--- a +++ b/configs/gaitedge/phase1_seg.yaml @@ -0,0 +1,69 @@ +data_cfg: + dataset_name: CASIA-B* + dataset_root: your_path + data_in_use: [false, false, true, true] + dataset_partition: ./datasets/CASIA-B/CASIA-B.json + num_workers: 1 + remove_no_gallery: false + test_dataset_name: CASIA-B + +evaluator_cfg: + enable_float16: true + restore_ckpt_strict: true + restore_hint: 25000 + save_name: Segmentation + eval_func: evaluate_segmentation + sampler: + batch_size: 4 + sample_type: all_ordered + type: InferenceSampler + frames_all_limit: 720 + transform: + - type: BaseRgbTransform + - type: BaseSilTransform + +loss_cfg: + - loss_term_weight: 1.0 + type: BinaryCrossEntropyLoss + log_prefix: bce + +model_cfg: + model: Segmentation + backbone_cfg: + type: U_Net + in_channels: 3 + +optimizer_cfg: + lr: 0.1 + momentum: 0.9 + solver: SGD + weight_decay: 0.0005 + +scheduler_cfg: + gamma: 0.1 + milestones: # Learning Rate Reduction at each milestones + - 10000 + - 15000 + - 20000 + scheduler: MultiStepLR + +trainer_cfg: + enable_float16: true + with_test: true + log_iter: 100 + restore_ckpt_strict: true + restore_hint: 0 + save_iter: 5000 + save_name: Segmentation + total_iter: 25000 + sampler: + batch_shuffle: true + batch_size: + - 8 + - 16 + frames_num_fixed: 15 + sample_type: fixed_unordered + type: TripletSampler + transform: + - type: BaseRgbTransform + - type: BaseSilTransform