forked from tinygrad/tinygrad
Adapt >> for division by power of two to all ints (#10803)
* Change divison by power of two to always use shift * Change test to test int instead of uint * simplify condition * add old rule back with comment * remove import * use sresolve instead of simplify * use keyword in simplify instead of sresolve * webgpu cast y to uint * remove comment * explicitly set dtype in wgsl * without simplify * undo simplify kwarg * change test to test both int32 and uint32
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+10
-9
@@ -361,15 +361,16 @@ class TestAssembly(unittest.TestCase):
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self.assertIn(Ops.MUL, ops)
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def test_division_power_of_two(self):
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g = UOp(Ops.DEFINE_GLOBAL, dtypes.uint32.ptr(), (), 0)
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c = UOp(Ops.CONST, dtypes.uint, (), 2)
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l = UOp(Ops.LOAD, dtypes.uint, (g.index(c),))
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a = UOp(Ops.IDIV, dtypes.uint, (l, c))
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uops = to_uops_list([a], opts=Device[Device.DEFAULT].renderer)
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Device[Device.DEFAULT].renderer.render(uops)
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ops = [x.op for x in uops]
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self.assertIn(Ops.SHR, ops)
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self.assertNotIn(Ops.IDIV, ops)
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for dt in (dtypes.int32, dtypes.uint32):
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g = UOp(Ops.DEFINE_GLOBAL, dt.ptr(), (), 0)
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c = UOp(Ops.CONST, dt, (), 2)
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l = UOp(Ops.LOAD, dt, (g.index(c),))
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a = UOp(Ops.IDIV, dt, (l, c))
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uops = to_uops_list([a], opts=Device[Device.DEFAULT].renderer)
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Device[Device.DEFAULT].renderer.render(uops)
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ops = [x.op for x in uops]
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self.assertIn(Ops.SHR, ops, f"For dtype={dt} divison by power of two did not simplify to shift")
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self.assertNotIn(Ops.IDIV, ops, f"For dtype={dt} divison by power of two did not simplify to shift")
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def test_fast_idiv_and_mod(self):
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g = UOp(Ops.DEFINE_GLOBAL, dtypes.uint32.ptr(), (), 0)
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@@ -4,7 +4,7 @@ from collections import defaultdict
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from dataclasses import dataclass
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from tinygrad.device import is_dtype_supported
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from tinygrad.dtype import dtypes, ImageDType, PtrDType, promo_lattice, DType
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from tinygrad.uop.ops import UOp, Ops, UPat, PatternMatcher, resolve, graph_rewrite, GroupOp, identity_element
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from tinygrad.uop.ops import UOp, Ops, UPat, PatternMatcher, graph_rewrite, GroupOp, identity_element
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from tinygrad.uop.symbolic import split_uop, uop_given_valid, parse_valid, simplify_valid, sym, symbolic_flat
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from tinygrad.helpers import getenv, flatten, AMX, prod, partition
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from tinygrad.uop.transcendental import xexp2, xlog2, xsin, xpow, TRANSCENDENTAL_SUPPORTED_DTYPES
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@@ -175,9 +175,10 @@ def get_late_rewrite_patterns(ops, force_transcendental=False):
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# rewrite MUL/IDIV to SHL+SHR: x*(2**y) -> shl(x,y) and x//(2**y) -> shr(x,y)
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if Ops.SHL in ops: pat += [(UPat.var("x", dtypes.ints)*UPat.cvar("c"), lambda c,x: x << v if (v:=powers_of_two.get(c.arg, 0)) else None)]
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if Ops.SHR in ops:
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# no reason to check x>=0 for uints
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# no reason to check x<0 for uints
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pat += [(UPat.var("x", dtypes.uints)//UPat.cvar("c"), lambda x,c: x >> v if (v:=powers_of_two.get(c.arg, 0)) else None)]
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pat += [(UPat.var("x", dtypes.sints)//UPat.cvar("c"), lambda x,c: x >> v if (v:=powers_of_two.get(c.arg, 0)) and resolve(x>=0,False) else None)]
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pat += [(UPat.var("x", dtypes.ints)//UPat.cvar("c"), lambda x,c: (x+(l.const_like(l.vmin) if (l:=(x<0)).vmin==l.vmax else l).where(
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c-1, 0)) >> v if (v:=powers_of_two.get(c.arg, 0)) else None)] # (x+(x<0).where(c-1, 0)) >> v
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if not getenv("DISABLE_FAST_IDIV"):
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pat += [(UPat.var("x", dtypes.ints)//UPat.cvar("d"), lambda ctx, x, d: fast_idiv(ctx, x, d.arg))]
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pat += [(UPat.var("x", dtypes.ints)%UPat.cvar("d"), lambda ctx, x, d: x - d*f if (f:=fast_idiv(ctx, x, d.arg)) is not None else None)]
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@@ -32,7 +32,8 @@ wgsl_matcher = PatternMatcher([
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(UPat.load(UPat.var("b"), UPat.cvar("c"), name="l"),lambda l,b,c: packed_load(l,b,l.dtype,c.cast(dtypes.uint32)) if is_packed(l.dtype) else None),
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(UPat.load(UPat.var("b"), name='l', allow_any_len=True), lambda l,b: packed_load(l, b, l.dtype) if is_packed(l.dtype) else None),
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(UPat.store(UPat.var("bidx"), UPat.var("var"), allow_any_len=True), lambda bidx,var: packed_store(bidx,var) if is_packed(var.dtype) else None),
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(UPat.var("a") << UPat.var("b"),lambda a,b:(a.bitcast(dtypes.uint32)<<b.cast(dtypes.uint32)).bitcast(a.dtype) if b.dtype!=dtypes.uint32 else None)
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(UPat.var("a") << UPat.var("b"),lambda a,b:(a.bitcast(dtypes.uint32)<<b.cast(dtypes.uint32)).bitcast(a.dtype) if b.dtype!=dtypes.uint32 else None),
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(UPat.var("x") >> UPat.var("y"), lambda x,y: UOp(Ops.SHR, x.dtype, (x,y.cast(dtypes.uint))) if y.dtype != dtypes.uint else None),
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]) + extra_pm
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class WGSLRenderer(CStyleLanguage):
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