| ModelArguments:
|
| base_model_name: google/t5-v1_1-base
|
| hidden_dropout_prob: 0.1
|
| num_beams: 5
|
| max_length: 128
|
| top_k: 50
|
| top_p: 0.9
|
| temperature: 1.0
|
| length_penalty: 1.0
|
| repetition_penalty: 1.0
|
| early_stopping: False
|
| no_repeat_ngram_size: 3
|
| do_sample: False
|
|
|
| EvaluationArguments:
|
| output_dir: ./results
|
| model_name: T5_YTASL_pretrain
|
| skip_frames: False
|
|
|
| split: test
|
| max_sequence_length: 250
|
| max_token_length: 128
|
|
|
| model_dir: ./checkpoints/t5-v1_1-base/model.safetensors
|
| batch_size: 1
|
|
|
| max_val_samples: none
|
|
|
| SignDataArguments:
|
| data_dir: ./data
|
| annotation_path:
|
| train: YT.annotations.train.json
|
| dev: YT.annotations.dev.json
|
| test: YT.annotations.dev.json
|
| visual_features:
|
| sign2vec:
|
| enable_input: False
|
| test: sign2vec/metadata_sign2vec.dev.json
|
| mae:
|
| enable_input: False
|
| test: mae/metadata_mae.dev.json
|
| dino:
|
| enable_input: False
|
| test: dino/metadata_dino.dev.json
|
| pose:
|
| enable_input: True
|
| test: YouTubeASL.keypoints.dev.json
|
|
|
| SignModelArguments:
|
| projectors:
|
| sign2vec:
|
| dim: 768
|
| mae:
|
| dim: 768
|
| dino:
|
| dim: 1152
|
| pose:
|
| dim: 208 |
