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[Stochastic Sampler][Slow Test]: Cuda test fixes #3257

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Merged
merged 1 commit into from
Apr 27, 2023
Merged

[Stochastic Sampler][Slow Test]: Cuda test fixes #3257

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12 changes: 12 additions & 0 deletions tests/schedulers/test_scheduler_dpm_sde.py
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Original file line number Diff line number Diff line change
Expand Up @@ -65,6 +65,9 @@ def test_full_loop_no_noise(self):
if torch_device in ["mps"]:
assert abs(result_sum.item() - 167.47821044921875) < 1e-2
assert abs(result_mean.item() - 0.2178705964565277) < 1e-3
elif torch_device in ["cuda"]:
assert abs(result_sum.item() - 171.59352111816406) < 1e-2
assert abs(result_mean.item() - 0.22342906892299652) < 1e-3
else:
assert abs(result_sum.item() - 162.52383422851562) < 1e-2
assert abs(result_mean.item() - 0.211619570851326) < 1e-3
Expand Down Expand Up @@ -94,6 +97,9 @@ def test_full_loop_with_v_prediction(self):
if torch_device in ["mps"]:
assert abs(result_sum.item() - 124.77149200439453) < 1e-2
assert abs(result_mean.item() - 0.16226289014816284) < 1e-3
elif torch_device in ["cuda"]:
assert abs(result_sum.item() - 128.1663360595703) < 1e-2
assert abs(result_mean.item() - 0.16688326001167297) < 1e-3
else:
assert abs(result_sum.item() - 119.8487548828125) < 1e-2
assert abs(result_mean.item() - 0.1560530662536621) < 1e-3
Expand Down Expand Up @@ -122,6 +128,9 @@ def test_full_loop_device(self):
if torch_device in ["mps"]:
assert abs(result_sum.item() - 167.46957397460938) < 1e-2
assert abs(result_mean.item() - 0.21805934607982635) < 1e-3
elif torch_device in ["cuda"]:
assert abs(result_sum.item() - 171.59353637695312) < 1e-2
assert abs(result_mean.item() - 0.22342908382415771) < 1e-3
else:
assert abs(result_sum.item() - 162.52383422851562) < 1e-2
assert abs(result_mean.item() - 0.211619570851326) < 1e-3
Expand Down Expand Up @@ -151,6 +160,9 @@ def test_full_loop_device_karras_sigmas(self):
if torch_device in ["mps"]:
assert abs(result_sum.item() - 176.66974135742188) < 1e-2
assert abs(result_mean.item() - 0.23003872730981811) < 1e-2
elif torch_device in ["cuda"]:
assert abs(result_sum.item() - 177.63653564453125) < 1e-2
assert abs(result_mean.item() - 0.23003872730981811) < 1e-2
else:
assert abs(result_sum.item() - 170.3135223388672) < 1e-2
assert abs(result_mean.item() - 0.23003872730981811) < 1e-2