Commit 6e13abe
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Convert a subset of GPU dialect ops to the OpenCL GPU runtime calls (#333)
* Convert a subset of GPU dialect ops to the GPU OpenCL runtime calls
Added a new path, that converts the following GPU dialect ops to the
corresponding callsof the GPU OpenCL runtime functions (to be
implemented later):
- gpu.alloc, gpu.dealloc, gpu.memcpy and gpu.launch
The first argument of each runtime's function is a pointer to the
context structure. This is not a cl_context, this is an execution
context, i.e. a single execution of the module's main function. It
contains the queue, wait list (in case of out-of-order mode) and
someother data, required for the module ops execution. It's expected,
that the pointer to the context is passed to the module's main
function as the last argument of type memref with zero dims.
For each gpu.launch operation, 2 additional functions are created:
- getXXXKernel(): returns the kernel pointer, stored in a global
variable. If it's NULL, calls createXXXKernel().
- createXXXKernel(): Calls the runtime's function, that creates a
kernel. SPIRV, kernel name, and sizes are passed to the function.
The returned pointer is saved in the global var using
`llvm.cmpxchg`, to make sure it doesn't overwrite a kernel,
created by another thread.
Finally, a destructor function is created, that calls the
corresponding runtime's kernel destroy function and passes the
pointers, stored in the global vars. This function must be called by
themodule owner, when destroying the module.
The kernel is not a cl_kernel, but a runtime's internal structure,
that contains a compiledcl_program, preconfigured cl_kernel and other
data, required for the kernel execution. The runtime's launch function
clones the preconfigured kernel, sets the arguments and enqueues a
command to execute the kernel.1 parent 71041d5 commit 6e13abe
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lines changed- include/gc
- ExecutionEngine/GPURuntime
- Transforms
- lib/gc/Transforms/GPU
- test/mlir/test/gc/Transforms/GPU
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