61 lines
1.7 KiB
JSON
61 lines
1.7 KiB
JSON
{
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"wandb": {
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"name": "olvit",
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"group": "simmc2",
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"tags": [],
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"project": "olvit"
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},
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"model": {
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"model_type": "generative",
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"dataset": "simmc2",
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"feature_type": "object_text_features",
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"object_feature_generator_dim": 50,
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"n_object_feature_generator_layers": 2,
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"n_heads": 6,
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"v_emb_dim": 516,
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"emb_dim": 216,
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"dim_feedforward": 200,
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"dropout_p": 0.1,
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"fc_dim": 512,
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"sample_rate_video": 1,
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"n_encoder_layers": 4,
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"n_decoder_layers": 4,
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"use_pretrained_lm": true,
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"vocab_size": 50265,
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"projection_as_in_aloe": false,
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"pretrained_lm_name": "distilroberta-base"
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},
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"extended_model": {
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"hist_len_for_state_gen": 3,
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"number_of_relevant_emb": 2,
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"num_layers_v_state": 2,
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"num_layers_d_state": 2,
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"combiner_option": "OptionA",
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"state_tracker_type": "Transformer",
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"use_v_state": true,
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"use_d_state": true,
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"n_heads_combiner_transformer": 8,
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"n_heads_state_tracker": 6,
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"dim_feedforward_v_transformer": 140,
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"dim_feedforward_d_transformer": 60
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},
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"training": {
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"lr": 1e-4,
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"warmup_steps": 4000,
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"total_steps": 200000,
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"batch_size": 8,
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"seed": 12345,
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"epochs": 1000
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},
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"datamodule": {
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"fea_dir": "data/simmc/visual_features_resnet50_simmc2.1.pt",
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"data_dir": "data/simmc/dialogs"
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},
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"checkpoint": {
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"checkpoint_folder": "checkpoints/simmc/",
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"checkpoint_file_name": "olvit",
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"output_path": "output/simmc/",
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"checkpoint_path": "TO_BE_DETERMINED"
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}
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} |