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prepare animations (supervised and not)

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Michael Pilosov, PhD 9 months ago
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d330d9b4ca
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55f0f60bb8
1 changed files with 5 additions and 5 deletions
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  1. 10
      newsearch.py

10
newsearch.py
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@ -8,7 +8,7 @@ from lightning_sdk import Machine, Studio # noqa: F401
# consistency of randomly sampled experiments. # consistency of randomly sampled experiments.
seed(19920921) seed(19920921)
NUM_JOBS = 1 NUM_JOBS = 100
# reference to the current studio # reference to the current studio
# if you run outside of Lightning, you can pass the Studio name # if you run outside of Lightning, you can pass the Studio name
@ -27,10 +27,10 @@ learning_rate_values = [1e-3]
# learning_rate_values = [5e-4] # learning_rate_values = [5e-4]
# alpha_values = [0, .25, 0.5, 0.75, 1] # alpha = 0 is unsupervised. alpha = 1 is supervised. # alpha_values = [0, .25, 0.5, 0.75, 1] # alpha = 0 is unsupervised. alpha = 1 is supervised.
alpha_values = [0.1] alpha_values = [0, 0.1]
# widths = [2**k for k in range(4, 13)] widths = [2**k for k in range(4, 13)]
# depths = [1, 2, 4, 8, 16] depths = [1, 2, 4, 8, 16]
widths, depths = [512], [4] # widths, depths = [512], [4]
batch_size_values = [256] batch_size_values = [256]
max_epochs_values = [100] max_epochs_values = [100]

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