ck.hpp 8.39 KB
Newer Older
Umang Yadav's avatar
Umang Yadav committed
1
2
3

#pragma clang diagnostic push
#pragma clang diagnostic ignored "-Weverything"
Chao Liu's avatar
Chao Liu committed
4
// SPDX-License-Identifier: MIT
Illia Silin's avatar
Illia Silin committed
5
// Copyright (c) 2018-2023, Advanced Micro Devices, Inc. All rights reserved.
Chao Liu's avatar
Chao Liu committed
6

Chao Liu's avatar
Chao Liu committed
7
#pragma once
8

9
10
#include "ck/config.h"

JD's avatar
JD committed
11
#ifndef CK_DONT_USE_HIP_RUNTIME_HEADERS
12
13
#include "hip/hip_runtime.h"
#include "hip/hip_fp16.h"
Chao Liu's avatar
Chao Liu committed
14
#endif
15

Chao Liu's avatar
Chao Liu committed
16
17
#define CK_TIME_KERNEL 1

18
19
20
// constant address space for kernel parameter
// https://llvm.org/docs/AMDGPUUsage.html#address-spaces
#define CK_CONSTANT_ADDRESS_SPACE __attribute__((address_space(4)))
Chao Liu's avatar
Chao Liu committed
21
22

// launch bounds
zjing14's avatar
zjing14 committed
23
#define CK_USE_LAUNCH_BOUNDS 1
Chao Liu's avatar
Chao Liu committed
24
25

#ifdef CK_USE_LAUNCH_BOUNDS
26
// for most kernels
Chao Liu's avatar
Chao Liu committed
27
#define CK_MAX_THREAD_PER_BLOCK 256
Chao Liu's avatar
Chao Liu committed
28
#define CK_MIN_BLOCK_PER_CU 2
29
30
31
32

// for wavelet GEMM kernel
#define CK_WAVELET_MAX_THREAD_PER_BLOCK 512
#define CK_WAVELET_MIN_BLOCK_PER_CU 2
Chao Liu's avatar
Chao Liu committed
33
34
#endif

35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
// kernel attribute: amdgpu_waves_per_eu()
#ifdef CK_USE_WAVES_PER_EU
// for 1-wave kernels, control arguments of amdgpu_waves_per_eu() attribute
#ifndef CK_MIN_WAVES_PER_EU
#define CK_MIN_WAVES_PER_EU 0
#endif

#ifndef CK_MAX_WAVES_PER_EU
#define CK_MAX_WAVES_PER_EU 0
#endif

#else
#define CK_USE_WAVES_PER_EU 0
#endif

Chao Liu's avatar
Chao Liu committed
50
// buffer resource
51
52
53
#ifndef __HIP_DEVICE_COMPILE__ // for host code
#define CK_BUFFER_RESOURCE_3RD_DWORD -1
#elif defined(__gfx803__) || defined(__gfx900__) || defined(__gfx906__) || defined(__gfx908__) || \
54
55
    defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) ||                          \
    defined(__gfx942__) // for GPU code
Chao Liu's avatar
Chao Liu committed
56
#define CK_BUFFER_RESOURCE_3RD_DWORD 0x00020000
57
#elif defined(__gfx1030__) // for GPU code
Chao Liu's avatar
Chao Liu committed
58
#define CK_BUFFER_RESOURCE_3RD_DWORD 0x31014000
59
#elif defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) // for GPU code
60
#define CK_BUFFER_RESOURCE_3RD_DWORD 0x31004000
Chao Liu's avatar
Chao Liu committed
61
62
#endif

63
// FMA instruction
64
65
#ifndef __HIP_DEVICE_COMPILE__                   // for host code, define nothing
#elif defined(__gfx803__) || defined(__gfx900__) // for GPU code
66
#define CK_USE_AMD_V_MAC_F32
67
#elif defined(__gfx906__) || defined(__gfx908__) || defined(__gfx90a__) || defined(__gfx1030__) || \
68
    defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__) // for GPU code
69
70
71
72
73
#define CK_USE_AMD_V_FMAC_F32
#define CK_USE_AMD_V_DOT2_F32_F16
#define CK_USE_AMD_V_DOT4_I32_I8
#endif

74
75
76
// MFMA instruction
#ifndef __HIP_DEVICE_COMPILE__ // for host code
#define CK_USE_AMD_MFMA
77
78
#elif defined(__gfx908__) || defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) || \
    defined(__gfx942__) // for GPU code
79
#define CK_USE_AMD_MFMA
80
81
#endif

82
#if(defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__))
83
#define CK_USE_AMD_MFMA_BF16_1K_OP
Chao Liu's avatar
Chao Liu committed
84
85
#endif

86
#if defined(__gfx940__) || defined(__gfx941__) || defined(__gfx942__)
87
88
89
#define CK_USE_AMD_MFMA_GFX940
#endif

90
91
92
// WMMA instruction
#ifndef __HIP_DEVICE_COMPILE__ // for host code
#define CK_USE_AMD_WMMA
93
#elif defined(__gfx1100__) || defined(__gfx1101__) || defined(__gfx1102__) // for GPU code
94
95
96
#define CK_USE_AMD_WMMA
#endif

97
// buffer load
Jianfeng Yan's avatar
Jianfeng Yan committed
98
#define CK_USE_AMD_BUFFER_LOAD 1
99

100
// buffer store
Jianfeng Yan's avatar
Jianfeng Yan committed
101
102
#define CK_USE_AMD_BUFFER_STORE 1

103
104
// buffer atomic add: integer
#define CK_USE_AMD_BUFFER_ATOMIC_ADD_INTEGER 1
105

106
107
108
// buffer atomic add: floating point
#ifndef __HIP_DEVICE_COMPILE__ // for host code
#define CK_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 1
109
110
#elif defined(__gfx908__) || defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) || \
    defined(__gfx942__) // for GPU code
111
112
113
#define CK_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 1
#else // for GPU code
#define CK_USE_AMD_BUFFER_ATOMIC_ADD_FLOAT 0
114
115
#endif

116
117
#if(defined(__gfx90a__) || defined(__gfx940__) || defined(__gfx941__) || \
    defined(__gfx942__)) // for GPU code
rocking5566's avatar
rocking5566 committed
118
119
120
121
122
#define CK_USE_AMD_BUFFER_ATOMIC_MAX_FLOAT64 1
#else
#define CK_USE_AMD_BUFFER_ATOMIC_MAX_FLOAT64 0
#endif

123
124
125
// inline asm
#define CK_USE_AMD_INLINE_ASM 1

126
127
128
129
130
131
// inner product (V_MAC/V_FMAC)
#define CK_USE_AMD_V_MAC_INLINE_ASM 1

// V_DOT inline instructions, less efficient since they require adding
// `s_nop`s to avoid hazard
#define CK_USE_AMD_V_DOT_INLINE_ASM 0
132

133
134
135
// inner product using V_DOT with DPP8 modifiers
#define CK_USE_AMD_V_DOT_DPP8_INLINE_ASM 1

Chao Liu's avatar
Chao Liu committed
136
// block synchronization only s_wait lgkmcnt(0), not vmcnt(0)
137
#define CK_EXPERIMENTAL_BLOCK_SYNC_LDS_WITHOUT_SYNC_VMEM 1
Chao Liu's avatar
Chao Liu committed
138

139
140
// experimental feature: multi index implemented as array
#define CK_EXPERIMENTAL_USE_DYNAMICALLY_INDEXED_MULTI_INDEX 0
Chao Liu's avatar
Chao Liu committed
141

142
143
// experimental feature: static tensor descriptor
#define CK_EXPERIMENTAL_STATIC_TENSOR_DESCRIPTOR 0
Chao Liu's avatar
Chao Liu committed
144

rocking5566's avatar
rocking5566 committed
145
// experimental feature: buffer load/store/atomic-add/ OOB trick
146
// This (ifndef) is a hack to use customized behavior for buffer load rather than using default
Po Yen Chen's avatar
Po Yen Chen committed
147
148
// setting. Don't use this hack unless absolutely necessary!
// FIXME: make the behavior of buffer load a configurable (template) parameter for each usage
149
#ifndef CK_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK
150
#define CK_EXPERIMENTAL_USE_BUFFER_LOAD_OOB_CHECK_OFFSET_TRICK 0
151
#endif
152
#define CK_EXPERIMENTAL_USE_BUFFER_STORE_OOB_CHECK_OFFSET_TRICK 1
zjing14's avatar
zjing14 committed
153
#define CK_EXPERIMENTAL_USE_BUFFER_ATOMIC_ADD_OOB_CHECK_OFFSET_TRICK 1
rocking5566's avatar
rocking5566 committed
154
#define CK_EXPERIMENTAL_USE_BUFFER_ATOMIC_MAX_OOB_CHECK_OFFSET_TRICK 1
155

156
// experimental feature: in-regsiter sub-dword transpose
157
#define CK_EXPERIMENTAL_USE_IN_REGISTER_SUB_DWORD_TRANSPOSE 1
Chao Liu's avatar
Chao Liu committed
158

159
// experimental feature: merge transformation use magic number division
160
#define CK_EXPERIMENTAL_MERGE_USE_MAGIC_DIVISION 1
161

162
163
// experimental feature: use __builtin_memcpy instead of pointer cast to access a vector from
// pointer of scalar
164
165
#define CK_EXPERIMENTAL_USE_MEMCPY_FOR_VECTOR_ACCESS 0

166
// experimental feature: use __builtin_memcpy instead of union to do bit_cast
167
#define CK_EXPERIMENTAL_USE_MEMCPY_FOR_BIT_CAST 1
168

169
// experimental feature: optimize for inter-wave scheduling policy
170
#define CK_EXPERIMENTAL_INTER_WAVE_SCHEDULING 1
171
#define CK_EXPERIMENTAL_INTER_WAVE_SCHEDULING_MAC_CLUSTERS 1
172
173
174
175
176
177
// this will let make_default_loop_scheduler() return interwave scheduling flag by default
#define CK_EXPERIMENTAL_DEFAULT_TO_INTER_WAVE_SCHEDULING 0
// experimental feature: add instances using interwave scheduling
#define CK_EXPERIMENTAL_INTER_WAVE_INSTANCES 1
// experimental feature: add instances using pipeline v2
#define CK_EXPERIMENTAL_PIPELINE_V2_INSTANCES 1
178
179
180
181
// experimental feature: optimize pipeline v2 by IGLP strategy (value=ID of strategy)
#ifndef CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT
#define CK_EXPERIMENTAL_PIPELINE_V2_IGLP_OPT 0
#endif
182

Chao Liu's avatar
Chao Liu committed
183
184
185
186
// hack: have underlying assumption that need to be satsified, otherwise it's a bug
// hack for forcing register to keep idx_diff_low_const in SGPR. idx_diff_low_const must be
// thread-invariant, otherwise it's a bug
// TODO: separate index calculation into "compile-time", "global", "block", "wave", "thread"
Chao Liu's avatar
rename  
Chao Liu committed
187
#define CK_HACK_MERGE_CALCULATE_IDX_DIFF_LOW_CONST_USE_AMD_GCN_READ_FIRST_LANE 0
Chao Liu's avatar
Chao Liu committed
188

189
// workaround: compiler crash when compiling recursive lambda
Chao Liu's avatar
Chao Liu committed
190
#define CK_WORKAROUND_SWDEV_275126 1
191

192
// workaround: compiler crash when using buffer load/store for i8
193
194
#define CK_WORKAROUND_SWDEV_XXXXXX_INT8_BUFFER_LOAD_STORE_ISSUE 1

195
// workaround: compiler gnerating inefficient ds_write instructions
196
#define CK_WORKAROUND_SWDEV_XXXXXX_INT8_DS_WRITE_ISSUE 1
Chao Liu's avatar
Chao Liu committed
197

198
// workaround: verifaction failure, due to compiler regression, for conv bwd-data fp16 using some
199
// tuning parameter
200
#define CK_WORKAROUND_SWDEV_325164 0
201

202
203
204
// workaround: compiler not emiting reciprocal instruction frm __frcp_rn()
#define CK_WORKAROUND_SWDEV_383542 1

ltqin's avatar
ltqin committed
205
206
// workaround: compiler issue on gfx908
#define CK_WORKAROUND_SWDEV_388832 1
207

208
209
210
// flag to enable (1) or disable (0) the debugging output in some kernels
#define DEBUG_LOG 0

211
212
213
// denorm test fix, required to work around dissue
#ifndef CK_WORKAROUND_DENORM_FIX
#define CK_WORKAROUND_DENORM_FIX 0
214
215
216
217
#elif
// enable only on MI200
#define CK_WORKAROUND_DENORM_FIX = CK_WORKAROUND_DENORM_FIX && defined(__gfx90a__)
#endif // CK_WORKAROUND_DENORM_FIX
218

219
220
namespace ck {

221
enum struct InMemoryDataOperationEnum
Chao Liu's avatar
Chao Liu committed
222
{
Chao Liu's avatar
Chao Liu committed
223
    Set,
224
    AtomicAdd,
rocking5566's avatar
rocking5566 committed
225
    AtomicMax,
226
227
228
    Add
};

Chao Liu's avatar
Chao Liu committed
229
// FIXME: use regular Sequence and remove this
rocking5566's avatar
rocking5566 committed
230
231
232
233
234
235
236
237
238
239
240
241
242
template <InMemoryDataOperationEnum... Is>
struct InMemoryDataOperationEnumSequence
{
    static constexpr int mSize = sizeof...(Is);

    __host__ __device__ static constexpr InMemoryDataOperationEnum At(int I)
    {
        // the last dummy element is to prevent compiler complain about empty array, when mSize = 0
        const InMemoryDataOperationEnum mData[mSize + 1] = {Is..., InMemoryDataOperationEnum::Set};
        return mData[I];
    }
};

Chao Liu's avatar
Chao Liu committed
243
// index type
Jianfeng Yan's avatar
Jianfeng Yan committed
244
245
using index_t      = int32_t;
using long_index_t = int64_t;
246
247

} // namespace ck
Umang Yadav's avatar
Umang Yadav committed
248
249

#pragma clang diagnostic pop