File size: 6,971 Bytes
6fd3053 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 |
{
"dataset_config": {
"name_dataset": "RWF2000",
"frac_dataset": 1.0,
"val_fraction": 0.1,
"seed": 30,
"num_frames": 16,
"sample_rate": 4,
"fps": 30,
"mean": [
0.45,
0.45,
0.45
],
"std": [
0.225,
0.225,
0.225
],
"resize_to": [
224,
224
],
"flag_only_person": false
},
"model_config": {
"return_dict": true,
"output_hidden_states": false,
"output_attentions": false,
"torchscript": false,
"torch_dtype": "float32",
"use_bfloat16": false,
"tf_legacy_loss": false,
"pruned_heads": {},
"tie_word_embeddings": true,
"chunk_size_feed_forward": 0,
"is_encoder_decoder": false,
"is_decoder": false,
"cross_attention_hidden_size": null,
"add_cross_attention": false,
"tie_encoder_decoder": false,
"max_length": 20,
"min_length": 0,
"do_sample": false,
"early_stopping": false,
"num_beams": 1,
"num_beam_groups": 1,
"diversity_penalty": 0.0,
"temperature": 1.0,
"top_k": 50,
"top_p": 1.0,
"typical_p": 1.0,
"repetition_penalty": 1.0,
"length_penalty": 1.0,
"no_repeat_ngram_size": 0,
"encoder_no_repeat_ngram_size": 0,
"bad_words_ids": null,
"num_return_sequences": 1,
"output_scores": false,
"return_dict_in_generate": false,
"forced_bos_token_id": null,
"forced_eos_token_id": null,
"remove_invalid_values": false,
"exponential_decay_length_penalty": null,
"suppress_tokens": null,
"begin_suppress_tokens": null,
"architectures": [
"S3DForVideoClassification"
],
"finetuning_task": null,
"id2label": {
"0": "NonViolence",
"1": "Violence"
},
"label2id": {
"NonViolence": 0,
"Violence": 1
},
"tokenizer_class": null,
"prefix": null,
"bos_token_id": null,
"pad_token_id": null,
"eos_token_id": null,
"sep_token_id": null,
"decoder_start_token_id": null,
"task_specific_params": null,
"problem_type": null,
"_name_or_path": "",
"transformers_version": "4.45.2",
"num_classes": 2,
"num_frames": 16,
"model_version": "s3d_default",
"is_pretrained": true,
"is_teacher_model": false,
"reinitialize_head": true,
"distillation_type": "kl",
"model_type": "s3d"
},
"training_args": {
"output_dir": "student_s3d_default_not_learning_RWF2000",
"overwrite_output_dir": false,
"do_train": false,
"do_eval": true,
"do_predict": false,
"eval_strategy": "steps",
"prediction_loss_only": false,
"per_device_train_batch_size": 75,
"per_device_eval_batch_size": 75,
"per_gpu_train_batch_size": null,
"per_gpu_eval_batch_size": null,
"gradient_accumulation_steps": 1,
"eval_accumulation_steps": null,
"eval_delay": 0,
"torch_empty_cache_steps": null,
"learning_rate": 1e-05,
"weight_decay": 0.01,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_epsilon": 1e-08,
"max_grad_norm": 1.0,
"num_train_epochs": 3.0,
"max_steps": 475,
"lr_scheduler_type": "linear",
"lr_scheduler_kwargs": {},
"warmup_ratio": 0.0,
"warmup_steps": 47,
"log_level": "passive",
"log_level_replica": "warning",
"log_on_each_node": true,
"logging_dir": "student_s3d_default_not_learning_RWF2000/runs/Oct08_15-49-53_33dee112c9fa",
"logging_strategy": "steps",
"logging_first_step": false,
"logging_steps": 23,
"logging_nan_inf_filter": true,
"save_strategy": "steps",
"save_steps": 47,
"save_total_limit": null,
"save_safetensors": true,
"save_on_each_node": false,
"save_only_model": false,
"restore_callback_states_from_checkpoint": false,
"no_cuda": false,
"use_cpu": false,
"use_mps_device": false,
"seed": 42,
"data_seed": null,
"jit_mode_eval": false,
"use_ipex": false,
"bf16": false,
"fp16": true,
"fp16_opt_level": "O1",
"half_precision_backend": "auto",
"bf16_full_eval": false,
"fp16_full_eval": false,
"tf32": null,
"local_rank": 0,
"ddp_backend": null,
"tpu_num_cores": null,
"tpu_metrics_debug": false,
"debug": [],
"dataloader_drop_last": false,
"eval_steps": 47,
"dataloader_num_workers": 4,
"dataloader_prefetch_factor": null,
"past_index": -1,
"run_name": "student_s3d_default_not_learning_RWF2000",
"disable_tqdm": false,
"remove_unused_columns": false,
"label_names": null,
"load_best_model_at_end": true,
"metric_for_best_model": "f1",
"greater_is_better": true,
"ignore_data_skip": false,
"fsdp": [],
"fsdp_min_num_params": 0,
"fsdp_config": {
"min_num_params": 0,
"xla": false,
"xla_fsdp_v2": false,
"xla_fsdp_grad_ckpt": false
},
"fsdp_transformer_layer_cls_to_wrap": null,
"accelerator_config": {
"split_batches": false,
"dispatch_batches": null,
"even_batches": true,
"use_seedable_sampler": true,
"non_blocking": false,
"gradient_accumulation_kwargs": null
},
"deepspeed": null,
"label_smoothing_factor": 0.0,
"optim": "adamw_torch",
"optim_args": null,
"adafactor": false,
"group_by_length": false,
"length_column_name": "length",
"report_to": [
"tensorboard"
],
"ddp_find_unused_parameters": null,
"ddp_bucket_cap_mb": null,
"ddp_broadcast_buffers": null,
"dataloader_pin_memory": true,
"dataloader_persistent_workers": false,
"skip_memory_metrics": true,
"use_legacy_prediction_loop": false,
"push_to_hub": true,
"resume_from_checkpoint": null,
"hub_model_id": null,
"hub_strategy": "every_save",
"hub_token": "<HUB_TOKEN>",
"hub_private_repo": false,
"hub_always_push": false,
"gradient_checkpointing": false,
"gradient_checkpointing_kwargs": null,
"include_inputs_for_metrics": false,
"eval_do_concat_batches": true,
"fp16_backend": "auto",
"evaluation_strategy": null,
"push_to_hub_model_id": null,
"push_to_hub_organization": null,
"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
"mp_parameters": "",
"auto_find_batch_size": false,
"full_determinism": false,
"torchdynamo": null,
"ray_scope": "last",
"ddp_timeout": 1800,
"torch_compile": false,
"torch_compile_backend": null,
"torch_compile_mode": null,
"dispatch_batches": null,
"split_batches": null,
"include_tokens_per_second": false,
"include_num_input_tokens_seen": false,
"neftune_noise_alpha": null,
"optim_target_modules": null,
"batch_eval_metrics": false,
"eval_on_start": false,
"use_liger_kernel": false,
"eval_use_gather_object": false
},
"batch_size": 75,
"num_epochs": 25,
"learning_rate": 1e-05,
"weight_decay": 0.01,
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0025,
"warmup_ratio": 0.1,
"seed": 42
} |