CMakeLists.txt 11 KB
Newer Older
Umang Yadav's avatar
Umang Yadav committed
1
# ####################################################################################
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
# The MIT License (MIT)
#
# Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved.
#
# 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.
Umang Yadav's avatar
Umang Yadav committed
23
# ####################################################################################
Paul's avatar
Paul committed
24

Umang Yadav's avatar
Umang Yadav committed
25
list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
26
27
28
29
find_package(hip)
if(NOT GPU_TARGETS)
    message(FATAL_ERROR "HIP package is broken and has no GPU_TARGETS, please pass -DGPU_TARGETS=$(/opt/rocm/bin/rocminfo | grep -o -m1 'gfx.*') to cmake to build for your gpu.")
endif()
Paul's avatar
Paul committed
30
31
find_package(miopen)

32
33
34
35
# rocblas
find_package(rocblas REQUIRED PATHS /opt/rocm)
message(STATUS "Build with rocblas")

Paul's avatar
Paul committed
36
37
38
39
if(NOT TARGET MIOpen)
    message(SEND_ERROR "Cant find miopen")
endif()

40
41
42
43
if(NOT WIN32)
    # TODO: re-enable when CK is ported to Windows
    find_package(composable_kernel 1.0.0 REQUIRED COMPONENTS jit_library)
endif()
44

Chris Austen's avatar
Chris Austen committed
45
46
47
48
49
if(BUILD_DEV)
    set(MIGRAPHX_USE_HIPRTC OFF CACHE BOOL "Use hipRTC APIs")
else()
    set(MIGRAPHX_USE_HIPRTC ON CACHE BOOL "Use hipRTC APIs")
endif()
Umang Yadav's avatar
Umang Yadav committed
50

51
file(GLOB KERNEL_FILES CONFIGURE_DEPENDS
52
    ${CMAKE_CURRENT_SOURCE_DIR}/kernels/include/migraphx/kernels/*.hpp)
53
54
55
56
57
58
59
60
61
62
63
64

if(WIN32)
    # TODO: re-enable when CK is ported to Windows
    list(REMOVE_ITEM KERNEL_FILES
        ${CMAKE_CURRENT_SOURCE_DIR}/kernels/include/migraphx/kernels/ck_gemm.hpp
        ${CMAKE_CURRENT_SOURCE_DIR}/kernels/include/migraphx/kernels/ck.hpp)
endif()

if(NOT WIN32)
    include(Embed)
    add_embed_library(migraphx_kernels ${KERNEL_FILES} RELATIVE ${CMAKE_CURRENT_SOURCE_DIR}/kernels/include/)
endif()
65

66
configure_file(device/targets.hpp.in include/migraphx/gpu/device/targets.hpp)
67
file(GLOB DEVICE_GPU_SRCS CONFIGURE_DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/device/*.cpp)
68
69
add_library(migraphx_device ${DEVICE_GPU_SRCS})

70
71
add_library(compile_for_gpu INTERFACE)
target_compile_options(compile_for_gpu INTERFACE -std=c++17 -fno-gpu-rdc -Wno-cuda-compat -Wno-unused-command-line-argument -Xclang -fallow-half-arguments-and-returns)
72
target_link_libraries(compile_for_gpu INTERFACE hip::device -fno-gpu-rdc -Wno-invalid-command-line-argument -Wno-unused-command-line-argument -Wno-option-ignored)
73
check_cxx_compiler_flag("--cuda-host-only -fhip-lambda-host-device -x hip" HAS_HIP_LAMBDA_HOST_DEVICE)
Umang Yadav's avatar
Umang Yadav committed
74

75
if(HAS_HIP_LAMBDA_HOST_DEVICE)
Umang Yadav's avatar
Umang Yadav committed
76
77
    message(STATUS "Enable -fhip-lambda-host-device")
    target_compile_options(compile_for_gpu INTERFACE -fhip-lambda-host-device)
78
endif()
79
80
81
82
83
84

set_target_properties(migraphx_device PROPERTIES EXPORT_NAME device)
rocm_set_soversion(migraphx_device ${MIGRAPHX_SO_VERSION})
rocm_clang_tidy_check(migraphx_device)
target_link_libraries(migraphx_device PUBLIC migraphx)
target_link_libraries(migraphx_device PRIVATE compile_for_gpu)
Paul's avatar
Paul committed
85
target_include_directories(migraphx_device PUBLIC $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>)
86
target_include_directories(migraphx_device PRIVATE $<BUILD_INTERFACE:${CMAKE_CURRENT_BINAR_DIR}/include>)
Paul's avatar
Paul committed
87
target_include_directories(migraphx_device PRIVATE $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/device/include>)
88
89
target_compile_options(migraphx_device PRIVATE -Wno-ignored-attributes)
migraphx_generate_export_header(migraphx_device DIRECTORY migraphx/gpu/device)
90

91
add_library(kernel_file_check EXCLUDE_FROM_ALL)
Umang Yadav's avatar
Umang Yadav committed
92

93
94
95
96
97
foreach(KERNEL_FILE ${KERNEL_FILES})
    get_filename_component(KERNEL_BASE_FILE ${KERNEL_FILE} NAME_WE)
    file(WRITE ${CMAKE_CURRENT_BINARY_DIR}/kernels/include/migraphx/kernels/${KERNEL_BASE_FILE}.cpp "#include <migraphx/kernels/${KERNEL_BASE_FILE}.hpp>\n")
    target_sources(kernel_file_check PRIVATE ${CMAKE_CURRENT_BINARY_DIR}/kernels/include/migraphx/kernels/${KERNEL_BASE_FILE}.cpp)
endforeach()
Umang Yadav's avatar
Umang Yadav committed
98

99
target_compile_definitions(kernel_file_check PRIVATE -DMIGRAPHX_NLOCAL=256)
100
101
102
103
104
target_include_directories(kernel_file_check PRIVATE $<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/kernels/include/>)
target_link_libraries(kernel_file_check compile_for_gpu)

rocm_clang_tidy_check(kernel_file_check)

105
file(GLOB JIT_GPU_SRCS CONFIGURE_DEPENDS ${CMAKE_CURRENT_SOURCE_DIR}/jit/*.cpp)
106

turneram's avatar
turneram committed
107
if(WIN32)
108
109
110
111
    # TODO: re-enable when CK is ported to Windows
    list(REMOVE_ITEM JIT_GPU_SRCS ${CMAKE_CURRENT_SOURCE_DIR}/jit/ck_gemm.cpp)
endif()

Paul's avatar
Paul committed
112
add_library(migraphx_gpu
Shucai Xiao's avatar
Shucai Xiao committed
113
    abs.cpp
114
    analyze_streams.cpp
115
    allocation_model.cpp
Shucai Xiao's avatar
Shucai Xiao committed
116
117
    argmax.cpp
    argmin.cpp
118
    code_object_op.cpp
119
    compile_ops.cpp
Paul Fultz II's avatar
Paul Fultz II committed
120
    compile_gen.cpp
Shucai Xiao's avatar
Shucai Xiao committed
121
    compile_hip.cpp
122
    compile_hip_code_object.cpp
123
    compile_miopen.cpp
124
    compiler.cpp
125
    device_name.cpp
126
    fuse_ck.cpp
Paul Fultz II's avatar
Paul Fultz II committed
127
    fuse_mlir.cpp
Paul's avatar
Paul committed
128
    fuse_ops.cpp
Shucai Xiao's avatar
Shucai Xiao committed
129
130
    gather.cpp
    gemm_impl.cpp
Paul's avatar
Paul committed
131
    hip.cpp
Shucai Xiao's avatar
Shucai Xiao committed
132
133
134
    int8_conv_pack.cpp
    int8_gemm_pack.cpp
    kernel.cpp
Paul's avatar
Paul committed
135
    lowering.cpp
136
    logsoftmax.cpp
Shucai Xiao's avatar
Shucai Xiao committed
137
    loop.cpp
Khalique's avatar
Khalique committed
138
    lrn.cpp
Paul Fultz II's avatar
Paul Fultz II committed
139
    mlir.cpp
turneram's avatar
turneram committed
140
    multinomial.cpp
141
    no_device.cpp
Shucai Xiao's avatar
Shucai Xiao committed
142
    nonzero.cpp
Shucai Xiao's avatar
Shucai Xiao committed
143
    pack_args.cpp
144
    pack_int8_args.cpp
145
    prefuse_ops.cpp
Shucai Xiao's avatar
Shucai Xiao committed
146
    pad.cpp
147
    perfdb.cpp
Shucai Xiao's avatar
Shucai Xiao committed
148
    pooling.cpp
Cagri Eryilmaz's avatar
Cagri Eryilmaz committed
149
    reverse.cpp
Shucai Xiao's avatar
Shucai Xiao committed
150
    rnn_variable_seq_lens.cpp
Shucai Xiao's avatar
Shucai Xiao committed
151
    rocblas.cpp
152
    scatter.cpp
Shucai Xiao's avatar
Shucai Xiao committed
153
    schedule_model.cpp
154
    sync_device.cpp
Shucai Xiao's avatar
Shucai Xiao committed
155
    target.cpp
156
    time_op.cpp
Shucai Xiao's avatar
Shucai Xiao committed
157
    topk.cpp
Shucai Xiao's avatar
Shucai Xiao committed
158
    write_literals.cpp
159
    ${JIT_GPU_SRCS}
Paul's avatar
Paul committed
160
)
161

Paul's avatar
Paul committed
162
set_target_properties(migraphx_gpu PROPERTIES EXPORT_NAME gpu)
163
migraphx_generate_export_header(migraphx_gpu)
164

165
166
167
168
169
function(register_migraphx_gpu_ops PREFIX)
    foreach(OP ${ARGN})
        register_op(migraphx_gpu HEADER migraphx/gpu/${OP}.hpp OPERATORS gpu::${PREFIX}${OP} INCLUDES migraphx/gpu/context.hpp)
    endforeach()
endfunction()
Umang Yadav's avatar
Umang Yadav committed
170

171
172
173
174
175
register_migraphx_gpu_ops(hip_
    argmax
    argmin
    gather
    logsoftmax
Shucai Xiao's avatar
Shucai Xiao committed
176
    loop
turneram's avatar
turneram committed
177
    multinomial
Shucai Xiao's avatar
Shucai Xiao committed
178
    nonzero
179
    pad
180
    prefix_scan_sum
Cagri Eryilmaz's avatar
Cagri Eryilmaz committed
181
    reverse
182
    scatter
Shucai Xiao's avatar
Shucai Xiao committed
183
    topk
184
185
186
187
188
189
190
191
)
register_migraphx_gpu_ops(miopen_
    abs
    contiguous
    int8_conv_pack
    lrn
    pooling
)
Umang Yadav's avatar
Umang Yadav committed
192
193
register_op(migraphx_gpu
    HEADER migraphx/gpu/rnn_variable_seq_lens.hpp
194
195
    OPERATORS gpu::hip_rnn_var_sl_shift_sequence gpu::hip_rnn_var_sl_shift_output gpu::hip_rnn_var_sl_last_output
    INCLUDES migraphx/gpu/context.hpp)
Umang Yadav's avatar
Umang Yadav committed
196
197
register_op(migraphx_gpu
    HEADER migraphx/gpu/int8_gemm_pack.hpp
198
199
    OPERATORS gpu::hip_int8_gemm_pack_a gpu::hip_int8_gemm_pack_b
    INCLUDES migraphx/gpu/context.hpp)
Umang Yadav's avatar
Umang Yadav committed
200
201
register_op(migraphx_gpu
    HEADER migraphx/gpu/gemm.hpp
202
203
    OPERATORS gpu::rocblas_gemm<op::dot> gpu::rocblas_gemm<op::quant_dot>
    INCLUDES migraphx/gpu/context.hpp)
Umang Yadav's avatar
Umang Yadav committed
204
register_op(migraphx_gpu HEADER migraphx/gpu/convolution.hpp
205
    OPERATORS gpu::miopen_convolution<op::convolution> gpu::miopen_convolution<op::convolution_backwards> gpu::miopen_convolution<op::quant_convolution>
206
    INCLUDES migraphx/gpu/context.hpp)
Paul's avatar
Paul committed
207
rocm_set_soversion(migraphx_gpu ${MIGRAPHX_SO_VERSION})
Paul's avatar
Paul committed
208
rocm_clang_tidy_check(migraphx_gpu)
Paul Fultz II's avatar
Paul Fultz II committed
209

210
set(MIGRAPHX_ENABLE_MLIR ON CACHE BOOL "")
Umang Yadav's avatar
Umang Yadav committed
211

212
if(MIGRAPHX_ENABLE_MLIR)
213
214
215
    # Find package rocMLIR
    find_package(rocMLIR 1.0.0 CONFIG REQUIRED)
    message(STATUS "Build with rocMLIR::rockCompiler ${rocMLIR_VERSION}")
Paul Fultz II's avatar
Paul Fultz II committed
216
    target_compile_definitions(migraphx_gpu PRIVATE "-DMIGRAPHX_MLIR")
217
218
219
    # Make this private to avoid multiple inclusions of LLVM symbols.
    # TODO: Fix rocMLIR's library to hide LLVM internals.
    target_link_libraries(migraphx_gpu PRIVATE rocMLIR::rockCompiler)
220
221
endif()

222
if(MIGRAPHX_USE_HIPRTC)
Umang Yadav's avatar
Umang Yadav committed
223
224
    message(STATUS "MIGraphX is using hipRTC")
    target_compile_definitions(migraphx_gpu PRIVATE -DMIGRAPHX_USE_HIPRTC=1)
225
else()
Umang Yadav's avatar
Umang Yadav committed
226
    message(STATUS "MIGraphX is using HIP Clang")
227

Umang Yadav's avatar
Umang Yadav committed
228
229
230
231
232
233
234
235
236
237
    # Get flags needed to compile hip
    include(TargetFlags)
    target_flags(HIP_COMPILER_FLAGS hip::device)

    # Remove cuda arch flags
    string(REGEX REPLACE --cuda-gpu-arch=[a-z0-9]+ "" HIP_COMPILER_FLAGS "${HIP_COMPILER_FLAGS}")
    string(REGEX REPLACE --offload-arch=[a-z0-9:+-]+ "" HIP_COMPILER_FLAGS "${HIP_COMPILER_FLAGS}")

    # Skip library paths since hip will incorrectly treat it as a source file
    string(APPEND HIP_COMPILER_FLAGS " ")
238

Umang Yadav's avatar
Umang Yadav committed
239
240
241
242
    foreach(_unused RANGE 2)
        string(REGEX REPLACE " /[^ ]+\\.(a|so) " " " HIP_COMPILER_FLAGS "${HIP_COMPILER_FLAGS}")
    endforeach()

Artur Wojcik's avatar
quots  
Artur Wojcik committed
243
    message(STATUS "Hip compiler flags: \"${HIP_COMPILER_FLAGS}\"")
Umang Yadav's avatar
Umang Yadav committed
244
    target_compile_definitions(migraphx_gpu PRIVATE
Artur Wojcik's avatar
quots  
Artur Wojcik committed
245
246
        -DMIGRAPHX_HIP_COMPILER="${CMAKE_CXX_COMPILER}"
        -DMIGRAPHX_HIP_COMPILER_FLAGS="${HIP_COMPILER_FLAGS}"
Umang Yadav's avatar
Umang Yadav committed
247
248
249
250
251
    )

    if(DEFINED CMAKE_CXX_COMPILER_LAUNCHER)
        execute_process(COMMAND which ${CMAKE_CXX_COMPILER_LAUNCHER} OUTPUT_VARIABLE MIGRAPHX_HIP_COMPILER_LAUNCHER)
        string(STRIP "${MIGRAPHX_HIP_COMPILER_LAUNCHER}" MIGRAPHX_HIP_COMPILER_LAUNCHER)
Artur Wojcik's avatar
quots  
Artur Wojcik committed
252
        target_compile_definitions(migraphx_gpu PRIVATE -DMIGRAPHX_HIP_COMPILER_LAUNCHER="${MIGRAPHX_HIP_COMPILER_LAUNCHER}")
Umang Yadav's avatar
Umang Yadav committed
253
    endif()
254
endif()
Paul Fultz II's avatar
Paul Fultz II committed
255

256
257
258
259
# Check miopen find mode api
include(CheckLibraryExists)
get_target_property(MIOPEN_LOCATION MIOpen LOCATION)
check_library_exists(MIOpen "miopenHiddenSetConvolutionFindMode" "${MIOPEN_LOCATION}" HAS_FIND_MODE_API)
260
check_library_exists(MIOpen "miopenFindSolutions" "${MIOPEN_LOCATION}" HAS_FIND_2_API)
261

Umang Yadav's avatar
Umang Yadav committed
262
set(MIGRAPHX_USE_FIND_2_API "${HAS_FIND_2_API}" CACHE BOOL "")
263

Umang Yadav's avatar
Umang Yadav committed
264
if(MIGRAPHX_USE_FIND_2_API)
265
266
267
268
269
270
    check_library_exists(MIOpen "miopenSetFindOptionPreallocatedTensor" "${MIOPEN_LOCATION}" HAS_PREALLOCATION_API)
    if(HAS_PREALLOCATION_API)
        target_compile_definitions(migraphx_gpu PUBLIC -DMIGRAPHX_HAS_FIND_2_API -DMIGRAPHX_PREALLOCATE_MIOPEN_BUFFERS)
    else()
        target_compile_definitions(migraphx_gpu PUBLIC -DMIGRAPHX_HAS_FIND_2_API)
    endif()
271
272
273
274
    message(STATUS "MIGraphx is using Find-2.0 API of MIOpen")
else()
    message(STATUS "MIGraphx is using legacy Find API in MIOpen")
endif()
275

276
277
if(HAS_FIND_MODE_API)
    target_compile_definitions(migraphx_gpu PUBLIC -DMIGRAPHX_HAS_FIND_MODE_API)
278
    message(STATUS "MIGraphx is using Find Mode API of MIOpen")
279
280
281
282
else()
    message(STATUS "MIOpen does not have find mode api")
endif()

Paul's avatar
Paul committed
283
target_link_libraries(migraphx_gpu PUBLIC migraphx MIOpen roc::rocblas)
284
285
286
287
288
target_link_libraries(migraphx_gpu PRIVATE migraphx_device migraphx_kernels)
if(NOT WIN32)
    # TODO: re-enable when CK is ported to Windows
    target_link_libraries(migraphx_gpu PRIVATE composable_kernel::jit_library)
endif()
mei-ye's avatar
mei-ye committed
289

290
add_subdirectory(driver)
291
add_subdirectory(hiprtc)
292

Paul's avatar
Paul committed
293
rocm_install_targets(
Umang Yadav's avatar
Umang Yadav committed
294
295
    TARGETS migraphx_gpu migraphx_device compile_for_gpu
    INCLUDE
Paul's avatar
Paul committed
296
297
    ${CMAKE_CURRENT_SOURCE_DIR}/include
)