mirror of https://github.com/commaai/tinygrad.git
hotfix: add test for JIT reset
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@ -8,10 +8,10 @@ from tinygrad.features.jit import TinyJit
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from tinygrad.device import Device
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from tinygrad.helpers import CI
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def _simple_test(add, extract=lambda x: x):
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def _simple_test(add, extract=lambda x: x, N=10):
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for _ in range(5):
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a = Tensor.randn(10, 10)
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b = Tensor.randn(10, 10)
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a = Tensor.randn(N, N)
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b = Tensor.randn(N, N)
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c = add(a, b)
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np.testing.assert_allclose(extract(c).numpy(), a.numpy()+b.numpy(), atol=1e-4, rtol=1e-5)
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assert_jit_cache_len(add, 1)
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@ -22,6 +22,13 @@ class TestJit(unittest.TestCase):
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def add(a, b): return (a+b).realize()
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_simple_test(add)
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def test_simple_jit_reset(self):
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@TinyJit
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def add(a, b): return (a+b).realize()
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_simple_test(add)
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add.reset()
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_simple_test(add, N=20)
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def test_simple_jit_norealize(self):
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@TinyJit
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def add(a, b): return (a+b)
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@ -15,6 +15,7 @@ class TestPickle(unittest.TestCase):
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t2:Tensor = pickle.loads(st)
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np.testing.assert_equal(t.numpy(), t2.numpy())
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@unittest.expectedFailure
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def test_pickle_jit(self):
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@TinyJit
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def add(a, b): return a+b+1
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@ -122,7 +122,8 @@ class TinyJit(Generic[ReturnType]):
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for p in get_parameters(self.ret): p.realize()
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self.jit_cache = CacheCollector.finish()
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assert len(self.jit_cache) != 0, "didn't JIT anything!"
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del self.fxn
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# TODO: reset doesn't work if we delete this
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#del self.fxn
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if DEBUG >= 1 and len(set(get_input_replace(self.jit_cache, input_rawbuffers).values())) != len(input_rawbuffers):
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print("WARNING: some input tensors not found")
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if DEBUG >= 1: print(f"JIT captured {len(self.jit_cache)} kernels with {len(input_rawbuffers)} inputs")
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