MCPcopy Create free account
hub / github.com/DeepRec-AI/DeepRec / ComputeErrorStats

Function ComputeErrorStats

tensorflow/lite/kernels/cpu_backend_gemm_test.cc:150–172  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

148
149template <typename Scalar>
150void ComputeErrorStats(const std::vector<Scalar>& actual,
151 const std::vector<Scalar>& expected,
152 ErrorStats* error_stats) {
153 double max_abs_diff = 0;
154 double sum_abs_diff = 0;
155 double sum_diff = 0;
156 double max_abs_expected = 0;
157 EXPECT_EQ(actual.size(), expected.size());
158 for (int i = 0; i < actual.size(); i++) {
159 double actual_val = static_cast<double>(actual[i]);
160 double expected_val = static_cast<double>(expected[i]);
161 double diff = actual_val - expected_val;
162 max_abs_expected = std::max(max_abs_expected, std::abs(expected_val));
163 sum_diff += diff;
164 sum_abs_diff += std::abs(diff);
165 max_abs_diff = std::max(max_abs_diff, std::abs(diff));
166 }
167 error_stats->scale_factor = max_abs_expected;
168 error_stats->max_abs_diff = max_abs_diff;
169 error_stats->mean_abs_diff = sum_abs_diff / actual.size();
170 error_stats->abs_mean_diff = std::abs(sum_diff / actual.size());
171 error_stats->size = actual.size();
172}
173
174template <typename AccumScalar, typename DstScalar>
175bool CheckErrorStats(const ErrorStats& error_stats, int accumulation_depth) {

Callers 1

Calls 3

maxFunction · 0.50
absFunction · 0.50
sizeMethod · 0.45

Tested by

no test coverage detected