https://github.com/google/jax
Raw File
Tip revision: f282c251d427abdf6f785f4fff5bb9034a2fd083 authored by Jake VanderPlas on 29 March 2023, 17:04:34 UTC
Add minimal pyproject.toml specifying build system
Tip revision: f282c25
kernel_pybind11_helpers.h
/* 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_KERNEL_PYBIND11_HELPERS_H_
#define JAXLIB_KERNEL_PYBIND11_HELPERS_H_

#include "pybind11/pybind11.h"
#include "absl/base/casts.h"
#include "jaxlib/kernel_helpers.h"

namespace jax {

// Descriptor objects are opaque host-side objects used to pass data from JAX
// to the custom kernel launched by XLA. Currently simply treat host-side
// structures as byte-strings; this is not portable across architectures. If
// portability is needed, we could switch to using a representation such as
// protocol buffers or flatbuffers.

// Packs a descriptor object into a pybind11::bytes structure.
// UnpackDescriptor() is available in kernel_helpers.h.
template <typename T>
pybind11::bytes PackDescriptor(const T& descriptor) {
  return pybind11::bytes(PackDescriptorAsString(descriptor));
}

template <typename T>
pybind11::capsule EncapsulateFunction(T* fn) {
  return pybind11::capsule(absl::bit_cast<void*>(fn),
                           "xla._CUSTOM_CALL_TARGET");
}

}  // namespace jax

#endif  // JAXLIB_KERNEL_PYBIND11_HELPERS_H_
back to top