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| DATA: | |
| dataset: classification | |
| dataset_json_file: /data02/xy/dataEngine/json_data/LuojiaHOG(test)_.json | |
| # dataset_json_file: /data02/xy/dataEngine/json_data/merged_output_combined_9w_resplit.json | |
| # dataset_json_file: /data02/xy/dataEngine/json_data/merged_output_combined_9w_resplit.json | |
| exp_name: classifi | |
| ratio: 0 | |
| dataset_train_split: 0.6 | |
| dataset_query_split: 0.2 | |
| imgs_folder: /data02/xy/Clip-hash/datasets/image/ | |
| label_path: /data02/xy/Clip-hash/labels.txt | |
| num_classes: 10 | |
| # num_classes: 131 | |
| TRAIN: | |
| # Base Arch | |
| # clip_pretrain: /data02/xy/Clip-hash/pretrain/RS5M_ViT-B-32.pt | |
| clip_pretrain: ./cisen/pretrain/RS5M_ViT-B-32.pt | |
| model_name: ViT-B-32 | |
| ckpt_path: /data02/xy/GeoRSCLIP/codebase/inference/pretrain/RS5M_ViT-B-32.pt | |
| input_size: 224 | |
| word_len: 328 | |
| word_dim: 1024 | |
| vis_dim: 512 | |
| fpn_in: [ 512, 768, 768 ] | |
| fpn_out: [ 768, 768, 768, 512 ] | |
| sync_bn: True | |
| # Decoder | |
| num_layers: 3 | |
| num_head: 8 | |
| dim_ffn: 2048 | |
| dropout: 0.1 | |
| intermediate: False | |
| # Training Setting | |
| workers: 32 # data loader workers | |
| workers_val: 16 | |
| epochs: 50 | |
| milestones: [50] | |
| start_epoch: 0 | |
| batch_size: 256 # batch size for training | |
| batch_size_val: 256 # batch size for validation during training, memory and speed tradeoff 11111 | |
| base_lr: 0.0001 | |
| min_lr: 0.00000001 | |
| lr_decay: 0.5 | |
| lr_multi: 0.1 | |
| weight_decay: 0. | |
| max_norm: 0. | |
| manual_seed: 0 | |
| print_freq: 1 | |
| lamda1: 0.5 | |
| lamda2: 0.5 | |
| beta1: 0.5 | |
| beta2: 0.5 | |
| eta: 0.2 | |
| warmup_epochs: 0 | |
| contrastive: [0.4, 0.3, 0.3] | |
| # Resume & Save | |
| output_folder: /data02/xy/Clip-hash/exp/ | |
| save_freq: 1 | |
| weight: # path to initial weight (default: none) | |
| resume: False # path to latest checkpoint (default: none) | |
| evaluate: True # evaluate on validation set, extra gpu memory needed and small batch_size_val is recommend | |
| Distributed: | |
| dist_url: tcp://localhost:3693 | |
| dist_backend: 'nccl' | |
| multiprocessing_distributed: True | |
| world_size: 1 | |
| rank: 0 | |
| TEST: | |
| test_split: val-test | |
| gpu : [0] | |
| test_lmdb: /data02/xy/Clip-hash/datasets/lmdb/refcoco/val.lmdb | |
| visualize: False | |
| topk: 5 | |
| test_batch_size: 256 #1111111 | |
| val_batch_size: 1 |