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!400 correct the delta value 

Merge pull request !400 from JiaqiHuang/master
pull/403/head
i-robot Gitee 2 years ago
parent
213a6afb47 750733562c
commit
6e4209f676
No known key found for this signature in database GPG Key ID: 173E9B9CA92EEF8F
3 changed files with 6 additions and 3 deletions
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  1. +2
    -1
      examples/privacy/diff_privacy/lenet5_dp_ada_gaussian.py
  2. +2
    -1
      examples/privacy/diff_privacy/lenet5_dp_ada_sgd_graph.py
  3. +2
    -1
      examples/privacy/diff_privacy/lenet5_dp_optimizer.py

+ 2
- 1
examples/privacy/diff_privacy/lenet5_dp_ada_gaussian.py View File

@@ -122,7 +122,8 @@ if __name__ == "__main__":
num_samples=60000,
batch_size=cfg.batch_size,
initial_noise_multiplier=cfg.initial_noise_multiplier,
per_print_times=234)
per_print_times=234,
target_delta=1e-5)
# Create the DP model for training.
model = DPModel(micro_batches=cfg.micro_batches,
norm_bound=cfg.norm_bound,


+ 2
- 1
examples/privacy/diff_privacy/lenet5_dp_ada_sgd_graph.py View File

@@ -122,7 +122,8 @@ if __name__ == "__main__":
num_samples=60000,
batch_size=cfg.batch_size,
initial_noise_multiplier=cfg.initial_noise_multiplier,
per_print_times=234)
per_print_times=234,
target_delta=1e-5)
# Create the DP model for training.
model = DPModel(micro_batches=cfg.micro_batches,
norm_bound=cfg.norm_bound,


+ 2
- 1
examples/privacy/diff_privacy/lenet5_dp_optimizer.py View File

@@ -129,7 +129,8 @@ if __name__ == "__main__":
num_samples=60000,
batch_size=cfg.batch_size,
initial_noise_multiplier=cfg.initial_noise_multiplier*cfg.norm_bound,
per_print_times=10)
per_print_times=10,
target_delta=1e-5)
# Create the DP model for training.
model = DPModel(micro_batches=cfg.micro_batches,
norm_bound=cfg.norm_bound,


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