8000 Reduce module size or the number of steps to avoid over-time tests by HuanyuZhang · Pull Request #739 · pytorch/opacus · GitHub
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Reduce module size or the number of steps to avoid over-time tests #739

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Reduce module size or the number of steps to avoid over-time tests #739

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6 changes: 3 additions & 3 deletions opacus/tests/grad_sample_module_fast_gradient_clipping_test.py
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Original file line number Diff line number Diff line change
Expand Up @@ -120,7 +120,7 @@ def setUp_data_sequantial(self, size, length, dim):

@given(
size=st.sampled_from([10]),
length=st.sampled_from([1, 10]),
length=st.sampled_from([5]),
dim=st.sampled_from([2]),
)
@settings(deadline=1000000)
Expand Down Expand Up @@ -192,12 +192,12 @@ def test_norm_calculation_fast_gradient_clipping(self, size, length, dim):
diff = flat_norms_normal - flat_norms_gc

logging.info(f"Max difference between (vanilla) Opacus and FGC = {max(diff)}")
msg = "Fail: Gradients from vanilla DP-SGD and from fast gradient clipping are different"
msg = "Fail: Per-sample gradient norms from vanilla DP-SGD and from fast gradient clipping are different"
assert torch.allclose(flat_norms_normal, flat_norms_gc, atol=1e-3), msg

@given(
size=st.sampled_from([10]),
length=st.sampled_from([1, 10]),
length=st.sampled_from([5]),
dim=st.sampled_from([2]),
)
@settings(deadline=1000000)
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4 changes: 2 additions & 2 deletions opacus/tests/privacy_engine_test.py
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Expand Up @@ -268,7 +268,7 @@ def _compare_to_vanilla(
do_clip=st.booleans(),
do_noise=st.booleans(),
use_closure=st.booleans(),
max_steps=st.sampled_from([1, 4]),
max_steps=st.sampled_from([1, 3]),
)
@settings(suppress_health_check=list(HealthCheck), deadline=None)
def test_compare_to_vanilla(
Expand Down Expand Up @@ -660,7 +660,7 @@ def test_checkpoints(

@given(
noise_multiplier=st.floats(0.5, 5.0),
max_steps=st.integers(8, 10),
max_steps=st.integers(3, 5),
secure_mode=st.just(False), # TODO: enable after fixing torchcsprng build
)
@settings(suppress_health_check=list(HealthCheck), deadline=None)
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