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distillation python base code initial commit #1

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ruby wants to merge 1 commit from ruby/tensorflow_privacy:akemi/lira_2021_fix into akemi/lira_2021_fix
pull from: ruby/tensorflow_privacy:akemi/lira_2021_fix
merge into: 626_privacy:akemi/lira_2021_fix
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ruby commented 2024-11-05 21:08:47 -07:00
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ruby added 1 commit 2024-11-05 21:08:47 -07:00
akemi requested changes 2024-11-05 21:13:57 -07:00
akemi left a comment
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Nice distillation! I'll give it a run shortly on the other machine. It might be nice to put the code being executed at the end, away from the class/function definitions

Nice distillation! I'll give it a run shortly on the other machine. It might be nice to put the code being executed at the end, away from the class/function definitions
distil.py
@ -0,0 +29,4 @@
test_loader = torch.utils.data.DataLoader(test_dataset, batch_size=128, shuffle=False, num_workers=2)
# Deeper neural network class to be used as teacher:
akemi commented 2024-11-05 21:11:54 -07:00
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I'm assuming future commits will change this one to a resnet?

I'm assuming future commits will change this one to a resnet?
distil.py
@ -0,0 +130,4 @@
print(f"Test Accuracy: {accuracy:.2f}%")
return accuracy
torch.manual_seed(42)
akemi commented 2024-11-05 21:12:39 -07:00
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Why are these lines in the middle?

Why are these lines in the middle?
distil.py
@ -0,0 +470,4 @@
# Initialize a ModifiedLightNNRegressor
torch.manual_seed(42)
akemi commented 2024-11-05 21:13:04 -07:00
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I think we need a main function or something, I'm having a bit of trouble following the flow of this code

I think we need a main function or something, I'm having a bit of trouble following the flow of this code
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Reference: 626_privacy/tensorflow_privacy#1
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