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/*
* Copyright (c) 2020 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 "luci/Pass/ShuffleWeightTo16x1Float32Pass.h"
#include <luci/IR/CircleNodes.h>
#include <luci/test/TestIOGraph.h>
#include "test/TestFirstNode.h"
#include <gtest/gtest.h>
namespace
{
using namespace luci::test;
class FCGraphlet
{
public:
FCGraphlet() = default;
public:
void init(loco::Graph *g, const ShapeU32 wshape)
{
const uint32_t elements_num = num_elements(wshape);
// fc weights
_weights = g->nodes()->create<luci::CircleConst>();
_weights->dtype(loco::DataType::FLOAT32);
_weights->shape(wshape);
_weights->size<loco::DataType::FLOAT32>(elements_num);
for (uint32_t idx = 0; idx < elements_num; idx++)
{
_weights->at<loco::DataType::FLOAT32>(idx) = idx;
}
_weights->name("weights");
// fc
_fc = g->nodes()->create<luci::CircleFullyConnected>();
_fc->dtype(loco::DataType::FLOAT32);
_fc->name("fc");
}
protected:
luci::CircleFullyConnected *_fc = nullptr;
luci::CircleConst *_weights = nullptr;
};
class FCGraph : public TestIGraphlet, public TestOGraphlet, public FCGraphlet
{
public:
FCGraph() = default;
void init(const ShapeU32 shape, const ShapeU32 wshape)
{
TestIGraphlet::init(g(), shape);
TestOGraphlet::init(g(), shape);
FCGraphlet::init(g(), wshape);
// connect graph
_fc->input(input());
_fc->weights(_weights);
output()->from(_fc);
}
};
} // namespace
TEST(ShuffleWeightTo16x1Float32PassTest, name)
{
luci::ShuffleWeightTo16x1Float32Pass pass;
auto const name = pass.name();
ASSERT_NE(nullptr, name);
}
const uint32_t ROW = 16;
const uint32_t COL = 2;
TEST(ShuffleWeightTo16x1Float32PassTest, SimpleTest1)
{
FCGraph g;
g.init({ROW, COL}, {ROW, COL});
auto fc_node = luci::test::first_node<luci::CircleFullyConnected>(g.g());
ASSERT_NE(fc_node, nullptr);
auto weights = loco::must_cast<luci::CircleConst *>(fc_node->weights());
// before
ASSERT_EQ(0, weights->at<loco::DataType::FLOAT32>(0));
ASSERT_EQ(1, weights->at<loco::DataType::FLOAT32>(1));
ASSERT_EQ(2, weights->at<loco::DataType::FLOAT32>(2));
ASSERT_EQ(3, weights->at<loco::DataType::FLOAT32>(3));
ASSERT_EQ(4, weights->at<loco::DataType::FLOAT32>(4));
ASSERT_EQ(5, weights->at<loco::DataType::FLOAT32>(5));
ASSERT_EQ(6, weights->at<loco::DataType::FLOAT32>(6));
ASSERT_EQ(7, weights->at<loco::DataType::FLOAT32>(7));
ASSERT_EQ(8, weights->at<loco::DataType::FLOAT32>(8));
ASSERT_EQ(9, weights->at<loco::DataType::FLOAT32>(9));
ASSERT_EQ(10, weights->at<loco::DataType::FLOAT32>(10));
ASSERT_EQ(11, weights->at<loco::DataType::FLOAT32>(11));
ASSERT_EQ(12, weights->at<loco::DataType::FLOAT32>(12));
ASSERT_EQ(13, weights->at<loco::DataType::FLOAT32>(13));
ASSERT_EQ(14, weights->at<loco::DataType::FLOAT32>(14));
ASSERT_EQ(15, weights->at<loco::DataType::FLOAT32>(15));
luci::ShuffleWeightTo16x1Float32Pass pass;
while (pass.run(g.g()))
;
weights = loco::must_cast<luci::CircleConst *>(fc_node->weights());
// after
ASSERT_EQ(0, weights->at<loco::DataType::FLOAT32>(0));
ASSERT_EQ(2, weights->at<loco::DataType::FLOAT32>(1));
ASSERT_EQ(4, weights->at<loco::DataType::FLOAT32>(2));
ASSERT_EQ(6, weights->at<loco::DataType::FLOAT32>(3));
ASSERT_EQ(8, weights->at<loco::DataType::FLOAT32>(4));
ASSERT_EQ(10, weights->at<loco::DataType::FLOAT32>(5));
ASSERT_EQ(12, weights->at<loco::DataType::FLOAT32>(6));
ASSERT_EQ(14, weights->at<loco::DataType::FLOAT32>(7));
ASSERT_EQ(16, weights->at<loco::DataType::FLOAT32>(8));
ASSERT_EQ(18, weights->at<loco::DataType::FLOAT32>(9));
ASSERT_EQ(20, weights->at<loco::DataType::FLOAT32>(10));
ASSERT_EQ(22, weights->at<loco::DataType::FLOAT32>(11));
ASSERT_EQ(24, weights->at<loco::DataType::FLOAT32>(12));
ASSERT_EQ(26, weights->at<loco::DataType::FLOAT32>(13));
ASSERT_EQ(28, weights->at<loco::DataType::FLOAT32>(14));
ASSERT_EQ(30, weights->at<loco::DataType::FLOAT32>(15));
}
TEST(ShuffleWeightTo16x1Float32PassTest, invalid_weight_shape_NEG)
{
FCGraph g;
g.init({ROW, COL}, {1, ROW, COL, 1});
auto fc_node = luci::test::first_node<luci::CircleFullyConnected>(g.g());
ASSERT_NE(fc_node, nullptr);
luci::ShuffleWeightTo16x1Float32Pass pass;
auto ret = pass.run(g.g());
ASSERT_FALSE(ret);
}
TEST(ShuffleWeightTo16x1Float32PassTest, invalid_weight_row16_NEG)
{
FCGraph g;
g.init({COL, ROW}, {COL, ROW});
auto fc_node = luci::test::first_node<luci::CircleFullyConnected>(g.g());
ASSERT_NE(fc_node, nullptr);
luci::ShuffleWeightTo16x1Float32Pass pass;
auto ret = pass.run(g.g());
ASSERT_FALSE(ret);
}
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