AutoGaze / config.json
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{
"attn_mode": "sdpa",
"gaze_model_config": {
"connector_config": {
"_attn_implementation_autoset": false,
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"bad_words_ids": null,
"begin_suppress_tokens": null,
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"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_dim": 192,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"model_type": "",
"no_repeat_ngram_size": 0,
"num_beam_groups": 1,
"num_beams": 1,
"num_return_sequences": 1,
"num_tokens": 196,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"typical_p": 1.0,
"use_bfloat16": false
},
"gaze_decoder_config": {
"_attn_implementation_autoset": false,
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"attention_bias": false,
"attention_dropout": 0.0,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": 12800000,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": 265,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"head_dim": 32,
"hidden_act": "silu",
"hidden_size": 192,
"id2label": {
"0": "LABEL_0",
"1": "LABEL_1"
},
"initializer_range": 0.02,
"intermediate_size": 384,
"is_decoder": false,
"is_encoder_decoder": false,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"length_penalty": 1.0,
"max_length": 20,
"max_position_embeddings": 131072,
"min_length": 0,
"mlp_bias": false,
"model_type": "llama",
"no_repeat_ngram_size": 0,
"num_attention_heads": 6,
"num_beam_groups": 1,
"num_beams": 1,
"num_hidden_layers": 4,
"num_key_value_heads": 6,
"num_multi_token_pred": 10,
"num_return_sequences": 1,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"prefix": null,
"pretraining_tp": 1,
"problem_type": null,
"pruned_heads": {},
"remove_invalid_values": false,
"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"rms_norm_eps": 1e-05,
"rope_scaling": {
"factor": 8.0,
"high_freq_factor": 4.0,
"low_freq_factor": 1.0,
"original_max_position_embeddings": 8192,
"rope_type": "llama3"
},
"rope_theta": 500000.0,
"sep_token_id": null,
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"task_specific_params": null,
"temperature": 1.0,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": false,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"typical_p": 1.0,
"use_bfloat16": false,
"use_cache": true,
"vocab_size": 266
},
"input_img_size": 224,
"model_type": "",
"num_vision_tokens_each_frame": 265,
"vision_model_config": {
"_attn_implementation_autoset": false,
"_name_or_path": "",
"add_cross_attention": false,
"architectures": null,
"bad_words_ids": null,
"begin_suppress_tokens": null,
"bos_token_id": null,
"chunk_size_feed_forward": 0,
"cross_attention_hidden_size": null,
"decoder_start_token_id": null,
"depth": 1,
"diversity_penalty": 0.0,
"do_sample": false,
"early_stopping": false,
"encoder_no_repeat_ngram_size": 0,
"eos_token_id": null,
"exponential_decay_length_penalty": null,
"finetuning_task": null,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"hidden_dim": 192,
"id2label": {
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"1": "LABEL_1"
},
"is_decoder": false,
"is_encoder_decoder": false,
"kernel_size": 16,
"label2id": {
"LABEL_0": 0,
"LABEL_1": 1
},
"length_penalty": 1.0,
"max_length": 20,
"min_length": 0,
"model_type": "",
"no_repeat_ngram_size": 0,
"num_beam_groups": 1,
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"num_return_sequences": 1,
"out_dim": 192,
"output_attentions": false,
"output_hidden_states": false,
"output_scores": false,
"pad_token_id": null,
"prefix": null,
"problem_type": null,
"pruned_heads": {},
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"repetition_penalty": 1.0,
"return_dict": true,
"return_dict_in_generate": false,
"sep_token_id": null,
"suppress_tokens": null,
"task_specific_params": null,
"temperature": 1.0,
"temporal_patch_size": 1,
"tf_legacy_loss": false,
"tie_encoder_decoder": false,
"tie_word_embeddings": true,
"tokenizer_class": null,
"top_k": 50,
"top_p": 1.0,
"torch_dtype": null,
"torchscript": false,
"trunk_spatial_kernel_size": 3,
"trunk_temporal_kernel_size": 3,
"typical_p": 1.0,
"use_bfloat16": false
}
},
"gazing_ratio_config": {
"exponential": {
"gazing_ratio_max": 1,
"gazing_ratio_min": 0,
"lambda": 10
},
"fixed": {
"gazing_ratio": 0.75
},
"sample_strategy_during_inference": "fixed",
"sample_strategy_during_training": "fixed",
"uniform": {
"gazing_ratio_max": 1,
"gazing_ratio_min": 0
}
},
"gazing_ratio_each_frame_config": {
"dirichlet": {
"alpha": 0.5
},
"sample_strategy_during_inference": "uniform",
"sample_strategy_during_training": "self",
"self": null,
"uniform": null
},
"has_task_loss_requirement_during_inference": true,
"has_task_loss_requirement_during_training": false,
"image_mean": [
0.485,
0.456,
0.406
],
"image_std": [
0.229,
0.224,
0.225
],
"max_batch_size": null,
"max_num_frames": 16,
"model_type": "autogaze",
"num_vision_tokens_each_frame": 265,
"scales": "32+64+112+224",
"task_loss_requirement_config": {
"fixed": {
"task_loss_requirement": 0.7
},
"sample_strategy_during_inference": "fixed",
"sample_strategy_during_training": "uniform",
"uniform": {
"task_loss_requirement_max": 1.0,
"task_loss_requirement_min": 0.5
}
},
"transformers_version": "4.51.3",
"use_flash_attn": false
}