Commit ·
b645bf2
0
Parent(s):
Retain latest files; remove training checkpoint history
Browse filesCo-authored-by: nousr <nousr@users.noreply.huggingface.co>
Co-authored-by: rom1504 <rom1504@users.noreply.huggingface.co>
Co-authored-by: Veldrovive <Veldrovive@users.noreply.huggingface.co>
- .gitattributes +27 -0
- README.md +3 -0
- best.pth +3 -0
- decoder.pth +3 -0
- decoder/1.5B/decoder_config.json +118 -0
- decoder/1.5B/latest.pth +3 -0
- decoder/1.5B_laion2B/decoder_config.json +117 -0
- decoder/1.5B_laion2B/latest.pth +3 -0
- decoder/2.4B_fp16/checkpoints/latest.pth +3 -0
- decoder/2.4B_fp16/decoder_config.json +122 -0
- decoder/2.4B_fp16/latest.pth +3 -0
- decoder/2B/checkpoints/latest.pth +3 -0
- decoder/2B/decoder_config.json +111 -0
- decoder/2B/latest.pth +3 -0
- decoder/3B_fp16/checkpoints/latest.pth +3 -0
- decoder/3B_fp16/decoder_config.json +125 -0
- decoder/3B_fp16/latest.pth +3 -0
- decoder/3B_fp16_highlr/decoder_config.json +125 -0
- decoder/laion_august/decoder_config.json +125 -0
- decoder/small_32gpus/decoder_config.json +120 -0
- decoder/small_32gpus/latest.pth +3 -0
- decoder/v1.0.2/checkpoints/checkpoint.pth +3 -0
- decoder/v1.0.2/checkpoints/latest.pth +3 -0
- decoder/v1.0.2/decoder_config.json +125 -0
- decoder/v1.0.2/latest.pth +3 -0
- decoder_config.json +118 -0
- latest.pth +3 -0
- latest_10.pth +3 -0
- latest_11.pth +3 -0
- latest_12.pth +3 -0
- latest_13.pth +3 -0
- latest_14.pth +3 -0
- prior.pth +3 -0
- prior/best.pth +3 -0
- prior/latest.pth +3 -0
- prior/prior_config.json +94 -0
- prior_ema_fp16.pth +3 -0
- upsampler/1024/v1.0.2/checkpoints/latest.pth +3 -0
- upsampler/1024/v1.0.3/decoder_config.json +159 -0
- upsampler/1024/v1.0.3/latest.pth +3 -0
.gitattributes
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README.md
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---
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license: mit
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---
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best.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:4bb6b8e748c7e13dfb522bebb7737906d0eb07c5d8c7ca1e9087f80e8a23220c
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size 4863029933
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decoder.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:be18b4e03694d0b02823f45b73ac85df7edd5ca7e72d633c4c4194577a7aad9b
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size 4490255033
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decoder/1.5B/decoder_config.json
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decoder/1.5B/latest.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:81a0e9d0282be051461147b1c5988e02900bec7fcaf4972944947f0160d4bbdd
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size 4966221753
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decoder/1.5B_laion2B/decoder_config.json
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@@ -0,0 +1,117 @@
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},
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"ToTensor": true
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decoder/2B/latest.pth
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|
decoder/3B_fp16/latest.pth
ADDED
|
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size 12392221393
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decoder/3B_fp16_highlr/decoder_config.json
ADDED
|
@@ -0,0 +1,125 @@
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| 100 |
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"file_path": "/fsx/aidan/new/multinode/experiments/deepspeed_fp16_2b/models_highlr/checkpoints/latest.pth"
|
| 101 |
+
},
|
| 102 |
+
|
| 103 |
+
"save": [{
|
| 104 |
+
"save_to": "huggingface",
|
| 105 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 106 |
+
|
| 107 |
+
"save_meta_to": "decoder/3B_fp16_highlr/",
|
| 108 |
+
"save_latest_to": "decoder/3B_fp16_highlr/latest.pth",
|
| 109 |
+
|
| 110 |
+
"save_type": "model"
|
| 111 |
+
},{
|
| 112 |
+
"save_to": "huggingface",
|
| 113 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 114 |
+
|
| 115 |
+
"save_latest_to": "decoder/3B_fp16_highlr/checkpoints/latest.pth",
|
| 116 |
+
|
| 117 |
+
"save_type": "checkpoint"
|
| 118 |
+
},{
|
| 119 |
+
"save_to": "local",
|
| 120 |
+
"save_latest_to": "/fsx/aidan/new/multinode/experiments/deepspeed_fp16_2b/models_highlr/checkpoints/latest.pth",
|
| 121 |
+
|
| 122 |
+
"save_type": "checkpoint"
|
| 123 |
+
}]
|
| 124 |
+
}
|
| 125 |
+
}
|
decoder/laion_august/decoder_config.json
ADDED
|
@@ -0,0 +1,125 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
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|
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|
|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"seed": 1,
|
| 3 |
+
"decoder": {
|
| 4 |
+
"unets": [
|
| 5 |
+
{
|
| 6 |
+
"dim": 576,
|
| 7 |
+
"cond_dim": 512,
|
| 8 |
+
"image_embed_dim": 768,
|
| 9 |
+
"text_embed_dim": 768,
|
| 10 |
+
"cond_on_text_encodings": true,
|
| 11 |
+
"channels": 3,
|
| 12 |
+
"dim_mults": [1, 2, 3, 4],
|
| 13 |
+
"num_resnet_blocks": 4,
|
| 14 |
+
"attn_heads": 8,
|
| 15 |
+
"attn_dim_head": 64,
|
| 16 |
+
"sparse_attn": true,
|
| 17 |
+
"checkpoint_during_training": true,
|
| 18 |
+
"memory_efficient": true,
|
| 19 |
+
"self_attn": [false, true, true, true]
|
| 20 |
+
}
|
| 21 |
+
],
|
| 22 |
+
"clip": {
|
| 23 |
+
"make": "openai",
|
| 24 |
+
"model": "ViT-L/14"
|
| 25 |
+
},
|
| 26 |
+
"image_sizes": [64],
|
| 27 |
+
"channels": 3,
|
| 28 |
+
"timesteps": 1000,
|
| 29 |
+
"sample_timesteps": 250,
|
| 30 |
+
"loss_type": "l2",
|
| 31 |
+
"beta_schedule": ["cosine"],
|
| 32 |
+
"learned_variance": true
|
| 33 |
+
},
|
| 34 |
+
"data": {
|
| 35 |
+
"webdataset_base_url": "pipe:aws s3 cp --quiet s3://s-datasets/laion5b/laion2B-data/{}.tar -",
|
| 36 |
+
"num_workers": 12,
|
| 37 |
+
"batch_size": 2,
|
| 38 |
+
"start_shard": 0,
|
| 39 |
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"end_shard": 231349,
|
| 40 |
+
"shard_width": 6,
|
| 41 |
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"index_width": 4,
|
| 42 |
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"splits": {
|
| 43 |
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"train": 0.75,
|
| 44 |
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|
| 45 |
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|
| 46 |
+
},
|
| 47 |
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"shuffle_train": false,
|
| 48 |
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"resample_train": true,
|
| 49 |
+
"preprocessing": {
|
| 50 |
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"RandomResizedCrop": {
|
| 51 |
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"size": [224, 224],
|
| 52 |
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"scale": [0.75, 1.0],
|
| 53 |
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"ratio": [1.0, 1.0]
|
| 54 |
+
},
|
| 55 |
+
"ToTensor": true
|
| 56 |
+
}
|
| 57 |
+
},
|
| 58 |
+
"train": {
|
| 59 |
+
"epochs": 1000,
|
| 60 |
+
"lr": 1e-4,
|
| 61 |
+
"wd": 0.01,
|
| 62 |
+
"max_grad_norm": 0.5,
|
| 63 |
+
"save_every_n_samples": 5000000,
|
| 64 |
+
"n_sample_images": 10,
|
| 65 |
+
"device": "cuda:0",
|
| 66 |
+
"epoch_samples": 10000000,
|
| 67 |
+
"validation_samples": 100000,
|
| 68 |
+
"use_ema": true,
|
| 69 |
+
"ema_beta": 0.99,
|
| 70 |
+
"save_all": false,
|
| 71 |
+
"save_latest": true,
|
| 72 |
+
"save_best": true,
|
| 73 |
+
"unet_training_mask": [true]
|
| 74 |
+
},
|
| 75 |
+
"evaluate": {
|
| 76 |
+
"n_evaluation_samples": 30,
|
| 77 |
+
"FID": {
|
| 78 |
+
"feature": 64
|
| 79 |
+
},
|
| 80 |
+
"LPIPS": {
|
| 81 |
+
"net_type": "vgg",
|
| 82 |
+
"reduction": "mean"
|
| 83 |
+
}
|
| 84 |
+
},
|
| 85 |
+
"tracker": {
|
| 86 |
+
"data_path": "/fsx/dalle2/.tracker-laion-august",
|
| 87 |
+
"overwrite_data_path": true,
|
| 88 |
+
|
| 89 |
+
"log": {
|
| 90 |
+
"log_type": "wandb",
|
| 91 |
+
|
| 92 |
+
"auto_resume": true,
|
| 93 |
+
"wandb_entity": "rom1504",
|
| 94 |
+
"wandb_project": "dalle2_train_decoder",
|
| 95 |
+
"wandb_resume": false,
|
| 96 |
+
"auto_resume": false,
|
| 97 |
+
|
| 98 |
+
"verbose": true
|
| 99 |
+
},
|
| 100 |
+
|
| 101 |
+
"load": {
|
| 102 |
+
"load_from": null
|
| 103 |
+
},
|
| 104 |
+
|
| 105 |
+
"save": [
|
| 106 |
+
{
|
| 107 |
+
"save_to": "huggingface",
|
| 108 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 109 |
+
"save_meta_to": "decoder/laion_august/",
|
| 110 |
+
|
| 111 |
+
"save_latest_to": "decoder/laion_august/latest.pth",
|
| 112 |
+
"save_type": "model",
|
| 113 |
+
"save_latest": true
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"save_to": "huggingface",
|
| 117 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 118 |
+
"save_latest": true,
|
| 119 |
+
"save_latest_to": "decoder/laion_august/checkpoints/latest.pth",
|
| 120 |
+
"save_type": "checkpoint"
|
| 121 |
+
}
|
| 122 |
+
]
|
| 123 |
+
}
|
| 124 |
+
}
|
| 125 |
+
|
decoder/small_32gpus/decoder_config.json
ADDED
|
@@ -0,0 +1,120 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"seed": 1,
|
| 3 |
+
|
| 4 |
+
"decoder": {
|
| 5 |
+
"unets": [
|
| 6 |
+
{
|
| 7 |
+
"dim": 256,
|
| 8 |
+
"cond_dim": 512,
|
| 9 |
+
"image_embed_dim": 768,
|
| 10 |
+
"text_embed_dim": 768,
|
| 11 |
+
"cond_on_text_encodings": true,
|
| 12 |
+
"channels": 3,
|
| 13 |
+
"dim_mults": [1, 2, 3, 4],
|
| 14 |
+
"num_resnet_blocks": 4,
|
| 15 |
+
"attn_heads": 8,
|
| 16 |
+
"attn_dim_head": 64,
|
| 17 |
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"sparse_attn": true,
|
| 18 |
+
"memory_efficient": true,
|
| 19 |
+
"self_attn": [false, true, true, true]
|
| 20 |
+
}
|
| 21 |
+
],
|
| 22 |
+
"clip": {
|
| 23 |
+
"make": "openai",
|
| 24 |
+
"model": "ViT-L/14"
|
| 25 |
+
},
|
| 26 |
+
"image_sizes": [64],
|
| 27 |
+
"channels": 3,
|
| 28 |
+
"timesteps": 1000,
|
| 29 |
+
"loss_type": "l2",
|
| 30 |
+
"beta_schedule": ["cosine"],
|
| 31 |
+
"learned_variance": true
|
| 32 |
+
},
|
| 33 |
+
"data": {
|
| 34 |
+
"webdataset_base_url": "pipe:aws s3 cp --quiet s3://s-datasets/laion-aesthetic/data/laion2B-en-aesthetic/{}.tar -",
|
| 35 |
+
"embeddings_url": "s3://s-datasets/laion-aesthetic/ordered_embeddings/",
|
| 36 |
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"num_workers": 12,
|
| 37 |
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"batch_size": 60,
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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"shuffle_train": false,
|
| 48 |
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"resample_train": true,
|
| 49 |
+
"preprocessing": {
|
| 50 |
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"RandomResizedCrop": {
|
| 51 |
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"size": [64, 64],
|
| 52 |
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"scale": [0.75, 1.0],
|
| 53 |
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"ratio": [1.0, 1.0]
|
| 54 |
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},
|
| 55 |
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"ToTensor": true
|
| 56 |
+
}
|
| 57 |
+
},
|
| 58 |
+
"train": {
|
| 59 |
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"epochs": 1000,
|
| 60 |
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"lr": 5e-5,
|
| 61 |
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"wd": 0.01,
|
| 62 |
+
"max_grad_norm": 0.5,
|
| 63 |
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"save_every_n_samples": 2000000,
|
| 64 |
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"n_sample_images": 10,
|
| 65 |
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"device": "cuda:0",
|
| 66 |
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"epoch_samples": 8000000,
|
| 67 |
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"validation_samples": 100000,
|
| 68 |
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"use_ema": true,
|
| 69 |
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"ema_beta": 0.99,
|
| 70 |
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"save_all": false,
|
| 71 |
+
"save_latest": true,
|
| 72 |
+
"save_best": true,
|
| 73 |
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"unet_training_mask": [true]
|
| 74 |
+
},
|
| 75 |
+
"evaluate": {
|
| 76 |
+
"n_evaluation_samples": 30,
|
| 77 |
+
"FID": {
|
| 78 |
+
"feature": 64
|
| 79 |
+
},
|
| 80 |
+
"LPIPS": {
|
| 81 |
+
"net_type": "vgg",
|
| 82 |
+
"reduction": "mean"
|
| 83 |
+
}
|
| 84 |
+
},
|
| 85 |
+
"tracker": {
|
| 86 |
+
"data_path": ".tracker-data-2",
|
| 87 |
+
"overwrite_data_path": true,
|
| 88 |
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|
| 89 |
+
"log": {
|
| 90 |
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"log_type": "wandb",
|
| 91 |
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|
| 92 |
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"wandb_entity": "rom1504",
|
| 93 |
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"wandb_project": "dalle2_train_decoder",
|
| 94 |
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"wandb_resume": true,
|
| 95 |
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"wandb_run_id": "2yi3dyra",
|
| 96 |
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|
| 97 |
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"verbose": true
|
| 98 |
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|
| 99 |
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|
| 100 |
+
"load": {
|
| 101 |
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"resume": true,
|
| 102 |
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"load_from": "url",
|
| 103 |
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"url": "https://api.wandb.ai/files/rom1504/dalle2_train_decoder/2yi3dyra/latest.pth"
|
| 104 |
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},
|
| 105 |
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|
| 106 |
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"save": [{
|
| 107 |
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"save_to": "wandb"
|
| 108 |
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},
|
| 109 |
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{
|
| 110 |
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"save_to": "huggingface",
|
| 111 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 112 |
+
"save_meta_to": "decoder/small_32gpus/",
|
| 113 |
+
|
| 114 |
+
"save_latest_to": "decoder/small_32gpus/latest.pth",
|
| 115 |
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|
| 116 |
+
"save_type": "model"
|
| 117 |
+
}]
|
| 118 |
+
}
|
| 119 |
+
}
|
| 120 |
+
|
decoder/small_32gpus/latest.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
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oid sha256:19475c7b8f2a9d1feeb6221ef2372f9718058b62cb4f4b54a936028bd5cffd34
|
| 3 |
+
size 3565749905
|
decoder/v1.0.2/checkpoints/checkpoint.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:a6ddd376df40c1112b81e245dd8e7b0a1dbdfbbe5f22996524bad6c82c0d4a0a
|
| 3 |
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size 15326138914
|
decoder/v1.0.2/checkpoints/latest.pth
ADDED
|
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version https://git-lfs.github.com/spec/v1
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size 16655575706
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decoder/v1.0.2/decoder_config.json
ADDED
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@@ -0,0 +1,125 @@
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decoder/v1.0.2/latest.pth
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 3930800893
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decoder_config.json
ADDED
|
@@ -0,0 +1,118 @@
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{
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| 24 |
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| 27 |
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| 28 |
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| 30 |
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| 31 |
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| 32 |
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"data": {
|
| 33 |
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| 66 |
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| 67 |
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| 69 |
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| 78 |
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latest.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 5554894825
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latest_10.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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latest_11.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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latest_12.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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latest_13.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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latest_14.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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prior.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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size 5853919809
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prior/best.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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size 1339360429
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prior/latest.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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size 1339360429
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prior/prior_config.json
ADDED
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@@ -0,0 +1,94 @@
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{
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{
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prior_ema_fp16.pth
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 1354273725
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upsampler/1024/v1.0.2/checkpoints/latest.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 5784890776
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upsampler/1024/v1.0.3/decoder_config.json
ADDED
|
@@ -0,0 +1,159 @@
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|
| 130 |
+
"load": {
|
| 131 |
+
"load_from": null,
|
| 132 |
+
"only_auto_resume": true,
|
| 133 |
+
"file_path": "/fsx/aidan/new/multinode/experiments/decoder_1024/models/checkpoints/latest.pth"
|
| 134 |
+
},
|
| 135 |
+
|
| 136 |
+
"save": [
|
| 137 |
+
{
|
| 138 |
+
"save_to": "huggingface",
|
| 139 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 140 |
+
|
| 141 |
+
"save_meta_to": "upsampler/1024/v1.0.3/",
|
| 142 |
+
"save_latest_to": "upsampler/1024/v1.0.3/latest.pth",
|
| 143 |
+
|
| 144 |
+
"save_type": "model"
|
| 145 |
+
},{
|
| 146 |
+
"save_to": "huggingface",
|
| 147 |
+
"huggingface_repo": "laion/DALLE2-PyTorch",
|
| 148 |
+
|
| 149 |
+
"save_latest_to": "upsampler/1024/v1.0.2/checkpoints/latest.pth",
|
| 150 |
+
|
| 151 |
+
"save_type": "checkpoint"
|
| 152 |
+
},{
|
| 153 |
+
"save_to": "local",
|
| 154 |
+
"save_latest_to": "/fsx/aidan/new/multinode/experiments/decoder_1024/models/checkpoints/latest.pth",
|
| 155 |
+
|
| 156 |
+
"save_type": "checkpoint"
|
| 157 |
+
}]
|
| 158 |
+
}
|
| 159 |
+
}
|
upsampler/1024/v1.0.3/latest.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6bbc25b1f5734634f439dfe805b7f5944a4a78be5e33467f3cc3ffaa630681be
|
| 3 |
+
size 1213254057
|