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
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
|
// Copyright (c) 2025 Henry Linjamäki / Intel Finland Oy
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
// THE SOFTWARE.
#include "CL/opencl.hpp"
#include "dbk_utils.hh"
#include <algorithm>
#include <array>
#include <cassert>
#include <iomanip>
#include <iostream>
#include <numeric>
#include <string>
#include <vector>
#define ROW_MAJOR 0
#define COL_MAJOR 1
#define TRANSPOSE_NONE 0
#define TRANSPOSE_A 1
#define TRANSPOSE_B 2
int main() {
cl_int Status;
cl::Platform Platform;
cl::Device Dev;
std::string DevName;
std::tie(Platform, Dev, DevName) = findDeviceWithDBK("set_rows_exp");
auto Ctx = cl::Context(Dev);
auto CmdQ = cl::CommandQueue(Ctx, 0, &Status);
TEST_ASSERT(Status == CL_SUCCESS);
TensorDesc RowsDesc({1, 1, 4, 10}, CL_TENSOR_DTYPE_FP32_EXP);
TensorDesc IdxsDesc({1, 1, 1, 4}, CL_TENSOR_DTYPE_INT64_EXP);
TensorDesc DataDesc({1, 1, 8, 10}, CL_TENSOR_DTYPE_FP32_EXP);
RowsDesc.setLayout(TensorLayoutBLAS({3, 2, 1}));
IdxsDesc.setLayout(TensorLayoutBLAS({3, 2, 1}));
DataDesc.setLayout(TensorLayoutBLAS({3, 2, 1}));
cl_dbk_attributes_set_rows_exp SetRowsAttrs{};
memcpy(&SetRowsAttrs.data_in, DataDesc.get(), sizeof(cl_tensor_desc_exp));
memcpy(&SetRowsAttrs.rows, RowsDesc.get(), sizeof(cl_tensor_desc_exp));
memcpy(&SetRowsAttrs.indices, IdxsDesc.get(), sizeof(cl_tensor_desc_exp));
memcpy(&SetRowsAttrs.data_out, DataDesc.get(), sizeof(cl_tensor_desc_exp));
cl::Program Prog;
cl::Kernel Kernel;
std::tie(Prog, Kernel) =
assertCreateDBK(Ctx, Dev, CL_DBK_SET_ROWS_EXP, "set_rows", SetRowsAttrs);
std::vector<float> RowsData(RowsDesc.numElements());
std::iota(RowsData.begin(), RowsData.end(), 100.0f);
std::vector<int64_t> IdxsData{1, 7, 5, 2};
std::vector<float> DataData(DataDesc.numElements());
std::iota(DataData.begin(), DataData.end(), 1.0f);
auto RowsTensor = createTensor(Ctx, RowsDesc, RowsData.data(), &Status);
TEST_ASSERT(Status == CL_SUCCESS);
auto IdxsTensor = createTensor(Ctx, IdxsDesc, IdxsData.data(), &Status);
TEST_ASSERT(Status == CL_SUCCESS);
auto DataTensor = createTensor(Ctx, DataDesc, DataData.data(), &Status);
TEST_ASSERT(Status == CL_SUCCESS);
Kernel.setArg(0, DataTensor);
Kernel.setArg(1, RowsTensor);
Kernel.setArg(2, IdxsTensor);
Kernel.setArg(3, DataTensor);
Status = CmdQ.enqueueNDRangeKernel(Kernel, cl::NullRange, cl::NDRange{1, 1},
cl::NullRange);
TEST_ASSERT(Status == CL_SUCCESS);
std::vector<float> Result(DataDesc.numElements(), 0.0f);
Status = CmdQ.enqueueReadBuffer(DataTensor, CL_FALSE, 0,
DataDesc.getStorageSize(), Result.data());
TEST_ASSERT(Status == CL_SUCCESS);
Status = CmdQ.finish();
TEST_ASSERT(Status == CL_SUCCESS);
std::vector<float> Reference = {
1, 2, 3, 4, 5, 6, 7, 8, 9, 10, //
100, 101, 102, 103, 104, 105, 106, 107, 108, 109, //
130, 131, 132, 133, 134, 135, 136, 137, 138, 139, //
31, 32, 33, 34, 35, 36, 37, 38, 39, 40, //
41, 42, 43, 44, 45, 46, 47, 48, 49, 50, //
120, 121, 122, 123, 124, 125, 126, 127, 128, 129, //
61, 62, 63, 64, 65, 66, 67, 68, 69, 70, //
110, 111, 112, 113, 114, 115, 116, 117, 118, 119};
if (Result != Reference)
return 1;
std::cout << "OK\n";
return 0;
}
|
