Update parquet files

README.md

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----
-license: openrail
----

RobertLau--decoder_json/json-train.parquet

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ea8e59d8e490c4fac123c171371183ea4a5eacbaa7ffac9a9b4c894a5948fbad
+size 38836

decoder_config.json

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-{
-    "seed": 1,
-    
-    "decoder": {
-        "unets": [
-            {
-                "dim": 256,
-                "cond_dim": 512,
-                "image_embed_dim": 768,
-                "text_embed_dim": 768,
-                "cond_on_text_encodings": false,
-                "channels": 3,
-                "dim_mults": [1, 2, 3, 4],
-                "num_resnet_blocks": 4,
-                "attn_heads": 8,
-                "attn_dim_head": 64,
-                "sparse_attn": true,
-                "memory_efficient": true,
-                "self_attn": [false, true, true, true]
-            },
-            {
-                "dim": 256,
-                "cond_dim": 256,
-                "image_embed_dim": 768,
-                "cond_on_text_encodings": false,
-                "channels": 3,
-                "dim_mults": [1, 2, 3, 4],
-                "num_resnet_blocks": 3,
-                "sparse_attn": false,
-                "memory_efficient": false,
-                "self_attn": [false, false, false, false]
-            }
-        ],
-        "image_sizes": [64, 256],
-        "channels": 3,
-        "timesteps": 30,
-        "loss_type": "l2",
-        "beta_schedule": ["cosine", "cosine"],
-        "learned_variance": false
-    },
-    "data": {
-        "webdataset_base_url": "pipe:aws s3 cp --quiet s3://s-datasets/laion-aesthetic/data/laion2B-en-aesthetic/{}.tar -", 
-        "img_embeddings_url": "s3://s-datasets/laion-aesthetic/ordered_embeddings/",
-        "num_workers": 6,
-        "batch_size": 3,
-        "start_shard": 0,
-        "end_shard": 5247,
-        "shard_width": 5,
-        "index_width": 4,
-        "splits": {
-            "train": 0.75,
-            "val": 0.15,
-            "test": 0.1
-        },
-        "shuffle_train": false,
-        "resample_train": true,
-        "preprocessing": {
-            "RandomResizedCrop": {
-                "size": [256, 256],
-                "scale": [0.75, 1.0],
-                "ratio": [1.0, 1.0]
-            },
-            "ToTensor": true
-        }
-    },
-    "train": {
-        "epochs": 1000,
-        "lr": 1.2e-4,
-        "wd": 0.0,
-        "max_grad_norm": 0.5,
-        "save_every_n_samples": 400000,
-        "n_sample_images": 10,
-        "device": "cuda:0",
-        "epoch_samples": 2000000,
-        "validation_samples": 60000,
-        "use_ema": true,
-        "ema_beta": 0.9999,
-        "save_all": false,
-        "save_latest": true,
-        "save_best": true,
-        "unet_training_mask": [false, true]
-    },
-    "evaluate": {
-        "n_evaluation_samples": 30,
-        "FID": {
-            "feature": 64
-        },
-        "LPIPS": {
-            "net_type": "vgg",
-            "reduction": "mean"
-        }
-    },
-    "tracker": {
-        "data_path": "/fsx/aidan/upsamplers/.tracker-upsampling",
-        "overwrite_data_path": true,
-
-        "log": {
-            "log_type": "wandb",
-
-            "wandb_entity": "veldrovive",
-            "wandb_project": "upsamplers",
-
-            "verbose": true
-        },
-
-        "save": [{
-            "save_to": "wandb"
-        },{
-            "save_to": "huggingface",
-            "huggingface_repo": "Veldrovive/upsamplers",
-
-            "save_latest_to": "latest.pth",
-            "save_best_to": "best.pth",
-            "save_meta_to": "./",
-
-            "save_type": "model"
-        }]
-    }
-}