{ "run": { "task": "image_text_pretrain", "lr_sched": "linear_warmup_cosine_lr", "init_lr": 0.0001, "min_lr": 8e-05, "warmup_lr": 1e-06, "weight_decay": 0.05, "max_epoch": 50, "batch_size_train": 120, "batch_size_eval": 3, "num_workers": 4, "warmup_steps": 500, "iters_per_epoch": 500, "seed": 42, "output_dir": "output/xraygpt_mimic_pretrain", "amp": true, "resume_ckpt_path": "xraygpt/output/xraygpt_mimic_pretrain/20241020174/checkpoint_18.pth", "evaluate": false, "train_splits": [ "train" ], "device": "cuda", "world_size": 4, "dist_url": "env://", "distributed": true, "rank": 0, "gpu": 0, "dist_backend": "nccl" }, "model": { "arch": "mini_gpt4", "image_size": 224, "drop_path_rate": 0, "use_grad_checkpoint": false, "vit_precision": "fp16", "freeze_vit": true, "freeze_qformer": true, "num_query_token": 32, "llama_model": "Joycean0301/Llama-3.2-3B-Instruct-Medical-Conversational", "prompt": "", "model_type": "pretrain_vicuna" }, "preprocess": { "vis_processor": { "train": { "name": "blip2_image_train", "image_size": 224 }, "eval": { "name": "blip2_image_eval", "image_size": 224 } }, "text_processor": { "train": { "name": "blip_caption" }, "eval": { "name": "blip_caption" } } }, "datasets": { "mimic": { "data_type": "images", "build_info": { "storage": "dataset/mimic" }, "vis_processor": { "train": { "name": "blip2_image_train", "image_size": 224 } }, "text_processor": { "train": { "name": "blip_caption" } } } } } {"train_lr": "0.000", "train_loss": "1.248"} {"train_lr": "0.000", "train_loss": "1.246"} {"train_lr": "0.000", "train_loss": "1.245"} {"train_lr": "0.000", "train_loss": "1.241"} {"train_lr": "0.000", "train_loss": "1.239"} {"train_lr": "0.000", "train_loss": "1.237"} {"train_lr": "0.000", "train_loss": "1.235"} {"train_lr": "0.000", "train_loss": "1.233"} {"train_lr": "0.000", "train_loss": "1.230"} {"train_lr": "0.000", "train_loss": "1.228"} {"train_lr": "0.000", "train_loss": "1.228"} {"train_lr": "0.000", "train_loss": "1.227"} {"train_lr": "0.000", "train_loss": "1.222"} {"train_lr": "0.000", "train_loss": "1.223"} {"train_lr": "0.000", "train_loss": "1.222"} {"train_lr": "0.000", "train_loss": "1.220"} {"train_lr": "0.000", "train_loss": "1.218"}