--- a +++ b/configs/msgg/msgg_SUSTech1K.yaml @@ -0,0 +1,98 @@ +data_cfg: + dataset_name: SUSTech1K + dataset_root: your_path + dataset_partition: ./datasets/SUSTech1K/SUSTech1K.json + num_workers: 1 + remove_no_gallery: false + test_dataset_name: SUSTech1K + +evaluator_cfg: + enable_float16: false + restore_ckpt_strict: true + restore_hint: 300000 + save_name: MSGG_SUSTech1K + eval_func: evaluate_indoor_dataset + sampler: + batch_size: 8 + sample_type: all_ordered + type: InferenceSampler + transform: + - type: MSGGTransform + # prob: alphapose + prob: coco + metric: euc # cos + +loss_cfg: + - loss_term_weight: 0.3 + margin: 0.2 + type: TripletLoss + log_prefix: triplet_joints + - loss_term_weight: 0.2 + margin: 0.2 + type: TripletLoss + log_prefix: triplet_limbs + - loss_term_weight: 0.1 + margin: 0.2 + type: TripletLoss + log_prefix: triplet_bodyparts + - loss_term_weight: 1.0 + scale: 1 + type: CrossEntropyLoss + log_accuracy: true + label_smooth: false + log_prefix: softmax + +model_cfg: + model: MultiScaleGaitGraph + in_channels: + - 3 + - 16 + - 32 + - 64 + - 128 + out_channels: 128 + graph_cfg: + layout: 'body_12' + strategy: 'gait_temporal' + temporal_kernel_size: 9 + num_id: 5153 + +optimizer_cfg: + lr: 0.1 + momentum: 0.9 + solver: SGD + weight_decay: 0.0005 + +scheduler_cfg: + gamma: 0.1 + milestones: + - 75000 + - 150000 + - 225000 + scheduler: MultiStepLR + +trainer_cfg: + enable_float16: false + fix_BN: false + with_test: false + log_iter: 100 + restore_ckpt_strict: true + restore_hint: 0 + save_iter: 2000 + save_name: MSGG_SUSTech1K + sync_BN: true + total_iter: 300000 + sampler: + batch_shuffle: false + batch_size: + - 32 + - 8 + frames_num_fixed: 30 + frames_num_max: 50 + frames_num_min: 25 + frames_skip_num: 0 + sample_type: fixed_ordered + type: TripletSampler + transform: + - type: MSGGTransform + prob: coco \ No newline at end of file