rom1504 commited on
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6b89a00
1 Parent(s): d899c0f

Delete decoder/1.5B_laion2B_ddim/decoder_config.json

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decoder/1.5B_laion2B_ddim/decoder_config.json DELETED
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- {
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- "seed": 1,
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-
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- "decoder": {
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- "unets": [
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- {
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- "dim": 320,
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- "cond_dim": 512,
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- "image_embed_dim": 768,
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- "text_embed_dim": 768,
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- "cond_on_text_encodings": true,
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- "channels": 3,
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- "dim_mults": [1, 2, 3, 4],
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- "num_resnet_blocks": 4,
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- "attn_heads": 8,
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- "attn_dim_head": 64,
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- "sparse_attn": true,
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- "memory_efficient": true,
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- "self_attn": [false, true, true, true]
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- }
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- ],
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- "clip": {
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- "make": "openai",
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- "model": "ViT-L/14"
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- },
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- "image_sizes": [64],
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- "channels": 3,
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- "timesteps": 1000,
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- "sample_timesteps": 250,
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- "loss_type": "l2",
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- "beta_schedule": ["cosine"],
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- "learned_variance": true
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- },
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- "data": {
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- "webdataset_base_url": "pipe:aws s3 cp --quiet s3://s-datasets/laion5b/laion2B-data/{}.tar -",
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- "num_workers": 12,
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- "batch_size": 26,
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- "start_shard": 0,
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- "end_shard": 231349,
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- "shard_width": 6,
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- "index_width": 4,
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- "splits": {
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- "train": 0.75,
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- "val": 0.15,
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- "test": 0.1
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- },
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- "shuffle_train": false,
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- "resample_train": true,
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- "preprocessing": {
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- "RandomResizedCrop": {
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- "size": [224, 224],
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- "scale": [0.75, 1.0],
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- "ratio": [1.0, 1.0]
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- },
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- "ToTensor": true
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- }
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- },
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- "train": {
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- "epochs": 1000,
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- "lr": 1e-4,
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- "wd": 0.01,
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- "max_grad_norm": 0.5,
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- "save_every_n_samples": 5000000,
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- "n_sample_images": 10,
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- "device": "cuda:0",
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- "epoch_samples": 10000000,
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- "validation_samples": 100000,
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- "use_ema": true,
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- "ema_beta": 0.99,
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- "save_all": false,
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- "save_latest": true,
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- "save_best": true,
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- "unet_training_mask": [true]
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- },
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- "evaluate": {
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- "n_evaluation_samples": 30,
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- "FID": {
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- "feature": 64
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- },
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- "LPIPS": {
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- "net_type": "vgg",
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- "reduction": "mean"
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- }
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- },
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- "tracker": {
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- "data_path": "/fsx/dalle2/.tracker-laion2B",
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- "overwrite_data_path": true,
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-
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- "log": {
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- "log_type": "wandb",
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-
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- "wandb_entity": "rom1504",
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- "wandb_project": "dalle2_train_decoder",
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- "wandb_resume": false,
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-
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- "verbose": true
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- },
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-
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- "load": {
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- "load_from": null
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- },
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-
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- "save": [{
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- "save_to": "wandb"
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- },
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- {
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- "save_to": "huggingface",
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- "huggingface_repo": "laion/DALLE2-PyTorch",
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- "save_meta_to": "decoder/1.5B_laion2B_ddim/",
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-
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- "save_latest_to": "decoder/1.5B_laion2B_ddim/latest.pth",
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-
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- "save_type": "model"
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- }]
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- }
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- }
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-