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[QNN EP] Increase conv test tolerance for Windows x64 (#16241)

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### Description
Increases allowable accuracy tolerance for specific Conv op test on QNN
CPU backed (Windows x64).


### Motivation and Context
Allow QNN NuGet pipeline to run. PR
https://github.com/microsoft/onnxruntime/pull/15975 introduced a failing
test on Windows x64.
This commit is contained in:
Adrian Lizarraga 2023-06-07 10:52:56 -07:00 committed by GitHub
parent a8c2f24ae0
commit b8858f034e
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GPG key ID: 4AEE18F83AFDEB23
1 changed files with 24 additions and 4 deletions
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28
onnxruntime/test/providers/qnn/conv_test.cc
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@ -59,7 +59,8 @@ static void RunCPUConvOpTest(const std::vector<int64_t>& input_shape,
const std::vector<int64_t>& dilations,
const std::string& auto_pad,
ExpectedEPNodeAssignment expected_ep_assignment, const char* test_description,
int opset = 13) {
int opset = 13,
float fp32_abs_err = 1e-5f) {
ProviderOptions provider_options;
#if defined(_WIN32)
@ -74,7 +75,8 @@ static void RunCPUConvOpTest(const std::vector<int64_t>& input_shape,
opset,
expected_ep_assignment,
expected_nodes_in_partition,
test_description);
test_description,
fp32_abs_err);
}
// Creates a graph with a single Q/DQ Conv operator. Used for testing HTP backend.
@ -201,7 +203,25 @@ TEST_F(QnnCPUBackendTests, DISABLED_TestCPUConvf32_large_input1_pad_bias_initial
}
TEST_F(QnnCPUBackendTests, TestCPUConvf32_large_input2_nopad_bias_initializer) {
RunCPUConvOpTest({1, 32, 16, 113}, {16, 32, 1, 1}, true, {1, 1}, {0, 0, 0, 0}, {1, 1}, "NOTSET", ExpectedEPNodeAssignment::All, "TestCPUConvf32_large_input2_nopad_bias_initializer");
#if defined(_WIN32)
// Tolerance needs to be > 1.52588e-05 on Windows x64
// TODO: Investigate why
float fp32_abs_err = 1e-4f;
#else
float fp32_abs_err = 1e-5f; // default value
#endif
RunCPUConvOpTest({1, 32, 16, 113},
{16, 32, 1, 1},
true,
{1, 1},
{0, 0, 0, 0},
{1, 1},
"NOTSET",
ExpectedEPNodeAssignment::All,
"TestCPUConvf32_large_input2_nopad_bias_initializer",
13, // opset
fp32_abs_err);
}
#if defined(__aarch64__) || defined(_M_ARM64) || defined(__linux__)
@ -235,4 +255,4 @@ TEST_F(QnnHTPBackendTests, DISABLED_TestQDQConvU8U8S32_large_input2_bias_initial
} // namespace test
} // namespace onnxruntime
#endif
#endif