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tinygrab/test/test_conv_shapetracker.py

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840 B
Python

#!/usr/bin/env python
import unittest
from tinygrad.tensor import Tensor, Device
from tinygrad.nn import Conv2d
from tinygrad.ops import GlobalCounters
#@unittest.skipUnless(Device.DEFAULT == "GPU", "Only GPU supports cache")
@unittest.skip("with JIT changes, you only get the raw buffer")
class TestConvShapetracker(unittest.TestCase):
def test_conv_3x3_one_view(self):
inp = Tensor.randn(1,16,10,10).realize()
conv = Conv2d(16, 32, (3,3))
conv(inp).realize()
GlobalCounters.cache = []
conv(inp).realize()
test = GlobalCounters.cache
GlobalCounters.cache = None
assert len(test) == 1, f"conv should only have one kernel {[x[0].name for x in test]}"
print(test[0][0].prg)
for arg in test[0][1]:
print(arg.st)
assert len(arg.st.views) == 1
if __name__ == '__main__':
unittest.main()