Closed ZhiXianZ closed 1 year ago
My inference log: defrcn.evaluation.evaluator INFO: Start inference on 4952 images Your inference log: defrcn.evaluation.evaluator INFO: Start inference on 619 images
My config yaml file: [11/20 03:07:39] detectron2 INFO: Command line arguments: Namespace(config_file='configs/voc/defrcn_fsod_r101_novel1_1shot_seed1.yaml', dist_url='tcp://127.0.0.1:50152', end_iter=-1, eval_all=False, eval_during_train=False, eval_iter=-1, eval_only=False, machine_rank=0, num_gpus=0, num_machines=1, opts=['MODEL.WEIGHTS', 'checkpoints/voc/CAA/defrcn_det_r101_base1/model_reset_remove.pth', 'OUTPUT_DIR', 'checkpoints/voc/CAA/defrcn_fsod_r101_novel1/fsrw-like/1shot_seed1', 'TEST.PCB_MODELPATH', '/home/ubuntu/FSOD_DeFRCN/ImageNetPretrained/torchvision/resnet101-5d3b4d8f.pth', 'SOLVER.IMS_PER_BATCH', '6'], resume=False, start_iter=-1) [11/20 03:07:39] detectron2 INFO: Contents of args.config_file=configs/voc/defrcn_fsod_r101_novel1_1shot_seed1.yaml: BASE: "../Base-RCNN.yaml" MODEL: WEIGHTS: "/Path/to/Base/Pretrain/Weight" MASK_ON: False BACKBONE: FREEZE: False RESNETS: DEPTH: 101 RPN: ENABLE_DECOUPLE: True BACKWARD_SCALE: 0.0 FREEZE: False ROI_HEADS: ENABLE_DECOUPLE: True BACKWARD_SCALE: 0.001 NUM_CLASSES: 5 FREEZE_FEAT: True
CLS_DROPOUT: True
INPUT:
MIN_SIZE_TRAIN: (608, 640, 672, 704, 736, 768, 800) MIN_SIZE_TEST: 800 DATASETS: TRAIN: ("voc_2007_trainval_novel1_1shot_seed1", ) TEST: ("voc_2007_test_novel1",) SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 STEPS: (600, ) MAX_ITER: 800 CHECKPOINT_PERIOD: 100000 WARMUP_ITERS: 0 TEST: PCB_ENABLE: True PCB_MODELPATH: "/Path/to/ImageNet/Pre-Train/Weight" OUTPUT_DIR: "/Path/to/Output/Dir"
My inference log: defrcn.evaluation.evaluator INFO: Start inference on 4952 images Your inference log: defrcn.evaluation.evaluator INFO: Start inference on 619 images
My config yaml file: [11/20 03:07:39] detectron2 INFO: Command line arguments: Namespace(config_file='configs/voc/defrcn_fsod_r101_novel1_1shot_seed1.yaml', dist_url='tcp://127.0.0.1:50152', end_iter=-1, eval_all=False, eval_during_train=False, eval_iter=-1, eval_only=False, machine_rank=0, num_gpus=0, num_machines=1, opts=['MODEL.WEIGHTS', 'checkpoints/voc/CAA/defrcn_det_r101_base1/model_reset_remove.pth', 'OUTPUT_DIR', 'checkpoints/voc/CAA/defrcn_fsod_r101_novel1/fsrw-like/1shot_seed1', 'TEST.PCB_MODELPATH', '/home/ubuntu/FSOD_DeFRCN/ImageNetPretrained/torchvision/resnet101-5d3b4d8f.pth', 'SOLVER.IMS_PER_BATCH', '6'], resume=False, start_iter=-1) [11/20 03:07:39] detectron2 INFO: Contents of args.config_file=configs/voc/defrcn_fsod_r101_novel1_1shot_seed1.yaml: BASE: "../Base-RCNN.yaml" MODEL: WEIGHTS: "/Path/to/Base/Pretrain/Weight" MASK_ON: False BACKBONE: FREEZE: False RESNETS: DEPTH: 101 RPN: ENABLE_DECOUPLE: True BACKWARD_SCALE: 0.0 FREEZE: False ROI_HEADS: ENABLE_DECOUPLE: True BACKWARD_SCALE: 0.001 NUM_CLASSES: 5 FREEZE_FEAT: True
FREEZE_FEAT: False
INPUT:
MIN_SIZE_TRAIN: (480, 512, 544, 576, 608, 640, 672, 704, 736, 768, 800)
MIN_SIZE_TRAIN: (608, 640, 672, 704, 736, 768, 800) MIN_SIZE_TEST: 800 DATASETS: TRAIN: ("voc_2007_trainval_novel1_1shot_seed1", ) TEST: ("voc_2007_test_novel1",) SOLVER: IMS_PER_BATCH: 16 BASE_LR: 0.02 STEPS: (600, ) MAX_ITER: 800 CHECKPOINT_PERIOD: 100000 WARMUP_ITERS: 0 TEST: PCB_ENABLE: True PCB_MODELPATH: "/Path/to/ImageNet/Pre-Train/Weight" OUTPUT_DIR: "/Path/to/Output/Dir"