: 7935 2019-09-20 16:19:38,896 maskrcnn_benchmark.trainer INFO: eta: 1 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(0.1171) loss_classifier: 0.2405 (0.2948) loss_objectness: 0.0688 (0.0834) loss_rpn_box_reg: 0.0223 (0.0249) time: 1.1316 (1.3543) data: 0.0612 (0.0830) lr: 0.060000 max mem: 7935 2019-09-20 17:00:11,307 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:25:23 iter: 19760 loss: 0.4459 (0.5202) loss_box_reg: 0.1092 (0.1171) loss_classifier: 0.2461 (0.2947) loss_objectness: 0.0689 (0.0834) loss_rpn_box_reg: 0.0231 (0.0249) time: 1.1681 (1.3543) data: 0.0664 (0.0830) lr: 0.060000 max mem: 7935 2019-09-20 17:00:39,705 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:25:00 iter: 19780 loss: 0.4404 (0.5201) loss_box_reg: 0.1063 (0.1171) loss_classifier: 0.2418 (0.2947) loss_objectness: 0.0686 (0.0834) loss_rpn_box_reg: 0.0233 (0.0249) time: 1.1615 (1.3543) data: 0.0563 (0.0830) lr: 0.060000 max mem: 7935 2019-09-20 17:01:07,104 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:24:34 iter: 19800 loss: 0.4308 (0.5201) loss_box_reg: 0.1049 (0.1171) loss_classifier: 0.2380 (0.2946) loss_objectness: 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(1.3546) data: 0.0683 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:02:59,502 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:23:00 iter: 19880 loss: 0.4362 (0.5197) loss_box_reg: 0.1040 (0.1171) loss_classifier: 0.2406 (0.2944) loss_objectness: 0.0664 (0.0833) loss_rpn_box_reg: 0.0212 (0.0249) time: 1.1544 (1.3545) data: 0.0605 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:03:27,265 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:22:36 iter: 19900 loss: 0.4117 (0.5196) loss_box_reg: 0.1009 (0.1170) loss_classifier: 0.2322 (0.2943) loss_objectness: 0.0645 (0.0833) loss_rpn_box_reg: 0.0212 (0.0249) time: 1.2234 (1.3546) data: 0.0519 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:03:54,244 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:22:08 iter: 19920 loss: 0.4288 (0.5195) loss_box_reg: 0.1036 (0.1170) loss_classifier: 0.2390 (0.2943) loss_objectness: 0.0660 (0.0833) loss_rpn_box_reg: 0.0225 (0.0249) time: 1.2073 (1.3546) data: 0.0580 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:04:21,113 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:21:40 iter: 19940 loss: 0.4200 (0.5194) loss_box_reg: 0.1005 (0.1170) loss_classifier: 0.2312 (0.2942) loss_objectness: 0.0662 (0.0833) loss_rpn_box_reg: 0.0232 (0.0249) time: 1.1676 (1.3546) data: 0.0582 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:04:51,711 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:21:25 iter: 19960 loss: 0.4260 (0.5193) loss_box_reg: 0.1039 (0.1170) loss_classifier: 0.2353 (0.2942) loss_objectness: 0.0672 (0.0833) loss_rpn_box_reg: 0.0231 (0.0249) time: 1.1601 (1.3547) data: 0.0556 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:05:19,947 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:21:02 iter: 19980 loss: 0.4437 (0.5192) loss_box_reg: 0.1071 (0.1170) loss_classifier: 0.2426 (0.2941) loss_objectness: 0.0662 (0.0832) loss_rpn_box_reg: 0.0213 (0.0249) time: 1.1882 (1.3548) data: 0.0572 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:05:42,902 maskrcnn_benchmark.trainer INFO: eta: 1 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17:07:06,572 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:19:08 iter: 20060 loss: 0.4404 (0.5189) loss_box_reg: 0.1076 (0.1170) loss_classifier: 0.2407 (0.2939) loss_objectness: 0.0672 (0.0832) loss_rpn_box_reg: 0.0221 (0.0249) time: 1.2489 (1.3547) data: 0.0554 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:07:30,760 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:18:31 iter: 20080 loss: 0.4453 (0.5189) loss_box_reg: 0.1048 (0.1169) loss_classifier: 0.2431 (0.2939) loss_objectness: 0.0703 (0.0832) loss_rpn_box_reg: 0.0219 (0.0249) time: 1.1508 (1.3546) data: 0.0660 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:07:59,692 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:18:10 iter: 20100 loss: 0.4227 (0.5188) loss_box_reg: 0.1041 (0.1169) loss_classifier: 0.2355 (0.2938) loss_objectness: 0.0650 (0.0832) loss_rpn_box_reg: 0.0220 (0.0249) time: 1.2942 (1.3547) data: 0.0690 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:08:27,075 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1169) loss_classifier: 0.2416 (0.2936) loss_objectness: 0.0654 (0.0831) loss_rpn_box_reg: 0.0218 (0.0249) time: 1.2349 (1.3547) data: 0.0545 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:10:15,762 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:15:57 iter: 20200 loss: 0.4551 (0.5184) loss_box_reg: 0.1112 (0.1169) loss_classifier: 0.2490 (0.2935) loss_objectness: 0.0707 (0.0831) loss_rpn_box_reg: 0.0224 (0.0249) time: 1.1753 (1.3547) data: 0.0600 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:10:42,565 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:15:28 iter: 20220 loss: 0.4351 (0.5183) loss_box_reg: 0.1075 (0.1169) loss_classifier: 0.2365 (0.2935) loss_objectness: 0.0678 (0.0831) loss_rpn_box_reg: 0.0226 (0.0249) time: 1.1401 (1.3547) data: 0.0447 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:11:11,019 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:15:06 iter: 20240 loss: 0.4266 (0.5182) loss_box_reg: 0.1050 (0.1169) loss_classifier: 0.2381 (0.2934) loss_objectness: 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(1.3547) data: 0.0414 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:12:56,558 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:13:08 iter: 20320 loss: 0.4261 (0.5179) loss_box_reg: 0.1048 (0.1168) loss_classifier: 0.2349 (0.2932) loss_objectness: 0.0677 (0.0830) loss_rpn_box_reg: 0.0236 (0.0249) time: 1.1408 (1.3546) data: 0.0477 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:13:22,978 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:12:39 iter: 20340 loss: 0.4248 (0.5178) loss_box_reg: 0.1003 (0.1168) loss_classifier: 0.2361 (0.2932) loss_objectness: 0.0673 (0.0830) loss_rpn_box_reg: 0.0231 (0.0249) time: 1.2268 (1.3546) data: 0.0521 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:13:51,858 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:12:18 iter: 20360 loss: 0.4358 (0.5177) loss_box_reg: 0.1070 (0.1168) loss_classifier: 0.2401 (0.2931) loss_objectness: 0.0683 (0.0830) loss_rpn_box_reg: 0.0226 (0.0249) time: 1.2484 (1.3547) data: 0.0586 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:14:19,531 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:11:52 iter: 20380 loss: 0.4319 (0.5176) loss_box_reg: 0.1017 (0.1168) loss_classifier: 0.2371 (0.2931) loss_objectness: 0.0683 (0.0829) loss_rpn_box_reg: 0.0222 (0.0249) time: 1.2042 (1.3547) data: 0.0517 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:14:46,785 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:11:26 iter: 20400 loss: 0.4350 (0.5176) loss_box_reg: 0.1067 (0.1168) loss_classifier: 0.2396 (0.2930) loss_objectness: 0.0681 (0.0829) loss_rpn_box_reg: 0.0219 (0.0249) time: 1.3299 (1.3547) data: 0.0709 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:15:20,277 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:11:21 iter: 20420 loss: 0.4226 (0.5175) loss_box_reg: 0.1045 (0.1168) loss_classifier: 0.2336 (0.2930) loss_objectness: 0.0641 (0.0829) loss_rpn_box_reg: 0.0214 (0.0248) time: 1.5663 (1.3550) data: 0.0882 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 17:15:44,644 maskrcnn_benchmark.trainer INFO: eta: 1 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(0.0248) time: 1.1440 (1.3544) data: 0.0684 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 17:20:06,076 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:05:41 iter: 20640 loss: 0.4202 (0.5166) loss_box_reg: 0.1026 (0.1166) loss_classifier: 0.2343 (0.2924) loss_objectness: 0.0631 (0.0827) loss_rpn_box_reg: 0.0211 (0.0248) time: 1.2162 (1.3544) data: 0.0526 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 17:20:31,924 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:05:10 iter: 20660 loss: 0.4361 (0.5165) loss_box_reg: 0.1053 (0.1166) loss_classifier: 0.2438 (0.2923) loss_objectness: 0.0666 (0.0827) loss_rpn_box_reg: 0.0225 (0.0248) time: 1.2161 (1.3543) data: 0.0649 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:20:58,390 maskrcnn_benchmark.trainer INFO: eta: 1 day, 2:04:41 iter: 20680 loss: 0.4342 (0.5164) loss_box_reg: 0.1010 (0.1166) loss_classifier: 0.2362 (0.2923) loss_objectness: 0.0691 (0.0827) loss_rpn_box_reg: 0.0230 (0.0248) time: 1.1575 (1.3543) data: 0.0481 (0.0832) lr: 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0.1052 (0.1161) loss_classifier: 0.2327 (0.2900) loss_objectness: 0.0661 (0.0821) loss_rpn_box_reg: 0.0220 (0.0247) time: 1.1295 (1.3546) data: 0.0435 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:40:30,035 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:45:38 iter: 21540 loss: 0.4218 (0.5128) loss_box_reg: 0.1056 (0.1161) loss_classifier: 0.2289 (0.2900) loss_objectness: 0.0659 (0.0820) loss_rpn_box_reg: 0.0218 (0.0247) time: 1.2588 (1.3546) data: 0.0622 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:40:57,420 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:45:12 iter: 21560 loss: 0.4226 (0.5128) loss_box_reg: 0.1053 (0.1161) loss_classifier: 0.2298 (0.2899) loss_objectness: 0.0624 (0.0820) loss_rpn_box_reg: 0.0217 (0.0247) time: 1.2077 (1.3547) data: 0.0554 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:41:23,424 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:44:41 iter: 21580 loss: 0.4341 (0.5127) loss_box_reg: 0.1079 (0.1161) loss_classifier: 0.2393 (0.2899) 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(0.0247) time: 1.1675 (1.3544) data: 0.0633 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:43:10,091 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:42:48 iter: 21660 loss: 0.4288 (0.5124) loss_box_reg: 0.1020 (0.1160) loss_classifier: 0.2391 (0.2897) loss_objectness: 0.0644 (0.0819) loss_rpn_box_reg: 0.0213 (0.0247) time: 1.5204 (1.3545) data: 0.0647 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:43:37,716 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:42:22 iter: 21680 loss: 0.4212 (0.5123) loss_box_reg: 0.1049 (0.1160) loss_classifier: 0.2320 (0.2896) loss_objectness: 0.0624 (0.0819) loss_rpn_box_reg: 0.0223 (0.0247) time: 1.2629 (1.3545) data: 0.0630 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 17:44:02,733 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:41:49 iter: 21700 loss: 0.4253 (0.5122) loss_box_reg: 0.1040 (0.1160) loss_classifier: 0.2337 (0.2896) loss_objectness: 0.0672 (0.0819) loss_rpn_box_reg: 0.0216 (0.0247) time: 1.1351 (1.3545) data: 0.0444 (0.0831) lr: 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(0.0817) loss_rpn_box_reg: 0.0215 (0.0247) time: 1.2034 (1.3547) data: 0.0557 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:50:25,355 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:35:40 iter: 21980 loss: 0.4167 (0.5111) loss_box_reg: 0.1011 (0.1159) loss_classifier: 0.2287 (0.2889) loss_objectness: 0.0632 (0.0817) loss_rpn_box_reg: 0.0218 (0.0247) time: 1.2013 (1.3546) data: 0.0461 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:50:52,613 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:35:13 iter: 22000 loss: 0.4287 (0.5111) loss_box_reg: 0.1038 (0.1159) loss_classifier: 0.2350 (0.2888) loss_objectness: 0.0665 (0.0817) loss_rpn_box_reg: 0.0232 (0.0247) time: 1.2404 (1.3546) data: 0.0551 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:51:21,331 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:34:51 iter: 22020 loss: 0.4273 (0.5110) loss_box_reg: 0.1037 (0.1159) loss_classifier: 0.2392 (0.2888) loss_objectness: 0.0654 (0.0817) loss_rpn_box_reg: 0.0212 (0.0247) time: 1.3797 (1.3547) data: 0.0706 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:51:46,090 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:34:17 iter: 22040 loss: 0.4370 (0.5109) loss_box_reg: 0.1039 (0.1158) loss_classifier: 0.2399 (0.2888) loss_objectness: 0.0683 (0.0817) loss_rpn_box_reg: 0.0228 (0.0247) time: 1.1226 (1.3546) data: 0.0577 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:52:11,396 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:33:44 iter: 22060 loss: 0.4172 (0.5108) loss_box_reg: 0.1008 (0.1158) loss_classifier: 0.2330 (0.2887) loss_objectness: 0.0679 (0.0817) loss_rpn_box_reg: 0.0231 (0.0246) time: 1.0953 (1.3545) data: 0.0539 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:52:41,760 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:33:27 iter: 22080 loss: 0.4275 (0.5108) loss_box_reg: 0.1051 (0.1158) loss_classifier: 0.2345 (0.2887) loss_objectness: 0.0656 (0.0816) loss_rpn_box_reg: 0.0228 (0.0246) time: 1.2768 (1.3546) data: 0.0732 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:53:08,400 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:32:59 iter: 22100 loss: 0.4148 (0.5107) loss_box_reg: 0.0988 (0.1158) loss_classifier: 0.2319 (0.2886) loss_objectness: 0.0640 (0.0816) loss_rpn_box_reg: 0.0225 (0.0246) time: 1.1518 (1.3546) data: 0.0461 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:53:32,240 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:32:22 iter: 22120 loss: 0.4294 (0.5106) loss_box_reg: 0.1064 (0.1158) loss_classifier: 0.2337 (0.2886) loss_objectness: 0.0675 (0.0816) loss_rpn_box_reg: 0.0230 (0.0246) time: 1.1139 (1.3545) data: 0.0531 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:53:59,836 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:31:56 iter: 22140 loss: 0.4276 (0.5105) loss_box_reg: 0.1020 (0.1158) loss_classifier: 0.2313 (0.2885) loss_objectness: 0.0634 (0.0816) loss_rpn_box_reg: 0.0232 (0.0246) time: 1.1928 (1.3545) data: 0.0564 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:54:27,558 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1157) loss_classifier: 0.2289 (0.2883) loss_objectness: 0.0677 (0.0815) loss_rpn_box_reg: 0.0225 (0.0246) time: 1.1791 (1.3546) data: 0.0572 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:56:14,563 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:29:38 iter: 22240 loss: 0.4185 (0.5102) loss_box_reg: 0.1006 (0.1157) loss_classifier: 0.2272 (0.2883) loss_objectness: 0.0628 (0.0815) loss_rpn_box_reg: 0.0218 (0.0246) time: 1.1201 (1.3545) data: 0.0448 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:56:38,765 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:29:03 iter: 22260 loss: 0.4348 (0.5101) loss_box_reg: 0.1056 (0.1157) loss_classifier: 0.2358 (0.2882) loss_objectness: 0.0681 (0.0815) loss_rpn_box_reg: 0.0230 (0.0246) time: 1.0715 (1.3543) data: 0.0522 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:57:08,516 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:28:44 iter: 22280 loss: 0.4299 (0.5100) loss_box_reg: 0.1014 (0.1157) loss_classifier: 0.2404 (0.2882) loss_objectness: 0.0641 (0.0815) loss_rpn_box_reg: 0.0216 (0.0246) time: 1.3883 (1.3545) data: 0.0551 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:57:38,854 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:28:26 iter: 22300 loss: 0.4283 (0.5100) loss_box_reg: 0.1075 (0.1157) loss_classifier: 0.2342 (0.2881) loss_objectness: 0.0676 (0.0815) loss_rpn_box_reg: 0.0230 (0.0246) time: 1.3198 (1.3546) data: 0.0601 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:58:06,262 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:28:00 iter: 22320 loss: 0.4194 (0.5099) loss_box_reg: 0.1030 (0.1157) loss_classifier: 0.2341 (0.2881) loss_objectness: 0.0653 (0.0815) loss_rpn_box_reg: 0.0225 (0.0246) time: 1.2762 (1.3546) data: 0.0642 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:58:32,252 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:27:30 iter: 22340 loss: 0.4187 (0.5098) loss_box_reg: 0.1060 (0.1157) loss_classifier: 0.2286 (0.2880) loss_objectness: 0.0662 (0.0815) loss_rpn_box_reg: 0.0219 (0.0246) time: 1.1985 (1.3546) data: 0.0434 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:58:57,144 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:26:56 iter: 22360 loss: 0.4194 (0.5097) loss_box_reg: 0.1004 (0.1157) loss_classifier: 0.2321 (0.2880) loss_objectness: 0.0629 (0.0814) loss_rpn_box_reg: 0.0217 (0.0246) time: 1.0968 (1.3545) data: 0.0448 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:59:25,258 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:26:32 iter: 22380 loss: 0.4304 (0.5096) loss_box_reg: 0.1020 (0.1157) loss_classifier: 0.2339 (0.2879) loss_objectness: 0.0675 (0.0814) loss_rpn_box_reg: 0.0221 (0.0246) time: 1.2775 (1.3545) data: 0.0507 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 17:59:51,152 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:26:01 iter: 22400 loss: 0.4169 (0.5096) loss_box_reg: 0.1012 (0.1156) loss_classifier: 0.2304 (0.2879) loss_objectness: 0.0639 (0.0814) loss_rpn_box_reg: 0.0221 (0.0246) time: 1.2133 (1.3545) data: 0.0530 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:00:15,826 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:25:27 iter: 22420 loss: 0.4119 (0.5095) loss_box_reg: 0.1014 (0.1156) loss_classifier: 0.2236 (0.2878) loss_objectness: 0.0632 (0.0814) loss_rpn_box_reg: 0.0216 (0.0246) time: 1.0927 (1.3544) data: 0.0485 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:00:42,280 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:24:58 iter: 22440 loss: 0.4343 (0.5094) loss_box_reg: 0.1055 (0.1156) loss_classifier: 0.2420 (0.2878) loss_objectness: 0.0645 (0.0814) loss_rpn_box_reg: 0.0218 (0.0246) time: 1.1657 (1.3543) data: 0.0571 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:01:07,599 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:24:26 iter: 22460 loss: 0.4130 (0.5093) loss_box_reg: 0.0995 (0.1156) loss_classifier: 0.2264 (0.2877) loss_objectness: 0.0667 (0.0814) loss_rpn_box_reg: 0.0226 (0.0246) time: 1.1659 (1.3543) data: 0.0573 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:01:35,552 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:24:01 iter: 22480 loss: 0.4248 (0.5092) loss_box_reg: 0.1020 (0.1156) loss_classifier: 0.2295 (0.2877) loss_objectness: 0.0668 (0.0814) loss_rpn_box_reg: 0.0211 (0.0246) time: 1.2551 (1.3543) data: 0.0487 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:02:03,477 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:23:37 iter: 22500 loss: 0.4236 (0.5092) loss_box_reg: 0.1043 (0.1156) loss_classifier: 0.2344 (0.2876) loss_objectness: 0.0671 (0.0814) loss_rpn_box_reg: 0.0209 (0.0246) time: 1.3277 (1.3543) data: 0.0858 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:02:03,479 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0022500.pth 2019-09-20 18:02:32,522 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:23:15 iter: 22520 loss: 0.4208 (0.5091) loss_box_reg: 0.1028 (0.1156) loss_classifier: 0.2324 (0.2876) loss_objectness: 0.0648 (0.0813) loss_rpn_box_reg: 0.0214 (0.0246) time: 1.2502 (1.3544) data: 0.0848 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:03:05,892 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:23:07 iter: 22540 loss: 0.4254 (0.5090) loss_box_reg: 0.1022 (0.1156) loss_classifier: 0.2324 (0.2875) loss_objectness: 0.0654 (0.0813) loss_rpn_box_reg: 0.0211 (0.0246) time: 1.7584 (1.3547) data: 0.0663 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:03:31,054 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:22:34 iter: 22560 loss: 0.4223 (0.5089) loss_box_reg: 0.1025 (0.1156) loss_classifier: 0.2313 (0.2875) loss_objectness: 0.0657 (0.0813) loss_rpn_box_reg: 0.0221 (0.0246) time: 1.1666 (1.3546) data: 0.0520 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:03:59,166 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:22:10 iter: 22580 loss: 0.4258 (0.5089) loss_box_reg: 0.1025 (0.1156) loss_classifier: 0.2290 (0.2874) loss_objectness: 0.0642 (0.0813) loss_rpn_box_reg: 0.0226 (0.0246) time: 1.2142 (1.3547) data: 0.0658 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:04:25,082 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(1.3545) data: 0.0596 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:08:54,494 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:17:04 iter: 22800 loss: 0.4258 (0.5081) loss_box_reg: 0.1035 (0.1154) loss_classifier: 0.2393 (0.2869) loss_objectness: 0.0644 (0.0811) loss_rpn_box_reg: 0.0220 (0.0246) time: 1.2865 (1.3545) data: 0.0493 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:09:24,168 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:16:45 iter: 22820 loss: 0.4301 (0.5080) loss_box_reg: 0.1022 (0.1154) loss_classifier: 0.2345 (0.2869) loss_objectness: 0.0651 (0.0811) loss_rpn_box_reg: 0.0221 (0.0246) time: 1.3500 (1.3546) data: 0.0777 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:09:51,109 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:16:17 iter: 22840 loss: 0.4279 (0.5080) loss_box_reg: 0.1050 (0.1154) loss_classifier: 0.2355 (0.2868) loss_objectness: 0.0655 (0.0811) loss_rpn_box_reg: 0.0224 (0.0246) time: 1.2838 (1.3546) data: 0.0552 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:10:20,072 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:15:56 iter: 22860 loss: 0.4118 (0.5079) loss_box_reg: 0.1021 (0.1154) loss_classifier: 0.2285 (0.2868) loss_objectness: 0.0623 (0.0811) loss_rpn_box_reg: 0.0202 (0.0246) time: 1.4276 (1.3547) data: 0.0544 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:10:47,535 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:15:30 iter: 22880 loss: 0.4160 (0.5078) loss_box_reg: 0.1003 (0.1154) loss_classifier: 0.2259 (0.2867) loss_objectness: 0.0634 (0.0811) loss_rpn_box_reg: 0.0213 (0.0246) time: 1.2798 (1.3547) data: 0.0497 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:11:14,391 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:15:02 iter: 22900 loss: 0.4301 (0.5077) loss_box_reg: 0.1069 (0.1154) loss_classifier: 0.2347 (0.2867) loss_objectness: 0.0662 (0.0811) loss_rpn_box_reg: 0.0221 (0.0246) time: 1.1862 (1.3547) data: 0.0545 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:11:41,571 maskrcnn_benchmark.trainer INFO: eta: 1 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(0.0245) time: 1.1725 (1.3549) data: 0.0513 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:16:19,496 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:10:24 iter: 23120 loss: 0.4193 (0.5069) loss_box_reg: 0.1025 (0.1153) loss_classifier: 0.2312 (0.2862) loss_objectness: 0.0667 (0.0809) loss_rpn_box_reg: 0.0225 (0.0245) time: 1.2875 (1.3550) data: 0.0467 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:16:44,845 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:09:52 iter: 23140 loss: 0.4094 (0.5068) loss_box_reg: 0.0997 (0.1153) loss_classifier: 0.2248 (0.2861) loss_objectness: 0.0639 (0.0809) loss_rpn_box_reg: 0.0213 (0.0245) time: 1.1483 (1.3550) data: 0.0548 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:17:13,322 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:09:29 iter: 23160 loss: 0.3998 (0.5067) loss_box_reg: 0.0955 (0.1153) loss_classifier: 0.2204 (0.2861) loss_objectness: 0.0615 (0.0809) loss_rpn_box_reg: 0.0220 (0.0245) time: 1.1978 (1.3550) data: 0.0521 (0.0832) lr: 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(0.0807) loss_rpn_box_reg: 0.0214 (0.0245) time: 1.2084 (1.3546) data: 0.0671 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:23:19,804 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:02:33 iter: 23440 loss: 0.4279 (0.5057) loss_box_reg: 0.1018 (0.1151) loss_classifier: 0.2366 (0.2854) loss_objectness: 0.0654 (0.0807) loss_rpn_box_reg: 0.0216 (0.0245) time: 1.2032 (1.3545) data: 0.0602 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:23:45,754 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:02:02 iter: 23460 loss: 0.4270 (0.5057) loss_box_reg: 0.1065 (0.1151) loss_classifier: 0.2328 (0.2854) loss_objectness: 0.0610 (0.0807) loss_rpn_box_reg: 0.0208 (0.0245) time: 1.2113 (1.3544) data: 0.0624 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:24:16,355 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:01:45 iter: 23480 loss: 0.4177 (0.5056) loss_box_reg: 0.1015 (0.1151) loss_classifier: 0.2308 (0.2853) loss_objectness: 0.0637 (0.0807) loss_rpn_box_reg: 0.0209 (0.0245) time: 1.3806 (1.3546) data: 0.0595 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:24:43,605 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:01:19 iter: 23500 loss: 0.4255 (0.5055) loss_box_reg: 0.1040 (0.1151) loss_classifier: 0.2348 (0.2853) loss_objectness: 0.0640 (0.0807) loss_rpn_box_reg: 0.0216 (0.0245) time: 1.1960 (1.3546) data: 0.0498 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:25:17,553 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:01:11 iter: 23520 loss: 0.4120 (0.5054) loss_box_reg: 0.1024 (0.1151) loss_classifier: 0.2293 (0.2852) loss_objectness: 0.0629 (0.0806) loss_rpn_box_reg: 0.0212 (0.0245) time: 1.4709 (1.3549) data: 0.0777 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:25:41,148 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:00:34 iter: 23540 loss: 0.4237 (0.5054) loss_box_reg: 0.1077 (0.1151) loss_classifier: 0.2289 (0.2852) loss_objectness: 0.0625 (0.0806) loss_rpn_box_reg: 0.0227 (0.0245) time: 1.1046 (1.3547) data: 0.0516 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:26:06,087 maskrcnn_benchmark.trainer INFO: eta: 1 day, 1:00:01 iter: 23560 loss: 0.4178 (0.5053) loss_box_reg: 0.1051 (0.1151) loss_classifier: 0.2291 (0.2851) loss_objectness: 0.0650 (0.0806) loss_rpn_box_reg: 0.0223 (0.0245) time: 1.1552 (1.3546) data: 0.0433 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:26:32,496 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:59:32 iter: 23580 loss: 0.4135 (0.5052) loss_box_reg: 0.1030 (0.1150) loss_classifier: 0.2289 (0.2851) loss_objectness: 0.0639 (0.0806) loss_rpn_box_reg: 0.0207 (0.0245) time: 1.1473 (1.3546) data: 0.0495 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:26:57,487 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:58:59 iter: 23600 loss: 0.4212 (0.5052) loss_box_reg: 0.1014 (0.1150) loss_classifier: 0.2275 (0.2851) loss_objectness: 0.0650 (0.0806) loss_rpn_box_reg: 0.0227 (0.0245) time: 1.1790 (1.3545) data: 0.0528 (0.0831) lr: 0.060000 max mem: 7935 2019-09-20 18:27:26,167 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.0244) time: 1.2037 (1.3546) data: 0.0589 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:39:11,121 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:46:53 iter: 24140 loss: 0.4050 (0.5032) loss_box_reg: 0.0987 (0.1148) loss_classifier: 0.2227 (0.2838) loss_objectness: 0.0633 (0.0802) loss_rpn_box_reg: 0.0220 (0.0244) time: 1.2293 (1.3546) data: 0.0526 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:39:40,211 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:46:32 iter: 24160 loss: 0.3997 (0.5031) loss_box_reg: 0.0990 (0.1147) loss_classifier: 0.2207 (0.2838) loss_objectness: 0.0630 (0.0802) loss_rpn_box_reg: 0.0222 (0.0244) time: 1.2335 (1.3547) data: 0.0561 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:40:08,483 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:46:08 iter: 24180 loss: 0.4207 (0.5030) loss_box_reg: 0.1006 (0.1147) loss_classifier: 0.2271 (0.2837) loss_objectness: 0.0627 (0.0802) loss_rpn_box_reg: 0.0206 (0.0244) time: 1.3471 (1.3547) data: 0.0613 (0.0832) lr: 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(0.1145) loss_classifier: 0.2237 (0.2826) loss_objectness: 0.0631 (0.0799) loss_rpn_box_reg: 0.0223 (0.0244) time: 1.0814 (1.3548) data: 0.0505 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:52:25,479 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:34:11 iter: 24720 loss: 0.4230 (0.5012) loss_box_reg: 0.1016 (0.1145) loss_classifier: 0.2362 (0.2825) loss_objectness: 0.0654 (0.0799) loss_rpn_box_reg: 0.0210 (0.0244) time: 1.1956 (1.3549) data: 0.0811 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:52:52,954 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:33:45 iter: 24740 loss: 0.4002 (0.5011) loss_box_reg: 0.0993 (0.1145) loss_classifier: 0.2165 (0.2825) loss_objectness: 0.0614 (0.0798) loss_rpn_box_reg: 0.0211 (0.0244) time: 1.1606 (1.3550) data: 0.0515 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:53:22,739 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:33:25 iter: 24760 loss: 0.4278 (0.5011) loss_box_reg: 0.1027 (0.1145) loss_classifier: 0.2270 (0.2824) loss_objectness: 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(1.3553) data: 0.0554 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:55:20,066 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:31:59 iter: 24840 loss: 0.3996 (0.5008) loss_box_reg: 0.1004 (0.1144) loss_classifier: 0.2199 (0.2823) loss_objectness: 0.0614 (0.0798) loss_rpn_box_reg: 0.0214 (0.0243) time: 1.2157 (1.3554) data: 0.0574 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:55:46,237 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:31:30 iter: 24860 loss: 0.4182 (0.5008) loss_box_reg: 0.1013 (0.1144) loss_classifier: 0.2311 (0.2822) loss_objectness: 0.0633 (0.0798) loss_rpn_box_reg: 0.0221 (0.0243) time: 1.1557 (1.3554) data: 0.0536 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:56:10,624 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:30:56 iter: 24880 loss: 0.4329 (0.5007) loss_box_reg: 0.1075 (0.1144) loss_classifier: 0.2344 (0.2822) loss_objectness: 0.0647 (0.0797) loss_rpn_box_reg: 0.0210 (0.0243) time: 1.1136 (1.3553) data: 0.0546 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:56:38,487 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:30:31 iter: 24900 loss: 0.4033 (0.5006) loss_box_reg: 0.0980 (0.1144) loss_classifier: 0.2235 (0.2821) loss_objectness: 0.0618 (0.0797) loss_rpn_box_reg: 0.0222 (0.0243) time: 1.3025 (1.3553) data: 0.0708 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:57:05,225 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:30:03 iter: 24920 loss: 0.3999 (0.5005) loss_box_reg: 0.0997 (0.1144) loss_classifier: 0.2171 (0.2821) loss_objectness: 0.0610 (0.0797) loss_rpn_box_reg: 0.0204 (0.0243) time: 1.1523 (1.3553) data: 0.0577 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:57:31,167 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:29:32 iter: 24940 loss: 0.4176 (0.5005) loss_box_reg: 0.1004 (0.1144) loss_classifier: 0.2289 (0.2821) loss_objectness: 0.0650 (0.0797) loss_rpn_box_reg: 0.0230 (0.0243) time: 1.1296 (1.3553) data: 0.0581 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:57:59,312 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:29:08 iter: 24960 loss: 0.4080 (0.5004) loss_box_reg: 0.1022 (0.1144) loss_classifier: 0.2240 (0.2820) loss_objectness: 0.0640 (0.0797) loss_rpn_box_reg: 0.0217 (0.0243) time: 1.2570 (1.3553) data: 0.0597 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:58:25,344 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:28:38 iter: 24980 loss: 0.4042 (0.5003) loss_box_reg: 0.1009 (0.1144) loss_classifier: 0.2202 (0.2820) loss_objectness: 0.0622 (0.0797) loss_rpn_box_reg: 0.0215 (0.0243) time: 1.2077 (1.3553) data: 0.0493 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:58:53,873 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:28:15 iter: 25000 loss: 0.4068 (0.5003) loss_box_reg: 0.1015 (0.1143) loss_classifier: 0.2231 (0.2819) loss_objectness: 0.0602 (0.0797) loss_rpn_box_reg: 0.0215 (0.0243) time: 1.2874 (1.3553) data: 0.0629 (0.0832) lr: 0.060000 max mem: 7935 2019-09-20 18:58:53,875 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0025000.pth 2019-09-20 18:59:22,275 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:51 iter: 25020 loss: 0.4219 (0.5002) loss_box_reg: 0.1029 (0.1143) loss_classifier: 0.2287 (0.2819) loss_objectness: 0.0679 (0.0797) loss_rpn_box_reg: 0.0228 (0.0243) time: 1.2811 (1.3554) data: 0.0810 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 18:59:49,504 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:24 iter: 25040 loss: 0.3989 (0.5001) loss_box_reg: 0.0975 (0.1143) loss_classifier: 0.2207 (0.2818) loss_objectness: 0.0608 (0.0796) loss_rpn_box_reg: 0.0211 (0.0243) time: 1.1451 (1.3554) data: 0.0506 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 19:00:19,550 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:27:05 iter: 25060 loss: 0.4304 (0.5001) loss_box_reg: 0.1038 (0.1143) loss_classifier: 0.2346 (0.2818) loss_objectness: 0.0653 (0.0796) loss_rpn_box_reg: 0.0220 (0.0243) time: 1.2598 (1.3555) data: 0.0611 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 19:00:46,710 maskrcnn_benchmark.trainer INFO: eta: 1 day, 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(0.1143) loss_classifier: 0.2247 (0.2816) loss_objectness: 0.0618 (0.0796) loss_rpn_box_reg: 0.0210 (0.0243) time: 1.1846 (1.3557) data: 0.0533 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 19:02:39,007 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:24:59 iter: 25160 loss: 0.4152 (0.4997) loss_box_reg: 0.1009 (0.1143) loss_classifier: 0.2261 (0.2816) loss_objectness: 0.0631 (0.0796) loss_rpn_box_reg: 0.0218 (0.0243) time: 1.0932 (1.3556) data: 0.0531 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 19:03:09,792 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:24:42 iter: 25180 loss: 0.4130 (0.4997) loss_box_reg: 0.0997 (0.1143) loss_classifier: 0.2249 (0.2815) loss_objectness: 0.0624 (0.0796) loss_rpn_box_reg: 0.0217 (0.0243) time: 1.4248 (1.3558) data: 0.0603 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 19:03:34,083 maskrcnn_benchmark.trainer INFO: eta: 1 day, 0:24:07 iter: 25200 loss: 0.4058 (0.4996) loss_box_reg: 0.1004 (0.1143) loss_classifier: 0.2245 (0.2815) loss_objectness: 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maskrcnn_benchmark.trainer INFO: eta: 23:35:44 iter: 27400 loss: 0.4263 (0.4925) loss_box_reg: 0.1041 (0.1132) loss_classifier: 0.2296 (0.2770) loss_objectness: 0.0638 (0.0782) loss_rpn_box_reg: 0.0209 (0.0241) time: 1.2974 (1.3569) data: 0.0572 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 19:54:19,773 maskrcnn_benchmark.trainer INFO: eta: 23:35:20 iter: 27420 loss: 0.4064 (0.4924) loss_box_reg: 0.0986 (0.1132) loss_classifier: 0.2206 (0.2769) loss_objectness: 0.0629 (0.0782) loss_rpn_box_reg: 0.0217 (0.0241) time: 1.1945 (1.3570) data: 0.0518 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 19:54:48,532 maskrcnn_benchmark.trainer INFO: eta: 23:34:56 iter: 27440 loss: 0.4159 (0.4924) loss_box_reg: 0.1023 (0.1132) loss_classifier: 0.2226 (0.2769) loss_objectness: 0.0636 (0.0782) loss_rpn_box_reg: 0.0216 (0.0241) time: 1.3463 (1.3570) data: 0.0613 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 19:55:16,621 maskrcnn_benchmark.trainer INFO: eta: 23:34:31 iter: 27460 loss: 0.4046 (0.4923) 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maskrcnn_benchmark.trainer INFO: eta: 22:44:27 iter: 29800 loss: 0.3850 (0.4854) loss_box_reg: 0.1009 (0.1122) loss_classifier: 0.2081 (0.2724) loss_objectness: 0.0579 (0.0769) loss_rpn_box_reg: 0.0206 (0.0239) time: 1.3266 (1.3599) data: 0.0647 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 20:50:11,159 maskrcnn_benchmark.trainer INFO: eta: 22:44:14 iter: 29820 loss: 0.3970 (0.4853) loss_box_reg: 0.0964 (0.1122) loss_classifier: 0.2184 (0.2724) loss_objectness: 0.0597 (0.0769) loss_rpn_box_reg: 0.0220 (0.0239) time: 1.5030 (1.3602) data: 0.0652 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 20:50:40,612 maskrcnn_benchmark.trainer INFO: eta: 22:43:51 iter: 29840 loss: 0.4034 (0.4853) loss_box_reg: 0.0983 (0.1122) loss_classifier: 0.2160 (0.2724) loss_objectness: 0.0624 (0.0769) loss_rpn_box_reg: 0.0212 (0.0239) time: 1.2051 (1.3602) data: 0.0493 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 20:51:07,659 maskrcnn_benchmark.trainer INFO: eta: 22:43:24 iter: 29860 loss: 0.4108 (0.4852) 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(0.0239) time: 1.2604 (1.3603) data: 0.0676 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 20:55:44,294 maskrcnn_benchmark.trainer INFO: eta: 22:39:01 iter: 30060 loss: 0.4028 (0.4847) loss_box_reg: 0.1030 (0.1121) loss_classifier: 0.2216 (0.2720) loss_objectness: 0.0601 (0.0768) loss_rpn_box_reg: 0.0197 (0.0239) time: 1.2257 (1.3604) data: 0.0610 (0.0835) lr: 0.060000 max mem: 7935 2019-09-20 20:56:12,878 maskrcnn_benchmark.trainer INFO: eta: 22:38:37 iter: 30080 loss: 0.3889 (0.4846) loss_box_reg: 0.0978 (0.1121) loss_classifier: 0.2128 (0.2719) loss_objectness: 0.0609 (0.0768) loss_rpn_box_reg: 0.0204 (0.0239) time: 1.3024 (1.3604) data: 0.0609 (0.0835) lr: 0.060000 max mem: 7935 2019-09-20 20:56:42,840 maskrcnn_benchmark.trainer INFO: eta: 22:38:15 iter: 30100 loss: 0.4018 (0.4846) loss_box_reg: 0.1004 (0.1121) loss_classifier: 0.2174 (0.2719) loss_objectness: 0.0617 (0.0768) loss_rpn_box_reg: 0.0212 (0.0239) time: 1.3272 (1.3605) data: 0.0532 (0.0835) lr: 0.060000 max mem: 7935 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(0.2717) loss_objectness: 0.0586 (0.0767) loss_rpn_box_reg: 0.0208 (0.0238) time: 1.3690 (1.3608) data: 0.0845 (0.0835) lr: 0.060000 max mem: 7935 2019-09-20 21:00:28,595 maskrcnn_benchmark.trainer INFO: eta: 22:34:53 iter: 30260 loss: 0.4076 (0.4842) loss_box_reg: 0.1030 (0.1120) loss_classifier: 0.2251 (0.2716) loss_objectness: 0.0619 (0.0767) loss_rpn_box_reg: 0.0210 (0.0238) time: 1.1743 (1.3608) data: 0.0549 (0.0835) lr: 0.060000 max mem: 7935 2019-09-20 21:00:56,306 maskrcnn_benchmark.trainer INFO: eta: 22:34:27 iter: 30280 loss: 0.4082 (0.4841) loss_box_reg: 0.0991 (0.1120) loss_classifier: 0.2199 (0.2716) loss_objectness: 0.0626 (0.0767) loss_rpn_box_reg: 0.0207 (0.0238) time: 1.1773 (1.3608) data: 0.0586 (0.0836) lr: 0.060000 max mem: 7935 2019-09-20 21:01:22,202 maskrcnn_benchmark.trainer INFO: eta: 22:33:57 iter: 30300 loss: 0.4030 (0.4841) loss_box_reg: 0.1001 (0.1120) loss_classifier: 0.2224 (0.2716) loss_objectness: 0.0610 (0.0767) loss_rpn_box_reg: 0.0211 (0.0238) time: 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(0.1111) loss_classifier: 0.2175 (0.2676) loss_objectness: 0.0600 (0.0755) loss_rpn_box_reg: 0.0213 (0.0236) time: 1.2017 (1.3610) data: 0.0534 (0.0836) lr: 0.060000 max mem: 7935 2019-09-20 21:55:01,414 maskrcnn_benchmark.trainer INFO: eta: 21:40:39 iter: 32660 loss: 0.3834 (0.4777) loss_box_reg: 0.0958 (0.1110) loss_classifier: 0.2047 (0.2676) loss_objectness: 0.0589 (0.0755) loss_rpn_box_reg: 0.0211 (0.0236) time: 1.1865 (1.3610) data: 0.0598 (0.0836) lr: 0.060000 max mem: 7935 2019-09-20 21:55:34,838 maskrcnn_benchmark.trainer INFO: eta: 21:40:23 iter: 32680 loss: 0.3917 (0.4777) loss_box_reg: 0.0975 (0.1110) loss_classifier: 0.2117 (0.2675) loss_objectness: 0.0585 (0.0755) loss_rpn_box_reg: 0.0196 (0.0236) time: 1.4530 (1.3612) data: 0.0626 (0.0836) lr: 0.060000 max mem: 7935 2019-09-20 21:56:00,317 maskrcnn_benchmark.trainer INFO: eta: 21:39:53 iter: 32700 loss: 0.3795 (0.4776) loss_box_reg: 0.0951 (0.1110) loss_classifier: 0.2088 (0.2675) loss_objectness: 0.0564 (0.0755) 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eta: 20:47:37 iter: 34920 loss: 0.3758 (0.4721) loss_box_reg: 0.0959 (0.1102) loss_classifier: 0.2067 (0.2640) loss_objectness: 0.0573 (0.0744) loss_rpn_box_reg: 0.0207 (0.0234) time: 1.1338 (1.3591) data: 0.0662 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 22:45:35,784 maskrcnn_benchmark.trainer INFO: eta: 20:47:08 iter: 34940 loss: 0.3901 (0.4720) loss_box_reg: 0.0985 (0.1102) loss_classifier: 0.2110 (0.2640) loss_objectness: 0.0584 (0.0744) loss_rpn_box_reg: 0.0203 (0.0234) time: 1.1891 (1.3590) data: 0.0473 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 22:46:05,181 maskrcnn_benchmark.trainer INFO: eta: 20:46:44 iter: 34960 loss: 0.3878 (0.4720) loss_box_reg: 0.0983 (0.1102) loss_classifier: 0.2088 (0.2640) loss_objectness: 0.0581 (0.0744) loss_rpn_box_reg: 0.0205 (0.0234) time: 1.3642 (1.3591) data: 0.0753 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 22:46:32,997 maskrcnn_benchmark.trainer INFO: eta: 20:46:18 iter: 34980 loss: 0.3817 (0.4719) loss_box_reg: 0.0966 (0.1102) 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(0.4718) loss_box_reg: 0.0978 (0.1101) loss_classifier: 0.2102 (0.2638) loss_objectness: 0.0570 (0.0744) loss_rpn_box_reg: 0.0205 (0.0234) time: 1.1497 (1.3589) data: 0.0546 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 22:48:16,764 maskrcnn_benchmark.trainer INFO: eta: 20:44:22 iter: 35060 loss: 0.3918 (0.4718) loss_box_reg: 0.0996 (0.1101) loss_classifier: 0.2158 (0.2638) loss_objectness: 0.0566 (0.0744) loss_rpn_box_reg: 0.0201 (0.0234) time: 1.2322 (1.3590) data: 0.0586 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 22:48:45,995 maskrcnn_benchmark.trainer INFO: eta: 20:43:58 iter: 35080 loss: 0.3875 (0.4717) loss_box_reg: 0.0976 (0.1101) loss_classifier: 0.2090 (0.2638) loss_objectness: 0.0598 (0.0744) loss_rpn_box_reg: 0.0209 (0.0234) time: 1.3078 (1.3590) data: 0.0556 (0.0834) lr: 0.060000 max mem: 7935 2019-09-20 22:49:12,687 maskrcnn_benchmark.trainer INFO: eta: 20:43:30 iter: 35100 loss: 0.3735 (0.4717) loss_box_reg: 0.0926 (0.1101) loss_classifier: 0.2058 (0.2637) 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(1.3589) data: 0.0413 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 22:50:55,502 maskrcnn_benchmark.trainer INFO: eta: 20:41:32 iter: 35180 loss: 0.3834 (0.4715) loss_box_reg: 0.0948 (0.1101) loss_classifier: 0.2136 (0.2636) loss_objectness: 0.0578 (0.0743) loss_rpn_box_reg: 0.0195 (0.0234) time: 1.2327 (1.3589) data: 0.0490 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 22:51:23,886 maskrcnn_benchmark.trainer INFO: eta: 20:41:06 iter: 35200 loss: 0.3795 (0.4714) loss_box_reg: 0.0966 (0.1101) loss_classifier: 0.2040 (0.2636) loss_objectness: 0.0579 (0.0743) loss_rpn_box_reg: 0.0210 (0.0234) time: 1.1832 (1.3589) data: 0.0527 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 22:51:52,316 maskrcnn_benchmark.trainer INFO: eta: 20:40:41 iter: 35220 loss: 0.3943 (0.4714) loss_box_reg: 0.0996 (0.1101) loss_classifier: 0.2167 (0.2636) loss_objectness: 0.0575 (0.0743) loss_rpn_box_reg: 0.0197 (0.0234) time: 1.1343 (1.3589) data: 0.0540 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 22:52:18,297 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0.0576 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:42:40,189 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0037500.pth 2019-09-20 23:43:05,817 maskrcnn_benchmark.trainer INFO: eta: 19:47:23 iter: 37520 loss: 0.3792 (0.4660) loss_box_reg: 0.0980 (0.1093) loss_classifier: 0.2067 (0.2602) loss_objectness: 0.0572 (0.0733) loss_rpn_box_reg: 0.0202 (0.0232) time: 1.1451 (1.3575) data: 0.0498 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:43:31,442 maskrcnn_benchmark.trainer INFO: eta: 19:46:54 iter: 37540 loss: 0.3838 (0.4660) loss_box_reg: 0.0993 (0.1093) loss_classifier: 0.2040 (0.2602) loss_objectness: 0.0590 (0.0733) loss_rpn_box_reg: 0.0203 (0.0232) time: 1.1213 (1.3575) data: 0.0401 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:43:56,025 maskrcnn_benchmark.trainer INFO: eta: 19:46:23 iter: 37560 loss: 0.3793 (0.4660) loss_box_reg: 0.0931 (0.1092) loss_classifier: 0.2047 (0.2602) loss_objectness: 0.0595 (0.0733) loss_rpn_box_reg: 0.0199 (0.0232) time: 1.1248 (1.3574) data: 0.0476 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:44:21,402 maskrcnn_benchmark.trainer INFO: eta: 19:45:53 iter: 37580 loss: 0.3766 (0.4659) loss_box_reg: 0.0948 (0.1092) loss_classifier: 0.2077 (0.2601) loss_objectness: 0.0582 (0.0733) loss_rpn_box_reg: 0.0206 (0.0232) time: 1.1762 (1.3574) data: 0.0558 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:44:48,367 maskrcnn_benchmark.trainer INFO: eta: 19:45:26 iter: 37600 loss: 0.3848 (0.4659) loss_box_reg: 0.0930 (0.1092) loss_classifier: 0.2066 (0.2601) loss_objectness: 0.0575 (0.0733) loss_rpn_box_reg: 0.0198 (0.0232) time: 1.3275 (1.3574) data: 0.0680 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:45:11,123 maskrcnn_benchmark.trainer INFO: eta: 19:44:53 iter: 37620 loss: 0.3874 (0.4658) loss_box_reg: 0.0964 (0.1092) loss_classifier: 0.2150 (0.2601) loss_objectness: 0.0580 (0.0733) loss_rpn_box_reg: 0.0206 (0.0232) time: 1.0552 (1.3573) data: 0.0455 (0.0833) lr: 0.060000 max mem: 7935 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(0.2599) loss_objectness: 0.0596 (0.0732) loss_rpn_box_reg: 0.0211 (0.0232) time: 1.2667 (1.3572) data: 0.0726 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:48:49,113 maskrcnn_benchmark.trainer INFO: eta: 19:41:17 iter: 37780 loss: 0.3791 (0.4655) loss_box_reg: 0.0959 (0.1092) loss_classifier: 0.2034 (0.2598) loss_objectness: 0.0579 (0.0732) loss_rpn_box_reg: 0.0213 (0.0232) time: 1.3801 (1.3573) data: 0.0596 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:49:14,898 maskrcnn_benchmark.trainer INFO: eta: 19:40:48 iter: 37800 loss: 0.3775 (0.4654) loss_box_reg: 0.0959 (0.1092) loss_classifier: 0.2036 (0.2598) loss_objectness: 0.0563 (0.0732) loss_rpn_box_reg: 0.0200 (0.0232) time: 1.1619 (1.3572) data: 0.0633 (0.0833) lr: 0.060000 max mem: 7935 2019-09-20 23:49:42,771 maskrcnn_benchmark.trainer INFO: eta: 19:40:21 iter: 37820 loss: 0.3729 (0.4654) loss_box_reg: 0.0945 (0.1092) loss_classifier: 0.1983 (0.2598) loss_objectness: 0.0562 (0.0732) loss_rpn_box_reg: 0.0203 (0.0232) time: 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(0.2506) loss_objectness: 0.0547 (0.0705) loss_rpn_box_reg: 0.0193 (0.0227) time: 1.2189 (1.3570) data: 0.0580 (0.0834) lr: 0.060000 max mem: 7935 2019-09-21 02:37:25,387 maskrcnn_benchmark.trainer INFO: eta: 16:52:22 iter: 45240 loss: 0.3755 (0.4506) loss_box_reg: 0.0938 (0.1069) loss_classifier: 0.2011 (0.2505) loss_objectness: 0.0570 (0.0705) loss_rpn_box_reg: 0.0196 (0.0227) time: 1.2491 (1.3571) data: 0.0505 (0.0834) lr: 0.060000 max mem: 7935 2019-09-21 02:37:50,783 maskrcnn_benchmark.trainer INFO: eta: 16:51:53 iter: 45260 loss: 0.3540 (0.4506) loss_box_reg: 0.0898 (0.1069) loss_classifier: 0.1908 (0.2505) loss_objectness: 0.0530 (0.0705) loss_rpn_box_reg: 0.0200 (0.0227) time: 1.1455 (1.3570) data: 0.0595 (0.0834) lr: 0.060000 max mem: 7935 2019-09-21 02:38:18,644 maskrcnn_benchmark.trainer INFO: eta: 16:51:27 iter: 45280 loss: 0.3806 (0.4506) loss_box_reg: 0.0974 (0.1069) loss_classifier: 0.2055 (0.2505) loss_objectness: 0.0556 (0.0705) loss_rpn_box_reg: 0.0199 (0.0227) time: 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(0.2388) loss_objectness: 0.0526 (0.0671) loss_rpn_box_reg: 0.0191 (0.0221) time: 1.0203 (1.3067) data: 0.0366 (0.0768) lr: 0.060000 max mem: 7935 2019-09-21 06:32:01,464 maskrcnn_benchmark.trainer INFO: eta: 11:42:05 iter: 57760 loss: 0.3578 (0.4319) loss_box_reg: 0.0907 (0.1040) loss_classifier: 0.1883 (0.2388) loss_objectness: 0.0520 (0.0671) loss_rpn_box_reg: 0.0185 (0.0221) time: 1.0216 (1.3066) data: 0.0327 (0.0768) lr: 0.060000 max mem: 7935 2019-09-21 06:32:21,652 maskrcnn_benchmark.trainer INFO: eta: 11:41:35 iter: 57780 loss: 0.3662 (0.4319) loss_box_reg: 0.0952 (0.1040) loss_classifier: 0.1978 (0.2388) loss_objectness: 0.0559 (0.0671) loss_rpn_box_reg: 0.0190 (0.0221) time: 0.9883 (1.3065) data: 0.0356 (0.0767) lr: 0.060000 max mem: 7935 2019-09-21 06:32:41,233 maskrcnn_benchmark.trainer INFO: eta: 11:41:06 iter: 57800 loss: 0.3569 (0.4319) loss_box_reg: 0.0945 (0.1040) loss_classifier: 0.1933 (0.2388) loss_objectness: 0.0522 (0.0670) loss_rpn_box_reg: 0.0189 (0.0221) time: 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(0.4248) loss_box_reg: 0.0830 (0.1028) loss_classifier: 0.1630 (0.2344) loss_objectness: 0.0436 (0.0658) loss_rpn_box_reg: 0.0173 (0.0218) time: 0.9910 (1.2845) data: 0.0321 (0.0738) lr: 0.006000 max mem: 7935 2019-09-21 07:50:48,579 maskrcnn_benchmark.trainer INFO: eta: 9:49:57 iter: 62440 loss: 0.3075 (0.4248) loss_box_reg: 0.0809 (0.1028) loss_classifier: 0.1589 (0.2344) loss_objectness: 0.0457 (0.0658) loss_rpn_box_reg: 0.0176 (0.0218) time: 0.9616 (1.2844) data: 0.0318 (0.0738) lr: 0.006000 max mem: 7935 2019-09-21 07:51:08,857 maskrcnn_benchmark.trainer INFO: eta: 9:49:29 iter: 62460 loss: 0.3103 (0.4248) loss_box_reg: 0.0851 (0.1028) loss_classifier: 0.1616 (0.2343) loss_objectness: 0.0453 (0.0658) loss_rpn_box_reg: 0.0175 (0.0218) time: 0.9996 (1.2843) data: 0.0345 (0.0738) lr: 0.006000 max mem: 7935 2019-09-21 07:51:29,009 maskrcnn_benchmark.trainer INFO: eta: 9:49:01 iter: 62480 loss: 0.3027 (0.4247) loss_box_reg: 0.0829 (0.1028) loss_classifier: 0.1588 (0.2343) 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(0.0708) lr: 0.006000 max mem: 7935 2019-09-21 10:06:05,198 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0070000.pth 2019-09-21 10:06:34,641 maskrcnn_benchmark.trainer INFO: eta: 7:00:08 iter: 70020 loss: 0.2817 (0.4119) loss_box_reg: 0.0790 (0.1007) loss_classifier: 0.1498 (0.2263) loss_objectness: 0.0414 (0.0636) loss_rpn_box_reg: 0.0168 (0.0214) time: 1.3874 (1.2617) data: 0.0555 (0.0708) lr: 0.006000 max mem: 7935 2019-09-21 10:07:03,513 maskrcnn_benchmark.trainer INFO: eta: 6:59:44 iter: 70040 loss: 0.3039 (0.4119) loss_box_reg: 0.0846 (0.1007) loss_classifier: 0.1585 (0.2263) loss_objectness: 0.0448 (0.0636) loss_rpn_box_reg: 0.0169 (0.0214) time: 1.2614 (1.2617) data: 0.0666 (0.0708) lr: 0.006000 max mem: 7935 2019-09-21 10:07:34,187 maskrcnn_benchmark.trainer INFO: eta: 6:59:20 iter: 70060 loss: 0.2997 (0.4118) loss_box_reg: 0.0827 (0.1006) loss_classifier: 0.1534 (0.2262) loss_objectness: 0.0450 (0.0636) loss_rpn_box_reg: 0.0188 (0.0214) time: 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(0.0715) lr: 0.006000 max mem: 7935 2019-09-21 10:56:15,548 maskrcnn_benchmark.trainer INFO: eta: 6:16:17 iter: 72160 loss: 0.2992 (0.4086) loss_box_reg: 0.0807 (0.1001) loss_classifier: 0.1527 (0.2242) loss_objectness: 0.0462 (0.0630) loss_rpn_box_reg: 0.0176 (0.0213) time: 1.1679 (1.2656) data: 0.0534 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 10:56:44,966 maskrcnn_benchmark.trainer INFO: eta: 6:15:53 iter: 72180 loss: 0.2999 (0.4086) loss_box_reg: 0.0803 (0.1001) loss_classifier: 0.1595 (0.2242) loss_objectness: 0.0443 (0.0630) loss_rpn_box_reg: 0.0164 (0.0213) time: 1.3124 (1.2656) data: 0.0967 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 10:57:12,333 maskrcnn_benchmark.trainer INFO: eta: 6:15:28 iter: 72200 loss: 0.2974 (0.4085) loss_box_reg: 0.0812 (0.1001) loss_classifier: 0.1522 (0.2242) loss_objectness: 0.0428 (0.0630) loss_rpn_box_reg: 0.0171 (0.0213) time: 1.1572 (1.2657) data: 0.0522 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 10:57:38,572 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(0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:02:17,620 maskrcnn_benchmark.trainer INFO: eta: 6:10:56 iter: 72420 loss: 0.3000 (0.4082) loss_box_reg: 0.0817 (0.1000) loss_classifier: 0.1558 (0.2240) loss_objectness: 0.0434 (0.0630) loss_rpn_box_reg: 0.0183 (0.0212) time: 1.2182 (1.2660) data: 0.0630 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:02:44,979 maskrcnn_benchmark.trainer INFO: eta: 6:10:32 iter: 72440 loss: 0.2971 (0.4082) loss_box_reg: 0.0823 (0.1000) loss_classifier: 0.1539 (0.2239) loss_objectness: 0.0435 (0.0629) loss_rpn_box_reg: 0.0173 (0.0212) time: 1.2406 (1.2661) data: 0.0457 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:03:09,073 maskrcnn_benchmark.trainer INFO: eta: 6:10:06 iter: 72460 loss: 0.2934 (0.4081) loss_box_reg: 0.0800 (0.1000) loss_classifier: 0.1522 (0.2239) loss_objectness: 0.0425 (0.0629) loss_rpn_box_reg: 0.0166 (0.0212) time: 1.1314 (1.2660) data: 0.0471 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:03:34,079 maskrcnn_benchmark.trainer INFO: eta: 6:09:41 iter: 72480 loss: 0.3011 (0.4081) loss_box_reg: 0.0817 (0.1000) loss_classifier: 0.1558 (0.2239) loss_objectness: 0.0447 (0.0629) loss_rpn_box_reg: 0.0172 (0.0212) time: 1.1497 (1.2660) data: 0.0528 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:03:58,280 maskrcnn_benchmark.trainer INFO: eta: 6:09:15 iter: 72500 loss: 0.2912 (0.4081) loss_box_reg: 0.0777 (0.1000) loss_classifier: 0.1493 (0.2239) loss_objectness: 0.0426 (0.0629) loss_rpn_box_reg: 0.0180 (0.0212) time: 1.1426 (1.2660) data: 0.0498 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:03:58,281 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0072500.pth 2019-09-21 11:04:24,811 maskrcnn_benchmark.trainer INFO: eta: 6:08:50 iter: 72520 loss: 0.3030 (0.4080) loss_box_reg: 0.0816 (0.1000) loss_classifier: 0.1588 (0.2239) loss_objectness: 0.0471 (0.0629) loss_rpn_box_reg: 0.0163 (0.0212) time: 1.3123 (1.2660) data: 0.0694 (0.0715) lr: 0.006000 max mem: 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(0.2237) loss_objectness: 0.0413 (0.0629) loss_rpn_box_reg: 0.0168 (0.0212) time: 1.1603 (1.2661) data: 0.0577 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:07:49,870 maskrcnn_benchmark.trainer INFO: eta: 6:05:28 iter: 72680 loss: 0.3007 (0.4078) loss_box_reg: 0.0795 (0.1000) loss_classifier: 0.1580 (0.2237) loss_objectness: 0.0437 (0.0629) loss_rpn_box_reg: 0.0173 (0.0212) time: 1.1332 (1.2661) data: 0.0430 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:08:15,793 maskrcnn_benchmark.trainer INFO: eta: 6:05:03 iter: 72700 loss: 0.3007 (0.4078) loss_box_reg: 0.0805 (0.1000) loss_classifier: 0.1580 (0.2237) loss_objectness: 0.0434 (0.0629) loss_rpn_box_reg: 0.0168 (0.0212) time: 1.2259 (1.2661) data: 0.0549 (0.0715) lr: 0.006000 max mem: 7935 2019-09-21 11:08:43,853 maskrcnn_benchmark.trainer INFO: eta: 6:04:38 iter: 72720 loss: 0.2973 (0.4077) loss_box_reg: 0.0784 (0.1000) loss_classifier: 0.1535 (0.2237) loss_objectness: 0.0445 (0.0629) loss_rpn_box_reg: 0.0175 (0.0212) time: 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(1.2728) data: 0.0649 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:04:40,152 maskrcnn_benchmark.trainer INFO: eta: 4:18:48 iter: 77800 loss: 0.2944 (0.4007) loss_box_reg: 0.0822 (0.0988) loss_classifier: 0.1554 (0.2192) loss_objectness: 0.0431 (0.0617) loss_rpn_box_reg: 0.0178 (0.0210) time: 1.2820 (1.2729) data: 0.0609 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:05:06,508 maskrcnn_benchmark.trainer INFO: eta: 4:18:23 iter: 77820 loss: 0.2966 (0.4006) loss_box_reg: 0.0806 (0.0988) loss_classifier: 0.1544 (0.2192) loss_objectness: 0.0417 (0.0616) loss_rpn_box_reg: 0.0172 (0.0210) time: 1.2081 (1.2729) data: 0.0732 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:05:31,933 maskrcnn_benchmark.trainer INFO: eta: 4:17:58 iter: 77840 loss: 0.2971 (0.4006) loss_box_reg: 0.0784 (0.0988) loss_classifier: 0.1532 (0.2192) loss_objectness: 0.0427 (0.0616) loss_rpn_box_reg: 0.0173 (0.0210) time: 1.2008 (1.2729) data: 0.0535 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:05:58,955 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(0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:10:31,744 maskrcnn_benchmark.trainer INFO: eta: 4:13:21 iter: 78060 loss: 0.3032 (0.4003) loss_box_reg: 0.0830 (0.0987) loss_classifier: 0.1589 (0.2190) loss_objectness: 0.0437 (0.0616) loss_rpn_box_reg: 0.0167 (0.0210) time: 1.1613 (1.2731) data: 0.0547 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:10:59,336 maskrcnn_benchmark.trainer INFO: eta: 4:12:56 iter: 78080 loss: 0.2828 (0.4003) loss_box_reg: 0.0795 (0.0987) loss_classifier: 0.1491 (0.2190) loss_objectness: 0.0411 (0.0616) loss_rpn_box_reg: 0.0166 (0.0210) time: 1.2138 (1.2732) data: 0.0664 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:11:25,494 maskrcnn_benchmark.trainer INFO: eta: 4:12:30 iter: 78100 loss: 0.2881 (0.4003) loss_box_reg: 0.0804 (0.0987) loss_classifier: 0.1474 (0.2190) loss_objectness: 0.0435 (0.0616) loss_rpn_box_reg: 0.0168 (0.0210) time: 1.1631 (1.2732) data: 0.0557 (0.0726) lr: 0.006000 max mem: 7935 2019-09-21 13:11:48,697 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(0.0729) lr: 0.006000 max mem: 7935 2019-09-21 13:51:38,150 maskrcnn_benchmark.trainer INFO: eta: 3:35:02 iter: 79880 loss: 0.2907 (0.3980) loss_box_reg: 0.0799 (0.0983) loss_classifier: 0.1503 (0.2175) loss_objectness: 0.0436 (0.0612) loss_rpn_box_reg: 0.0174 (0.0209) time: 1.2052 (1.2750) data: 0.0632 (0.0729) lr: 0.006000 max mem: 7935 2019-09-21 13:52:03,966 maskrcnn_benchmark.trainer INFO: eta: 3:34:37 iter: 79900 loss: 0.2977 (0.3979) loss_box_reg: 0.0814 (0.0983) loss_classifier: 0.1503 (0.2175) loss_objectness: 0.0439 (0.0612) loss_rpn_box_reg: 0.0167 (0.0209) time: 1.1897 (1.2750) data: 0.0643 (0.0729) lr: 0.006000 max mem: 7935 2019-09-21 13:52:31,287 maskrcnn_benchmark.trainer INFO: eta: 3:34:12 iter: 79920 loss: 0.2904 (0.3979) loss_box_reg: 0.0826 (0.0983) loss_classifier: 0.1518 (0.2175) loss_objectness: 0.0434 (0.0612) loss_rpn_box_reg: 0.0180 (0.0209) time: 1.1197 (1.2750) data: 0.0482 (0.0729) lr: 0.006000 max mem: 7935 2019-09-21 13:53:00,269 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(0.0729) lr: 0.000600 max mem: 7935 2019-09-21 15:31:02,864 maskrcnn_benchmark.trainer INFO: eta: 1:52:53 iter: 84680 loss: 0.2843 (0.3918) loss_box_reg: 0.0787 (0.0973) loss_classifier: 0.1483 (0.2137) loss_objectness: 0.0426 (0.0601) loss_rpn_box_reg: 0.0174 (0.0207) time: 1.2472 (1.2732) data: 0.0608 (0.0729) lr: 0.000600 max mem: 7935 2019-09-21 15:31:31,659 maskrcnn_benchmark.trainer INFO: eta: 1:52:27 iter: 84700 loss: 0.2845 (0.3918) loss_box_reg: 0.0770 (0.0973) loss_classifier: 0.1456 (0.2137) loss_objectness: 0.0444 (0.0601) loss_rpn_box_reg: 0.0174 (0.0207) time: 1.3115 (1.2732) data: 0.0627 (0.0729) lr: 0.000600 max mem: 7935 2019-09-21 15:32:00,677 maskrcnn_benchmark.trainer INFO: eta: 1:52:02 iter: 84720 loss: 0.2839 (0.3917) loss_box_reg: 0.0795 (0.0973) loss_classifier: 0.1485 (0.2136) loss_objectness: 0.0410 (0.0601) loss_rpn_box_reg: 0.0162 (0.0207) time: 1.4121 (1.2732) data: 0.0673 (0.0729) lr: 0.000600 max mem: 7935 2019-09-21 15:32:27,709 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(0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:37:04,885 maskrcnn_benchmark.trainer INFO: eta: 1:47:24 iter: 84940 loss: 0.2873 (0.3915) loss_box_reg: 0.0779 (0.0972) loss_classifier: 0.1485 (0.2135) loss_objectness: 0.0419 (0.0601) loss_rpn_box_reg: 0.0173 (0.0207) time: 1.2029 (1.2735) data: 0.0617 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:37:32,764 maskrcnn_benchmark.trainer INFO: eta: 1:46:58 iter: 84960 loss: 0.2808 (0.3915) loss_box_reg: 0.0784 (0.0972) loss_classifier: 0.1450 (0.2135) loss_objectness: 0.0404 (0.0601) loss_rpn_box_reg: 0.0168 (0.0207) time: 1.2242 (1.2736) data: 0.0797 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:38:01,789 maskrcnn_benchmark.trainer INFO: eta: 1:46:33 iter: 84980 loss: 0.2780 (0.3914) loss_box_reg: 0.0802 (0.0972) loss_classifier: 0.1432 (0.2134) loss_objectness: 0.0407 (0.0601) loss_rpn_box_reg: 0.0170 (0.0207) time: 1.2674 (1.2736) data: 0.0569 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:38:29,115 maskrcnn_benchmark.trainer INFO: eta: 1:46:08 iter: 85000 loss: 0.2876 (0.3914) loss_box_reg: 0.0815 (0.0972) loss_classifier: 0.1478 (0.2134) loss_objectness: 0.0418 (0.0601) loss_rpn_box_reg: 0.0167 (0.0207) time: 1.2477 (1.2736) data: 0.0622 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:38:29,118 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0085000.pth 2019-09-21 15:38:53,326 maskrcnn_benchmark.trainer INFO: eta: 1:45:42 iter: 85020 loss: 0.2883 (0.3914) loss_box_reg: 0.0809 (0.0972) loss_classifier: 0.1515 (0.2134) loss_objectness: 0.0429 (0.0601) loss_rpn_box_reg: 0.0170 (0.0207) time: 1.1654 (1.2736) data: 0.0632 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:39:20,855 maskrcnn_benchmark.trainer INFO: eta: 1:45:17 iter: 85040 loss: 0.2855 (0.3914) loss_box_reg: 0.0779 (0.0972) loss_classifier: 0.1462 (0.2134) loss_objectness: 0.0422 (0.0601) loss_rpn_box_reg: 0.0173 (0.0207) time: 1.1515 (1.2736) data: 0.0498 (0.0730) lr: 0.000600 max mem: 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(0.2133) loss_objectness: 0.0395 (0.0600) loss_rpn_box_reg: 0.0156 (0.0207) time: 1.3009 (1.2739) data: 0.0553 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:43:09,341 maskrcnn_benchmark.trainer INFO: eta: 1:41:54 iter: 85200 loss: 0.2894 (0.3912) loss_box_reg: 0.0811 (0.0972) loss_classifier: 0.1510 (0.2133) loss_objectness: 0.0427 (0.0600) loss_rpn_box_reg: 0.0179 (0.0207) time: 1.2445 (1.2739) data: 0.0506 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:43:36,093 maskrcnn_benchmark.trainer INFO: eta: 1:41:29 iter: 85220 loss: 0.2842 (0.3911) loss_box_reg: 0.0771 (0.0972) loss_classifier: 0.1474 (0.2133) loss_objectness: 0.0415 (0.0600) loss_rpn_box_reg: 0.0174 (0.0207) time: 1.2681 (1.2739) data: 0.0691 (0.0730) lr: 0.000600 max mem: 7935 2019-09-21 15:44:04,756 maskrcnn_benchmark.trainer INFO: eta: 1:41:04 iter: 85240 loss: 0.2906 (0.3911) loss_box_reg: 0.0792 (0.0972) loss_classifier: 0.1487 (0.2132) loss_objectness: 0.0415 (0.0600) loss_rpn_box_reg: 0.0173 (0.0207) time: 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(0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:31:36,638 maskrcnn_benchmark.trainer INFO: eta: 0:56:34 iter: 87340 loss: 0.2841 (0.3886) loss_box_reg: 0.0776 (0.0968) loss_classifier: 0.1501 (0.2117) loss_objectness: 0.0411 (0.0596) loss_rpn_box_reg: 0.0167 (0.0206) time: 1.2090 (1.2760) data: 0.0593 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:32:03,825 maskrcnn_benchmark.trainer INFO: eta: 0:56:08 iter: 87360 loss: 0.2838 (0.3886) loss_box_reg: 0.0776 (0.0968) loss_classifier: 0.1457 (0.2117) loss_objectness: 0.0418 (0.0596) loss_rpn_box_reg: 0.0168 (0.0206) time: 1.2843 (1.2760) data: 0.0722 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:32:29,638 maskrcnn_benchmark.trainer INFO: eta: 0:55:43 iter: 87380 loss: 0.2695 (0.3886) loss_box_reg: 0.0762 (0.0967) loss_classifier: 0.1402 (0.2117) loss_objectness: 0.0401 (0.0596) loss_rpn_box_reg: 0.0164 (0.0206) time: 1.2229 (1.2760) data: 0.0513 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:32:56,923 maskrcnn_benchmark.trainer INFO: eta: 0:55:17 iter: 87400 loss: 0.2962 (0.3885) loss_box_reg: 0.0807 (0.0967) loss_classifier: 0.1533 (0.2116) loss_objectness: 0.0424 (0.0596) loss_rpn_box_reg: 0.0169 (0.0206) time: 1.2179 (1.2760) data: 0.0515 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:33:25,975 maskrcnn_benchmark.trainer INFO: eta: 0:54:52 iter: 87420 loss: 0.2837 (0.3885) loss_box_reg: 0.0799 (0.0967) loss_classifier: 0.1453 (0.2116) loss_objectness: 0.0418 (0.0596) loss_rpn_box_reg: 0.0160 (0.0206) time: 1.2133 (1.2761) data: 0.0668 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:33:54,491 maskrcnn_benchmark.trainer INFO: eta: 0:54:26 iter: 87440 loss: 0.2825 (0.3885) loss_box_reg: 0.0780 (0.0967) loss_classifier: 0.1465 (0.2116) loss_objectness: 0.0410 (0.0596) loss_rpn_box_reg: 0.0161 (0.0206) time: 1.2466 (1.2761) data: 0.0532 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:34:17,290 maskrcnn_benchmark.trainer INFO: eta: 0:54:01 iter: 87460 loss: 0.2865 (0.3885) loss_box_reg: 0.0774 (0.0967) loss_classifier: 0.1469 (0.2116) loss_objectness: 0.0417 (0.0596) loss_rpn_box_reg: 0.0171 (0.0206) time: 1.0566 (1.2761) data: 0.0466 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:34:41,634 maskrcnn_benchmark.trainer INFO: eta: 0:53:35 iter: 87480 loss: 0.2842 (0.3885) loss_box_reg: 0.0786 (0.0967) loss_classifier: 0.1502 (0.2116) loss_objectness: 0.0424 (0.0596) loss_rpn_box_reg: 0.0168 (0.0206) time: 1.1433 (1.2761) data: 0.0661 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:35:09,294 maskrcnn_benchmark.trainer INFO: eta: 0:53:10 iter: 87500 loss: 0.2840 (0.3884) loss_box_reg: 0.0792 (0.0967) loss_classifier: 0.1474 (0.2116) loss_objectness: 0.0411 (0.0595) loss_rpn_box_reg: 0.0174 (0.0206) time: 1.2325 (1.2761) data: 0.0549 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:35:09,299 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0087500.pth 2019-09-21 16:35:38,037 maskrcnn_benchmark.trainer INFO: eta: 0:52:44 iter: 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(0.2115) loss_objectness: 0.0433 (0.0595) loss_rpn_box_reg: 0.0172 (0.0206) time: 1.1274 (1.2762) data: 0.0524 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:37:29,015 maskrcnn_benchmark.trainer INFO: eta: 0:51:02 iter: 87600 loss: 0.3031 (0.3883) loss_box_reg: 0.0816 (0.0967) loss_classifier: 0.1544 (0.2115) loss_objectness: 0.0438 (0.0595) loss_rpn_box_reg: 0.0175 (0.0206) time: 1.3007 (1.2762) data: 0.0858 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:37:55,643 maskrcnn_benchmark.trainer INFO: eta: 0:50:37 iter: 87620 loss: 0.2708 (0.3883) loss_box_reg: 0.0760 (0.0967) loss_classifier: 0.1413 (0.2115) loss_objectness: 0.0402 (0.0595) loss_rpn_box_reg: 0.0169 (0.0206) time: 1.2758 (1.2762) data: 0.0676 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:38:21,942 maskrcnn_benchmark.trainer INFO: eta: 0:50:11 iter: 87640 loss: 0.2851 (0.3883) loss_box_reg: 0.0793 (0.0967) loss_classifier: 0.1501 (0.2115) loss_objectness: 0.0411 (0.0595) loss_rpn_box_reg: 0.0164 (0.0206) time: 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(0.3881) loss_box_reg: 0.0785 (0.0967) loss_classifier: 0.1432 (0.2114) loss_objectness: 0.0408 (0.0595) loss_rpn_box_reg: 0.0161 (0.0206) time: 1.1825 (1.2763) data: 0.0516 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:41:52,518 maskrcnn_benchmark.trainer INFO: eta: 0:46:47 iter: 87800 loss: 0.2735 (0.3881) loss_box_reg: 0.0759 (0.0967) loss_classifier: 0.1415 (0.2113) loss_objectness: 0.0406 (0.0595) loss_rpn_box_reg: 0.0164 (0.0206) time: 1.1130 (1.2763) data: 0.0465 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:42:18,655 maskrcnn_benchmark.trainer INFO: eta: 0:46:22 iter: 87820 loss: 0.2884 (0.3881) loss_box_reg: 0.0794 (0.0967) loss_classifier: 0.1464 (0.2113) loss_objectness: 0.0427 (0.0595) loss_rpn_box_reg: 0.0175 (0.0206) time: 1.2021 (1.2763) data: 0.0554 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:42:44,835 maskrcnn_benchmark.trainer INFO: eta: 0:45:56 iter: 87840 loss: 0.2894 (0.3880) loss_box_reg: 0.0809 (0.0967) loss_classifier: 0.1482 (0.2113) 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(1.2764) data: 0.0512 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:44:39,211 maskrcnn_benchmark.trainer INFO: eta: 0:44:15 iter: 87920 loss: 0.2937 (0.3880) loss_box_reg: 0.0806 (0.0966) loss_classifier: 0.1541 (0.2113) loss_objectness: 0.0421 (0.0595) loss_rpn_box_reg: 0.0174 (0.0206) time: 1.3032 (1.2765) data: 0.0808 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:45:08,941 maskrcnn_benchmark.trainer INFO: eta: 0:43:49 iter: 87940 loss: 0.2867 (0.3879) loss_box_reg: 0.0797 (0.0966) loss_classifier: 0.1494 (0.2113) loss_objectness: 0.0397 (0.0595) loss_rpn_box_reg: 0.0170 (0.0206) time: 1.3706 (1.2765) data: 0.0721 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:45:34,373 maskrcnn_benchmark.trainer INFO: eta: 0:43:24 iter: 87960 loss: 0.2985 (0.3879) loss_box_reg: 0.0845 (0.0966) loss_classifier: 0.1546 (0.2112) loss_objectness: 0.0436 (0.0595) loss_rpn_box_reg: 0.0175 (0.0206) time: 1.2005 (1.2765) data: 0.0546 (0.0734) lr: 0.000600 max mem: 7935 2019-09-21 16:46:01,452 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maskrcnn_benchmark.trainer INFO: eta: 0:20:51 iter: 89020 loss: 0.2874 (0.3867) loss_box_reg: 0.0785 (0.0964) loss_classifier: 0.1484 (0.2105) loss_objectness: 0.0427 (0.0593) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.2203 (1.2775) data: 0.0673 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:09:55,711 maskrcnn_benchmark.trainer INFO: eta: 0:20:26 iter: 89040 loss: 0.2844 (0.3867) loss_box_reg: 0.0799 (0.0964) loss_classifier: 0.1455 (0.2105) loss_objectness: 0.0410 (0.0592) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.0921 (1.2775) data: 0.0490 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:10:23,303 maskrcnn_benchmark.trainer INFO: eta: 0:20:00 iter: 89060 loss: 0.2821 (0.3867) loss_box_reg: 0.0788 (0.0964) loss_classifier: 0.1437 (0.2105) loss_objectness: 0.0436 (0.0592) loss_rpn_box_reg: 0.0169 (0.0205) time: 1.1483 (1.2775) data: 0.0431 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:10:48,348 maskrcnn_benchmark.trainer INFO: eta: 0:19:35 iter: 89080 loss: 0.2823 (0.3866) 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0.0437 (0.0592) loss_rpn_box_reg: 0.0175 (0.0205) time: 1.3069 (1.2775) data: 0.0656 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:12:35,296 maskrcnn_benchmark.trainer INFO: eta: 0:17:53 iter: 89160 loss: 0.2886 (0.3866) loss_box_reg: 0.0801 (0.0964) loss_classifier: 0.1477 (0.2104) loss_objectness: 0.0426 (0.0592) loss_rpn_box_reg: 0.0174 (0.0205) time: 1.1592 (1.2775) data: 0.0545 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:12:58,271 maskrcnn_benchmark.trainer INFO: eta: 0:17:27 iter: 89180 loss: 0.2784 (0.3865) loss_box_reg: 0.0771 (0.0964) loss_classifier: 0.1424 (0.2104) loss_objectness: 0.0401 (0.0592) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.1029 (1.2775) data: 0.0434 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:13:27,392 maskrcnn_benchmark.trainer INFO: eta: 0:17:02 iter: 89200 loss: 0.2870 (0.3865) loss_box_reg: 0.0786 (0.0964) loss_classifier: 0.1485 (0.2104) loss_objectness: 0.0416 (0.0592) loss_rpn_box_reg: 0.0170 (0.0205) time: 1.2501 (1.2775) data: 0.0502 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:13:53,288 maskrcnn_benchmark.trainer INFO: eta: 0:16:36 iter: 89220 loss: 0.2924 (0.3865) loss_box_reg: 0.0795 (0.0964) loss_classifier: 0.1496 (0.2103) loss_objectness: 0.0428 (0.0592) loss_rpn_box_reg: 0.0175 (0.0205) time: 1.1705 (1.2775) data: 0.0443 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:14:19,728 maskrcnn_benchmark.trainer INFO: eta: 0:16:10 iter: 89240 loss: 0.2825 (0.3865) loss_box_reg: 0.0782 (0.0964) loss_classifier: 0.1448 (0.2103) loss_objectness: 0.0405 (0.0592) loss_rpn_box_reg: 0.0167 (0.0205) time: 1.2519 (1.2775) data: 0.0882 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:14:43,952 maskrcnn_benchmark.trainer INFO: eta: 0:15:45 iter: 89260 loss: 0.2851 (0.3864) loss_box_reg: 0.0796 (0.0964) loss_classifier: 0.1478 (0.2103) loss_objectness: 0.0413 (0.0592) loss_rpn_box_reg: 0.0165 (0.0205) time: 1.1238 (1.2775) data: 0.0504 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:15:11,345 maskrcnn_benchmark.trainer INFO: eta: 0:15:19 iter: 89280 loss: 0.2884 (0.3864) loss_box_reg: 0.0793 (0.0964) loss_classifier: 0.1497 (0.2103) loss_objectness: 0.0414 (0.0592) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.2544 (1.2776) data: 0.0701 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:15:39,838 maskrcnn_benchmark.trainer INFO: eta: 0:14:54 iter: 89300 loss: 0.3013 (0.3864) loss_box_reg: 0.0838 (0.0964) loss_classifier: 0.1537 (0.2103) loss_objectness: 0.0428 (0.0592) loss_rpn_box_reg: 0.0171 (0.0205) time: 1.1952 (1.2776) data: 0.0598 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:16:05,881 maskrcnn_benchmark.trainer INFO: eta: 0:14:28 iter: 89320 loss: 0.2763 (0.3864) loss_box_reg: 0.0755 (0.0964) loss_classifier: 0.1451 (0.2103) loss_objectness: 0.0394 (0.0592) loss_rpn_box_reg: 0.0173 (0.0205) time: 1.1219 (1.2776) data: 0.0527 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:16:28,956 maskrcnn_benchmark.trainer INFO: eta: 0:14:03 iter: 89340 loss: 0.2910 (0.3864) loss_box_reg: 0.0821 (0.0964) loss_classifier: 0.1483 (0.2103) loss_objectness: 0.0423 (0.0592) loss_rpn_box_reg: 0.0174 (0.0205) time: 1.0944 (1.2776) data: 0.0407 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:16:54,967 maskrcnn_benchmark.trainer INFO: eta: 0:13:37 iter: 89360 loss: 0.2846 (0.3863) loss_box_reg: 0.0798 (0.0964) loss_classifier: 0.1428 (0.2102) loss_objectness: 0.0411 (0.0592) loss_rpn_box_reg: 0.0177 (0.0205) time: 1.1569 (1.2776) data: 0.0631 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:17:22,036 maskrcnn_benchmark.trainer INFO: eta: 0:13:12 iter: 89380 loss: 0.2830 (0.3863) loss_box_reg: 0.0804 (0.0964) loss_classifier: 0.1445 (0.2102) loss_objectness: 0.0423 (0.0592) loss_rpn_box_reg: 0.0176 (0.0205) time: 1.2062 (1.2776) data: 0.0654 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:17:50,225 maskrcnn_benchmark.trainer INFO: eta: 0:12:46 iter: 89400 loss: 0.2785 (0.3863) loss_box_reg: 0.0770 (0.0964) loss_classifier: 0.1466 (0.2102) loss_objectness: 0.0400 (0.0592) loss_rpn_box_reg: 0.0162 (0.0205) time: 1.1638 (1.2776) data: 0.0594 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:18:17,305 maskrcnn_benchmark.trainer INFO: eta: 0:12:21 iter: 89420 loss: 0.2821 (0.3863) loss_box_reg: 0.0785 (0.0964) loss_classifier: 0.1455 (0.2102) loss_objectness: 0.0414 (0.0592) loss_rpn_box_reg: 0.0171 (0.0205) time: 1.2367 (1.2776) data: 0.0643 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:18:44,719 maskrcnn_benchmark.trainer INFO: eta: 0:11:55 iter: 89440 loss: 0.2794 (0.3862) loss_box_reg: 0.0793 (0.0964) loss_classifier: 0.1439 (0.2102) loss_objectness: 0.0404 (0.0592) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.2650 (1.2777) data: 0.0570 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:19:12,685 maskrcnn_benchmark.trainer INFO: eta: 0:11:29 iter: 89460 loss: 0.2859 (0.3862) loss_box_reg: 0.0775 (0.0964) loss_classifier: 0.1450 (0.2102) loss_objectness: 0.0411 (0.0592) loss_rpn_box_reg: 0.0182 (0.0205) time: 1.2795 (1.2777) data: 0.0713 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:19:36,614 maskrcnn_benchmark.trainer INFO: eta: 0:11:04 iter: 89480 loss: 0.2795 (0.3862) loss_box_reg: 0.0796 (0.0964) loss_classifier: 0.1453 (0.2102) loss_objectness: 0.0404 (0.0592) loss_rpn_box_reg: 0.0161 (0.0205) time: 1.0961 (1.2777) data: 0.0417 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:20:04,932 maskrcnn_benchmark.trainer INFO: eta: 0:10:38 iter: 89500 loss: 0.2828 (0.3862) loss_box_reg: 0.0774 (0.0963) loss_classifier: 0.1461 (0.2101) loss_objectness: 0.0410 (0.0592) loss_rpn_box_reg: 0.0166 (0.0205) time: 1.1934 (1.2777) data: 0.0470 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:20:31,062 maskrcnn_benchmark.trainer INFO: eta: 0:10:13 iter: 89520 loss: 0.2890 (0.3862) loss_box_reg: 0.0815 (0.0963) loss_classifier: 0.1482 (0.2101) loss_objectness: 0.0426 (0.0592) loss_rpn_box_reg: 0.0164 (0.0205) time: 1.2547 (1.2777) data: 0.0602 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:20:56,580 maskrcnn_benchmark.trainer INFO: eta: 0:09:47 iter: 89540 loss: 0.2818 (0.3861) loss_box_reg: 0.0769 (0.0963) loss_classifier: 0.1457 (0.2101) loss_objectness: 0.0401 (0.0592) loss_rpn_box_reg: 0.0172 (0.0205) time: 1.1374 (1.2777) data: 0.0534 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:21:23,324 maskrcnn_benchmark.trainer INFO: eta: 0:09:22 iter: 89560 loss: 0.2849 (0.3861) loss_box_reg: 0.0790 (0.0963) loss_classifier: 0.1453 (0.2101) loss_objectness: 0.0425 (0.0591) loss_rpn_box_reg: 0.0177 (0.0205) time: 1.2773 (1.2777) data: 0.0559 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:21:49,241 maskrcnn_benchmark.trainer INFO: eta: 0:08:56 iter: 89580 loss: 0.2878 (0.3861) loss_box_reg: 0.0797 (0.0963) loss_classifier: 0.1469 (0.2101) loss_objectness: 0.0410 (0.0591) loss_rpn_box_reg: 0.0177 (0.0205) time: 1.1562 (1.2777) data: 0.0499 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:22:15,549 maskrcnn_benchmark.trainer INFO: eta: 0:08:31 iter: 89600 loss: 0.2835 (0.3861) loss_box_reg: 0.0776 (0.0963) loss_classifier: 0.1469 (0.2101) loss_objectness: 0.0407 (0.0591) loss_rpn_box_reg: 0.0168 (0.0205) time: 1.1729 (1.2777) data: 0.0677 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:22:42,777 maskrcnn_benchmark.trainer INFO: eta: 0:08:05 iter: 89620 loss: 0.2860 (0.3860) loss_box_reg: 0.0817 (0.0963) loss_classifier: 0.1458 (0.2101) loss_objectness: 0.0413 (0.0591) loss_rpn_box_reg: 0.0170 (0.0205) time: 1.2224 (1.2777) data: 0.0510 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:23:12,737 maskrcnn_benchmark.trainer INFO: eta: 0:07:40 iter: 89640 loss: 0.2886 (0.3860) loss_box_reg: 0.0795 (0.0963) loss_classifier: 0.1481 (0.2101) loss_objectness: 0.0415 (0.0591) loss_rpn_box_reg: 0.0173 (0.0205) time: 1.6270 (1.2778) data: 0.0611 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:23:38,717 maskrcnn_benchmark.trainer INFO: eta: 0:07:14 iter: 89660 loss: 0.2910 (0.3860) loss_box_reg: 0.0818 (0.0963) loss_classifier: 0.1516 (0.2100) loss_objectness: 0.0426 (0.0591) loss_rpn_box_reg: 0.0166 (0.0205) time: 1.0980 (1.2778) data: 0.0446 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:24:06,122 maskrcnn_benchmark.trainer INFO: eta: 0:06:48 iter: 89680 loss: 0.2804 (0.3860) loss_box_reg: 0.0804 (0.0963) loss_classifier: 0.1442 (0.2100) loss_objectness: 0.0399 (0.0591) loss_rpn_box_reg: 0.0158 (0.0205) time: 1.2275 (1.2778) data: 0.0688 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:24:32,195 maskrcnn_benchmark.trainer INFO: eta: 0:06:23 iter: 89700 loss: 0.2765 (0.3860) loss_box_reg: 0.0771 (0.0963) loss_classifier: 0.1426 (0.2100) loss_objectness: 0.0411 (0.0591) loss_rpn_box_reg: 0.0173 (0.0205) time: 1.2030 (1.2778) data: 0.0500 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:24:53,891 maskrcnn_benchmark.trainer INFO: eta: 0:05:57 iter: 89720 loss: 0.2858 (0.3859) loss_box_reg: 0.0797 (0.0963) loss_classifier: 0.1469 (0.2100) loss_objectness: 0.0406 (0.0591) loss_rpn_box_reg: 0.0173 (0.0205) time: 1.0321 (1.2778) data: 0.0398 (0.0737) lr: 0.000600 max mem: 7935 2019-09-21 17:25:13,448 maskrcnn_benchmark.trainer INFO: eta: 0:05:32 iter: 89740 loss: 0.2870 (0.3859) loss_box_reg: 0.0816 (0.0963) loss_classifier: 0.1500 (0.2100) loss_objectness: 0.0420 (0.0591) loss_rpn_box_reg: 0.0177 (0.0205) time: 0.9582 (1.2777) data: 0.0339 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:25:33,005 maskrcnn_benchmark.trainer INFO: eta: 0:05:06 iter: 89760 loss: 0.2782 (0.3859) loss_box_reg: 0.0774 (0.0963) loss_classifier: 0.1422 (0.2100) loss_objectness: 0.0407 (0.0591) loss_rpn_box_reg: 0.0163 (0.0205) time: 0.9720 (1.2776) data: 0.0315 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:25:52,616 maskrcnn_benchmark.trainer INFO: eta: 0:04:41 iter: 89780 loss: 0.2869 (0.3859) loss_box_reg: 0.0780 (0.0963) loss_classifier: 0.1510 (0.2100) loss_objectness: 0.0410 (0.0591) loss_rpn_box_reg: 0.0166 (0.0205) time: 0.9695 (1.2776) data: 0.0344 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:26:12,136 maskrcnn_benchmark.trainer INFO: eta: 0:04:15 iter: 89800 loss: 0.2881 (0.3858) loss_box_reg: 0.0803 (0.0963) loss_classifier: 0.1495 (0.2099) loss_objectness: 0.0422 (0.0591) loss_rpn_box_reg: 0.0184 (0.0205) time: 0.9678 (1.2775) data: 0.0350 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:26:31,663 maskrcnn_benchmark.trainer INFO: eta: 0:03:49 iter: 89820 loss: 0.2868 (0.3858) loss_box_reg: 0.0793 (0.0963) loss_classifier: 0.1457 (0.2099) loss_objectness: 0.0419 (0.0591) loss_rpn_box_reg: 0.0176 (0.0205) time: 0.9830 (1.2774) data: 0.0356 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:26:51,320 maskrcnn_benchmark.trainer INFO: eta: 0:03:24 iter: 89840 loss: 0.2971 (0.3858) loss_box_reg: 0.0828 (0.0963) loss_classifier: 0.1527 (0.2099) loss_objectness: 0.0429 (0.0591) loss_rpn_box_reg: 0.0169 (0.0205) time: 0.9739 (1.2774) data: 0.0348 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:27:10,932 maskrcnn_benchmark.trainer INFO: eta: 0:02:58 iter: 89860 loss: 0.2814 (0.3858) loss_box_reg: 0.0771 (0.0963) loss_classifier: 0.1451 (0.2099) loss_objectness: 0.0414 (0.0591) loss_rpn_box_reg: 0.0162 (0.0205) time: 0.9746 (1.2773) data: 0.0362 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:27:30,555 maskrcnn_benchmark.trainer INFO: eta: 0:02:33 iter: 89880 loss: 0.2809 (0.3858) loss_box_reg: 0.0772 (0.0963) loss_classifier: 0.1423 (0.2099) loss_objectness: 0.0407 (0.0591) loss_rpn_box_reg: 0.0174 (0.0205) time: 0.9670 (1.2773) data: 0.0326 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:27:50,410 maskrcnn_benchmark.trainer INFO: eta: 0:02:07 iter: 89900 loss: 0.2907 (0.3857) loss_box_reg: 0.0797 (0.0963) loss_classifier: 0.1533 (0.2099) loss_objectness: 0.0418 (0.0591) loss_rpn_box_reg: 0.0163 (0.0205) time: 0.9911 (1.2772) data: 0.0375 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:28:10,025 maskrcnn_benchmark.trainer INFO: eta: 0:01:42 iter: 89920 loss: 0.2891 (0.3857) loss_box_reg: 0.0789 (0.0963) loss_classifier: 0.1477 (0.2099) loss_objectness: 0.0423 (0.0591) loss_rpn_box_reg: 0.0168 (0.0205) time: 0.9744 (1.2771) data: 0.0362 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:28:29,689 maskrcnn_benchmark.trainer INFO: eta: 0:01:16 iter: 89940 loss: 0.3001 (0.3857) loss_box_reg: 0.0818 (0.0963) loss_classifier: 0.1499 (0.2098) loss_objectness: 0.0446 (0.0591) loss_rpn_box_reg: 0.0173 (0.0205) time: 0.9698 (1.2771) data: 0.0359 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:28:49,238 maskrcnn_benchmark.trainer INFO: eta: 0:00:51 iter: 89960 loss: 0.2877 (0.3857) loss_box_reg: 0.0819 (0.0963) loss_classifier: 0.1463 (0.2098) loss_objectness: 0.0408 (0.0591) loss_rpn_box_reg: 0.0174 (0.0205) time: 0.9701 (1.2770) data: 0.0336 (0.0736) lr: 0.000600 max mem: 7935 2019-09-21 17:29:08,689 maskrcnn_benchmark.trainer INFO: eta: 0:00:25 iter: 89980 loss: 0.2825 (0.3856) loss_box_reg: 0.0795 (0.0963) loss_classifier: 0.1461 (0.2098) loss_objectness: 0.0421 (0.0591) loss_rpn_box_reg: 0.0168 (0.0205) time: 0.9716 (1.2769) data: 0.0360 (0.0735) lr: 0.000600 max mem: 7935 2019-09-21 17:29:28,368 maskrcnn_benchmark.trainer INFO: eta: 0:00:00 iter: 90000 loss: 0.2903 (0.3856) loss_box_reg: 0.0802 (0.0963) loss_classifier: 0.1486 (0.2098) loss_objectness: 0.0421 (0.0591) loss_rpn_box_reg: 0.0167 (0.0205) time: 0.9766 (1.2769) data: 0.0389 (0.0735) lr: 0.000600 max mem: 7935 2019-09-21 17:29:28,370 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_0090000.pth 2019-09-21 17:29:28,414 maskrcnn_benchmark.utils.checkpoint INFO: Saving checkpoint to ./output/model_final.pth 2019-09-21 17:29:28,860 maskrcnn_benchmark.trainer INFO: Total training time: 1 day, 7:55:17.770568 (1.2769 s / it) 2019-09-21 17:29:30,028 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 2019-09-21 17:29:30,292 maskrcnn_benchmark.inference INFO: Start evaluation on coco_2017_val dataset(5000 images). 2019-09-21 17:30:10,110 maskrcnn_benchmark.inference INFO: Total run time: 0:00:39.818085 (0.03185446834564209 s / img per device, on 4 devices) 2019-09-21 17:30:10,110 maskrcnn_benchmark.inference INFO: Model inference time: 0:00:35.804995 (0.028643995857238768 s / img per device, on 4 devices) 2019-09-21 17:30:11,388 maskrcnn_benchmark.inference INFO: Preparing results for COCO format 2019-09-21 17:30:11,389 maskrcnn_benchmark.inference INFO: Preparing bbox results 2019-09-21 17:30:12,792 maskrcnn_benchmark.inference INFO: Evaluating predictions 2019-09-21 17:30:45,040 maskrcnn_benchmark.inference INFO: Task: bbox AP, AP50, AP75, APs, APm, APl 0.2371, 0.4074, 0.2447, 0.0705, 0.2491, 0.3986