46 lines
1010 B
Python
Executable File
46 lines
1010 B
Python
Executable File
############### Configuration file for Bayesian ###############
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import os
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layer_type = 'lrt' # 'bbb' or 'lrt'
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activation_type = 'softplus' # 'softplus' or 'relu'
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priors={
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'prior_mu': 0,
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'prior_sigma': 0.1,
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'posterior_mu_initial': (0, 0.1), # (mean, std) normal_
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'posterior_rho_initial': (-5, 0.1), # (mean, std) normal_
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}
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n_epochs = 100
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sens = 1e-9
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energy_thrs = 100000
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acc_thrs = 0.99
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lr_start = 0.001
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num_workers = 4
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valid_size = 0.2
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batch_size = 256
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train_ens = 1
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valid_ens = 1
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beta_type = 0.1 # 'Blundell', 'Standard', etc. Use float for const value
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with open("bay", "r") as file:
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bay = int(file.read())
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if bay == 1:
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with open("tmp", "r") as file:
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wide = int(file.read())
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#if os.path.exists("tmp"):
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# os.remove("tmp")
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#else:
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# raise Exception("Tmp file not found")
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print("Bayesian configured to run with width: {}".format(wide))
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#if os.path.exists("bay"):
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# os.remove("bay")
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#else:
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# raise Exception("Bay file not found")
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