mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-02-12 23:54:58 -05:00
ddbdb52f77
* wmma: enable METAL half tensor cores and clean up cstyle * revert simple_matmul rand changes and break line in tensor * added metal fp16->fp32 tensor core
16 lines
698 B
Python
16 lines
698 B
Python
import numpy as np
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from tinygrad.helpers import getenv
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from tinygrad import dtypes, Tensor
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dtype_in = dtypes.half if getenv("HALF") else dtypes.float
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acc_dtype = dtypes.half if getenv("ACC_HALF") else None
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N = getenv("N", 4096)
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CNT = getenv("CNT", 10)
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a, b = Tensor.rand(N, N, dtype=dtype_in).realize(), Tensor.rand(N, N, dtype=dtype_in).realize()
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for i in range(CNT):
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if i > 0 and getenv("RAND", 0) != 0:
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a, b = Tensor.rand(N, N, dtype=dtype_in).realize(), Tensor.rand(N, N, dtype=dtype_in).realize()
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c = a.matmul(b, acc_dtype=acc_dtype).realize()
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comp = a.numpy().astype(np.float32) @ b.numpy().astype(np.float32)
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nc = c.numpy()
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np.testing.assert_allclose(nc, comp, atol=1e-4, rtol=3e-2)
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