Transformers
t331ZZZM-dimensionless / config.json
eidoom's picture
cfg zeros
8133c4e
{
"device": "cpu",
"dtype": "float32",
"dimensions": {
"input": {
"variables": 2
},
"output": {
"functions": 18,
"epsilon_orders": 5
},
"connection": {
"epsilon_orders": 2
}
},
"phase_space": {
"scale": 24.0,
"const": 24.0,
"cut": {
"physical": 0.1,
"spurious": 0.1
}
},
"hyperparameters": {
"optimiser": {
"algorithm": "Adam",
"initial_learning_rate": 1e-3
},
"learning_rate_scheduler": {
"factor": 0.1,
"patience": 6,
"threshold": 1e-2,
"cooldown": 0
},
"iterations": {
"batch_size": 256,
"partition_size": 512,
"number_partitions": 1
},
"architecture": {
"hidden_layers": [128, 256, 256],
"activation": "GELU"
},
"loss_function": {
"boundary_bias": 1.0,
"boundary_derivatives": false
}
},
"termination": {
"epochs": 0,
"seconds": 0,
"learning_rate": {
"target": 1.1e-8,
"patience": 6
}
},
"zeros": {
"re": [
[0, 0],
[2, 0],
[4, 0],
[5, 0],
[5, 1],
[7, 0],
[8, 0],
[9, 0],
[9, 1],
[11, 0],
[11, 1],
[12, 0],
[12, 1],
[13, 0],
[13, 1],
[13, 2],
[13, 3],
[14, 0],
[14, 1],
[14, 2],
[15, 0],
[15, 1],
[16, 0],
[16, 1],
[16, 2]
],
"im": [
[0, 0],
[0, 1],
[1, 0],
[1, 1],
[2, 0],
[2, 1],
[3, 0],
[3, 1],
[3, 2],
[3, 3],
[4, 0],
[4, 1],
[4, 2],
[5, 0],
[5, 1],
[6, 0],
[7, 0],
[8, 0],
[9, 0],
[9, 1],
[9, 2],
[10, 0],
[10, 1],
[10, 2],
[10, 3],
[10, 4],
[11, 0],
[11, 1],
[12, 0],
[12, 1],
[12, 2],
[13, 0],
[13, 1],
[13, 2],
[13, 3],
[13, 4],
[14, 0],
[14, 1],
[14, 2],
[15, 0],
[15, 1],
[16, 0],
[16, 1],
[16, 2],
[16, 3],
[17, 0]
]
}
}