CIDM-v1 / parameter_matching_frozen.json
wuff-mann's picture
Initial full upload of current progress
d1a77a6 verified
Raw History Blame Contribute Delete
3.39 kB
{
"burgers": {
"CIDM-Foundation-v1": {
"params": 496331,
"rel_error": 0.007338,
"ok": true,
"config": {
"latent_dim": 104,
"hidden": 160
}
},
"CIDM-Complete": {
"params": 500084,
"rel_error": 0.000168,
"ok": true,
"config": {
"latent_dim": 42,
"hidden": 72,
"soc_modes1": 1,
"soc_modes2": 4
}
},
"PDEBench-FNO": {
"params": 499437,
"rel_error": 0.001126,
"ok": true,
"config": {
"width": 110,
"modes": 9
}
},
"PDEBench-U-Net": {
"params": 520017,
"rel_error": 0.040034,
"ok": true,
"config": {
"features": 14
}
},
"NeuralOperator-FNO": {
"params": 497731,
"rel_error": 0.004538,
"ok": true,
"config": {
"width": 94,
"modes": 20
}
},
"Transolver": {
"params": 500428,
"rel_error": 0.000856,
"ok": true,
"config": {
"n_hidden": 132,
"n_layers": 5,
"n_head": 4,
"slice_num": 32
}
}
},
"diff_react_2d": {
"CIDM-Foundation-v1": {
"params": 484548,
"rel_error": 0.030904,
"ok": true,
"config": {
"latent_dim": 64,
"hidden": 96
}
},
"CIDM-Complete": {
"params": 500084,
"rel_error": 0.000168,
"ok": true,
"config": {
"latent_dim": 20,
"hidden": 92,
"soc_modes1": 2,
"soc_modes2": 14
}
},
"PDEBench-FNO": {
"params": 512288,
"rel_error": 0.024576,
"ok": true,
"config": {
"width": 18,
"modes": 14
}
},
"PDEBench-U-Net": {
"params": 486922,
"rel_error": 0.026156,
"ok": true,
"config": {
"features": 8
}
},
"NeuralOperator-FNO": {
"params": 502318,
"rel_error": 0.004636,
"ok": true,
"config": {
"width": 68,
"modes": 6
}
},
"Transolver": {
"params": 504809,
"rel_error": 0.009618,
"ok": true,
"config": {
"n_hidden": 68,
"n_layers": 5,
"n_head": 4,
"slice_num": 8
}
}
},
"swe_2d": {
"CIDM-Foundation-v1": {
"params": 513183,
"rel_error": 0.026366,
"ok": true,
"config": {
"latent_dim": 36,
"hidden": 108
}
},
"CIDM-Complete": {
"params": 500038,
"rel_error": 7.6e-05,
"ok": true,
"config": {
"latent_dim": 22,
"hidden": 84,
"soc_modes1": 4,
"soc_modes2": 12
}
},
"PDEBench-FNO": {
"params": 512087,
"rel_error": 0.024174,
"ok": true,
"config": {
"width": 18,
"modes": 14
}
},
"PDEBench-U-Net": {
"params": 486625,
"rel_error": 0.02675,
"ok": true,
"config": {
"features": 8
}
},
"NeuralOperator-FNO": {
"params": 501637,
"rel_error": 0.003274,
"ok": true,
"config": {
"width": 68,
"modes": 6
}
},
"Transolver": {
"params": 504196,
"rel_error": 0.008392,
"ok": true,
"config": {
"n_hidden": 68,
"n_layers": 5,
"n_head": 4,
"slice_num": 8
}
}
}
}