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Diffstat (limited to 'ggml-metal.h')
-rw-r--r-- | ggml-metal.h | 63 |
1 files changed, 63 insertions, 0 deletions
diff --git a/ggml-metal.h b/ggml-metal.h new file mode 100644 index 00000000..a9441a9d --- /dev/null +++ b/ggml-metal.h @@ -0,0 +1,63 @@ +// An interface allowing to compute ggml_cgraph with Metal +// +// This is a fully functional interface that extends ggml with GPU support for Apple devices. +// A similar interface can be created for other GPU backends (e.g. Vulkan, CUDA, OpenCL, etc.) +// +// How it works? +// +// As long as your program can create and evaluate a ggml_cgraph on the CPU, you can use this +// interface to evaluate the same graph on the GPU. Instead of using ggml_graph_compute(), you +// use ggml_metal_graph_compute() (or ggml_vulkan_graph_compute(), etc.) +// +// You only need to make sure that all memory buffers that you used during the graph creation +// are mapped to the device memory with the ggml_metal_add_buffer() function. This mapping is +// used during the graph evaluation to determine the arguments of the compute kernels. +// +// Synchronization between device and host memory (for example for input and output tensors) +// is done with the ggml_metal_set_tensor() and ggml_metal_get_tensor() functions. +// + +#pragma once + +#include <stddef.h> +#include <stdbool.h> + +// max memory buffers that can be mapped to the device +#define GGML_METAL_MAX_BUFFERS 16 + +struct ggml_tensor; +struct ggml_cgraph; + +#ifdef __cplusplus +extern "C" { +#endif + +struct ggml_metal_context; + +struct ggml_metal_context * ggml_metal_init(void); +void ggml_metal_free(struct ggml_metal_context * ctx); + +// creates a mapping between a host memory buffer and a device memory buffer +// - make sure to map all buffers used in the graph before calling ggml_metal_graph_compute +// - the mapping is used during computation to determine the arguments of the compute kernels +// - you don't need to keep the host memory buffer allocated as it is never accessed by Metal +// +bool ggml_metal_add_buffer( + struct ggml_metal_context * ctx, + const char * name, + void * data, + size_t size); + +// set data from host memory into the device +void ggml_metal_set_tensor(struct ggml_metal_context * ctx, struct ggml_tensor * t); + +// get data from the device into host memory +void ggml_metal_get_tensor(struct ggml_metal_context * ctx, struct ggml_tensor * t); + +// same as ggml_graph_compute but uses Metal +void ggml_metal_graph_compute(struct ggml_metal_context * ctx, struct ggml_cgraph * gf); + +#ifdef __cplusplus +} +#endif + |