forked from tinygrad/tinygrad
add device range as src[1] to multi (kimi) (#17264)
* add device range as src[1] to multi (kimi) * cleanup * fix tests
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@@ -1,6 +1,6 @@
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import unittest, random
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from tinygrad import Tensor, Device, nn, GlobalCounters, TinyJit, dtypes, Variable
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from tinygrad.uop.ops import Ops, UOp
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from tinygrad.uop.ops import Ops, UOp, AxisType
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from tinygrad.helpers import getenv, prod, Context
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from tinygrad.nn.state import get_parameters
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from tinygrad.engine.realize import run_linear, compile_linear
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@@ -52,8 +52,10 @@ class TestMultiTensor(unittest.TestCase):
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def test_shard(self):
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X = Tensor.ones(256).contiguous().realize()
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X.shard_(devices_2, 0)
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for lb in X.uop.src:
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assert lb.shape == (128,)
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assert X.uop.src[0].shape == (128,)
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# the MULTI carries and ends the DEVICE range as its second src
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assert X.uop.src[1].op is Ops.RANGE and X.uop.src[1].arg[-1] is AxisType.DEVICE
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assert X.uop.ended_ranges == X.uop.src[1:]
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(X + X).realize()
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@unittest.expectedFailure # TODO: fix
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@@ -30,7 +30,7 @@ class TestRealizeIsRealized(unittest.TestCase):
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def test_multi(self):
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d = Device.DEFAULT
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t = Tensor.ones(8).contiguous().shard((d, d), axis=0).realize()
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assert all(u.is_realized for u in t.uop.src)
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assert t.uop.src[0].is_realized
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def test_empty(self):
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t = Tensor.empty(4, 4).realize()
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