--- a +++ b/configs/gaitset/gaitset_casiae.yaml @@ -0,0 +1,77 @@ +data_cfg: + dataset_name: CASIA-E + dataset_root: your_path + dataset_partition: ./datasets/CASIA-E/CASIA-E.json + num_workers: 1 + remove_no_gallery: false + test_dataset_name: CASIA-E + +evaluator_cfg: + enable_float16: false + restore_ckpt_strict: true + restore_hint: 60000 + save_name: GaitSet + sampler: + batch_size: 16 + sample_type: all_ordered + type: InferenceSampler + metric: euc # cos + +loss_cfg: + loss_term_weight: 1.0 + margin: 0.2 + type: TripletLoss + log_prefix: triplet + +model_cfg: + model: GaitSet + in_channels: + - 1 + - 64 + - 128 + - 256 + SeparateFCs: + in_channels: 256 + out_channels: 256 + parts_num: 62 + bin_num: + - 16 + - 8 + - 4 + - 2 + - 1 + +optimizer_cfg: + lr: 0.1 + momentum: 0.9 + solver: SGD + weight_decay: 0.0005 + +scheduler_cfg: + gamma: 0.1 + milestones: + - 20000 + - 40000 + - 50000 + scheduler: MultiStepLR + +trainer_cfg: + enable_float16: true + log_iter: 100 + with_test: false + restore_ckpt_strict: true + restore_hint: 0 + save_iter: 60000 + save_name: GaitSet + sync_BN: false + total_iter: 60000 + sampler: + batch_shuffle: false + batch_size: + - 8 + - 32 + frames_num_fixed: 30 + frames_num_max: 50 + frames_num_min: 25 + sample_type: fixed_unordered + type: TripletSampler