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| "seed": 1, | |
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| { | |
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| "cond_dim": 512, | |
| "image_embed_dim": 768, | |
| "text_embed_dim": 768, | |
| "cond_on_text_encodings": true, | |
| "channels": 3, | |
| "dim_mults": [1, 2, 3, 4], | |
| "num_resnet_blocks": 4, | |
| "attn_heads": 8, | |
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| "self_attn": [false, true, true, true] | |
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| "loss_type": "l2", | |
| "beta_schedule": ["cosine"], | |
| "learned_variance": true | |
| }, | |
| "data": { | |
| "webdataset_base_url": "pipe:aws s3 cp --quiet s3://s-datasets/laion-aesthetic/data/laion2B-en-aesthetic/{}.tar -", | |
| "embeddings_url": "s3://s-datasets/laion-aesthetic/ordered_embeddings/", | |
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| "batch_size": 60, | |
| "start_shard": 0, | |
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| "shard_width": 5, | |
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| "val": 0.15, | |
| "test": 0.1 | |
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| "scale": [0.75, 1.0], | |
| "ratio": [1.0, 1.0] | |
| }, | |
| "ToTensor": true | |
| } | |
| }, | |
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| "lr": 5e-5, | |
| "wd": 0.01, | |
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| "n_sample_images": 10, | |
| "device": "cuda:0", | |
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| "use_ema": true, | |
| "ema_beta": 0.99, | |
| "save_all": false, | |
| "save_latest": true, | |
| "save_best": true, | |
| "unet_training_mask": [true] | |
| }, | |
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| "FID": { | |
| "feature": 64 | |
| }, | |
| "LPIPS": { | |
| "net_type": "vgg", | |
| "reduction": "mean" | |
| } | |
| }, | |
| "tracker": { | |
| "data_path": ".tracker-data-2", | |
| "overwrite_data_path": true, | |
| "log": { | |
| "log_type": "wandb", | |
| "wandb_entity": "rom1504", | |
| "wandb_project": "dalle2_train_decoder", | |
| "wandb_resume": true, | |
| "wandb_run_id": "2yi3dyra", | |
| "verbose": true | |
| }, | |
| "load": { | |
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| "load_from": "url", | |
| "url": "https://api.wandb.ai/files/rom1504/dalle2_train_decoder/2yi3dyra/latest.pth" | |
| }, | |
| "save": [{ | |
| "save_to": "wandb" | |
| }, | |
| { | |
| "save_to": "huggingface", | |
| "huggingface_repo": "laion/DALLE2-PyTorch", | |
| "save_meta_to": "decoder/small_32gpus/", | |
| "save_latest_to": "decoder/small_32gpus/latest.pth", | |
| "save_type": "model" | |
| }] | |
| } | |
| } | |