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229 lines
8.3 KiB
C++
229 lines
8.3 KiB
C++
// MIT License
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//
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// Copyright (c) 2023-2025 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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#include <rocprofiler-sdk-roctx/roctx.h>
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// hip header file
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#include <hip/hip_runtime.h>
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#include <stdio.h>
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#define WIDTH 1024
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#define NUM (WIDTH * WIDTH)
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#define THREADS_PER_BLOCK_X 4
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#define THREADS_PER_BLOCK_Y 4
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#define ITER_NUM 16 * 1024
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#define BLOCK_SIZE 1024
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template <typename T>
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void
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check(T result, char const* const func, const char* const file, int const line)
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{
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if(result)
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{
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fprintf(stderr,
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"Hip error at %s:%d code=%d(%s) \"%s\" \n",
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file,
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line,
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static_cast<unsigned int>(result),
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hipGetErrorName(result),
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func);
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exit(EXIT_FAILURE);
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}
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}
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#define checkHipErrors(val) check((val), #val, __FILE__, __LINE__)
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__global__ void
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kernel_mult(const float varA, const float varB, float* result)
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{
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*result = varA * varB;
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}
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__global__ void
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kernel_add(const float varA, const float varB, float* result)
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{
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*result = varA + varB;
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}
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__global__ void
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target_kernel(float* out, float* in, const int width)
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{
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int x = blockDim.x * blockIdx.x + threadIdx.x;
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int y = blockDim.y * blockIdx.y + threadIdx.y;
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out[y * width + x] = in[x * width + y];
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}
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__global__ void
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nested_kernel(float* out, float* in, const int width)
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{
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int x = blockDim.x * blockIdx.x + threadIdx.x;
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int y = blockDim.y * blockIdx.y + threadIdx.y;
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out[y * width + x] = in[x * width + y];
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}
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#define ASM_LINE asm volatile("v_mov_b32 %0 %1\n" : "=v"(a) : "s"(c))
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#define REPEAT_2(X) \
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X; \
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X
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#define REPEAT_4(X) \
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REPEAT_2(X); \
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REPEAT_2(X)
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#define REPEAT_8(X) \
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REPEAT_4(X); \
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REPEAT_4(X)
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#define REPEAT_16(X) \
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REPEAT_8(X); \
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REPEAT_8(X)
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#define REPEAT_32(X) \
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REPEAT_16(X); \
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REPEAT_16(X)
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#define REPEAT_64(X) \
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REPEAT_32(X); \
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REPEAT_32(X)
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#define REPEAT_100(X) \
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REPEAT_64(X); \
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REPEAT_32(X); \
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REPEAT_4(X) // 64+32+4=100
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__global__ void
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pc_sampling_kernel(const int c)
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{
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int a = 0;
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#pragma nounroll
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for(int i = 0; i < ITER_NUM; i++)
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{
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REPEAT_100(ASM_LINE);
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}
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}
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int
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main()
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{
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auto tid = roctx_thread_id_t{};
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// get the thread id recognized by rocprofiler-sdk from roctx
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roctxGetThreadId(&tid);
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auto stream = hipStream_t{};
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checkHipErrors(hipStreamCreate(&stream));
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// pause API tracing
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roctxProfilerPause(tid);
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// Set up matrices
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float* gpuMatrix = nullptr;
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float* gpuTransposeMatrix = nullptr;
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float* Matrix = nullptr;
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Matrix = (float*) malloc(NUM * sizeof(float));
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// initialize the input data
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for(auto i = 0; i < NUM; i++)
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{
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Matrix[i] = (float) i * 10.0f;
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}
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// allocate the memory on the device side
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checkHipErrors(hipMalloc((void**) &gpuMatrix, NUM * sizeof(float)));
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checkHipErrors(hipMalloc((void**) &gpuTransposeMatrix, NUM * sizeof(float)));
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// Memory transfer from host to device
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checkHipErrors(hipMemcpy(gpuMatrix, Matrix, NUM * sizeof(float), hipMemcpyHostToDevice));
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checkHipErrors(
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hipMemcpy(gpuTransposeMatrix, gpuMatrix, NUM * sizeof(float), hipMemcpyDeviceToDevice));
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// Set up simple kernels
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constexpr auto NUM_KERNELS = 64;
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constexpr size_t TARGET_KERNEL_ITERATIONS = NUM_KERNELS / 4;
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float* result = nullptr;
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float varA = 5.5;
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float varB = 11.7;
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uint32_t num_blocks = BLOCK_SIZE;
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checkHipErrors(hipMallocAsync(&result, sizeof(float), stream));
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for(auto i = 0; i < NUM_KERNELS; ++i)
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{
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kernel_add<<<dim3(1), dim3(1), 0, stream>>>(varA++, varB++, result);
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kernel_mult<<<dim3(1), dim3(1), 0, stream>>>(varA++, varB++, result);
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// Run target kernel
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if(i % TARGET_KERNEL_ITERATIONS == 0)
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{
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roctxProfilerResume(tid);
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hipLaunchKernelGGL(target_kernel,
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dim3(WIDTH / THREADS_PER_BLOCK_X, WIDTH / THREADS_PER_BLOCK_Y),
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dim3(THREADS_PER_BLOCK_X, THREADS_PER_BLOCK_Y),
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0,
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stream,
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gpuTransposeMatrix,
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gpuMatrix,
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WIDTH);
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// Use max(i, 1) to ensure at least 1 thread per block (i=0 would be invalid)
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int threads_per_block = (i > 0 ? i : 1);
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pc_sampling_kernel<<<num_blocks, threads_per_block>>>(threads_per_block);
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// Check for kernel launch errors
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checkHipErrors(hipGetLastError());
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roctxProfilerPause(tid);
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}
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}
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// Nested test here
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roctxProfilerResume(tid);
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roctxProfilerResume(tid);
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roctxProfilerPause(tid);
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// Kernel should appear only with --selected-regions-ref-count
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hipLaunchKernelGGL(nested_kernel,
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dim3(WIDTH / THREADS_PER_BLOCK_X, WIDTH / THREADS_PER_BLOCK_Y),
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dim3(THREADS_PER_BLOCK_X, THREADS_PER_BLOCK_Y),
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0,
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stream,
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gpuTransposeMatrix,
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gpuMatrix,
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WIDTH);
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roctxProfilerPause(tid);
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// Should not appear in trace
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hipLaunchKernelGGL(nested_kernel,
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dim3(WIDTH / THREADS_PER_BLOCK_X, WIDTH / THREADS_PER_BLOCK_Y),
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dim3(THREADS_PER_BLOCK_X, THREADS_PER_BLOCK_Y),
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0,
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stream,
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gpuTransposeMatrix,
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gpuMatrix,
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WIDTH);
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// Wait for all kernels to complete before freeing memory
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checkHipErrors(hipStreamSynchronize(stream));
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// free the resources on device side
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checkHipErrors(hipFree(result));
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checkHipErrors(hipFree(gpuMatrix));
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checkHipErrors(hipFree(gpuTransposeMatrix));
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// destroy the stream
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checkHipErrors(hipStreamDestroy(stream));
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// free the resources on host side
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free(Matrix);
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}
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