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Copy pathCudaCommon.hpp
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141 lines (118 loc) · 3.36 KB
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#pragma once
#include <cuda_runtime.h>
#include <cstdio>
#include <cstdlib>
#define CUDA_CHECK(call) \
do { \
cudaError_t error = call; \
if (error != cudaSuccess) { \
fprintf(stderr, "CUDA error at %s:%d: %s\n", __FILE__, __LINE__, cudaGetErrorString(error)); \
__debugbreak(); \
exit(1); \
} \
} while(0)
namespace nn {
namespace cuda {
// CUDA memory management utilities
template<typename T>
class CudaBuffer
{
public:
CudaBuffer() : m_data(nullptr), m_size(0) {}
CudaBuffer(size_t size) : m_data(nullptr), m_size(0) { Allocate(size); }
~CudaBuffer() { Free(); }
void Allocate(size_t size)
{
Free();
m_size = size;
CUDA_CHECK(cudaMalloc(&m_data, size * sizeof(T)));
CUDA_CHECK(cudaMemset(m_data, 0, size * sizeof(T)));
}
void Free()
{
if (m_data)
{
CUDA_CHECK(cudaFree(m_data));
m_data = nullptr;
m_size = 0;
}
}
void ClearAsync(cudaStream_t stream) const
{
CUDA_CHECK(cudaMemsetAsync(m_data, 0, m_size * sizeof(T), stream));
}
void CopyFromHost(const T* hostData, size_t size, cudaStream_t stream)
{
if (size > m_size) Allocate(size);
CUDA_CHECK(cudaMemcpyAsync(m_data, hostData, size * sizeof(T), cudaMemcpyHostToDevice, stream));
}
void CopyFromHost(const T* hostData, size_t size)
{
if (size > m_size) Allocate(size);
CUDA_CHECK(cudaMemcpy(m_data, hostData, size * sizeof(T), cudaMemcpyHostToDevice));
}
void CopyToHost(T* hostData, size_t size) const
{
if (size > m_size)
{
fprintf(stderr, "CudaBuffer::CopyToHost size %zu exceeds buffer size %zu\n", size, m_size);
__debugbreak();
exit(1);
}
CUDA_CHECK(cudaMemcpy(hostData, m_data, size * sizeof(T), cudaMemcpyDeviceToHost));
}
void CopyFromDevice(const T* deviceData, size_t size)
{
if (size > m_size) Allocate(size);
CUDA_CHECK(cudaMemcpy(m_data, deviceData, size * sizeof(T), cudaMemcpyDeviceToDevice));
}
T* Get() { return m_data; }
const T* Get() const { return m_data; }
size_t Size() const { return m_size; }
private:
T* m_data;
size_t m_size;
};
// Pinned memory for faster transfers
template<typename T>
class PinnedBuffer
{
public:
PinnedBuffer() : m_data(nullptr), m_size(0) {}
PinnedBuffer(size_t size) : m_data(nullptr), m_size(0) { Allocate(size); }
~PinnedBuffer() { Free(); }
void Allocate(size_t size)
{
Free();
m_size = size;
CUDA_CHECK(cudaMallocHost(&m_data, size * sizeof(T)));
}
void Free()
{
if (m_data)
{
CUDA_CHECK(cudaFreeHost(m_data));
m_data = nullptr;
m_size = 0;
}
}
T* Get() { return m_data; }
const T* Get() const { return m_data; }
size_t Size() const { return m_size; }
private:
T* m_data;
size_t m_size;
};
// CUDA stream wrapper
class CudaStream
{
public:
CudaStream() { CUDA_CHECK(cudaStreamCreate(&m_stream)); }
~CudaStream() { CUDA_CHECK(cudaStreamDestroy(m_stream)); }
cudaStream_t Get() const { return m_stream; }
void Synchronize() const { CUDA_CHECK(cudaStreamSynchronize(m_stream)); }
private:
cudaStream_t m_stream;
};
} // namespace cuda
} // namespace nn