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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,96 @@ | ||
| { | ||
| "run": { | ||
| "task": "image_text_pretrain", | ||
| "lr_sched": "linear_warmup_cosine_lr", | ||
| "init_lr": 0.0001, | ||
| "min_lr": 1e-05, | ||
| "warmup_lr": 1e-06, | ||
| "weight_decay": 0.05, | ||
| "max_epoch": 5, | ||
| "batch_size_train": 128, | ||
| "batch_size_eval": 64, | ||
| "num_workers": 4, | ||
| "warmup_steps": 2000, | ||
| "seed": 42, | ||
| "output_dir": "output/BLIP2/Pretrain_stage0", | ||
| "amp": true, | ||
| "resume_ckpt_path": null, | ||
| "evaluate": false, | ||
| "train_splits": [ | ||
| "train" | ||
| ], | ||
| "device": "cuda", | ||
| "world_size": 3, | ||
| "dist_url": "env:https://", | ||
| "distributed": true, | ||
| "rank": 0, | ||
| "gpu": 0, | ||
| "dist_backend": "nccl" | ||
| }, | ||
| "model": { | ||
| "arch": "blip2_darkformer", | ||
| "load_finetuned": false, | ||
| "pretrained": "https://storage.googleapis.com/sfr-vision-language-research/LAVIS/models/BLIP2/blip2_pretrained_opt2.7b.pth", | ||
| "finetuned": "", | ||
| "image_size": 224, | ||
| "drop_path_rate": 0, | ||
| "use_grad_checkpoint": false, | ||
| "vit_precision": "fp16", | ||
| "freeze_vit": true, | ||
| "num_query_token": 32, | ||
| "opt_model": "facebook/opt-2.7b", | ||
| "prompt": "", | ||
| "model_type": "pretrain_darkformer_opt2.7b", | ||
| "load_pretrained": false | ||
| }, | ||
| "preprocess": { | ||
| "vis_processor": { | ||
| "train": { | ||
| "name": "blip_image_train", | ||
| "image_size": 224 | ||
| }, | ||
| "eval": { | ||
| "name": "blip_image_eval", | ||
| "image_size": 224 | ||
| } | ||
| }, | ||
| "text_processor": { | ||
| "train": { | ||
| "name": "blip_caption" | ||
| }, | ||
| "eval": { | ||
| "name": "blip_caption" | ||
| } | ||
| } | ||
| }, | ||
| "datasets": { | ||
| "laion_sentence_115m": { | ||
| "data_type": "images", | ||
| "build_info": { | ||
| "annotations": { | ||
| "train": { | ||
| "url": [ | ||
| "laion115m/annotations/laion_synthetic_filtered_large.json" | ||
| ], | ||
| "storage": [ | ||
| "laion115m/annotations/data.json" | ||
| ] | ||
| } | ||
| }, | ||
| "images": { | ||
| "storage": "laion115m/images" | ||
| } | ||
| }, | ||
| "text_processor": { | ||
| "train": { | ||
| "name": "blip_caption" | ||
| } | ||
| } | ||
| } | ||
| } | ||
| } | ||
| {"train_lr": "0.000", "train_loss": "1.305"} | ||
| {"train_lr": "0.000", "train_loss": "1.000"} | ||
| {"train_lr": "0.000", "train_loss": "0.978"} | ||
| {"train_lr": "0.000", "train_loss": "0.962"} | ||
| {"train_lr": "0.000", "train_loss": "0.952"} |