example_bundle / config.json
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{
"bundle": {
"bundle_subdir": "bundle"
},
"hub": {
"repo_id": null,
"revision": null
},
"io": {
"x_dim": 3,
"x_names": null,
"y_dim": 2,
"y_names": null
},
"model": {
"name": "mlp",
"params": {
"activation": "gelu",
"dtype": "float32",
"hidden_sizes": [
32,
32
]
}
},
"optim": {
"b1": 0.9,
"b2": 0.999,
"decay_steps": 0,
"eps": 1e-08,
"lr": 0.0003,
"name": "adamw",
"precondition_1d": false,
"precondition_frequency": 10,
"schedule": "constant",
"warmup_steps": 0,
"weight_decay": 0.0001
},
"schema_version": 1,
"seed": 0,
"solver": {
"name": "auto",
"params": {}
},
"task": {
"name": "regression",
"params": {
"loss": "mse",
"metrics": [
"mse",
"mae"
]
}
},
"training": {
"batch_size": 256,
"checkpoint_interval_steps": 200,
"evaluation_interval_steps": 200,
"logging_interval_steps": 25,
"max_saved_checkpoints": 3,
"num_steps": 2000,
"shuffle": true,
"shuffle_seed": 0,
"steps_per_epoch": null,
"val_fraction": 0.1,
"workdir": "/Users/tr/repos/astro-emulators-toolkit/examples/development/runs/rff_mlp"
}
}