Download search_space.json from autoencodix/initial-configs: direct link, hf CLI and curl.
- Browser
- Download file 5.58 kB
-
https://huggingface.co/datasets/autoencodix/initial-configs/resolve/main/search_space.json
- Command line
-
hf download hf://datasets/autoencodix/initial-configs/search_space.json
-
curl -L -o search_space.json https://huggingface.co/datasets/autoencodix/initial-configs/resolve/main/search_space.json
5.58 kB
| { | |
| "constants": { | |
| "epochs": 300, | |
| "checkpoint_interval": 300, | |
| "loss_reduction": "sum" | |
| }, | |
| "budgets": [ | |
| 10, | |
| 25, | |
| 50, | |
| 100, | |
| 150, | |
| 200, | |
| 300 | |
| ], | |
| "architectures": { | |
| "vanillix": { | |
| "k_filter": { | |
| "choices": [ | |
| 128, | |
| 256, | |
| 512, | |
| 1024, | |
| 2048, | |
| 4096 | |
| ], | |
| "low": 128, | |
| "high": 4096 | |
| }, | |
| "n_layers": { | |
| "choices": [ | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "low": 2, | |
| "high": 4 | |
| }, | |
| "enc_factor": { | |
| "choices": [ | |
| 1, | |
| 2, | |
| 3, | |
| 4 | |
| ], | |
| "low": 1, | |
| "high": 4 | |
| }, | |
| "batch_size": { | |
| "choices": [ | |
| 32, | |
| 64, | |
| 128, | |
| 256 | |
| ], | |
| "low": 32, | |
| "high": 256 | |
| }, | |
| "learning_rate": { | |
| "scale": "log", | |
| "low": 1.0207919389761473e-05, | |
| "high": 0.09854177738894777 | |
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| "drop_p": { | |
| "scale": "linear", | |
| "low": 0.00031825130718524667, | |
| "high": 0.8995006217338251 | |
| }, | |
| "weight_decay": { | |
| "scale": "log", | |
| "low": 1.0077964816880098e-05, | |
| "high": 0.0999578174192585 | |
| }, | |
| "latent_dim": { | |
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| 4, | |
| 8, | |
| 16, | |
| 32, | |
| 64 | |
| ], | |
| "low": 2, | |
| "high": 64 | |
| } | |
| }, | |
| "varix": { | |
| "k_filter": { | |
| "choices": [ | |
| 128, | |
| 256, | |
| 512, | |
| 1024, | |
| 2048, | |
| 4096 | |
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| "low": 128, | |
| "high": 4096 | |
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| "n_layers": { | |
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| 2, | |
| 3, | |
| 4 | |
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| "low": 2, | |
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| 4 | |
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| "low": 1, | |
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| 32, | |
| 64, | |
| 128, | |
| 256 | |
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| "low": 32, | |
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| "low": 1.0052950994489815e-05, | |
| "high": 0.09875932708929694 | |
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| "low": 1.000328971683056e-05, | |
| "high": 0.09837910977086362 | |
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| "beta": { | |
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| "high": 0.9995781741925843 | |
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| 8, | |
| 16, | |
| 32, | |
| 64 | |
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| "low": 2, | |
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| } | |
| }, | |
| "ontix": { | |
| "k_filter": { | |
| "choices": [ | |
| 128, | |
| 256, | |
| 512, | |
| 1024, | |
| 2048, | |
| 4096 | |
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| "low": 128, | |
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| }, | |
| "n_layers": { | |
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| 2, | |
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| 4 | |
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| "low": 2, | |
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| 4 | |
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| "low": 1, | |
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| "batch_size": { | |
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| 32, | |
| 64, | |
| 128, | |
| 256 | |
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| "low": 32, | |
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| 128, | |
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| 512, | |
| 1024, | |
| 2048, | |
| 4096 | |
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| "low": 1, | |
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| 32, | |
| 64, | |
| 128, | |
| 256 | |
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| 64 | |
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| "low": 2, | |
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| "beta_mi": { | |
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| "beta_tc": { | |
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| "low": 0.010472424642301324, | |
| "high": 985.2670858275624 | |
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| "beta_dimKL": { | |
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| "low": 0.00010032622015055023, | |
| "high": 0.9973010044095937 | |
| } | |
| } | |
| } | |
| } |