/
ops_gpu.py
103 lines (92 loc) · 7.34 KB
/
ops_gpu.py
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from __future__ import annotations
from typing import Tuple, Optional, List, cast
import ctypes, functools, hashlib
import tinygrad.runtime.autogen.opencl as cl
from tinygrad.helpers import init_c_var, to_char_p_p, from_mv, OSX, DEBUG
from tinygrad.renderer.cstyle import OpenCLRenderer
from tinygrad.device import BufferOptions, LRUAllocator, Compiled, Compiler
# see test/external/external_osx_profiling.py to determine this ratio. it's in like GPU clocks or something
OSX_TIMING_RATIO = (125/3) if OSX else 1.0
def check(status):
if status != 0: raise RuntimeError(f"OpenCL Error {status}")
def checked(ret, status): return (check(status.value), ret)[1]
class CLCompiler(Compiler):
def __init__(self, device:CLDevice, compile_key:str):
self.device = device
super().__init__(f"compile_cl_{compile_key}")
def compile(self, src:str) -> bytes:
program = checked(cl.clCreateProgramWithSource(self.device.context, 1, to_char_p_p([src.encode()]), None, status := ctypes.c_int32()), status)
build_status: int = cl.clBuildProgram(program, 1, self.device.device_id, None, cl.clBuildProgram.argtypes[4](), None)
if build_status != 0:
cl.clGetProgramBuildInfo(program, self.device.device_id, cl.CL_PROGRAM_BUILD_LOG, 0, None, log_size := ctypes.c_size_t())
cl.clGetProgramBuildInfo(program, self.device.device_id, cl.CL_PROGRAM_BUILD_LOG, log_size.value, mstr := ctypes.create_string_buffer(log_size.value), None) # noqa: E501
raise RuntimeError(f"OpenCL Compile Error\n\n{mstr.value.decode()}")
check(cl.clGetProgramInfo(program, cl.CL_PROGRAM_BINARY_SIZES, ctypes.sizeof(ctypes.c_size_t), binary_sizes := (ctypes.c_size_t * 1)(), None))
check(cl.clGetProgramInfo(program, cl.CL_PROGRAM_BINARIES, ctypes.sizeof(ctypes.c_void_p), (ctypes.c_void_p * 1)(ctypes.addressof(binary := ctypes.create_string_buffer(binary_sizes[0]))), None)) # noqa: E501
check(cl.clReleaseProgram(program))
return bytes(binary)
class CLProgram:
def __init__(self, device:CLDevice, name:str, lib:bytes):
self.device, self.name, self.lib = device, name, lib
self.program = checked(cl.clCreateProgramWithBinary(device.context, 1, device.device_id, (ctypes.c_size_t * 1)(len(lib)),
to_char_p_p([lib], ctypes.c_ubyte), binary_status := ctypes.c_int32(),
errcode_ret := ctypes.c_int32()), errcode_ret)
check(binary_status.value)
check(cl.clBuildProgram(self.program, 1, device.device_id, None, cl.clBuildProgram.argtypes[4](), None)) # NOTE: OSX requires this
self.kernel = checked(cl.clCreateKernel(self.program, name.encode(), status := ctypes.c_int32()), status)
def __del__(self):
if hasattr(self, 'kernel'): check(cl.clReleaseKernel(self.kernel))
if hasattr(self, 'program'): check(cl.clReleaseProgram(self.program))
def __call__(self, *bufs:ctypes._CData, global_size:Tuple[int,int,int]=(1,1,1), local_size:Optional[Tuple[int,int,int]]=None, vals:Tuple[int, ...]=(), wait=False) -> Optional[float]: # noqa: E501
for i,b in enumerate(bufs): cl.clSetKernelArg(self.kernel, i, ctypes.sizeof(b), ctypes.byref(b))
for i,v in enumerate(vals,start=len(bufs)): cl.clSetKernelArg(self.kernel, i, 4, ctypes.byref(ctypes.c_int32(v)))
if local_size is not None: global_size = cast(Tuple[int,int,int], tuple(int(g*l) for g,l in zip(global_size, local_size)))
event = cl.cl_event() if wait else None
check(cl.clEnqueueNDRangeKernel(self.device.queue, self.kernel, len(global_size), None, (ctypes.c_size_t * len(global_size))(*global_size), (ctypes.c_size_t * len(local_size))(*local_size) if local_size else None, 0, None, event)) # noqa: E501
if wait:
assert event is not None
check(cl.clWaitForEvents(1, event))
check(cl.clGetEventProfilingInfo(event, cl.CL_PROFILING_COMMAND_START, 8, ctypes.byref(start := ctypes.c_uint64()), None))
check(cl.clGetEventProfilingInfo(event, cl.CL_PROFILING_COMMAND_END, 8, ctypes.byref(end := ctypes.c_uint64()), None))
return float(end.value-start.value) * OSX_TIMING_RATIO * 1e-9
return None
class CLAllocator(LRUAllocator):
def __init__(self, device:CLDevice):
self.device = device
super().__init__()
def _alloc(self, size:int, options:BufferOptions) -> ctypes._CData:
if options.image is not None:
return checked(cl.clCreateImage2D(self.device.context, cl.CL_MEM_READ_WRITE,
cl.cl_image_format(cl.CL_RGBA, {2: cl.CL_HALF_FLOAT, 4: cl.CL_FLOAT}[options.image.itemsize]),
options.image.shape[1], options.image.shape[0], 0, None, status := ctypes.c_int32()), status)
else: return checked(cl.clCreateBuffer(self.device.context, cl.CL_MEM_READ_WRITE, size, None, status := ctypes.c_int32()), status)
def _free(self, buf:ctypes._CData, options:BufferOptions): check(cl.clReleaseMemObject(buf))
def copyin(self, dest:ctypes._CData, src:memoryview):
check(cl.clEnqueueWriteBuffer(self.device.queue, dest, False, 0, len(src)*src.itemsize, from_mv(src), 0, None, None))
self.device.pending_copyin.append(src) # NOTE: these can't be freed until the GPU actually executes this command
def copyout(self, dest:memoryview, src:ctypes._CData):
check(cl.clEnqueueReadBuffer(self.device.queue, src, False, 0, len(dest)*dest.itemsize, from_mv(dest), 0, None, None))
self.device.synchronize()
class CLDevice(Compiled):
device_ids = None # this is global and only initted once
def __init__(self, device:str=""):
if CLDevice.device_ids is None:
check(cl.clGetPlatformIDs(0, None, num_platforms := ctypes.c_uint32()))
check(cl.clGetPlatformIDs(num_platforms.value, platform_ids := (cl.cl_platform_id * num_platforms.value)(), None))
for device_type in [cl.CL_DEVICE_TYPE_GPU, cl.CL_DEVICE_TYPE_DEFAULT]:
err = cl.clGetDeviceIDs(platform_ids[0], device_type, 0, None, num_devices := ctypes.c_uint32())
if err == 0 and num_devices.value != 0: break
if DEBUG >= 1: print(f"CLDevice: got {num_platforms.value} platforms and {num_devices.value} devices")
CLDevice.device_ids = init_c_var((cl.cl_device_id * num_devices.value)(), lambda x: check(cl.clGetDeviceIDs(platform_ids[0], device_type, num_devices, x, None))) # noqa: E501
self.device_id = CLDevice.device_ids[0 if ":" not in device else int(device.split(":")[1])]
self.device_name = (cl.clGetDeviceInfo(self.device_id, cl.CL_DEVICE_NAME, 256, buf := ctypes.create_string_buffer(256), None), buf.value.decode())[1] # noqa: E501
self.driver_version = (cl.clGetDeviceInfo(self.device_id, cl.CL_DRIVER_VERSION, 256, buf := ctypes.create_string_buffer(256), None), buf.value.decode())[1] # noqa: E501
self.context = checked(cl.clCreateContext(None, 1, self.device_id, cl.clCreateContext.argtypes[3](), None, status := ctypes.c_int32()), status)
self.queue = checked(cl.clCreateCommandQueue(self.context, self.device_id, cl.CL_QUEUE_PROFILING_ENABLE, status), status)
self.pending_copyin: List[memoryview] = []
compile_key = hashlib.md5(self.device_name.encode() + self.driver_version.encode()).hexdigest()
super().__init__(device, CLAllocator(self), OpenCLRenderer(), CLCompiler(self, f"compile_cl_{compile_key}"), functools.partial(CLProgram, self))
def synchronize(self):
check(cl.clFinish(self.queue))
self.pending_copyin.clear()
GPUDevice = CLDevice # for legacy reasons