OLViT/config/default.json

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{
"wandb": {
"entity": "TO_BE_DEFINED",
"name": "",
"group": "",
"tags": [],
"project": "olvit"
},
"model": {
"model_type": "base_model",
"feature_type": "none",
"freeze_roberta": true,
"v_emb_dim": 16,
"dim_feedforward": 400,
"n_heads": 9,
"fc_dim": 128,
"dropout_p": 0.1,
"sample_rate_video": 10,
"n_encoder_layers": 6,
"add_choices_as_context": false,
"use_pretrained_lm": false,
"projection_as_in_aloe": false,
"pretrained_lm_name": ""
},
"training": {
"lr": 1e-4,
"total_steps": 200000,
"warmup_steps": 4000,
"accumulate_grad_batches": 1,
"batch_size": 128,
"epochs": 40,
"seed": null
},
"datamodule": {
"fea_dir": "data/dvd/monet_feats/",
"data_dir": "data/dvd/dialogs/"
},
"checkpoint": {
"checkpoint_folder": "checkpoints/",
"checkpoint_file_name": "olvit"
}
}