1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
|
//
// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
#include <backendsCommon/memoryOptimizationStrategies/ConstLayerMemoryOptimizerStrategy.hpp>
#include <backendsCommon/memoryOptimizationStrategies/MemoryOptimizerStrategyValidator.hpp>
#include <doctest/doctest.h>
#include <vector>
using namespace armnn;
TEST_SUITE("ConstLayerMemoryOptimizerStrategyTestSuite")
{
TEST_CASE("ConstLayerMemoryOptimizerStrategyTest")
{
// create a few memory blocks
MemBlock memBlock0(0, 2, 20, 0, 0);
MemBlock memBlock1(2, 3, 10, 20, 1);
MemBlock memBlock2(3, 5, 15, 30, 2);
MemBlock memBlock3(5, 6, 20, 50, 3);
MemBlock memBlock4(7, 8, 5, 70, 4);
std::vector<MemBlock> memBlocks;
memBlocks.reserve(5);
memBlocks.push_back(memBlock0);
memBlocks.push_back(memBlock1);
memBlocks.push_back(memBlock2);
memBlocks.push_back(memBlock3);
memBlocks.push_back(memBlock4);
// Optimize the memory blocks with ConstLayerMemoryOptimizerStrategy
ConstLayerMemoryOptimizerStrategy constLayerMemoryOptimizerStrategy;
CHECK_EQ(constLayerMemoryOptimizerStrategy.GetName(), std::string("ConstLayerMemoryOptimizerStrategy"));
CHECK_EQ(constLayerMemoryOptimizerStrategy.GetMemBlockStrategyType(), MemBlockStrategyType::SingleAxisPacking);
auto memBins = constLayerMemoryOptimizerStrategy.Optimize(memBlocks);
CHECK(memBins.size() == 5);
CHECK(memBins[1].m_MemBlocks.size() == 1);
CHECK(memBins[1].m_MemBlocks[0].m_Offset == 0);
CHECK(memBins[1].m_MemBlocks[0].m_MemSize == 10);
CHECK(memBins[1].m_MemBlocks[0].m_Index == 1);
CHECK(memBins[4].m_MemBlocks.size() == 1);
CHECK(memBins[4].m_MemBlocks[0].m_Offset == 0);
CHECK(memBins[4].m_MemBlocks[0].m_MemSize == 5);
CHECK(memBins[4].m_MemBlocks[0].m_Index == 4);
}
TEST_CASE("ConstLayerMemoryOptimizerStrategyValidatorTest")
{
// create a few memory blocks
MemBlock memBlock0(0, 2, 20, 0, 0);
MemBlock memBlock1(2, 3, 10, 20, 1);
MemBlock memBlock2(3, 5, 15, 30, 2);
MemBlock memBlock3(5, 6, 20, 50, 3);
MemBlock memBlock4(7, 8, 5, 70, 4);
std::vector<MemBlock> memBlocks;
memBlocks.reserve(5);
memBlocks.push_back(memBlock0);
memBlocks.push_back(memBlock1);
memBlocks.push_back(memBlock2);
memBlocks.push_back(memBlock3);
memBlocks.push_back(memBlock4);
// Optimize the memory blocks with ConstLayerMemoryOptimizerStrategy
ConstLayerMemoryOptimizerStrategy constLayerMemoryOptimizerStrategy;
auto ptr = std::make_shared<ConstLayerMemoryOptimizerStrategy>(constLayerMemoryOptimizerStrategy);
MemoryOptimizerValidator validator(std::move(ptr));
// Ensure ConstLayerMemoryOptimizerStrategy is valid
CHECK(validator.Validate(memBlocks));
}
}
|