forked from tinygrad/tinygrad
fix render_marg [pr] (#17656)
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@@ -5,7 +5,7 @@ from tinygrad.tensor import Tensor
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from tinygrad.helpers import Timing, Context, cdiv
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from tinygrad.dtype import dtypes, AddrSpace, ConstFloat, Invalid # noqa: F401
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from tinygrad.device import Device
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from tinygrad.uop.ops import Ops, ParamArg, PatternMatcher, UOp, UPat, dtype_from_uop, exec_alu, graph_rewrite # noqa: F401 # ParamArg used by eval(str(uop)) roundtrip tests
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from tinygrad.uop.ops import Ops, AxisType, ParamArg, PatternMatcher, UOp, UPat, dtype_from_uop, exec_alu, graph_rewrite # noqa: F401 # ParamArg used by eval(str(uop)) roundtrip tests
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from tinygrad.uop.weak import pm_lower_index_dtype
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from tinygrad.uop.spec import spec_program, spec_shared, type_verify
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from tinygrad.uop.symbolic import sym, pm_remove_invalid
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@@ -457,6 +457,14 @@ class TestUopsObject(unittest.TestCase):
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self.assertEqual(a.device, Device.DEFAULT)
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class TestUOpRender(unittest.TestCase):
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def test_render_ssimplified_marg_outside_toposort(self):
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r = UOp.range(UOp.const(16, dtypes.int), 2, AxisType.WEAK, dtype=dtypes.int)
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offset = (r * 2) + (r * 2)
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shrink = UOp(Ops.SHRINK, src=(UOp.param(0, dtypes.uint, (32,)), offset, UOp.const(2, dtypes.int)))
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self.assertIsNot(shrink.src[1], shrink.marg[0][0])
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self.assertEqual(shrink.render(simplify=False), "p0.shrink((((r2*4), 2),))")
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self.assertEqual(UOp.range(1, 0, src=(shrink,), dtype=dtypes.int).render(simplify=False), "r0")
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def test_render_vectorize_empty(self):
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u = UOp(Ops.STACK, dtype=dtypes.void, src=())
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self.assertEqual(u.render(simplify=False), "{}")
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@@ -1,6 +1,6 @@
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from tinygrad.dtype import AddrSpace, dtypes
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from tinygrad.uop import Ops, GroupOp
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from tinygrad.uop.ops import ParamArg, UOp, PatternMatcher, UPat, multirange_str, range_str, consumer_map_from_toposort
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from tinygrad.uop.ops import ParamArg, UOp, PatternMatcher, UPat, multirange_str, range_str, consumer_map_from_toposort, sint
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from tinygrad.helpers import strip_parens
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def pretty_print(x:UOp, cache=None, d=0)->str:
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@@ -69,14 +69,15 @@ renderer_infer = PatternMatcher([
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# *** pyrender ***
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def srcs(ctx, src): return f"({ctx[src[0]]},)" if len(src) == 1 else f"({', '.join([ctx[x] for x in src])})"
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# marg is ssimplify'd, so a bound can be a node this graph never contained
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def marg_str(ctx, a:sint) -> str: return str(a) if not isinstance(a, UOp) else ctx[a] if a in ctx else a.render()
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def render_marg(ctx,x:UOp):
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if x.op is Ops.PERMUTE: return str(x.marg)
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if x.op is Ops.FLIP: return str(tuple([i for i,x in enumerate(x.marg) if x]))
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pieces = []
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if x.op in {Ops.RESHAPE, Ops.EXPAND}:
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pieces = [f"{ctx[a] if isinstance(a, UOp) else str(a)}" for a in x.marg]
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if x.op in {Ops.PAD, Ops.SHRINK}:
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pieces = [f"({ctx[a[0]] if isinstance(a[0], UOp) else str(a[0])}, {ctx[a[1]] if isinstance(a[1], UOp) else str(a[1])})" for a in x.marg]
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if x.op in {Ops.RESHAPE, Ops.EXPAND}: pieces = [marg_str(ctx, a) for a in x.marg]
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if x.op in {Ops.PAD, Ops.SHRINK}: pieces = [f"({marg_str(ctx, a[0])}, {marg_str(ctx, a[1])})" for a in x.marg]
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return f"({','.join(pieces)})" if len(pieces) != 1 else f"({pieces[0]},)"
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sugar = {Ops.SINK, Ops.END, Ops.STORE, Ops.LOAD, Ops.SQRT, Ops.INDEX, Ops.REDUCE, Ops.AFTER, Ops.THREEFRY,
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