| TAG: tp_casc_rcnn_X_32xd4_50_FPN_GN_2FC | |
| BACKBONE: | |
| BOTTLENECK: resnext_32xd4 | |
| FREEZE_AFFINE: false | |
| FREEZE_AT: 0 | |
| NORM: GN | |
| RESNET_NUM_BLOCKS: | |
| - 3 | |
| - 4 | |
| - 6 | |
| - 3 | |
| TF_PAD_MODE: false | |
| CASCADE: | |
| BBOX_REG_WEIGHTS: | |
| - - 10.0 | |
| - 10.0 | |
| - 5.0 | |
| - 5.0 | |
| - - 20.0 | |
| - 20.0 | |
| - 10.0 | |
| - 10.0 | |
| - - 30.0 | |
| - 30.0 | |
| - 15.0 | |
| - 15.0 | |
| IOUS: | |
| - 0.5 | |
| - 0.6 | |
| - 0.7 | |
| DATA: | |
| TRAIN_NUM_WORKERS: 12 | |
| FPN: | |
| ANCHOR_STRIDES: !!python/tuple | |
| - 4 | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 64 | |
| CASCADE: true | |
| FRCNN_CONV_HEAD_DIM: 256 | |
| FRCNN_FC_HEAD_DIM: 1024 | |
| FRCNN_HEAD_FUNC: fastrcnn_2fc_head | |
| NORM: GN | |
| NUM_CHANNEL: 256 | |
| PROPOSAL_MODE: Level | |
| FRCNN: | |
| BATCH_PER_IM: 512 | |
| BBOX_REG_WEIGHTS: | |
| - 10.0 | |
| - 10.0 | |
| - 5.0 | |
| - 5.0 | |
| FG_RATIO: 0.25 | |
| FG_THRESH: 0.5 | |
| MODE_MASK: false | |
| MRCNN: | |
| ACCURATE_PASTE: true | |
| HEAD_DIM: 256 | |
| PREPROC: | |
| MAX_SIZE: 1333 | |
| PIXEL_MEAN: | |
| - 238.33 | |
| - 238.24 | |
| - 238.23 | |
| PIXEL_STD: | |
| - 8.75 | |
| - 8.569 | |
| - 9.14 | |
| SHORT_EDGE_SIZE: 600 | |
| TRAIN_SHORT_EDGE_SIZE: | |
| - 400 | |
| - 600 | |
| RPN: | |
| ANCHOR_RATIOS: !!python/tuple | |
| - 0.25 | |
| - 0.5 | |
| - 1.0 | |
| ANCHOR_SIZES: !!python/tuple | |
| - 8 | |
| - 16 | |
| - 32 | |
| - 64 | |
| - 128 | |
| ANCHOR_STRIDE: 8 | |
| BATCH_PER_IM: 512 | |
| CROWD_OVERLAP_THRESH: 9.99 | |
| FG_RATIO: 0.5 | |
| HEAD_DIM: 1024 | |
| MIN_SIZE: 0 | |
| NEGATIVE_ANCHOR_THRESH: 0.3 | |
| POSITIVE_ANCHOR_THRESH: 0.7 | |
| PROPOSAL_NMS_THRESH: 0.7 | |
| PER_LEVEL_NMS_TOPK: 1000 | |
| TRAIN_PER_LEVEL_NMS_TOPK: 2000 | |
| TRAIN_PRE_NMS_TOPK: 12000 | |
| PRE_NMS_TOPK: 6000 | |
| TRAIN_POST_NMS_TOPK: 2000 | |
| POST_NMS_TOPK: 1000 | |
| OUTPUT: | |
| FRCNN_NMS_THRESH: 0.01 | |
| RESULTS_PER_IM: 800 | |
| RESULT_SCORE_THRESH: 0.4 | |
| NMS_THRESH_CLASS_AGNOSTIC: 0.001 | |
| TRAINER: replicated | |
| TRAIN: | |
| LR_SCHEDULE: 1x | |
| EVAL_PERIOD: 50 | |
| CHECKPOINT_PERIOD: 20 | |
| WEIGHT_DECAY: 1e-4 | |
| BASE_LR: 1e-2 | |
| WARMUP: 1000 | |
| WARMUP_INIT_LR: 1e-5 | |
| STEPS_PER_EPOCH: 500 | |
| STARTING_EPOCH: 1 | |
| LOG_DIR: train_log/maskrcnn | |