9d34098350
* Add install into CMakeLists.txt file- resolves 'no hip module' issues.
* Readd printout line for peak VALU during benchmarking removed on accident in a different commit.
* Add CHANGELOG entry for commit 2bfa9a4 ("Integrate roofline benchmark into rocprof-compute (#2015)")
Signed-off-by: Carrie Fallows <Carrie.Fallows@amd.com>
* Run formatter checks on rocprof-compute to clear PR checks
Signed-off-by: Carrie Fallows <Carrie.Fallows@amd.com>
* Update benchmark.py link in changelog
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
* Apply suggestions to CHANGELOG from code review
Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
---------
Signed-off-by: Carrie Fallows <Carrie.Fallows@amd.com>
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
Co-authored-by: Pratik Basyal <pratik.basyal@amd.com>
442 satır
12 KiB
Python
442 satır
12 KiB
Python
##############################################################################
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# MIT License
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#
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# Copyright (c) 2025 Advanced Micro Devices, Inc. All Rights Reserved.
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in
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# all copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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# THE SOFTWARE.
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##############################################################################
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import ctypes
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import os
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from ctypes import (
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POINTER,
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Structure,
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byref,
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c_char,
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c_char_p,
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c_float,
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c_int,
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c_size_t,
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c_uint,
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c_uint8,
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c_void_p,
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)
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_lib = ctypes.CDLL(f"{os.getenv('ROCM_PATH', '/opt/rocm')}/lib/libamdhip64.so")
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# Mirrors struct hipUUID_t
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class HIPUUID(Structure):
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_fields_ = [
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("uuid", c_uint8 * 16),
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]
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# Mirrors hipDeviceArch_t
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class HIPDeviceArch(Structure):
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_fields_ = [
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# 32-bit Atomics
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("hasGlobalInt32Atomics", c_uint, 1),
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("hasGlobalFloatAtomicExch", c_uint, 1),
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("hasSharedInt32Atomics", c_uint, 1),
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("hasSharedFloatAtomicExch", c_uint, 1),
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("hasFloatAtomicAdd", c_uint, 1),
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# 64-bit Atomics
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("hasGlobalInt64Atomics", c_uint, 1),
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("hasSharedInt64Atomics", c_uint, 1),
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# Doubles
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("hasDoubles", c_uint, 1),
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# Warp cross-lane operations
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("hasWarpVote", c_uint, 1),
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("hasWarpBallot", c_uint, 1),
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("hasWarpShuffle", c_uint, 1),
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("hasFunnelShift", c_uint, 1),
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# Sync
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("hasThreadFenceSystem", c_uint, 1),
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("hasSyncThreadsExt", c_uint, 1),
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# Misc
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("hasSurfaceFuncs", c_uint, 1),
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("has3dGrid", c_uint, 1),
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("hasDynamicParallelism", c_uint, 1),
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]
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# Mirrors hipDeviceProp_tR0600
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class HIPDeviceProperties(Structure):
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_fields_ = [
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("name_str", c_char * 256),
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("uuid", HIPUUID),
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("luid", c_char * 8),
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("luidDeviceNodeMask", c_uint),
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("totalGlobalMem", c_size_t),
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("sharedMemPerBlock", c_size_t),
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("regsPerBlock", c_int),
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("warpSize", c_int),
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("memPitch", c_size_t),
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("maxThreadsPerBlock", c_int),
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("maxThreadsDim", c_int * 3),
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("maxGridSize", c_int * 3),
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("clockRate", c_int),
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("totalConstMem", c_size_t),
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("major", c_int),
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("minor", c_int),
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("textureAlignment", c_size_t),
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("texturePitchAlignment", c_size_t),
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("deviceOverlap", c_int),
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("multiProcessorCount", c_int),
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("kernelExecTimeoutEnabled", c_int),
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("integrated", c_int),
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("canMapHostMemory", c_int),
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("computeMode", c_int),
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("maxTexture1D", c_int),
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("maxTexture1DMipmap", c_int),
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("maxTexture1DLinear", c_int),
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("maxTexture2D", c_int * 2),
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("maxTexture2DMipmap", c_int * 2),
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("maxTexture2DLinear", c_int * 3),
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("maxTexture2DGather", c_int * 2),
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("maxTexture3D", c_int * 3),
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("maxTexture3DAlt", c_int * 3),
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("maxTextureCubemap", c_int),
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("maxTexture1DLayered", c_int * 2),
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("maxTexture2DLayered", c_int * 3),
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("maxTextureCubemapLayered", c_int * 2),
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("maxSurface1D", c_int),
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("maxSurface2D", c_int * 2),
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("maxSurface3D", c_int * 3),
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("maxSurface1DLayered", c_int * 2),
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("maxSurface2DLayered", c_int * 3),
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("maxSurfaceCubemap", c_int),
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("maxSurfaceCubemapLayered", c_int * 2),
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("surfaceAlignment", c_size_t),
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("concurrentKernels", c_int),
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("ECCEnabled", c_int),
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("pciBusID", c_int),
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("pciDeviceID", c_int),
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("pciDomainID", c_int),
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("tccDriver", c_int),
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("asyncEngineCount", c_int),
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("unifiedAddressing", c_int),
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("memoryClockRate", c_int),
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("memoryBusWidth", c_int),
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("l2CacheSize", c_int),
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("persistingL2CacheMaxSize", c_int),
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("maxThreadsPerMultiProcessor", c_int),
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("streamPrioritiesSupported", c_int),
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("globalL1CacheSupported", c_int),
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("localL1CacheSupported", c_int),
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("sharedMemPerMultiprocessor", c_size_t),
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("regsPerMultiprocessor", c_int),
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("managedMemory", c_int),
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("isMultiGpuBoard", c_int),
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("multiGpuBoardGroupID", c_int),
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("hostNativeAtomicSupported", c_int),
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("singleToDoublePrecisionPerfRatio", c_int),
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("pageableMemoryAccess", c_int),
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("concurrentManagedAccess", c_int),
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("computePreemptionSupported", c_int),
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("canUseHostPointerForRegisteredMem", c_int),
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("cooperativeLaunch", c_int),
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("cooperativeMultiDeviceLaunch", c_int),
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("sharedMemPerBlockOptin", c_size_t),
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("pageableMemoryAccessUsesHostPageTables", c_int),
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("directManagedMemAccessFromHost", c_int),
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("maxBlocksPerMultiProcessor", c_int),
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("accessPolicyMaxWindowSize", c_int),
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("reservedSharedMemPerBlock", c_size_t),
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("hostRegisterSupported", c_int),
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("sparseHipArraySupported", c_int),
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("hostRegisterReadOnlySupported", c_int),
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("timelineSemaphoreInteropSupported", c_int),
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("memoryPoolsSupported", c_int),
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("gpuDirectRDMASupported", c_int),
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("gpuDirectRDMAFlushWritesOptions", c_uint),
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("gpuDirectRDMAWritesOrdering", c_int),
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("memoryPoolSupportedHandleTypes", c_uint),
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("deferredMappingHipArraySupported", c_int),
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("ipcEventSupported", c_int),
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("clusterLaunch", c_int),
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("unifiedFunctionPointers", c_int),
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("reserved", c_int * 63),
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("hipReserved", c_int * 32),
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# HIP-only
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("gcnArchName_str", c_char * 256),
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("maxSharedMemoryPerMultiProcessor", c_size_t),
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("clockInstructionRate", c_int),
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("arch", HIPDeviceArch),
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("hdpMemFlushCntl", POINTER(c_uint)),
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("hdpRegFlushCntl", POINTER(c_uint)),
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("cooperativeMultiDeviceUnmatchedFunc", c_int),
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("cooperativeMultiDeviceUnmatchedGridDim", c_int),
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("cooperativeMultiDeviceUnmatchedBlockDim", c_int),
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("cooperativeMultiDeviceUnmatchedSharedMem", c_int),
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("isLargeBar", c_int),
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("asicRevision", c_int),
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]
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# Add properties as needed
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@property
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def name(self) -> str:
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return self.name_str.decode("utf-8")
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@property
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def gcnArchName(self) -> str:
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return self.gcnArchName_str.decode("utf-8")
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# Declare HIP functions here
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_lib.hipGetDeviceCount.restype = c_int
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_lib.hipGetDeviceCount.argtypes = [POINTER(c_int)]
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_lib.hipGetDevicePropertiesR0600.restype = c_int
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_lib.hipGetDevicePropertiesR0600.argtypes = [POINTER(HIPDeviceProperties), c_int]
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_lib.hipMalloc.restype = c_int
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_lib.hipMalloc.argtypes = [POINTER(c_void_p), c_size_t]
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_lib.hipFree.restype = c_int
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_lib.hipFree.argtypes = [c_void_p]
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_lib.hipMemcpyHtoD.restype = c_int
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_lib.hipMemcpyHtoD.argtypes = [c_void_p, c_void_p, c_size_t]
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_lib.hipMemcpyDtoH.restype = c_int
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_lib.hipMemcpyDtoH.argtypes = [c_void_p, c_void_p, c_size_t]
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_lib.hipSetDevice.restype = c_int
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_lib.hipSetDevice.argtypes = [c_int]
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_lib.hipModuleLoadData.restype = c_int
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_lib.hipModuleLoadData.argtypes = [POINTER(c_void_p), c_char_p]
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_lib.hipModuleUnload.restype = c_int
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_lib.hipModuleUnload.argtypes = [c_void_p]
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_lib.hipModuleGetFunction.restype = c_int
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_lib.hipModuleGetFunction.argtypes = [POINTER(c_void_p), c_void_p, c_char_p]
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_lib.hipDeviceSynchronize.restype = c_int
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_lib.hipDeviceSynchronize.argtypes = []
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_lib.hipModuleLaunchKernel.restype = c_int
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_lib.hipModuleLaunchKernel.argtypes = [
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c_void_p,
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c_uint,
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c_uint,
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c_uint,
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c_uint,
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c_uint,
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c_uint,
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c_uint,
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c_void_p,
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POINTER(c_void_p),
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POINTER(c_void_p),
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]
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_lib.hipEventCreate.restype = c_int
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_lib.hipEventCreate.argtypes = [POINTER(c_void_p)]
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_lib.hipEventDestroy.restype = c_int
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_lib.hipEventDestroy.argtypes = [c_void_p]
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_lib.hipEventRecord.restype = c_int
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_lib.hipEventRecord.argtypes = [c_void_p, c_void_p]
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_lib.hipEventElapsedTime.restype = c_int
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_lib.hipEventElapsedTime.argtypes = [POINTER(c_float), c_void_p, c_void_p]
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class HIPError(Exception):
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def __init__(self, code: int) -> None:
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self.code = code
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self.message = f"HIP Error {self.code}"
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def __str__(self) -> str:
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return self.message
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class HIPDeviceMemory:
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def __init__(self, ptr: POINTER) -> None:
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self.ptr = ptr
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def __del__(self) -> None:
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_lib.hipFree(self.ptr)
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class HIPEvent:
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def __init__(self, handle: POINTER) -> None:
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self.handle = handle
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def __del__(self) -> None:
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_lib.hipEventDestroy(self.handle)
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class HIPModule:
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def __init__(self, handle: POINTER) -> None:
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self.handle = handle
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def __del__(self) -> None:
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_lib.hipModuleUnload(self.handle)
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# Implement HIP functions here
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def hipGetDeviceCount() -> int:
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device_count = c_int()
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status = _lib.hipGetDeviceCount(byref(device_count))
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if status != 0:
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raise HIPError(status)
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return device_count.value
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def hipGetDeviceProperties(device_id: int) -> HIPDeviceProperties:
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props = HIPDeviceProperties()
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res = _lib.hipGetDevicePropertiesR0600(byref(props), device_id)
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if res != 0:
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raise HIPError(res)
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return props
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def hipMalloc(size: int) -> HIPDeviceMemory:
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buf_size = c_size_t(size)
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ptr = c_void_p()
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status = _lib.hipMalloc(byref(ptr), buf_size)
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if status != 0:
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raise HIPError(status)
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return HIPDeviceMemory(ptr)
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def hipMemcpyHtoD(dst: HIPDeviceMemory, src: POINTER, size: int) -> None:
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res = _lib.hipMemcpyHtoD(dst.ptr, src, size)
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if res != 0:
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raise HIPError(res)
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def hipMemcpyDtoH(dst: POINTER, src: HIPDeviceMemory, size: int) -> None:
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res = _lib.hipMemcpyDtoH(dst, src.ptr, size)
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if res != 0:
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raise HIPError(res)
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def hipSetDevice(id: int) -> None:
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status = _lib.hipSetDevice(id)
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if status != 0:
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raise HIPError(status)
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def hipDeviceSynchronize() -> None:
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res = _lib.hipDeviceSynchronize()
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if res != 0:
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raise HIPError(res)
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def hipModuleLoadData(code: POINTER) -> HIPModule:
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module = c_void_p()
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res = _lib.hipModuleLoadData(byref(module), code)
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if res != 0:
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raise HIPError(res)
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return HIPModule(module)
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def hipModuleGetFunction(module: POINTER, name: str) -> POINTER:
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name_bytes = name.encode("utf-8")
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func = c_void_p()
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res = _lib.hipModuleGetFunction(byref(func), module.handle, name_bytes)
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if res != 0:
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raise HIPError(res)
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return func
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def hipModuleLaunchKernel(
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func: POINTER,
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grid_dim_x: int,
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grid_dim_y: int,
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grid_dim_z: int,
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block_dim_x: int,
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block_dim_y: int,
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block_dim_z: int,
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shared_mem_size: int,
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stream: POINTER,
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kernel_params: POINTER,
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extra: POINTER = None,
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) -> None:
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res = _lib.hipModuleLaunchKernel(
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func,
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grid_dim_x,
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grid_dim_y,
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grid_dim_z,
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block_dim_x,
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block_dim_y,
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block_dim_z,
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shared_mem_size,
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stream,
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kernel_params,
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extra,
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)
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if res != 0:
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raise HIPError(res)
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def hipEventCreate() -> HIPEvent:
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handle = c_void_p()
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res = _lib.hipEventCreate(byref(handle))
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if res != 0:
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raise HIPError(res)
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return HIPEvent(handle)
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def hipEventRecord(event: HIPEvent, stream: POINTER = None) -> None:
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res = _lib.hipEventRecord(event.handle, stream)
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if res != 0:
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raise HIPError(res)
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def hipEventElapsedTime(start: HIPEvent, stop: HIPEvent) -> float:
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ms = c_float()
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res = _lib.hipEventElapsedTime(byref(ms), start.handle, stop.handle)
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if res != 0:
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raise HIPError(res)
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return ms.value
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