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add readme & cfg

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  1. README.md +6 -0
  2. config.json +57 -0
README.md CHANGED
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  ---
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  license: cc-by-4.0
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  ---
 
 
 
 
 
 
 
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  ---
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  license: cc-by-4.0
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  ---
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+
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+ # t331ZZZM
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+
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+ * [model](https://huggingface.co/feynman-integrals-nn/t331ZZZM)
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+ * [data](https://huggingface.co/datasets/feynman-integrals-nn/t331ZZZM)
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+ * [source](https://gitlab.com/feynman-integrals-nn/feynman-integrals-nn/-/tree/main/t331ZZZM)
config.json ADDED
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+ {
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+ "device": "cpu",
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+ "dtype": "float32",
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+ "dimensions": {
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+ "input": {
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+ "variables": 2
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+ },
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+ "output": {
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+ "epsilon_orders": 5,
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+ "functions": 18
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+ },
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+ "connection": {
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+ "epsilon_orders": 2
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+ }
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+ },
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+ "phase_space": {
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+ "scale": 2.5,
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+ "const": 2.5,
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+ "cut": {
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+ "physical": 0.1,
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+ "spurious": 0.1
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+ }
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+ },
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+ "hyperparameters": {
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+ "optimiser": {
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+ "algorithm": "Adam",
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+ "initial_learning_rate": 1e-3
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+ },
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+ "learning_rate_scheduler": {
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+ "factor": 0.1,
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+ "patience": 6,
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+ "threshold": 1e-2,
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+ "cooldown": 0
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+ },
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+ "iterations": {
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+ "batch_size": 256,
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+ "partition_size": 512,
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+ "number_partitions": 1
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+ },
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+ "architecture": {
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+ "hidden_layers": [128, 256, 256],
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+ "activation": "GELU"
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+ },
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+ "loss_function": {
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+ "boundary_bias": 1.0,
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+ "boundary_derivatives": false
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+ }
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+ },
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+ "termination": {
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+ "epochs": 0,
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+ "seconds": 0,
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+ "learning_rate": {
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+ "target": 1.1e-8,
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+ "patience": 6
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+ }
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+ }
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+ }