| { | |
| "corpus": "MELD", | |
| "classes": 7, | |
| "manifest": "manifests/all_v2_meldctx.csv", | |
| "sample_root": "/lustre09/project/6006047/ahmadh3/aer_pp", | |
| "out": "checkpoints/v5_meld_diag_v4match", | |
| "audio": "microsoft/wavlm-large", | |
| "video": "MCG-NJU/videomae-large", | |
| "text": "microsoft/deberta-v3-large", | |
| "unfreeze_audio": 0, | |
| "unfreeze_video": 0, | |
| "unfreeze_text": 0, | |
| "lora_r": 16, | |
| "fusion_layers": 2, | |
| "epochs": 20, | |
| "bs": 4, | |
| "grad_accum": 4, | |
| "lr_head": 0.0001, | |
| "lr_backbone": 2e-05, | |
| "warmup_epochs": 1, | |
| "weight_decay": 0.0001, | |
| "grad_clip": 1.0, | |
| "n_ctx_turns": 3, | |
| "text_max_length": 256, | |
| "label_smoothing": 0.05, | |
| "loss": "ce", | |
| "gamma": 2.0, | |
| "class_weights": "balanced", | |
| "cb_beta": 0.999, | |
| "aux_weight": 0.0, | |
| "patience": 6, | |
| "workers": 8, | |
| "seed": 1337, | |
| "select_metric": "wF1", | |
| "aug_audio_noise": 0.0, | |
| "aug_audio_gain": 0.0, | |
| "aug_audio_phase": 0.0, | |
| "aug_video_hflip": 0.0, | |
| "mixup_alpha": 0.0, | |
| "init_from": null | |
| } |