converter and its test for loco::ConstGen (to locoex::TFLConst) was added.
Signed-off-by: Hyun Sik Yoon <hyunsik.yoon@samsung.com>
// template instantiation
template bool CanonicalNodeConverter<loco::AvgPool2D>::run(loco::Graph *graph);
-// TODO loco::ConstGen
+template bool CanonicalNodeConverter<loco::ConstGen>::run(loco::Graph *graph);
// TODO loco::Conv2D
// TODO loco::DepthwiseConv2D
// TODO loco::DepthwiseFilterEncode
--- /dev/null
+/*
+ * 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 "ConstGenConverter.h"
+
+#include "Dialect/IR/TFLNodes.h"
+#include "Check.h"
+
+#include <loco.h>
+
+namespace exo
+{
+
+bool ConstGenConverter::convert(loco::ConstGen *constgen)
+{
+ auto *graph = constgen->graph();
+
+ auto tfl_const = graph->nodes()->create<locoex::TFLConst>();
+ {
+ if (constgen->dtype() == loco::DataType::FLOAT32)
+ {
+ tfl_const->dtype(loco::DataType::FLOAT32);
+
+ tfl_const->rank(constgen->rank());
+ for (uint32_t axis = 0; axis < constgen->rank(); axis++)
+ tfl_const->dim(axis) = constgen->dim(axis);
+
+ auto size = constgen->size<loco::DataType::FLOAT32>();
+ tfl_const->size<loco::DataType::FLOAT32>(size);
+
+ for (uint32_t i = 0; i < size; ++i)
+ {
+ tfl_const->at<loco::DataType::FLOAT32>(i) = constgen->at<loco::DataType::FLOAT32>(i);
+ }
+ }
+ else
+ EXO_THROW("Unsupported DataType");
+ }
+
+ loco::replace(constgen).with(tfl_const);
+
+ return true;
+}
+
+} // namespace exo
--- /dev/null
+/*
+ * 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_CONSTGEN_CONVERTER_H__
+#define __CONVERSION_CONSTGEN_CONVERTER_H__
+
+#include "CanonicalNodeConverter.h"
+
+#include <loco.h>
+
+namespace exo
+{
+
+class ConstGenConverter : public CanonicalNodeConverter<loco::ConstGen>
+{
+public:
+ const char *name(void) const final { return "exo::ConstGenConverter"; }
+
+public:
+ bool convert(loco::ConstGen *constgen) final;
+};
+
+} // namespace exo
+
+#endif // __CONVERSION_CONSTGEN_CONVERTER_H__
--- /dev/null
+/*
+ * 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 "ConstGenConverter.h"
+#include "ReluConverter.h"
+
+#include "Dialect/IR/TFLNodes.h"
+#include "TestGraph.h"
+#include "TestHelper.h"
+
+#include <loco.h>
+
+#include <gtest/gtest.h>
+
+TEST(TFLConstGenConverterTest, ConstGen_Relu)
+{
+ exo::test::ExampleGraph<exo::test::ExampleGraphType::ConstGen_ReLU> g;
+ g.build();
+
+ // set constgen
+ {
+ g.constgen->dtype(loco::DataType::FLOAT32);
+ g.constgen->shape({2, 1});
+ g.constgen->size<loco::DataType::FLOAT32>(2);
+
+ g.constgen->at<loco::DataType::FLOAT32>(0) = 0.5;
+ g.constgen->at<loco::DataType::FLOAT32>(1) = -0.5;
+ }
+
+ // let's convert
+ {
+ exo::test::TypeShapeReadyPhase test_phase;
+
+ test_phase.add_pass<exo::ConstGenConverter>();
+ test_phase.add_pass<exo::ReluConverter>();
+
+ test_phase.run(g.graph());
+ }
+
+ auto tfl_const = exo::test::find_first_node_bytype<locoex::TFLConst>(g.graph());
+ auto tfl_relu = exo::test::find_first_node_bytype<locoex::TFLRelu>(g.graph());
+
+ ASSERT_TRUE(tfl_const != nullptr and tfl_relu != nullptr);
+ ASSERT_TRUE(tfl_relu->features() == tfl_const);
+
+ ASSERT_TRUE(tfl_const->rank() == g.constgen->rank());
+ ASSERT_TRUE(tfl_const->dim(0) == g.constgen->dim(0));
+ ASSERT_TRUE(tfl_const->dim(1) == g.constgen->dim(1));
+ ASSERT_TRUE(tfl_const->at<loco::DataType::FLOAT32>(0) ==
+ g.constgen->at<loco::DataType::FLOAT32>(0));
+ ASSERT_TRUE(tfl_const->at<loco::DataType::FLOAT32>(1) ==
+ g.constgen->at<loco::DataType::FLOAT32>(1));
+}
#include "Dialect/IR/TFLNodes.h"
#include "GraphBlock.h"
+#include "TestHelper.h"
#include <loco.h>
enum class ExampleGraphType
{
FeatureBiasAdd,
+ ConstGen_ReLU
};
template <ExampleGraphType T> class ExampleGraph;
}
};
+/**
+ * @brief Class to creates the following:
+ *
+ * ConstGen -- ReLU -- Push
+ */
+template <> class ExampleGraph<ExampleGraphType::ConstGen_ReLU> : public TestGraph
+{
+public:
+ loco::ConstGen *constgen = nullptr;
+ loco::ReLU *relu = nullptr;
+
+public:
+ ExampleGraph() = default;
+
+ loco::Graph *graph() { return g.get(); }
+
+ void build()
+ {
+ constgen = append<loco::ConstGen>();
+ relu = append<loco::ReLU>(constgen);
+ complete(relu);
+
+ EXO_TEST_ASSERT_NODE_COUNT({push}, 3); // sanity check
+ }
+};
+
} // namespace test
} // namespace exo