# this is a temporary intermediate step while we remove this index style from tinygrad.uop.ops import PatternMatcher, UPat, Ops from tinygrad.dtype import Invalid, dtypes pm_move_gates_from_index = PatternMatcher([ # for image idx (must be first) (UPat.var("buf").index(UPat.var("gate").where(UPat.var("idx_y"), UPat(arg=Invalid)), UPat.var("gate").where(UPat.var("idx_x"), UPat(arg=Invalid))).load(name="l"), lambda buf,gate,idx_y,idx_x,l: buf.index(idx_y, idx_x).load(l.vconst_like(0), gate)), (UPat.var("buf").index(UPat.var("gate").where(UPat.var("idx_y"), UPat(arg=Invalid)), UPat.var("gate").where(UPat.var("idx_x"), UPat(arg=Invalid))).store(UPat.var("data")), lambda buf,gate,idx_y,idx_x,data: buf.index(idx_y, idx_x).store(data, gate)), # here we create the alt value for load to be 0s and remove the where Invalid (UPat((Ops.INDEX, Ops.SHRINK), src=(UPat(), UPat.var("gate").where(UPat.var("idx"), UPat(arg=Invalid)),), name="mop", allow_any_len=True) \ .load(name="l"), lambda mop,gate,idx,l: mop.replace(src=(mop.src[0],idx)+mop.src[2:]).load(l.vconst_like(0), gate)), (UPat((Ops.INDEX, Ops.SHRINK), src=(UPat(), UPat.var("gate").where(UPat.var("idx"), UPat(arg=Invalid)),), name="mop", allow_any_len=True) \ .store(UPat.var("data")), lambda mop,gate,idx,data: mop.replace(src=(mop.src[0],idx)+mop.src[2:]).store(data, gate)), # Where after gated load becomes alt value (UPat.var("gate").where(UPat().load(UPat(), UPat.var("gate", dtype=dtypes.bool), name="l").or_casted(), UPat.var("a")), lambda gate,l,a: l.replace(src=(l.src[0], a.src[0] if a.op is Ops.CAST and a.src[0].dtype == l.dtype else a.cast(l.dtype), l.src[2])).cast(a.dtype)), (UPat.var("gate").where(UPat.var("a"), UPat().load(UPat(), ~UPat.var("gate", dtype=dtypes.bool), name="l").or_casted()), lambda gate,l,a: l.replace(src=(l.src[0], a.src[0] if a.op is Ops.CAST and a.src[0].dtype == l.dtype else a.cast(l.dtype), l.src[2])).cast(a.dtype)), ])