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28 lines
589 B
Python
28 lines
589 B
Python
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import json
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from pathlib import Path
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import numpy as np
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import torch
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from CustomScaler import CustomScaler
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from network import Network
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from simulation_list import SimulationList
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resolution = 100
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with open("pytorch_model.json") as f:
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data = json.load(f)
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scaler = CustomScaler()
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scaler.means = np.array(data["means"])
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scaler.stds = np.array(data["stds"])
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model = Network()
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model.load_state_dict(torch.load("pytorch_model.zip"))
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ang = 30
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v = 2
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m = 1e24
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gamma = 0.6
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wp = wt = 1e-4
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print(model(torch.Tensor(list(scaler.transform_parameters([ang, v, m, gamma, wt, wp])))))
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