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-rw-r--r--reference_model/src/verify/verify_fp_special.cc106
1 files changed, 106 insertions, 0 deletions
diff --git a/reference_model/src/verify/verify_fp_special.cc b/reference_model/src/verify/verify_fp_special.cc
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+++ b/reference_model/src/verify/verify_fp_special.cc
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+// Copyright (c) 2024, ARM Limited.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#include "half.hpp"
+#include "verifiers.h"
+
+namespace
+{
+template <typename Datatype>
+bool compliant(const double& referenceValue, const Datatype& implementationValue)
+{
+ // Compliant when values are both nans OR when values are both finite/infinite and have the same sign
+ return (std::isnan(referenceValue) && std::isnan(implementationValue)) ||
+ (std::isnan(referenceValue) == std::isnan(implementationValue) &&
+ std::isfinite(referenceValue) == std::isfinite(implementationValue) &&
+ std::signbit(referenceValue) == std::signbit(implementationValue));
+}
+
+template <>
+bool compliant(const double& referenceValue, const half_float::half& implementationValue)
+{
+ // Compliant when values are both nans OR when values are both finite/infinite and have the same sign
+ return (std::isnan(referenceValue) && half_float::isnan(implementationValue)) ||
+ (std::isnan(referenceValue) == half_float::isnan(implementationValue) &&
+ std::isfinite(referenceValue) == half_float::isfinite(implementationValue) &&
+ std::signbit(referenceValue) == half_float::signbit(implementationValue));
+}
+
+template <typename Datatype>
+bool verify(const double* refData,
+ const double* refDataEnd,
+ Datatype* impData,
+ const int64_t elementCount,
+ const std::vector<int32_t> refShape)
+{
+ auto pair = std::mismatch(refData, refDataEnd, impData, std::next(impData, elementCount),
+ [](const double& referenceValue, const Datatype& implementationValue) {
+ return compliant(referenceValue, implementationValue);
+ });
+
+ if (std::get<0>(pair) == refDataEnd)
+ {
+ // No mismatch found
+ return true;
+ }
+ else
+ {
+ auto pos = TosaReference::indexToPosition(std::get<0>(pair) - refData, refShape);
+ WARNING("[Verfier][FS] Location %s", TosaReference::positionToString(pos).c_str());
+ return false;
+ }
+}
+} // namespace
+
+namespace TosaReference
+{
+
+bool verifyFpSpecial(const CTensor* referenceTensor, const CTensor* implementationTensor)
+{
+ // Validate that tensors are provided
+ TOSA_REF_REQUIRE(referenceTensor != nullptr, "[FS] Reference tensor is missing");
+ TOSA_REF_REQUIRE(implementationTensor != nullptr, "[FS] Implementation tensor is missing");
+
+ // Get number of elements
+ const std::vector<int32_t> refShape(referenceTensor->shape, referenceTensor->shape + referenceTensor->num_dims);
+ const auto elementCount = numElements(refShape);
+ TOSA_REF_REQUIRE(elementCount > 0, "[FS] Invalid shape for reference tensor");
+
+ TOSA_REF_REQUIRE(referenceTensor->data_type == tosa_datatype_fp64_t, "[FS] Reference tensor is not fp64");
+ const auto* refData = reinterpret_cast<const double*>(referenceTensor->data);
+ TOSA_REF_REQUIRE(refData != nullptr, "[FS] Missing data for reference");
+ const auto* refDataEnd = std::next(refData, elementCount);
+
+ switch (implementationTensor->data_type)
+ {
+ case tosa_datatype_fp32_t: {
+ const auto* impData = reinterpret_cast<const float*>(implementationTensor->data);
+ TOSA_REF_REQUIRE(impData != nullptr, "[FS] Missing data for implementation");
+
+ return verify(refData, refDataEnd, impData, elementCount, refShape);
+ }
+ case tosa_datatype_fp16_t: {
+ const auto* impData = reinterpret_cast<const half_float::half*>(implementationTensor->data);
+ TOSA_REF_REQUIRE(impData != nullptr, "[FS] Missing data for implementation");
+
+ return verify(refData, refDataEnd, impData, elementCount, refShape);
+ }
+ default:
+ WARNING("[Verifier][FS] Data-type not supported.");
+ break;
+ }
+
+ return false;
+}
+} // namespace TosaReference