Files
tinygrad/extra/test_hcopt.py
George HotzandGitHub 5cf42dc4db add Scheduler to replace Kernel with POSTOPT=2 (#11924)
* ** simple kernel to replace Kernel for postopt

* support old

* fix beam

* beaming

* beam on old

* bring tensor cores back

* raise

* postbeam

* test ops passes on mac

* skip that

* postopt default

* gate that

* fix tensor cores

* a few test fixes

* dsp fix

* tc fix

* loop

* support swap

* test_gemv

* fix beam for variable

* test opts from high level stuff

* range annoying

* compile slow

* metal slow

* better beam

* no POSTBEAM

* fix nolocals

* hc opt mostly works

* put that back

* lil

* some work

* fix that

* POSTOPT 2

* fix tests

* no postopt 2

* work

* back

* padded tensors cores

* shift_to

* postopt 0 passes?

* write PADTO

* fix padded tensor cores

* compare hcopt

* 18000 lines

* should pass tests

* fix rangeify

* put types back
2025-09-03 19:23:30 -07:00

23 lines
781 B
Python

from extra.optimization.helpers import load_worlds, ast_str_to_lin
from tinygrad.codegen.lowerer import pm_lowerer, get_index
from tinygrad.uop.ops import graph_rewrite
from tinygrad.codegen.opt.postrange import Scheduler
from tinygrad.codegen.opt.heuristic import hand_coded_optimizations
if __name__ == "__main__":
ast_strs = load_worlds()
for i, ast_str in enumerate(ast_strs):
lin = ast_str_to_lin(ast_str)
opt1 = hand_coded_optimizations(lin)
lowered = graph_rewrite(lin.ast, pm_lowerer, ctx=get_index(lin.ast), bottom_up=True)
sch = Scheduler(lowered, lin.opts)
opt2 = hand_coded_optimizations(sch)
if opt1 != opt2:
print("*******")
print("Kernel: ", opt1)
print("Scheduler: ", opt2)
else:
print("******* MATCH")