Add frozen comparison protocol
Browse files- comparison_protocol.json +60 -0
comparison_protocol.json
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{
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"train_csv": "/home/msko021220/dataset/COD10K_GMPO_Used_Data/captions/cod10k_train_cam_dpo_1caption_sd_bgpos_vs_bgexplicitneg_exclude_mmcamobj_easyhard_2886.csv",
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"train_csv_sha256": "7f2dde8a9062a9a8c7080c8c6d8c6e3c4981ec7056e04615761e10d669a95630",
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"train_pairs": 2886,
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"excluded_mmcamobj_easyhard_images": 154,
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"positive_input": [
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"filename",
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"Caption"
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],
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"gmpo_only_inputs": [
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"filename_neg",
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"Caption_neg"
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],
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"initial_and_reference_checkpoint": "/home/msko021220/dataset/clip_reference_checkpoints/openai_clip_vit_b_32_quickgelu_openclip_state_dict.pt",
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"initial_checkpoint_sha256": "851b42d7c83e629a8c1d4b2e00cf94e7d9e9b414feeee34592228f495b08afef",
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"encoder": "ViT-B-32-quickgelu",
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"shared_train_budget": {
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"epochs": 3,
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"seed": 0
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},
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"gmpo": {
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"optimizer": {
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"lr": 1e-06,
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"weight_decay": 0.01,
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"warmup_steps": 10,
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"beta_dpo": 10.0
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},
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"ddp_gpus": [
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0,
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1
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],
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"batch_per_gpu": 128,
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"global_batch": 256,
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"variants": [
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"global_ind",
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"sample_ind"
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]
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},
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"clip_and_cliprefine_native_optimizer": {
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"batch_size": 32,
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"lr": 2e-05,
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"weight_decay": 0.05,
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"warmup_epochs": 1,
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"gpus": {
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"clip": 0,
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"cliprefine": 1
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}
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},
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"evaluation": {
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"test_split": "COD10K CAM Test",
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"samples": 2026,
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"prompt": "There is a/an {animal} visually blended into its surroundings.",
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"vbeta": 1.0,
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"vvar": 0.3,
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"vlayer": 8,
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"seed": 42,
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"nsd_tolerance_px": 2.0,
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"sam_or_postprocessing": "unchanged cod10k_saliency_hparam_search pipeline"
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}
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}
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