better GPU block
MODIFY
test/test_llops.py
test/test_llops.py
@@ -3,14 +3,15 @@ import time
import unittest
from tqdm import trange
import numpy as np
-from tinygrad.llops.opencl import GPUBuffer, sync, unary_op, binary_op, reduce_op
from tinygrad.tensor import Device
+if Device.DEFAULT == Device.GPU:
+ from tinygrad.llops.opencl import GPUBuffer, sync, unary_op, binary_op, reduce_op
-def timeit(fxn, its=1000):
+def timeit(fxn, its=1000, done=lambda:None):
fxn()
st = time.monotonic()
- for _ in trange(its):
- fxn()
+ for _ in trange(its): fxn()
+ done()
return its/(time.monotonic() - st)
@unittest.skipUnless(Device.DEFAULT == Device.GPU, "Not Implemented")
@@ -20,8 +21,7 @@ class TestBenchmarkCL(unittest.TestCase):
buf = GPUBuffer(shape, hostbuf=np.ones(shape, dtype=np.float32))
def fxn():
unary_op('1.01*a', buf, buf)
- sync()
- its_sec = timeit(fxn, 100000)
+ its_sec = timeit(fxn, 100000, done=lambda: sync())
print(f"unary op (no sync) {its_sec:.2f} its/sec")
self.assertGreater(its_sec, 10000)

better GPU block