summaryrefslogtreecommitdiff
path: root/compiler/mir-interpreter/src/ops/ReLU.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'compiler/mir-interpreter/src/ops/ReLU.cpp')
-rw-r--r--compiler/mir-interpreter/src/ops/ReLU.cpp58
1 files changed, 58 insertions, 0 deletions
diff --git a/compiler/mir-interpreter/src/ops/ReLU.cpp b/compiler/mir-interpreter/src/ops/ReLU.cpp
new file mode 100644
index 000000000..92d3ded5e
--- /dev/null
+++ b/compiler/mir-interpreter/src/ops/ReLU.cpp
@@ -0,0 +1,58 @@
+/*
+ * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * 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 "ReLU.h"
+#include "Common.h"
+
+#include <mir/ShapeRange.h>
+#include <mir/Tensor.h>
+
+#include <algorithm>
+
+namespace mir_interpreter
+{
+
+template <typename T> struct ReLUImpl
+{
+ static void run(const mir::TensorVariant &arg, mir::TensorVariant &result);
+};
+
+template <typename T>
+void ReLUImpl<T>::run(const mir::TensorVariant &arg, mir::TensorVariant &result)
+{
+ mir::Tensor<T> arg_accessor(arg);
+ mir::Tensor<T> res_accessor(result);
+
+ for (const auto &index : mir::ShapeRange(result.getShape()))
+ {
+ res_accessor.at(index) = std::max(arg_accessor.at(index), static_cast<T>(0));
+ }
+}
+
+template <> struct ReLUImpl<uint8_t>
+{
+ static void run(const mir::TensorVariant &arg, mir::TensorVariant &result)
+ {
+ throw std::runtime_error{"NYI"};
+ }
+};
+
+void ReLU(const mir::TensorVariant &arg, mir::TensorVariant &result)
+{
+ dispatch<ReLUImpl>(arg.getElementType(), arg, result);
+};
+
+} // namespace mir_interpreter