rocm_jax/jaxlib/gpu/prng_kernels.cc
Dan Foreman-Mackey 33a9db3943 Move FFI helper macros from jaxlib/cpu/lapack_kernels.cc to a jaxlib/ffi_helpers.h.
Some of the macros that were used in jaxlib's FFI calls to LAPACK turned out to
be useful for other FFI calls. This change consolidates these macros in the
ffi_helper header.

PiperOrigin-RevId: 651166306
2024-07-10 15:09:45 -07:00

90 lines
3.5 KiB
C++

/* 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.
==============================================================================*/
#include "jaxlib/gpu/prng_kernels.h"
#include <cstdint>
#include <functional>
#include <string_view>
#include "absl/algorithm/container.h"
#include "absl/status/status.h"
#include "jaxlib/gpu/gpu_kernel_helpers.h"
#include "jaxlib/gpu/vendor.h"
#include "jaxlib/ffi_helpers.h"
#include "jaxlib/kernel_helpers.h"
#include "xla/ffi/api/ffi.h"
#include "xla/service/custom_call_status.h"
namespace jax {
namespace JAX_GPU_NAMESPACE {
namespace ffi = xla::ffi;
namespace {
// TODO(b/338022728): old custom call target, remove after 6 months
absl::Status ThreeFry2x32_(gpuStream_t stream, void** buffers,
const char* opaque, std::size_t opaque_len) {
auto s = UnpackDescriptor<ThreeFry2x32Descriptor>(opaque, opaque_len);
JAX_RETURN_IF_ERROR(s.status());
LaunchThreeFry2x32Kernel(stream, buffers, **s);
JAX_RETURN_IF_ERROR(JAX_AS_STATUS(gpuGetLastError()));
return absl::OkStatus();
}
} // namespace
// TODO(b/338022728): remove after 6 months
void ThreeFry2x32(gpuStream_t stream, void** buffers, const char* opaque,
size_t opaque_len, XlaCustomCallStatus* status) {
auto s = ThreeFry2x32_(stream, buffers, opaque, opaque_len);
if (!s.ok()) {
std::string_view message = s.message();
XlaCustomCallStatusSetFailure(status, message.data(), message.length());
}
}
namespace {
ffi::Error ThreeFry2x32Impl(gpuStream_t stream,
ffi::Buffer<ffi::DataType::U32> keys0,
ffi::Buffer<ffi::DataType::U32> keys1,
ffi::Buffer<ffi::DataType::U32> data0,
ffi::Buffer<ffi::DataType::U32> data1,
ffi::Result<ffi::Buffer<ffi::DataType::U32>> out0,
ffi::Result<ffi::Buffer<ffi::DataType::U32>> out1) {
std::int64_t n =
absl::c_accumulate(out0->dimensions(), 1, std::multiplies<int64_t>());
LaunchThreeFry2x32KernelFfi(stream, n, keys0.typed_data(), keys1.typed_data(),
data0.typed_data(), data1.typed_data(),
out0->typed_data(), out1->typed_data());
FFI_RETURN_IF_ERROR_STATUS(JAX_AS_STATUS(gpuGetLastError()));
return ffi::Error::Success();
}
} // namespace
XLA_FFI_DEFINE_HANDLER_SYMBOL(ThreeFry2x32Ffi, ThreeFry2x32Impl,
ffi::Ffi::Bind()
.Ctx<ffi::PlatformStream<gpuStream_t>>()
.Arg<ffi::Buffer<ffi::DataType::U32>>()
.Arg<ffi::Buffer<ffi::DataType::U32>>()
.Arg<ffi::Buffer<ffi::DataType::U32>>()
.Arg<ffi::Buffer<ffi::DataType::U32>>()
.Ret<ffi::Buffer<ffi::DataType::U32>>()
.Ret<ffi::Buffer<ffi::DataType::U32>>());
} // namespace JAX_GPU_NAMESPACE
} // namespace jax