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