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