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pass z3.Context in validate ctx [pr] (#14423)
does not need to pass the whole solver
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@@ -16,8 +16,8 @@ def z3_xor(a:z3.BoolRef, b:z3.BoolRef) -> z3.BoolRef:
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z3_alu: dict[Ops, Callable[..., z3.ExprRef]] = python_alu | {Ops.MOD: lambda a,b: a-z3_cdiv(a,b)*b, Ops.IDIV: z3_cdiv,
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Ops.SHR: lambda a,b: a/(2**b.as_long()), Ops.SHL: lambda a,b: a*(2**b.as_long()),
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Ops.AND: lambda a,b: a%(b+1) if isinstance(b, z3.ArithRef) else a&b, Ops.WHERE: z3.If, Ops.XOR: z3_xor, Ops.MAX: lambda a,b: z3.If(a<b, b, a),}
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def create_bounded(name:str, vmin:int, vmax:int, solver:z3.Solver) -> tuple[z3.ArithRef, z3.BoolRef]:
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return (s:=z3.Int(name, ctx=solver.ctx)), (vmin <= s)&(s <= vmax)
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def create_bounded(name:str, vmin:int, vmax:int, z3ctx:z3.Context) -> tuple[z3.ArithRef, z3.BoolRef]:
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return (s:=z3.Int(name, ctx=z3ctx)), (vmin <= s)&(s <= vmax)
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z3_renderer = PatternMatcher([
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(UPat.var("cond").where(UPat.var("x"), UPat.const(dtypes.index, Invalid)), lambda x,cond,ctx: (ctx[1][x], ctx[1][cond])),
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@@ -27,16 +27,16 @@ z3_renderer = PatternMatcher([
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(UPat(Ops.RANGE, name="x"), lambda x,ctx: create_bounded(x.render(simplify=False), 0, ctx[1][x.src[0]]-1, ctx[0])),
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# loads are variables bounded by the min/max of the dtype
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(UPat(Ops.LOAD, dtypes.ints+(dtypes.index,), name="x"), lambda x,ctx: create_bounded(f"load{len(ctx[1])}", x.dtype.min, x.dtype.max, ctx[0])),
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(UPat(Ops.LOAD, dtypes.bool, name="x"), lambda x,ctx: (z3.Bool(f"load{len(ctx[1])}", ctx=ctx[0].ctx), None)),
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(UPat(Ops.LOAD, dtypes.bool, name="x"), lambda x,ctx: (z3.Bool(f"load{len(ctx[1])}", ctx=ctx[0]), None)),
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# constants
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(UPat(Ops.CONST, arg=Invalid, name="x"), lambda x,ctx: (z3.Int("Invalid", ctx=ctx[0].ctx), None)),
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(UPat(Ops.CONST, dtypes.ints+(dtypes.index,), name="x"), lambda x,ctx: (z3.IntVal(x.arg, ctx=ctx[0].ctx), None)),
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(UPat(Ops.CONST, dtypes.bool, name="x"), lambda x,ctx: (z3.BoolVal(x.arg, ctx=ctx[0].ctx), None)),
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(UPat(Ops.CONST, arg=Invalid, name="x"), lambda x,ctx: (z3.Int("Invalid", ctx=ctx[0]), None)),
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(UPat(Ops.CONST, dtypes.ints+(dtypes.index,), name="x"), lambda x,ctx: (z3.IntVal(x.arg, ctx=ctx[0]), None)),
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(UPat(Ops.CONST, dtypes.bool, name="x"), lambda x,ctx: (z3.BoolVal(x.arg, ctx=ctx[0]), None)),
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# casts from floats create new variables
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(UPat(Ops.CAST, dtypes.ints+(dtypes.index,), src=(UPat(dtype=dtypes.floats),), name="x"), lambda x,ctx:
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create_bounded(f"cast{len(ctx[1])}", x.dtype.min, x.dtype.max, ctx[0])),
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# A comparison between floats introduces a new bool variable
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(UPat(GroupOp.Comparison, src=UPat(dtype=dtypes.floats), name="x"), lambda x,ctx: (z3.Bool(f"float_cmp{len(ctx[1])}", ctx=ctx[0].ctx), None)),
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(UPat(GroupOp.Comparison, src=UPat(dtype=dtypes.floats), name="x"), lambda x,ctx: (z3.Bool(f"float_cmp{len(ctx[1])}", ctx=ctx[0]), None)),
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# casts from bool/int to int/bool
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(UPat(Ops.CAST, dtypes.ints+(dtypes.index,),src=(UPat.var("x", dtypes.bool),), name="c"), lambda x,c,ctx: (z3.If(ctx[1][x], 1, 0), None)),
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(UPat(Ops.CAST, dtypes.ints+(dtypes.index,), src=(UPat.var("x", dtypes.ints+(dtypes.index,)),), name="c"), lambda x,c,ctx: (ctx[1][x], None)),
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@@ -48,7 +48,7 @@ def uops_to_z3(solver:z3.Solver, *uops: UOp) -> list[z3.ExprRef]:
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lst = list(UOp.sink(*uops).toposort(gate=lambda x: x.dtype.scalar() in dtypes.ints+(dtypes.bool, dtypes.index) or x.op is Ops.SINK))[:-1]
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z3map: dict[UOp, z3.ExprRef] = {}
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for u in lst:
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z3_rewritten = z3_renderer.rewrite(u, ctx=(solver, z3map))
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z3_rewritten = z3_renderer.rewrite(u, ctx=(solver.ctx, z3map))
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if z3_rewritten is None: raise NotImplementedError(f"{u.op} is not supported by z3")
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new_u, constraint = cast(tuple[z3.ArithRef, z3.BoolRef|None], z3_rewritten)
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if constraint is not None: solver.add(constraint)
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