Halide 19.0.0
Halide compiler and libraries
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Override Halide's CUDA hooks so that the Halide code called from PyTorch uses the correct GPU device and stream. More...
Go to the source code of this file.
Classes | |
struct | Halide::PyTorch::UserContext |
Namespaces | |
namespace | Halide |
This file defines the class FunctionDAG, which is our representation of a Halide pipeline, and contains methods to using Halide's bounds tools to query properties of it. | |
namespace | Halide::PyTorch |
Typedefs | |
typedef struct Halide::PyTorch::UserContext | Halide::PyTorch::UserContext |
Functions | |
int | halide_cuda_acquire_context (void *user_context, CUcontext *ctx, bool create=true) |
int | halide_cuda_get_stream (void *user_context, CUcontext ctx, CUstream *stream) |
int | halide_get_gpu_device (void *user_context) |
Halide calls this to get the desired halide gpu device setting. | |
Override Halide's CUDA hooks so that the Halide code called from PyTorch uses the correct GPU device and stream.
This header should be included once in the PyTorch/C++ binding source file (see apps/HelloPyTorch/setup.py for an example).
Definition in file HalidePyTorchCudaHelpers.h.
int halide_cuda_acquire_context | ( | void * | user_context, |
CUcontext * | ctx, | ||
bool | create = true ) |
Definition at line 33 of file HalidePyTorchCudaHelpers.h.
References Halide::PyTorch::UserContext::cuda_context, halide_error_code_success, and user_context.
int halide_cuda_get_stream | ( | void * | user_context, |
CUcontext | ctx, | ||
CUstream * | stream ) |
Definition at line 43 of file HalidePyTorchCudaHelpers.h.
References halide_error_code_success, Halide::PyTorch::UserContext::stream, and user_context.
int halide_get_gpu_device | ( | void * | user_context | ) |
Halide calls this to get the desired halide gpu device setting.
Implement this yourself to use a different gpu device per user_context. The default implementation returns the value set by halide_set_gpu_device, or the environment variable HL_GPU_DEVICE.
Definition at line 53 of file HalidePyTorchCudaHelpers.h.
References Halide::PyTorch::UserContext::device_id, and user_context.