add readme & cfg
Browse files- README.md +6 -0
- config.json +57 -0
README.md
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license: cc-by-4.0
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license: cc-by-4.0
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# t331ZZZM
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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)
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config.json
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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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}
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