rocm_jax/jaxlib/gpu/gpu_kernel_helpers.h
Peter Hawkins 9404518201 [CUDA] Add code to jax initialization that verifies that the CUDA libraries that are found are at least as new as the versions against which JAX was built.
This is intended to flag cases where the wrong CUDA libraries are used, either because:
* the user self-installed CUDA and that installation is too old, or
* the user used the pip package installation, but due to LD_LIBRARY_PATH overrides or similar we didn't end up using the pip-installed version.

PiperOrigin-RevId: 568910422
2023-09-27 11:28:40 -07:00

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3.4 KiB
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/* Copyright 2019 The JAX Authors.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/
#ifndef JAXLIB_GPU_GPU_KERNEL_HELPERS_H_
#define JAXLIB_GPU_GPU_KERNEL_HELPERS_H_
#include <memory>
#include "absl/base/optimization.h"
#include "absl/status/status.h"
#include "absl/status/statusor.h"
#include "jaxlib/gpu/vendor.h"
#define JAX_AS_STATUS(expr) \
jax::JAX_GPU_NAMESPACE::AsStatus(expr, __FILE__, __LINE__, #expr)
#define JAX_THROW_IF_ERROR(expr) \
{ \
auto s___ = (expr); \
if (ABSL_PREDICT_FALSE(!s___.ok())) \
throw std::runtime_error(std::string(s___.message())); \
}
#define JAX_RETURN_IF_ERROR(expr) \
{ \
auto s___ = (expr); \
if (ABSL_PREDICT_FALSE(!s___.ok())) return s___; \
}
#define JAX_ASSIGN_OR_RETURN(lhs, expr) \
auto s___ = (expr); \
if (ABSL_PREDICT_FALSE(!s___.ok())) { \
return s___.status(); \
} \
lhs = (*std::move(s___))
namespace jax {
namespace JAX_GPU_NAMESPACE {
// Used via JAX_AS_STATUS(expr) macro.
absl::Status AsStatus(gpuError_t error, const char* file, std::int64_t line,
const char* expr);
absl::Status AsStatus(gpusolverStatus_t status, const char* file,
std::int64_t line, const char* expr);
absl::Status AsStatus(gpusparseStatus_t status, const char* file,
std::int64_t line, const char* expr);
absl::Status AsStatus(gpublasStatus_t status, const char* file,
std::int64_t line, const char* expr);
#ifdef JAX_GPU_CUDA
absl::Status AsStatus(CUresult error, const char* file, std::int64_t line,
const char* expr);
absl::Status AsStatus(CUptiResult error, const char* file, std::int64_t line,
const char* expr);
absl::Status AsStatus(cufftResult error, const char* file, std::int64_t line,
const char* expr);
#endif
// Builds an array of pointers to each array in a batch, in device memory.
// Caution: the return value must be kept alive (e.g., via a stream
// synchronization) until the copy enqueued by MakeBatchPointers on `stream`
// completes.
absl::StatusOr<std::unique_ptr<void*[]>> MakeBatchPointers(gpuStream_t stream,
void* buffer,
void* dev_ptrs,
int batch,
int batch_elem_size);
} // namespace JAX_GPU_NAMESPACE
} // namespace jax
#endif // JAXLIB_GPU_GPU_KERNEL_HELPERS_H_