mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-01-17 02:48:03 -05:00
38dcadf07b
* delete kernel.py * delete that file * rip and tear * don't test search * imports * fix torch frontend * not a part of regen
55 lines
3.2 KiB
Python
55 lines
3.2 KiB
Python
# ruff: noqa: E501
|
|
import unittest
|
|
|
|
from tinygrad.uop.ops import UOp, Ops
|
|
from .search import Opt, OptOps
|
|
from tinygrad.dtype import dtypes
|
|
from tinygrad.shape.shapetracker import ShapeTracker
|
|
from tinygrad.shape.view import View
|
|
from tinygrad.codegen.opt.kernel import Kernel
|
|
|
|
from test.external.fuzz_linearizer import run_linearizer
|
|
|
|
class TestTrainGpt2Kernel(unittest.TestCase):
|
|
def test_1(self):
|
|
# kernel 244
|
|
ast = UOp(Ops.SINK, dtypes.void, arg=None, src=(
|
|
UOp(Ops.STORE, dtypes.void, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(206045184), arg=0, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 50304, 1), strides=(51511296, 50304, 1, 0), offset=0, mask=None, contiguous=True),)), src=()),
|
|
UOp(Ops.REDUCE_AXIS, dtypes.float, arg=(Ops.ADD, (3,)), src=(
|
|
UOp(Ops.MUL, dtypes.float, arg=None, src=(
|
|
UOp(Ops.LOAD, dtypes.float, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(3145728), arg=1, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 50304, 768), strides=(786432, 768, 0, 1), offset=0, mask=None, contiguous=False),)), src=()),)),
|
|
UOp(Ops.LOAD, dtypes.float, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(38633472), arg=2, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 50304, 768), strides=(0, 0, 768, 1), offset=0, mask=None, contiguous=False),)), src=()),)),)),)),)),))
|
|
|
|
opts = [Opt(op=OptOps.LOCAL, axis=0, arg=16), Opt(op=OptOps.UPCAST, axis=1, arg=3), Opt(op=OptOps.LOCAL, axis=0, arg=2)]
|
|
kernel = Kernel(ast)
|
|
kernel.apply_opts(opts)
|
|
run_linearizer(kernel)
|
|
|
|
def test_2(self):
|
|
# kernel 254
|
|
ast = UOp(Ops.SINK, dtypes.void, arg=None, src=(
|
|
UOp(Ops.STORE, dtypes.void, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(3145728), arg=0, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 1, 768), strides=(786432, 768, 0, 1), offset=0, mask=None, contiguous=True),)), src=()),
|
|
UOp(Ops.REDUCE_AXIS, dtypes.float, arg=(Ops.ADD, (2,)), src=(
|
|
UOp(Ops.MUL, dtypes.float, arg=None, src=(
|
|
UOp(Ops.LOAD, dtypes.float, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(38633472), arg=1, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 50304, 768), strides=(0, 0, 768, 1), offset=0, mask=None, contiguous=False),)), src=()),)),
|
|
UOp(Ops.LOAD, dtypes.float, arg=None, src=(
|
|
UOp(Ops.DEFINE_GLOBAL, dtypes.float.ptr(205852672), arg=2, src=()),
|
|
UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(4, 1024, 50304, 768), strides=(51463168, 50257, 1, 0), offset=0, mask=((0, 4), (0, 1024), (0, 50257), (0, 768)), contiguous=False),)), src=()),)),)),)),)),))
|
|
|
|
opts = [Opt(op=OptOps.LOCAL, axis=1, arg=16), Opt(op=OptOps.LOCAL, axis=0, arg=8), Opt(op=OptOps.UPCAST, axis=2, arg=4), Opt(op=OptOps.UPCAST, axis=1, arg=4), Opt(op=OptOps.LOCAL, axis=1, arg=4), Opt(op=OptOps.UPCAST, axis=3, arg=4)]
|
|
kernel = Kernel(ast)
|
|
kernel.apply_opts(opts)
|
|
run_linearizer(kernel)
|
|
|
|
if __name__ == "__main__":
|
|
unittest.main() |