cfg

config.json

@@ -0,0 +1,150 @@
+{
+    "device": "cpu",
+    "dtype": "float32",
+    "dimensions": {
+        "input": {
+            "variables": 2
+        },
+        "output": {
+            "functions": 33,
+            "epsilon_orders": 3
+        },
+        "connection": {
+            "epsilon_orders": 3
+        }
+    },
+    "phase_space": {
+        "scale": 5.0,
+        "const": 1.0,
+        "cut": {
+            "physical": 0.1,
+            "spurious": 0.01
+        }
+    },
+    "hyperparameters": {
+        "optimiser": {
+            "algorithm": "Adam",
+            "initial_learning_rate": 1e-3
+        },
+        "learning_rate_scheduler": {
+            "factor": 0.1,
+            "patience": 3,
+            "threshold": 1e-2,
+            "cooldown": 3
+        },
+        "iterations": {
+            "batch_size": 256,
+            "partition_size": 512,
+            "number_partitions": 1
+        },
+        "architecture": {
+            "hidden_layers": [128, 128, 128, 128],
+            "activation": "GELU"
+        },
+        "loss_function": {
+            "boundary_bias": 1.0,
+            "boundary_derivatives": false
+        }
+    },
+    "termination": {
+        "epochs": 0,
+        "seconds": 0,
+        "learning_rate": {
+            "target": 1.1e-8,
+            "patience": 3
+        }
+    },
+    "zeros": {
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+            [0, 1],
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+            [32, 2]
+        ]
+    }
+}