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
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
|
/*
* Copyright (c) 2022 Arm Limited.
*
* SPDX-License-Identifier: MIT
*
* 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.
*/
#ifdef ENABLE_EXPERIMENTAL_DYNAMIC_FUSION
#include "src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClStoreKernelComponents.h"
namespace arm_compute
{
namespace experimental
{
namespace dynamic_fusion
{
ComponentType ClStoreBlockBoundaryAwareKernelComponent::get_component_type() const
{
return ComponentType::Store;
}
std::string ClStoreBlockBoundaryAwareKernelComponent::get_component_code() const
{
return R"_(
//------------------ START KERNEL {{meta_kernel_id}} STORE ---------------------
__global uchar *dst_addr = {{dst}}_ptr + {{dst}}_offset_first_element_in_bytes + (g_x * (uint)N0 * sizeof(DATA_TYPE)) + (COMPUTE_M0_START_ROW(g_y, M0, PARTIAL_STORE_M0) * {{dst}}_stride_y);
#if defined(REINTERPRET_OUTPUT_AS_3D)
// Add offset for batched GEMM. The batches will be in the fourth dimension and for this reason we
// multiply dst_stride_z by DEPTH_GEMM3D
dst_addr += g_z * {{dst}}_stride_z * DEPTH_GEMM3D;
#else // defined(REINTERPRET_OUTPUT_AS_3D)
// Add offset for batched GEMM
dst_addr += g_z * {{dst}}_stride_z;
#endif // defined(REINTERPRET_OUTPUT_AS_3D)
STORE_BLOCK_BOUNDARY_AWARE(M0, N0, DATA_TYPE, {{src}}, dst_addr, {{dst}}_stride_y, g_zout, PARTIAL_STORE_M0, PARTIAL_STORE_N0, g_cond_y, g_cond_x);
//------------------ END KERNEL {{meta_kernel_id}} STORE ---------------------
)_";
}
CLBuildOptions ClStoreBlockBoundaryAwareKernelComponent::generate_build_options() const
{
auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
// auto tile_info = _blueprint->impl().get_tile_info();
CLBuildOptions build_opts{};
const auto n0 = _blueprint->impl().get_execution_window().x().step();
const auto m0 = _blueprint->impl().get_execution_window().y().step();
const auto partial_m0 = t_dst_info->dimension(0) % m0;
const auto partial_n0 = t_dst_info->dimension(1) % n0;
build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(t_dst_info->data_type()));
build_opts.add_option("-DM0=" + support::cpp11::to_string(m0));
build_opts.add_option("-DN0=" + support::cpp11::to_string(n0));
build_opts.add_option("-DPARTIAL_STORE_M0=" + support::cpp11::to_string(partial_m0));
build_opts.add_option("-DPARTIAL_STORE_N0=" + support::cpp11::to_string(partial_n0));
return build_opts;
}
void ClStoreBlockBoundaryAwareKernelComponent::allocate_shared_vars(SharedVarTable &vtable) const
{
vtable.add(_src, _blueprint->impl().group(_src.arg_id), ClKernelArgDescriptor(_src.arg_id, ClKernelTensorArgType::Image_3D), "src");
vtable.add(_dst, _blueprint->impl().group(_dst.arg_id), ClKernelArgDescriptor(_dst.arg_id, ClKernelTensorArgType::Image_3D), "dst");
}
ClStoreBlockBoundaryAwareKernelComponent::TagLUT ClStoreBlockBoundaryAwareKernelComponent::get_tag_lut(const SharedVarTable &vtable) const
{
return {
{ "meta_kernel_id", id() },
{ "src", vtable.get(_src) },
{ "dst", vtable.get(_dst) },
};
}
ComponentType ClStoreIndirectWidthSelectKernelComponent::get_component_type() const
{
return ComponentType::Store;
}
std::string ClStoreIndirectWidthSelectKernelComponent::get_component_code() const
{
return R"_(
//------------------ START KERNEL {{meta_kernel_id}} STORE ---------------------
{
// This also follows NHWC layout
// cout maps to global_id(0) maps to Channel
// mout maps to global_id(1) maps to Height and Weight (Collapsed Window)
// bout maps to global_id(3) maps to N / Batch
#define _IDST_WIDTH {{dst}}_w
#define _IDST_HEIGHT {{dst}}_h
TILE(uint, M0, 1, dst_indirect_y);
// Calculate the destination indirect Y
LOOP_UNROLLING(int, i, 0, 1, M0,
{
dst_indirect_y[i].v = (uint)min(mout + i, (int)(_IDST_WIDTH * _IDST_HEIGHT) - 1);
dst_indirect_y[i].v += bout * (int)(_IDST_WIDTH * _IDST_HEIGHT);
})
bool x_cond = PARTIAL_N0 != 0 && get_global_id(0) == 0;
T_STORE_INDIRECT_WIDTH_SELECT({{DST_DATA_TYPE}}, M0, N0, PARTIAL_N0, {{DST_TENSOR_TYPE}}, {{dst}}, cout, {{dst}}_stride_y, x_cond, {{src}}, dst_indirect_y);
#undef _IDST_WIDTH
#undef _IDST_HEIGHT
//------------------ END KERNEL {{meta_kernel_id}} STORE ---------------------
}
)_";
}
CLBuildOptions ClStoreIndirectWidthSelectKernelComponent::generate_build_options() const
{
CLBuildOptions build_opts{};
return build_opts;
}
void ClStoreIndirectWidthSelectKernelComponent::allocate_shared_vars(SharedVarTable &vtable) const
{
vtable.add(_src, _blueprint->impl().group(_src.arg_id), ClKernelArgDescriptor(_src.arg_id, ClKernelTensorArgType::Tensor_4D_t_Buffer), "src");
vtable.add(_dst, _blueprint->impl().group(_dst.arg_id), ClKernelArgDescriptor(_dst.arg_id, ClKernelTensorArgType::Tensor_4D_t_Buffer), "dst");
}
ClStoreIndirectWidthSelectKernelComponent::TagLUT ClStoreIndirectWidthSelectKernelComponent::get_tag_lut(const SharedVarTable &vtable) const
{
TagLUT lut{};
// Arguments and global shared variables
lut["src"] = vtable.get(_src);
lut["dst"] = vtable.get(_dst);
// Local build options
lut["meta_kernel_id"] = id();
lut["DST_TENSOR_TYPE"] = "BUFFER";
const auto dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
lut["DST_DATA_TYPE"] = dst_info->data_type();
return lut;
}
} // namespace dynamic_fusion
} // namespace experimental
} // namespace arm_compute
#endif /* ENABLE_EXPERIMENTAL_DYNAMIC_FUSION */
|
