summaryrefslogtreecommitdiff
path: root/compiler/exo/src/Conversion/EltwiseBinaryConverter.h
diff options
context:
space:
mode:
Diffstat (limited to 'compiler/exo/src/Conversion/EltwiseBinaryConverter.h')
-rw-r--r--compiler/exo/src/Conversion/EltwiseBinaryConverter.h110
1 files changed, 110 insertions, 0 deletions
diff --git a/compiler/exo/src/Conversion/EltwiseBinaryConverter.h b/compiler/exo/src/Conversion/EltwiseBinaryConverter.h
new file mode 100644
index 000000000..095da9e5c
--- /dev/null
+++ b/compiler/exo/src/Conversion/EltwiseBinaryConverter.h
@@ -0,0 +1,110 @@
+/*
+ * 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.
+ */
+
+#ifndef __CONVERSION_ELTWISEBINARY_CONVERTER_H__
+#define __CONVERSION_ELTWISEBINARY_CONVERTER_H__
+
+#include "GraphBlock.h"
+#include "Check.h"
+
+#include "Dialect/IR/TFLNodes.h"
+
+#include <loco/IR/Nodes.h>
+
+#include <loco/Service/ShapeInference.h>
+
+namespace
+{
+
+template <class ELTWISEBIN, class TFLBIN>
+class EltwiseBinInputHandler : public exo::InputHandler<ELTWISEBIN, TFLBIN>
+{
+public:
+ void handover(ELTWISEBIN *origin, TFLBIN *replacer) override
+ {
+ assert(origin && replacer);
+ replacer->x(origin->lhs());
+ replacer->y(origin->rhs());
+ }
+
+ std::vector<loco::Node *> getInputsToConvert(ELTWISEBIN *origin) override
+ {
+ assert(origin);
+ std::vector<loco::Node *> inputs({origin->lhs(), origin->rhs()});
+ return inputs;
+ }
+
+ void set(TFLBIN *replacer, std::vector<loco::Node *> &to) override
+ {
+ assert(to.size() == 2);
+
+ replacer->x(to.at(0));
+ replacer->y(to.at(1));
+ }
+
+ void nullify(ELTWISEBIN *origin) override
+ {
+ assert(origin);
+ origin->lhs(nullptr);
+ origin->rhs(nullptr);
+ }
+};
+
+template <class TFLBIN> void init_fused_act_func(TFLBIN *);
+
+template <> inline void init_fused_act_func(locoex::TFLAdd *node)
+{
+ node->fusedActivationFunction(locoex::FusedActFunc::NONE);
+}
+
+template <> inline void init_fused_act_func(locoex::TFLMul *node)
+{
+ node->fusedActivationFunction(locoex::FusedActFunc::NONE);
+}
+
+template <> inline void init_fused_act_func(locoex::TFLSub *node)
+{
+ node->fusedActivationFunction(locoex::FusedActFunc::NONE);
+}
+
+template <> inline void init_fused_act_func(locoex::TFLDiv *node)
+{
+ node->fusedActivationFunction(locoex::FusedActFunc::NONE);
+}
+
+} // namespace
+
+namespace exo
+{
+
+template <class ELTWISEBIN, class TFLBIN> bool EltwiseBinaryConvert(ELTWISEBIN *origin)
+{
+ EltwiseBinInputHandler<ELTWISEBIN, TFLBIN> input_handler;
+ exo::DomainConverter<ELTWISEBIN, TFLBIN> domain_converter;
+
+ auto tfl_node = domain_converter.template convert<FeatureLayout::NHWC>(origin, input_handler);
+
+ if (tfl_node == nullptr)
+ return false;
+
+ init_fused_act_func(tfl_node);
+
+ return true;
+}
+
+} // namespace exo
+
+#endif // __CONVERSION_ELTWISEBINARY_CONVERTER_H__