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| # Copyright (c) 2022, salesforce.com, inc. | |
| # All rights reserved. | |
| # SPDX-License-Identifier: BSD-3-Clause | |
| # For full license text, see the LICENSE file in the repo root or https://opensource.org/licenses/BSD-3-Clause | |
| model: | |
| arch: gpt_dialogue | |
| model_type: base | |
| datasets: | |
| avsd_dialogue: # name of the dataset builder | |
| vis_processor: | |
| train: | |
| name: "gpt_video_ft" | |
| visual_ft: ["i3d_flow", "i3d_rgb"] | |
| audio_ft: ["vggish"] | |
| eval: | |
| name: "gpt_video_ft" | |
| visual_ft: ["i3d_flow", "i3d_rgb"] | |
| audio_ft: ["vggish"] | |
| text_processor: | |
| train: | |
| name: "gpt_dialogue" | |
| max_turns: 3 | |
| use_caption: True | |
| eval: | |
| name: "gpt_dialogue" | |
| max_turns: 3 | |
| use_caption: True | |
| run: | |
| task: dialogue | |
| # optimizer | |
| lr_sched: "linear_warmup_cosine_lr" | |
| init_lr: 1e-5 | |
| min_lr: 0 | |
| weight_decay: 0.05 | |
| max_epoch: 20 | |
| batch_size_train: 16 | |
| batch_size_eval: 16 | |
| num_workers: 0 | |
| max_len: 20 | |
| min_len: 5 | |
| num_beams: 5 | |
| seed: 42 | |
| output_dir: "output/gpt2/dialogue_avsd" | |
| amp: False | |
| resume_ckpt_path: null | |
| evaluate: False | |
| train_splits: ["train"] | |
| valid_splits: ["val"] | |
| device: "cuda" | |
| world_size: 1 | |
| dist_url: "env://" | |
| distributed: True | |