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| "run": { | |
| "task": "video_text_pretrain", | |
| "lr_sched": "linear_warmup_cosine_lr", | |
| "init_lr": 3e-05, | |
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| "num_workers": 4, | |
| "warmup_steps": 25688, | |
| "accum_grad_iters": 8, | |
| "seed": 42, | |
| "output_dir": "/data/mjjung/timechat/activitynet_vtune", | |
| "amp": true, | |
| "resume_ckpt_path": null, | |
| "evaluate": false, | |
| "train_splits": [ | |
| "train" | |
| ], | |
| "device": "cuda", | |
| "world_size": 4, | |
| "dist_url": "env://", | |
| "distributed": true, | |
| "rank": 0, | |
| "gpu": 0, | |
| "dist_backend": "nccl" | |
| }, | |
| "model": { | |
| "arch": "timechat", | |
| "image_size": 224, | |
| "drop_path_rate": 0, | |
| "use_grad_checkpoint": true, | |
| "vit_precision": "fp16", | |
| "freeze_vit": true, | |
| "freeze_qformer": false, | |
| "num_query_token": 32, | |
| "llama_model": "/data/mjjung/Video-LLaMA/Video-LLaMA-2-7B-Finetuned/llama-2-7b-chat-hf/", | |
| "prompt": "", | |
| "model_type": "pretrain_llama_v2", | |
| "vit_model": "/data/mjjung/timechat/eva_vit_g.pth", | |
| "q_former_model": "/data/mjjung/timechat/instruct_blip_vicuna7b_trimmed.pth", | |
| "ckpt": "/data/mjjung/timechat/timechat_7b.pth", | |
| "frozen_llama_proj": false, | |
| "frozen_video_Qformer": false, | |
| "fusion_head_layers": 2, | |
| "max_frame_pos": 96, | |
| "fusion_header_type": "seqTransf", | |
| "max_txt_len": 2048, | |
| "end_sym": "</s>", | |
| "prompt_path": "", | |
| "prompt_template": "[INST] <<SYS>>\\n \\n<</SYS>>\\n\\n{} [/INST] ", | |
| "lora": true, | |
| "lora_inference_mode": false, | |
| "qformer_text_input": true, | |
| "window_size": 32, | |
| "stride": 32 | |
| }, | |
| "preprocess": { | |
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| "name": "alpro_video_train", | |
| "image_size": 224, | |
| "n_frms": 8 | |
| }, | |
| "eval": { | |
| "name": "alpro_video_eval", | |
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| } | |
| }, | |
| "text_processor": { | |
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| "name": "blip_caption" | |
| }, | |
| "eval": { | |
| "name": "blip_caption" | |
| } | |
| } | |
| }, | |
| "datasets": { | |
| "charades_instruct": { | |
| "data_type": "video", | |
| "build_info": { | |
| "anno_dir": "data/activitynet_filtered_qa_grounding.json", | |
| "videos_dir": "/data/video_datasets/" | |
| }, | |
| "vis_processor": { | |
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| "text_processor": { | |
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| }, | |
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| "tokenizer_name": "/data/mjjung/Video-LLaMA/Video-LLaMA-2-7B-Finetuned/llama-2-7b-chat-hf/", | |
| "model_type": "llama_v2", | |
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| "sample_type": "rand", | |
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| "stride": 32 | |
| } | |
| } | |
| } | |
| {"train_lr": "0.000", "train_loss": "0.162"} | |