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qp2/plugins/local/gpu_nvidia/gpu.c
Anthony Scemama 7ceb8fdcca
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Finished r1
2024-07-03 18:24:13 +02:00

327 lines
8.9 KiB
C

#include <stdint.h>
#include <stdio.h>
#include <stdbool.h>
#include <stdlib.h>
#include <string.h>
#include <assert.h>
#include <cublas_v2.h>
#include <cuda_runtime.h>
/* Generic functions */
int gpu_ndevices() {
int ngpus;
cudaGetDeviceCount(&ngpus);
return ngpus;
}
void gpu_set_device(int32_t igpu) {
cudaSetDevice((int) igpu);
}
/* Allocation functions */
void gpu_allocate(void** ptr, const int64_t size) {
size_t free, total;
cudaError_t rc = cudaMemGetInfo( &free, &total );
if (rc != cudaSuccess) {
free = INT64_MAX;
}
rc = cudaMallocManaged(ptr, size, cudaMemAttachGlobal);
// /* Use managed memory if it does not fit on the GPU */
// if (size < free && size < total/2) {
// rc= cudaMalloc(ptr, size);
// } else {
// rc = cudaMallocManaged(ptr, size, cudaMemAttachGlobal);
// }
assert (rc == cudaSuccess);
}
void gpu_deallocate(void** ptr) {
assert (*ptr != NULL);
cudaFree(*ptr);
*ptr = NULL;
}
/* Memory transfer functions */
void gpu_upload(const void* cpu_ptr, void* gpu_ptr, const int64_t n) {
cudaMemcpy (gpu_ptr, cpu_ptr, n, cudaMemcpyHostToDevice);
}
void gpu_download(const void* gpu_ptr, void* cpu_ptr, const int64_t n) {
cudaMemcpy (cpu_ptr, gpu_ptr, n, cudaMemcpyDeviceToHost);
}
void gpu_copy(const void* gpu_ptr_src, void* gpu_ptr_dest, const int64_t n) {
cudaMemcpy (gpu_ptr_dest, gpu_ptr_src, n, cudaMemcpyDeviceToDevice);
}
/* Streams */
void gpu_stream_create(cudaStream_t* ptr) {
cudaError_t rc = cudaStreamCreate(ptr);
assert (rc == cudaSuccess);
}
void gpu_stream_destroy(cudaStream_t* ptr) {
assert (ptr != NULL);
cudaError_t rc = cudaStreamDestroy(*ptr);
assert (rc == cudaSuccess);
*ptr = NULL;
}
void gpu_set_stream(cublasHandle_t handle, cudaStream_t stream) {
cublasSetStream(handle, stream);
}
void gpu_synchronize() {
cudaDeviceSynchronize();
}
/* BLAS functions */
void gpu_blas_create(cublasHandle_t* ptr) {
cublasStatus_t rc = cublasCreate(ptr);
assert (rc == CUBLAS_STATUS_SUCCESS);
}
void gpu_blas_destroy(cublasHandle_t* ptr) {
assert (ptr != NULL);
cublasStatus_t rc = cublasDestroy(*ptr);
assert (rc == CUBLAS_STATUS_SUCCESS);
ptr = NULL;
}
void gpu_ddot(cublasHandle_t handle, const int64_t n, const double* x, const int64_t incx, const double* y, const int64_t incy, double* result) {
assert (handle != NULL);
/* Convert to int */
int n_, incx_, incy_;
n_ = (int) n;
incx_ = (int) incx;
incy_ = (int) incy;
assert ( (int64_t) n_ == n );
assert ( (int64_t) incx_ == incx);
assert ( (int64_t) incy_ == incy);
cublasStatus_t rc = cublasDdot(handle, n_, x, incx_, y, incy_, result);
assert (rc == CUBLAS_STATUS_SUCCESS);
}
void gpu_sdot(cublasHandle_t handle, const int64_t n, const float* x, const int64_t incx, const float* y, const int64_t incy, float* result) {
assert (handle != NULL);
/* Convert to int */
int n_, incx_, incy_;
n_ = (int) n;
incx_ = (int) incx;
incy_ = (int) incy;
/* Check for integer overflows */
assert ( (int64_t) n_ == n );
assert ( (int64_t) incx_ == incx);
assert ( (int64_t) incy_ == incy);
float result_ = 0.;
cublasStatus_t rc = cublasSdot(handle, n_, x, incx_, y, incy_, &result_);
assert (rc == CUBLAS_STATUS_SUCCESS);
*result = result_;
}
void gpu_dgemv(cublasHandle_t handle, const char* transa, const int64_t m, const int64_t n, const double* alpha,
const double* a, const int64_t lda, const double* x, const int64_t incx, const double* beta, double* y, const int64_t incy) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, lda_, incx_, incy_;
m_ = (int) m;
n_ = (int) n;
lda_ = (int) lda;
incx_ = (int) incx;
incy_ = (int) incy;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) lda_ == lda );
assert ( (int64_t) incx_ == incx);
assert ( (int64_t) incy_ == incy);
cublasOperation_t transa_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
cublasDgemv(handle, transa_, m_, n_, alpha, a, lda_, x, incx_, beta, y, incy_);
}
void gpu_sgemv(cublasHandle_t handle, const char* transa, const int64_t m, const int64_t n, const float* alpha,
const float* a, const int64_t lda, const float* x, const int64_t incx, const float* beta, float* y, const int64_t incy) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, lda_, incx_, incy_;
m_ = (int) m;
n_ = (int) n;
lda_ = (int) lda;
incx_ = (int) incx;
incy_ = (int) incy;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) lda_ == lda );
assert ( (int64_t) incx_ == incx);
assert ( (int64_t) incy_ == incy);
cublasOperation_t transa_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
cublasSgemv(handle, transa_, m_, n_, alpha, a, lda_, x, incx_, beta, y, incy_);
}
void gpu_dgemm(cublasHandle_t handle, const char* transa, const char* transb, const int64_t m, const int64_t n, const int64_t k, const double* alpha,
const double* a, const int64_t lda, const double* b, const int64_t ldb, const double* beta, double* c, const int64_t ldc) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, k_, lda_, ldb_, ldc_;
m_ = (int) m;
n_ = (int) n;
k_ = (int) k;
lda_ = (int) lda;
ldb_ = (int) ldb;
ldc_ = (int) ldc;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) k_ == k );
assert ( (int64_t) lda_ == lda);
assert ( (int64_t) ldb_ == ldb);
assert ( (int64_t) ldc_ == ldc);
cublasOperation_t transa_ = CUBLAS_OP_N;
cublasOperation_t transb_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
if (*transb == 'T' || *transb == 't') transb_ = CUBLAS_OP_T;
cublasDgemm(handle, transa_, transb_, m_, n_, k_, alpha, a, lda_, b, ldb_, beta, c, ldc_);
}
void gpu_sgemm(cublasHandle_t handle, const char* transa, const char* transb, const int64_t m, const int64_t n, const int64_t k, const float* alpha,
const float* a, const int64_t lda, const float* b, const int64_t ldb, const float* beta, float* c, const int64_t ldc) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, k_, lda_, ldb_, ldc_;
m_ = (int) m;
n_ = (int) n;
k_ = (int) k;
lda_ = (int) lda;
ldb_ = (int) ldb;
ldc_ = (int) ldc;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) k_ == k );
assert ( (int64_t) lda_ == lda);
assert ( (int64_t) ldb_ == ldb);
assert ( (int64_t) ldc_ == ldc);
cublasOperation_t transa_ = CUBLAS_OP_N;
cublasOperation_t transb_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
if (*transb == 'T' || *transb == 't') transb_ = CUBLAS_OP_T;
cublasSgemm(handle, transa_, transb_, m_, n_, k_, alpha, a, lda_, b, ldb_, beta, c, ldc_);
}
void gpu_dgeam(cublasHandle_t handle, const char* transa, const char* transb, const int64_t m, const int64_t n, const double* alpha,
const double* a, const int64_t lda, const double* beta, const double* b, const int64_t ldb, double* c, const int64_t ldc) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, lda_, ldb_, ldc_;
m_ = (int) m;
n_ = (int) n;
lda_ = (int) lda;
ldb_ = (int) ldb;
ldc_ = (int) ldc;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) lda_ == lda);
assert ( (int64_t) ldb_ == ldb);
assert ( (int64_t) ldc_ == ldc);
cublasOperation_t transa_ = CUBLAS_OP_N;
cublasOperation_t transb_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
if (*transb == 'T' || *transb == 't') transb_ = CUBLAS_OP_T;
cublasDgeam(handle, transa_, transb_, m_, n_, alpha, a, lda_, beta, b, ldb_, c, ldc_);
}
void gpu_sgeam(cublasHandle_t handle, const char* transa, const char* transb, const int64_t m, const int64_t n, const float* alpha,
const float* a, const int64_t lda, const float* beta, const float* b, const int64_t ldb, float* c, const int64_t ldc) {
assert (handle != NULL);
/* Convert to int */
int m_, n_, lda_, ldb_, ldc_;
m_ = (int) m;
n_ = (int) n;
lda_ = (int) lda;
ldb_ = (int) ldb;
ldc_ = (int) ldc;
/* Check for integer overflows */
assert ( (int64_t) m_ == m );
assert ( (int64_t) n_ == n );
assert ( (int64_t) lda_ == lda);
assert ( (int64_t) ldb_ == ldb);
assert ( (int64_t) ldc_ == ldc);
cublasOperation_t transa_ = CUBLAS_OP_N;
cublasOperation_t transb_ = CUBLAS_OP_N;
if (*transa == 'T' || *transa == 't') transa_ = CUBLAS_OP_T;
if (*transb == 'T' || *transb == 't') transb_ = CUBLAS_OP_T;
cublasSgeam(handle, transa_, transb_, m_, n_, alpha, a, lda_, beta, b, ldb_, c, ldc_);
}