Files
2026-09-03 18:23:24 -05:00

882 lines
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Python

# flake8: noqa: E702
# allow semicolons to put multiple ops on one line
import sys, struct, functools
from typing import cast
from tinygrad.dtype import dtypes, DType, truncate, AddrSpace
from tinygrad.uop import FastEnum, auto, Ops, GroupOp
from tinygrad.uop.ops import UOp, UPat, PatternMatcher
from tinygrad.renderer.isa import ISARenderer, IselContext, Register, PreRegAllocContext, greg
from tinygrad.helpers import getenv, NUM_CPU_THREADS, unwrap, Target
# ***** X86 Ops *****
class X86Ops(FastEnum):
# NOTE: X86Ops with i suffix are variants that take an immediate, m suffix are variants that can write to memory instead of read from
# these aren't real instructions, DEFINE is a register placeholder that defines a register without emitting an instruction
FRAME_INDEX = auto(); LABEL = auto(); DEFINE = auto(); LOOP_CMP = auto()
# index
LEA = auto()
# register / memory / immediate moves
MOV = auto(); MOVm = auto(); MOVi = auto(); MOVABS = auto()
VMOVSS = auto(); VMOVSD = auto(); VMOVUPS = auto()
VMOVSSm = auto(); VMOVSDm = auto(); VMOVUPSm = auto()
# casts
MOVZX = auto(); MOVSX = auto(); MOVSXD = auto()
VPMOVZXBW = auto(); VPMOVZXBD = auto(); VPMOVZXBQ = auto()
VPMOVZXWD = auto(); VPMOVZXWQ = auto(); VPMOVZXDQ = auto()
VPMOVSXBW = auto(); VPMOVSXBD = auto(); VPMOVSXBQ = auto()
VPMOVSXWD = auto(); VPMOVSXWQ = auto(); VPMOVSXDQ = auto()
VCVTDQ2PS = auto(); VCVTDQ2PD = auto(); VCVTTPS2DQ = auto(); VCVTTPD2DQ = auto()
VCVTPH2PS = auto(); VCVTPS2PH = auto(); VCVTPS2PD = auto(); VCVTPD2PS = auto()
VCVTSS2SD = auto(); VCVTSD2SS = auto(); VCVTSI2SS = auto(); VCVTSI2SD = auto()
VCVTTSS2SI = auto(); VCVTTSD2SI = auto()
# bitcasts
VMOVD = auto(); VMOVQ = auto(); VMOVDm = auto(); VMOVQm = auto()
# comparisons
VUCOMISS = auto(); VUCOMISD = auto()
VCMPSS = auto(); VCMPSD = auto(); VCMPPS = auto(); VCMPPD = auto()
VPCMPGTB = auto(); VPCMPGTW = auto(); VPCMPGTD = auto(); VPCMPGTQ = auto()
VPCMPEQB = auto(); VPCMPEQW = auto(); VPCMPEQD = auto(); VPCMPEQQ = auto()
SETNE = auto(); SETE = auto(); SETL = auto(); SETB = auto()
# where
CMOVNE = auto(); CMOVE = auto(); CMOVL = auto(); CMOVB = auto()
VPBLENDVB = auto(); VBLENDVPS = auto(); VBLENDVPD = auto()
# jumps
JNE = auto(); JE = auto(); JL = auto(); JB = auto(); JGE = auto(); JMP = auto()
# vectorize / gep
VINSERTPS = auto(); VPSRLDQ = auto()
VPEXTRB = auto(); VPEXTRW = auto(); VPEXTRD = auto(); VPEXTRQ = auto()
VPINSRB = auto(); VPINSRW = auto(); VPINSRD = auto(); VPINSRQ = auto()
# int binary
IDIV = auto(); DIV = auto()
ADD = auto(); ADDi = auto(); SUB = auto(); SUBi = auto(); IMUL = auto(); IMULi = auto()
AND = auto(); ANDi = auto(); XOR = auto(); XORi = auto(); OR = auto(); ORi = auto()
SHL = auto(); SHLi = auto(); SHR = auto(); SHRi = auto(); SAR = auto(); SARi = auto(); CMP = auto(); CMPi = auto()
# float unary (sometimes not unary)
VROUNDSS = auto(); VROUNDSD = auto(); VROUNDPS = auto(); VROUNDPD = auto()
VSQRTSS = auto(); VSQRTSD = auto(); VSQRTPS = auto(); VSQRTPD = auto()
# float scalar / vector binary
VADDSS = auto(); VADDSD = auto(); VADDPS = auto(); VADDPD = auto()
VSUBSS = auto(); VSUBSD = auto(); VSUBPS = auto(); VSUBPD = auto()
VMULSS = auto(); VMULSD = auto(); VMULPS = auto(); VMULPD = auto()
VDIVSS = auto(); VDIVSD = auto(); VDIVPS = auto(); VDIVPD = auto()
# int vector binary
VPADDB = auto(); VPADDW = auto(); VPADDD = auto(); VPADDQ = auto()
VPSUBB = auto(); VPSUBW = auto(); VPSUBD = auto(); VPSUBQ = auto()
VPMULLW = auto(); VPMULLD = auto()
# packed bitwise
VPAND = auto(); VPOR = auto(); VPXOR = auto()
# packed variable shifts
VPSLLVD = auto(); VPSLLVQ = auto(); VPSRLVD = auto(); VPSRLVQ = auto(); VPSRAVD = auto()
# return
RET = auto()
class X86GroupOp:
# X86Ops whose first src is also the destination
TwoAddress = {X86Ops.ADD, X86Ops.ADDi, X86Ops.AND, X86Ops.ANDi, X86Ops.XOR, X86Ops.XORi, X86Ops.OR, X86Ops.ORi, X86Ops.IMUL,
X86Ops.SUB, X86Ops.SUBi, X86Ops.SHL, X86Ops.SHLi, X86Ops.SHR, X86Ops.SHRi, X86Ops.SAR, X86Ops.SARi,
X86Ops.IDIV, X86Ops.DIV, X86Ops.CMOVNE, X86Ops.CMOVE, X86Ops.CMOVL, X86Ops.CMOVB}
# X86Ops whose first src can read from memory
ReadMem1st = {X86Ops.MOV, X86Ops.VMOVSS, X86Ops.VMOVSD, X86Ops.VMOVUPS, X86Ops.MOVZX, X86Ops.MOVSX, X86Ops.MOVSXD, X86Ops.VMOVD, X86Ops.VMOVQ,
X86Ops.VPMOVZXBW, X86Ops.VPMOVZXBD, X86Ops.VPMOVZXBQ, X86Ops.VPMOVZXWD, X86Ops.VPMOVZXWQ, X86Ops.VPMOVZXDQ,
X86Ops.VPMOVSXBW, X86Ops.VPMOVSXBD, X86Ops.VPMOVSXBQ, X86Ops.VPMOVSXWD, X86Ops.VPMOVSXWQ, X86Ops.VPMOVSXDQ,
X86Ops.VCVTDQ2PS, X86Ops.VCVTDQ2PD, X86Ops.VCVTTPS2DQ, X86Ops.VCVTTPD2DQ, X86Ops.VCVTTSS2SI, X86Ops.VCVTTSD2SI,
X86Ops.VCVTPH2PS, X86Ops.VCVTPS2PD, X86Ops.VCVTPD2PS, X86Ops.VROUNDPS, X86Ops.VROUNDPD, X86Ops.VSQRTPS, X86Ops.VSQRTPD,
X86Ops.CMPi, X86Ops.IMULi, X86Ops.LEA}
# X86Ops whose second src can read from memory NOTE: some of these are TwoAddress so the second src is actually the first
ReadMem2nd = {X86Ops.ADD, X86Ops.SUB, X86Ops.AND, X86Ops.OR, X86Ops.XOR, X86Ops.IMUL, X86Ops.CMP,
X86Ops.VADDSS, X86Ops.VADDSD, X86Ops.VADDPS, X86Ops.VADDPD, X86Ops.VSUBSS, X86Ops.VSUBSD, X86Ops.VSUBPS, X86Ops.VSUBPD,
X86Ops.VMULSS, X86Ops.VMULSD, X86Ops.VMULPS, X86Ops.VMULPD, X86Ops.VDIVSS, X86Ops.VDIVSD, X86Ops.VDIVPS, X86Ops.VDIVPD,
X86Ops.VPADDB, X86Ops.VPADDW, X86Ops.VPADDD, X86Ops.VPADDQ, X86Ops.VPSUBB, X86Ops.VPSUBW, X86Ops.VPSUBD, X86Ops.VPSUBQ,
X86Ops.VPCMPEQB, X86Ops.VPCMPEQW, X86Ops.VPCMPEQD, X86Ops.VPCMPEQQ, X86Ops.VPBLENDVB, X86Ops.VBLENDVPS, X86Ops.VBLENDVPD,
X86Ops.VPCMPGTB, X86Ops.VPCMPGTW, X86Ops.VPCMPGTD, X86Ops.VPCMPGTQ, X86Ops.VCMPSS, X86Ops.VCMPSD, X86Ops.VCMPPS, X86Ops.VCMPPD,
X86Ops.VPMULLW, X86Ops.VPMULLD, X86Ops.VROUNDSS, X86Ops.VROUNDSD, X86Ops.VSQRTSS, X86Ops.VSQRTSD, X86Ops.VINSERTPS,
X86Ops.VPINSRB, X86Ops.VPINSRW, X86Ops.VPINSRD, X86Ops.VPINSRQ, X86Ops.VPAND, X86Ops.VPOR, X86Ops.VPXOR, X86Ops.VPSLLVD,
X86Ops.VPSLLVQ, X86Ops.VPSRLVD, X86Ops.VPSRLVQ, X86Ops.VPSRAVD, X86Ops.CMOVNE, X86Ops.CMOVE, X86Ops.CMOVL, X86Ops.CMOVB,
X86Ops.VCVTSI2SS, X86Ops.VCVTSI2SD, X86Ops.VCVTSS2SD, X86Ops.VCVTSD2SS, X86Ops.VUCOMISS, X86Ops.VUCOMISD, X86Ops.IDIV, X86Ops.DIV}
# X86Ops that can write to memory
WriteMem = {X86Ops.MOVm, X86Ops.MOVi, X86Ops.VMOVSSm, X86Ops.VMOVSDm, X86Ops.VMOVUPSm, X86Ops.VMOVDm, X86Ops.VMOVQm,
X86Ops.ADDi, X86Ops.SUBi, X86Ops.ANDi, X86Ops.ORi, X86Ops.XORi, X86Ops.SHL, X86Ops.SHLi, X86Ops.SHR, X86Ops.SHRi, X86Ops.SAR,
X86Ops.SARi, X86Ops.SETNE, X86Ops.SETE, X86Ops.SETL, X86Ops.SETB,
X86Ops.VCVTPS2PH, X86Ops.VPEXTRB, X86Ops.VPEXTRW, X86Ops.VPEXTRD, X86Ops.VPEXTRQ}
# X86Ops that read flags
ReadFlags = {X86Ops.CMOVB, X86Ops.CMOVL, X86Ops.CMOVE, X86Ops.CMOVNE, X86Ops.SETB, X86Ops.SETL, X86Ops.SETE, X86Ops.SETNE, X86Ops.JB, X86Ops.JL,
X86Ops.JE, X86Ops.JNE, X86Ops.JGE}
# X86Ops that write flags or can modify flags to undefined values
WriteFlags = {X86Ops.CMP, X86Ops.CMPi, X86Ops.ADD, X86Ops.ADDi, X86Ops.SUB, X86Ops.SUBi, X86Ops.IMUL, X86Ops.IMULi, X86Ops.IDIV, X86Ops.DIV,
X86Ops.SHL, X86Ops.SHLi, X86Ops.SHR, X86Ops.SHRi, X86Ops.SAR, X86Ops.SARi, X86Ops.AND, X86Ops.ANDi, X86Ops.XOR, X86Ops.XORi,
X86Ops.OR, X86Ops.ORi, X86Ops.VUCOMISS, X86Ops.VUCOMISD}
# X86Ops whose first src is the rm field
Rm1st = ReadMem1st | (ReadMem2nd & TwoAddress) | {X86Ops.VPSRLDQ}
# X86Ops whose second src is the rm field
Rm2nd = ReadMem2nd
All = set(X86Ops)
# ***** X86 legalization *****
extra_matcher = PatternMatcher([
# bool CMPNE is XOR, bool CMPEQ is XOR+XOR, bool CMPLT is XOR+AND
(UPat.var('x', dtypes.bool).ne(UPat.var('y')), lambda x,y: x^y),
(UPat.var('x', dtypes.bool).alu(Ops.CMPEQ, UPat.var('y')), lambda x,y: (x^y)^True),
(UPat.var('x', dtypes.bool)<UPat.var('y'), lambda x,y: (x^True)&y),
# can't cast from float16 to ints/float64 directly and vice versa
(UPat.var("y", dtypes.float16).cast((dtypes.float64,)+dtypes.ints, name="x"), lambda y,x: y.cast(dtypes.float32).cast(x.dtype)),
(UPat.var("y", (dtypes.float64,)+dtypes.ints).cast(dtypes.float16, name="x"), lambda y,x: y.cast(dtypes.float32).cast(x.dtype)),
# can't cast from float to int8/16 directly and vice versa
(UPat.var("y", dtypes.floats).cast(dtypes.int8s+dtypes.int16s, name="x"), lambda y,x: y.cast(dtypes.int32).cast(x.dtype)),
(UPat.var("y", (dtypes.bool,)+dtypes.int8s+dtypes.int16s).cast(dtypes.floats, name="x"), lambda y,x: y.cast(dtypes.int32).cast(x.dtype)),
# int/float casts only for signed int
(UPat.var("y", dtypes.uint32).cast(dtypes.floats, name="x"), lambda y,x: y.cast(dtypes.int64).cast(x.dtype)),
# casting uint64 to float requires special handling
(UPat.var("y", dtypes.uint64).cast(dtypes.floats, name="x"), lambda y,x:
(y >> 1).cast(dtypes.int64).cast(x.dtype) * 2 + (y & 1).cast(dtypes.int64).cast(x.dtype)),
# no int8 mul or cmove, cast to int16
(UPat.var("a", dtypes.int8s) * UPat.var("b"), lambda a,b: (a.cast(dtypes.int16) * b.cast(dtypes.int16)).cast(a.dtype)),
(UPat.var("m").where(UPat.var("a", (dtypes.bool,)+dtypes.int8s), UPat.var("b")),
lambda m,a,b: m.where(a.cast(dtypes.int16), b.cast(dtypes.int16)).cast(a.dtype) if a.max_numel() == 1 else None),
# float16 alus are done in float32
(UPat(GroupOp.ALU, dtypes.float16, name="x"), lambda x: UOp(x.op, dtypes.float,
tuple(s.cast(dtypes.float) if s.dtype != dtypes.bool else s for s in x.src)).cast(x.dtype)),
(UPat(GroupOp.Comparison, src=(UPat.var("a", dtypes.float16), UPat.var("b")), name="x"),
lambda x,a,b: UOp(x.op, src=(a.cast(dtypes.float32), b.cast(dtypes.float32))).cast(x.dtype)),
# no cmpne for packed ints, y != x => !(y==x)
(UPat(Ops.CMPNE, src=(UPat.var("y", dtypes.ints), UPat.var("x")), name="cmp"),
lambda y,x,cmp: UOp(Ops.CMPEQ, src=(y,x))^True if y.max_numel() > 1 else None),
# float where expects a mask
(UPat.var("m", dtypes.bool).where(UPat.var("a", dtypes.floats), UPat.var("b")),
lambda m,a,b: m.cast(a.dtype).ne(0).where(a, b) if m.src[0].dtype not in dtypes.floats else None),
# rewrite -x -> 0 - x
(UPat(Ops.NEG, name="x"), lambda x: UOp(Ops.SUB, src=(x.const_like(0),) + x.src)),
# TODO: add support for mod, requires support for accessing the 2nd+ reg of a multi output instruction
(UPat(Ops.CMOD, src=(UPat.var("x"), UPat.var("y"))), lambda x,y: x - y * x.alu(Ops.CDIV, y)),
])
# ***** X86 pre instruction selection *****
def scratch_buffer(elem_dt:DType, count:int, slot:int) -> UOp:
return UOp.placeholder((count,), elem_dt, slot, AddrSpace.LOCAL)
def gated_load(ctx, addr:UOp, alt:UOp, gate:UOp, x:UOp):
local = scratch_buffer(addr.src[0].dtype.scalar(), x.max_numel(), next(ctx))
local_idx = local.index(UOp.const(0, dtypes.int32), dtype=dtypes.uint64)
# the selected address is a 64bit value, the AFTER orders the load after the scratch store and carries the element dtype for the encoder
sel = gate.where(addr.replace(dtype=dtypes.uint64), local_idx)
ptr = UOp(Ops.AFTER, addr.dtype, (sel, (local_idx if x.max_numel() == 1 else local).store(alt)))
return ptr.load(dtype=x.dtype)
def gated_store(addr:UOp, gate:UOp, val:UOp):
local = scratch_buffer(addr.src[0].dtype.scalar(), val.max_numel(), -1)
sel = gate.where(addr.replace(dtype=dtypes.uint64), local.index(UOp.const(0, dtypes.int32), dtype=dtypes.uint64))
return UOp(Ops.AFTER, addr.dtype, (sel,)).store(val)
# legalize the new style graph for isel. NOTE: this runs after the spec is verified, some of these rewrites violate it
pre_isel_matcher = PatternMatcher([
# noop casts: zero extending scalar 32bit int, same-width signed/unsigned, narrowing scalar int
(UPat.var("y", dtypes.uint32).cast(dtypes.int64s, name="x"), lambda y,x: x.replace(op=Ops.NOOP, arg=None) if y.max_numel() == 1 else None),
(UPat.var("y", dtypes.ints+(dtypes.bool,)).cast(dtypes.ints, name="x"),
lambda y,x: x.replace(op=Ops.NOOP, arg=None) if x.dtype.itemsize == y.dtype.itemsize and y.max_numel() == 1 else None),
(UPat.var("y", dtypes.ints).cast(dtypes.ints, name="x"),
lambda y,x: x.replace(op=Ops.NOOP, arg=None) if x.dtype.itemsize < y.dtype.itemsize and y.max_numel() == 1 else None),
# bitcasts between scalar floats and ints are real, rest are noops
(UPat.var("y").bitcast().named("x"), lambda y,x: None if y.dtype in dtypes.floats and x.dtype in dtypes.ints or \
y.dtype in dtypes.ints and x.dtype in dtypes.floats else x.replace(op=Ops.NOOP, arg=None)),
# gated load/store become a conditional move on the address, the load/store are unconditional
(UPat((Ops.INDEX, Ops.SHRINK), name="addr").load(UPat.var("alt"), UPat.var("gate"), name="x"), gated_load),
(UPat((Ops.INDEX, Ops.SHRINK), name="addr").store(UPat.var("val"), UPat.var("gate")), gated_store),
# TODO: remove this once we allow all flag producing ops in cmove
# if gate in scalar int cmove is not a comparison need to add one to set the flag
# NOTE: the 0 is int so the bool gate zero-extends and compares as int (a byte compare renders different kernels)
(UPat.var("m", dtypes.bool).where(UPat.var("a"), UPat.var("b")),
lambda m,a,b: m.ne(UOp.const(0, dtypes.int)).where(a,b) if m.op not in GroupOp.Comparison else None),
])
# ***** X86 registers *****
RAX = Register("rax", 0)
RCX = Register("rcx", 1)
RDX = Register("rdx", 2)
RBX = Register("rbx", 3)
RSP = Register("rsp", 4)
RBP = Register("rbp", 5)
RSI = Register("rsi", 6)
RDI = Register("rdi", 7)
GPR = (RAX, RCX, RDX, RBX, RSP, RBP, RSI, RDI) + tuple(Register(f"r{i}", i) for i in range(8, 16))
XMM = tuple(Register(f"xmm{i}", i, size=16) for i in range(16))
# gprs you can write to
WGPR = tuple(r for r in GPR if r != RSP)
CALLEE_SAVED = (RBX, RBP, GPR[12], GPR[13], GPR[14], GPR[15]) + ((RSI, RDI) + XMM[6:16] if sys.platform == "win32" else ())
reg_strs = {"rax": {4:"eax", 2:"ax", 1:"al"}, "rcx": {4:"ecx", 2:"cx", 1:"cl"}, "rdx": {4:"edx", 2:"dx", 1:"dl"}, "rbx": {4:"ebx", 2:"bx", 1:"bl"},
"rsp": {4:"esp", 2:"sp", 1:"spl"}, "rbp": {4:"ebp", 2:"bp", 1:"bpl"}, "rsi": {4:"esi", 2:"si", 1:"sil"}, "rdi": {4:"edi", 2:"di", 1:"dil"},
**{f"r{i}": {4:f"r{i}d", 2:f"r{i}w", 1:f"r{i}b"} for i in range(8, 16)}, **{f"xmm{i}": {64:f"zmm{i}", 32:f"ymm{i}"} for i in range(16)}}
# ***** X86 instruction selection *****
def base(x:UOp, i:int) -> UOp: return s.src[0] if (s:=x.src[i]).op is Ops.INDEX else s
def lane(x:UOp, i:int) -> int: return s.src[1].val if (s:=x.src[i]).op is Ops.INDEX else 0
def to_int(dt:DType): return {dtypes.float16: dtypes.int16, dtypes.float32: dtypes.int32, dtypes.float64: dtypes.int64}[dt]
def def_reg(dt:DType, reg:Register|None=None) -> UOp: return UOp(Ops.INS, dt, arg=X86Ops.DEFINE, tag=None if reg is None else (reg,))
def imm(dt:DType, v:int) -> UOp: return UOp.const(truncate[dt](v), dt).rtag()
def to_imm(c:UOp) -> UOp|None:
if c.op is not Ops.CONST: return None
if c.dtype is dtypes.int64: return imm(dtypes.int32, c.val) if not c.overflows(dtypes.int32) else None
if c.dtype is dtypes.uint64: return imm(dtypes.uint32, c.val) if not c.overflows(dtypes.uint32) else None
if c.dtype in dtypes.ints+(dtypes.bool,): return imm(c.dtype, c.val)
return None
def cmp(x:UOp) -> UOp:
if x.src[0].dtype is dtypes.float32: return x.ins(X86Ops.VUCOMISS, dtype=dtypes.void)
if x.src[0].dtype is dtypes.float64: return x.ins(X86Ops.VUCOMISD, dtype=dtypes.void)
return x.ins(X86Ops.CMP, dtype=dtypes.void) if (i:=to_imm(x.src[1])) is None else x.ins(X86Ops.CMPi, dtype=dtypes.void, src=(x.src[0], i))
def vcmp(x:UOp) -> UOp:
v = imm(dtypes.uint8, {Ops.CMPLT: 1, Ops.CMPNE: 4, Ops.CMPEQ: 0}[x.op])
if x.dtype.scalar() is dtypes.float32: return x.ins(X86Ops.VCMPSS if x.max_numel() == 1 else X86Ops.VCMPPS, src=x.src + (v,))
return x.ins(X86Ops.VCMPSD if x.max_numel() == 1 else X86Ops.VCMPPD, src=x.src + (v,))
# vinsertps xmm2, xmm0, xmm1, imm
# inserts any 32 bit element in xmm1 into any position in xmm0 according to immm, result is written to xmm2
# this is the fallback slow case for when you can't match more a powerful shuffle
def vinsertps(x:UOp) -> UOp:
def _insert(ret:UOp, i:int) -> UOp:
s, v = base(x, i), lane(x, i)
return x.ins(X86Ops.VINSERTPS, src=(ret, s, imm(dtypes.uint8, v << 6 | i << 4)))
return functools.reduce(_insert, range(len(x.src)), def_reg(x.dtype))
# vpinsq xmm2, xmm0, rax, imm
# inserts element in rax into any position in xmm0, result is written to xmm2 according to imm
def vpins(x:UOp) -> UOp:
op = {1: X86Ops.VPINSRB, 2: X86Ops.VPINSRW, 4: X86Ops.VPINSRD, 8: X86Ops.VPINSRQ}[x.dtype.scalar().itemsize]
return functools.reduce(lambda ret,i: x.ins(op, src=(ret, x.src[i], imm(dtypes.uint8, i))), range(len(x.src)), def_reg(x.dtype))
# we don't call ctx.vreg on the srcs to avoid duplicates, a rewrite will assign the tuple of valid registers to a vreg
def idiv(ctx:IselContext, x:UOp) -> UOp:
op = X86Ops.DIV if x.dtype in dtypes.uints else X86Ops.IDIV
# for >8bit need to zero/sign extend rax to rdx
if x.dtype in dtypes.int8s: ext = []
elif x.dtype in dtypes.uints: ext = [x.ins(X86Ops.MOVi, src=(imm(min(dtypes.uint32, x.dtype), 0),), tag=(RDX,))]
else: ext = [x.ins(X86Ops.SARi, src=(x.src[0], imm(dtypes.uint8, x.dtype.itemsize * 8 - 1)), tag=(RDX,))]
# for 8bit need to zero/sign extend al to ah
if x.dtype is dtypes.uint8: dividend = UOp(Ops.INS, arg=X86Ops.MOVZX, dtype=dtypes.int16, src=(x.src[0],), tag=(RAX,))
elif x.dtype is dtypes.int8: dividend = UOp(Ops.INS, arg=X86Ops.MOVSX, dtype=dtypes.int16, src=(x.src[0],), tag=(RAX,))
else: dividend = x.ins(X86Ops.MOV, src=(x.src[0],), tag=(RAX,))
# divisor can't be in rax or rdx
divisor = x.ins(X86Ops.MOV, src=(x.src[1],), tag=tuple(r for r in WGPR if r not in (RAX, RDX)))
# for >8bit both rax and rdx are written to
defs = (ctx.vreg(RAX),) if x.dtype in dtypes.int8s else (ctx.vreg(RAX), ctx.vreg(RDX))
idiv = x.ins(op, src=(dividend, divisor) + tuple(ext), tag=defs)
# this move "cleanses" the register constraints (rax/rdx) of idiv as that only applies on definition and not on the uses of idiv
return x.ins(X86Ops.MOV, src=(idiv,))
# a variable shift count implicitly reads cl so it goes in rcx, the shifted value can't be in rcx
def shift(x:UOp, op:X86Ops) -> UOp:
val = x.ins(X86Ops.MOV, src=(x.src[0],), tag=tuple(r for r in WGPR if r is not RCX))
return x.ins(op, src=(val, x.ins(X86Ops.MOV, src=(x.src[1],), tag=(RCX,))))
# a memory address operand is (base, index, displacement, size). size is the element size, it scales the index and is the memory operand width.
# it is materialized as an immediate so the address stays correct if the base register is ever spilled and refilled
def fold_address(x:UOp) -> tuple[UOp, UOp, UOp, UOp]:
def _disp(v:int) -> UOp: return imm(dtypes.int32 if abs(v) > dtypes.int8.max else dtypes.int8, v)
def _cast(v:UOp) -> UOp: return v.cast(dtypes.int64) if v.vmin < 0 else v
if x.op not in {Ops.INDEX, Ops.SHRINK}: return (x, UOp(Ops.NOOP), _disp(0), imm(dtypes.uint8, x.dtype.itemsize))
base, idx = x.src[0], x.src[1]
# buffers are indexed by element, everything else (the stack pointer) by byte
scale = base.dtype.itemsize if base.op in {Ops.PARAM, Ops.BUFFER, Ops.AFTER} else 1
sz = imm(dtypes.uint8, base.dtype.itemsize)
if idx.op is Ops.ADD and idx.src[1].op is Ops.CONST: return (base, _cast(idx.src[0]), _disp(idx.src[1].val * scale), sz)
if idx.op is Ops.CONST: return (base, UOp(Ops.NOOP), _disp(idx.val * scale), sz)
return (base, _cast(idx), _disp(0), sz)
def abi(ctx:IselContext, x:UOp) -> UOp|None:
if isinstance(x.tag, tuple): return None
i = ctx.func_args.index(x)
# buffer params hold addresses, their value moves as a 64bit int
dt = dtypes.uint64 if x.op is Ops.PARAM and x.arg.addrspace is AddrSpace.GLOBAL else x.dtype
# the shape srcs of a PARAM are not values, tag them so they aren't materialized into registers
def _reg_arg(r:Register) -> tuple[UOp, ...]: return (x.replace(dtype=dt, src=tuple(s.rtag() for s in x.src), tag=(r,)),)
def _stack_arg(disp:int):
return (def_reg(dtypes.uint64, RSP), UOp(Ops.NOOP), UOp(Ops.INS, arg=X86Ops.FRAME_INDEX, dtype=dtypes.int32, tag=disp), imm(dtypes.uint8, 8))
if sys.platform == "win32": src = _reg_arg((RCX, RDX, GPR[8], GPR[9])[i]) if i < 4 else _stack_arg((i-3)*8+32)
else: src = _reg_arg((RDI, RSI, RDX, RCX, GPR[8], GPR[9])[i]) if i < 6 else _stack_arg((i-5)*8)
# this move "cleanses" the abi register constraint
return x.ins(X86Ops.MOV, dtype=dt, src=src)
GPR_DEST_OPS = {X86Ops.VPEXTRB, X86Ops.VPEXTRW, X86Ops.VPEXTRD, X86Ops.VPEXTRQ, X86Ops.VCVTTSS2SI, X86Ops.VCVTTSD2SI,
X86Ops.VMOVDm, X86Ops.VMOVQm}
XMM_OPS = {op for op in X86Ops if op.name.startswith('V')} - GPR_DEST_OPS
def _is_vec_xmm(y: UOp) -> bool:
return (y.op is Ops.INS and y.arg in XMM_OPS) or (y.op not in (Ops.BUFFER, Ops.PARAM, Ops.AFTER, Ops.INS) and y.max_numel() > 1)
def _xmm_sz(x: UOp) -> X86Ops:
bits = x.max_numel() * x.dtype.itemsize
if bits >= 16: return X86Ops.VMOVUPS
if bits >= 8: return X86Ops.VMOVSD
return X86Ops.VMOVSS
def _xmm_sz_m(x: UOp) -> X86Ops:
bits = x.max_numel() * x.dtype.itemsize
if bits >= 16: return X86Ops.VMOVUPSm
if bits >= 8: return X86Ops.VMOVSDm
return X86Ops.VMOVSSm
def alloc_vregs(ctx:IselContext, x:UOp) -> UOp|None:
# register placeholders with real registers
if x.arg is X86Ops.DEFINE and x.tag is not None: return None
if x.arg is X86Ops.LOOP_CMP: return None
# this is an immediate
if x.arg is X86Ops.FRAME_INDEX: return None
# no register definition
if x.dtype is dtypes.void: return None
# already allocated vregs
if isinstance(x.tag, tuple) and x.tag[0]._cons: return None
# allocate vreg definitions, the value of a BUFFER is its address so it lives in a gpr
defs = []
if isinstance(x.tag, tuple): defs = [ctx.vreg(x.tag)]
elif x.op is Ops.BUFFER: defs = [ctx.vreg(WGPR)]
elif x.dtype in dtypes.floats or (x.op is Ops.INS and x.arg in XMM_OPS) or x.max_numel() > 1: defs = [ctx.vreg(XMM)]
elif x.dtype in dtypes.ints+(dtypes.bool,): defs = [ctx.vreg(WGPR)]
# TODO: add this once the scheduler can track register pressure
# if x.arg in X86GroupOp.WriteFlags: defs.append(ctx.vreg(RFLAGS))
# the size src of a BUFFER is not a value, tag it so it isn't materialized into a register
if x.op is Ops.BUFFER: return x.replace(src=tuple(s.rtag() for s in x.src), tag=tuple(defs))
return x.replace(tag=tuple(defs))
isel_matcher = PatternMatcher([
# **** Op -> Op ****
# cast of void is a noop
(UPat.var("y").cast(name="x"), lambda y,x: y if y.dtype == dtypes.void else None),
# range is lowered to acc, cmp, jmp after regalloc
(UPat(Ops.RANGE, src=(UPat.cvar("c"),), allow_any_len=True, name="x"), lambda c,x: x.replace(src=(imm(c.dtype, c.val),) + x.src[1:])),
(UPat(Ops.RANGE, name="x"), lambda ctx,x: x.replace(tag=(ctx.vreg(WGPR),)) if not isinstance(x.tag, tuple) else None),
# really all a backedge END is is an IF with a tag referencing the RANGE start label
(UPat(Ops.END, src=(UPat(), UPat(), UPat(GroupOp.Comparison, name="cond")), name="x"),
lambda x,cond: cond.ins(X86Ops.LOOP_CMP, tag=cond.op, src=cond.src + x.src[:2])),
# **** Op -> X86Op ****
# add callee saved registers to the RET, these will be scheduled at the top of the kernel and will be saved/restored if they are used in regalloc
# so regalloc builds the prologue/epilogue naturally
(UPat(Ops.SINK, name="x"), lambda x:
x.replace(src=(x.ins(X86Ops.RET, src=x.src + tuple(def_reg(dtypes.uint64 if r in GPR else dtypes.float64, r) for r in CALLEE_SAVED)),)) \
if not x.src or x.src[0].arg is not X86Ops.RET else None),
# function abi constraints
(UPat((Ops.PARAM, Ops.SPECIAL), name="x"), abi),
# constants that can't be immediates, move them to registers
(UPat.cvar("x", dtypes.int64s), lambda x: x.ins(X86Ops.MOVABS, src=(imm(x.dtype, x.val),)) if not x.tag else None),
(UPat.cvar("x", dtypes.ints+(dtypes.bool,)), lambda x: x.ins(X86Ops.MOVi, src=(imm(x.dtype, x.val),)) if not x.tag else None),
(UPat.cvar("x", dtypes.floats), lambda x:
UOp.const(struct.unpack((dt:=to_int(x.dtype)).fmt, struct.pack(x.dtype.fmt, x.val))[0], dt).bitcast(x.dtype) if not x.tag else None),
# conditional moves that use masks NOTE: these currently assume a mask producing cmp exists
(UPat.var("m").where(UPat.var("a", dtypes.int8s+dtypes.int16s+dtypes.int32s+(dtypes.int64,)), UPat.var("b")), lambda m,a,b:
a.ins(X86Ops.VPBLENDVB, src=(b, a, m.replace(dtype=m.src[0].dtype))) if a.max_numel() > 1 else None),
(UPat.var("m").where(UPat.var("a", dtypes.float32), UPat.var("b")), lambda m,a,b:
a.ins(X86Ops.VBLENDVPS, src=(b, a, m.replace(dtype=m.src[0].dtype)))),
(UPat.var("m").where(UPat.var("a", dtypes.float64), UPat.var("b")), lambda m,a,b:
a.ins(X86Ops.VBLENDVPD, src=(b, a, m.replace(dtype=m.src[0].dtype)))),
# in this case we have a mask producing comparison whose user expects a bool, so we convert to bool
(UPat(GroupOp.Comparison, dtypes.bool, (UPat.var("y", (dtypes.float32, dtypes.float64)), UPat()), name="x"), lambda y,x:
UOp(Ops.AND, src=(x.replace(dtype=y.dtype).bitcast(dt:=to_int(y.dtype)), UOp.const(1, dt))).f(Ops.NOOP, dtype=dtypes.bool)),
# conditional moves that use flags
(UPat(Ops.CMPLT, src=(UPat(dtype=dtypes.sints), UPat()), name="m").where(UPat.var("a"), UPat.var("b")), lambda m,a,b:
a.ins(X86Ops.CMOVL, src=(b, a, cmp(m)))),
(UPat(Ops.CMPLT, name="m").where(UPat.var("a"), UPat.var("b")), lambda m,a,b: a.ins(X86Ops.CMOVB, src=(b, a, cmp(m)))),
(UPat(Ops.CMPEQ, name="m").where(UPat.var("a"), UPat.var("b")), lambda m,a,b: a.ins(X86Ops.CMOVE, src=(b, a, cmp(m)))),
(UPat(Ops.CMPNE, name="m").where(UPat.var("a"), UPat.var("b")), lambda m,a,b: a.ins(X86Ops.CMOVNE, src=(b, a, cmp(m)))),
# jumps, use flags
(UPat(Ops.IF, src=(UPat(Ops.CMPLT, src=(UPat(dtype=dtypes.uints), UPat()), name="y"),), name="x"), lambda y,x: x.ins(X86Ops.JB, src=(cmp(y),))),
(UPat(Ops.IF, src=(UPat(Ops.CMPLT, name="y"),), name="x"), lambda y,x: x.ins(X86Ops.JL, src=(cmp(y),))),
(UPat(Ops.IF, src=(UPat(Ops.CMPEQ, name="y"),), name="x"), lambda y,x: x.ins(X86Ops.JE, src=(cmp(y),))),
(UPat(Ops.IF, src=(UPat(Ops.CMPNE, name="y"),), name="x"), lambda y,x: x.ins(X86Ops.JNE, src=(cmp(y),))),
# comparisons whose user doesn't use the flag, move flag result to register
(UPat(Ops.CMPLT, dtypes.bool, (UPat(dtype=dtypes.uints), UPat()), name="x"), lambda x: x.ins(X86Ops.SETB, src=(cmp(x),))),
(UPat(Ops.CMPLT, dtypes.bool, name="x"), lambda x: x.ins(X86Ops.SETL, src=(cmp(x),))),
(UPat(Ops.CMPEQ, dtypes.bool, name="x"), lambda x: x.ins(X86Ops.SETE, src=(cmp(x),))),
(UPat(Ops.CMPNE, dtypes.bool, name="x"), lambda x: x.ins(X86Ops.SETNE, src=(cmp(x),))),
# comparisons that produce masks (these aren't bool dtype)
(UPat(GroupOp.Comparison, src=(UPat(dtype=(dtypes.float32, dtypes.float64)), UPat()), name="x"), vcmp),
(UPat(Ops.CMPEQ, src=(UPat(dtype=dtypes.int8s), UPat()), name="x"), lambda x: x.ins(X86Ops.VPCMPEQB)),
(UPat(Ops.CMPEQ, src=(UPat(dtype=dtypes.int16s), UPat()), name="x"), lambda x: x.ins(X86Ops.VPCMPEQW)),
(UPat(Ops.CMPEQ, src=(UPat(dtype=dtypes.int32s), UPat()), name="x"), lambda x: x.ins(X86Ops.VPCMPEQD)),
(UPat(Ops.CMPEQ, src=(UPat(dtype=dtypes.int64s), UPat()), name="x"), lambda x: x.ins(X86Ops.VPCMPEQQ)),
(UPat(Ops.CMPLT, src=(UPat.var("a", dtypes.int8s), UPat.var("b")), name="x"), lambda a,b,x: x.ins(X86Ops.VPCMPGTB, src=(b, a))),
(UPat(Ops.CMPLT, src=(UPat.var("a", dtypes.int16s), UPat.var("b")), name="x"), lambda a,b,x: x.ins(X86Ops.VPCMPGTW, src=(b, a))),
(UPat(Ops.CMPLT, src=(UPat.var("a", dtypes.int32s), UPat.var("b")), name="x"), lambda a,b,x: x.ins(X86Ops.VPCMPGTD, src=(b, a))),
(UPat(Ops.CMPLT, src=(UPat.var("a", dtypes.int64s), UPat.var("b")), name="x"), lambda a,b,x: x.ins(X86Ops.VPCMPGTQ, src=(b, a))),
# float unary
(UPat.var("y", dtypes.float32).sqrt().named("x"), lambda y,x: x.ins(X86Ops.VSQRTSS, src=(y, y)) if x.max_numel() == 1 else x.ins(X86Ops.VSQRTPS)),
(UPat.var("y", dtypes.float64).sqrt().named("x"), lambda y,x: x.ins(X86Ops.VSQRTSD, src=(y, y)) if x.max_numel() == 1 else x.ins(X86Ops.VSQRTPD)),
(UPat.var("y", dtypes.float32).trunc().named("x"), lambda y,x:
x.ins(X86Ops.VROUNDSS, src=(y, y, imm(dtypes.uint8, 3))) if x.max_numel() == 1 else x.ins(X86Ops.VROUNDPS, src=(y, imm(dtypes.uint8, 3)))),
(UPat.var("y", dtypes.float64).trunc().named("x"), lambda y,x:
x.ins(X86Ops.VROUNDSD, src=(y, y, imm(dtypes.uint8, 3))) if x.max_numel() == 1 else x.ins(X86Ops.VROUNDPD, src=(y, imm(dtypes.uint8, 3)))),
# for float16 we route the srcs through gprs, this is suboptimal for values in xmms, in that case we want vpunpcklwd
(UPat(Ops.STACK, dtypes.float16, name="x"), lambda x:
vpins(x.replace(src=tuple(s.bitcast(dtypes.int16) for s in x.src)))),
(UPat(Ops.STACK, dtypes.float32, name="x"), vinsertps),
(UPat(Ops.STACK, dtypes.ints+(dtypes.bool,), name="x"), vpins),
# INDEX on a vector register value extracts a single element
(UPat.var("y", dtypes.int8s+(dtypes.bool,)).index(UPat.cvar("c"), name="x"),
lambda y,c,x: x.ins(X86Ops.VPEXTRB, src=(y, imm(dtypes.uint8, c.val))) if _is_vec_xmm(y) else None),
(UPat.var("y", dtypes.int16s).index(UPat.cvar("c"), name="x"),
lambda y,c,x: x.ins(X86Ops.VPEXTRW, src=(y, imm(dtypes.uint8, c.val))) if _is_vec_xmm(y) else None),
(UPat.var("y", dtypes.int32s).index(UPat.cvar("c"), name="x"),
lambda y,c,x: x.ins(X86Ops.VPEXTRD, src=(y, imm(dtypes.uint8, c.val))) if _is_vec_xmm(y) else None),
(UPat.var("y", dtypes.int64s).index(UPat.cvar("c"), name="x"),
lambda y,c,x: x.ins(X86Ops.VPEXTRQ, src=(y, imm(dtypes.uint8, c.val))) if _is_vec_xmm(y) else None),
(UPat.var("y", dtypes.floats).index(UPat.cvar("c"), name="x"),
lambda y,c,x: x.ins(X86Ops.VPSRLDQ, src=(y, imm(dtypes.uint8, c.val * x.dtype.itemsize))) if _is_vec_xmm(y) else None),
# packed bitwise
((UPat() & UPat()).named("x"), lambda x: x.ins(X86Ops.VPAND) if x.max_numel() > 1 else None),
((UPat() | UPat()).named("x"), lambda x: x.ins(X86Ops.VPOR) if x.max_numel() > 1 else None),
((UPat() ^ UPat()).named("x"), lambda x: x.ins(X86Ops.VPXOR) if x.max_numel() > 1 else None),
# packed int binary
((UPat(dtype=dtypes.int32s) << UPat()).named("x"), lambda x: x.ins(X86Ops.VPSLLVD) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int64s) << UPat()).named("x"), lambda x: x.ins(X86Ops.VPSLLVQ) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.uint32) >> UPat()).named("x"), lambda x: x.ins(X86Ops.VPSRLVD) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.uint64) >> UPat()).named("x"), lambda x: x.ins(X86Ops.VPSRLVQ) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int32) >> UPat()).named("x"), lambda x: x.ins(X86Ops.VPSRAVD) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int8s) + UPat()).named("x"), lambda x: x.ins(X86Ops.VPADDB) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int16s) + UPat()).named("x"), lambda x: x.ins(X86Ops.VPADDW) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int32s) + UPat()).named("x"), lambda x: x.ins(X86Ops.VPADDD) if x.max_numel() > 1 else None),
((UPat(dtype=dtypes.int64s) + UPat()).named("x"), lambda x: x.ins(X86Ops.VPADDQ) if x.max_numel() > 1 else None),
(UPat(Ops.SUB, dtypes.int8s, name="x"), lambda x: x.ins(X86Ops.VPSUBB) if x.max_numel() > 1 else None),
(UPat(Ops.SUB, dtypes.int16s, name="x"), lambda x: x.ins(X86Ops.VPSUBW) if x.max_numel() > 1 else None),
(UPat(Ops.SUB, dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPSUBD) if x.max_numel() > 1 else None),
(UPat(Ops.SUB, dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPSUBQ) if x.max_numel() > 1 else None),
(UPat(Ops.MUL, dtypes.int16s, name="x"), lambda x: x.ins(X86Ops.VPMULLW) if x.max_numel() > 1 else None),
(UPat(Ops.MUL, dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPMULLD) if x.max_numel() > 1 else None),
# scalar int binary
((UPat(dtype=dtypes.ints).alu(Ops.CDIV, UPat())).named("x"), idiv),
# scalar int binary with immediate
(UPat.var("a", dtypes.ints) << UPat.cvar("c"), lambda a,c: a.ins(X86Ops.SHLi, src=(a, imm(dtypes.uint8, c.val)))),
(UPat.var("a", dtypes.uints) >> UPat.cvar("c"), lambda a,c: a.ins(X86Ops.SHRi, src=(a, imm(dtypes.uint8, c.val)))),
(UPat.var("a", dtypes.sints) >> UPat.cvar("c"), lambda a,c: a.ins(X86Ops.SARi, src=(a, imm(dtypes.uint8, c.val)))),
(UPat.var("a", dtypes.ints) + UPat.cvar("c"), lambda a,c: a.ins(X86Ops.ADDi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
(UPat.var("a", dtypes.ints) * UPat.cvar("c"), lambda a,c: a.ins(X86Ops.IMULi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) & UPat.cvar("c"), lambda a,c: a.ins(X86Ops.ANDi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) | UPat.cvar("c"), lambda a,c: a.ins(X86Ops.ORi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) ^ UPat.cvar("c"), lambda a,c: a.ins(X86Ops.XORi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
(UPat(Ops.SUB, dtypes.ints, (UPat.var("a"), UPat.cvar("c"))), lambda a,c: a.ins(X86Ops.SUBi, src=(a, i)) if (i:=to_imm(c)) is not None else None),
# scalar int binary with register
((UPat(dtype=dtypes.ints) << UPat()).named("x"), lambda x: shift(x, X86Ops.SHL)),
((UPat(dtype=dtypes.uints) >> UPat()).named("x"), lambda x: shift(x, X86Ops.SHR)),
((UPat(dtype=dtypes.sints) >> UPat()).named("x"), lambda x: shift(x, X86Ops.SAR)),
(UPat.var("a", dtypes.ints) + UPat.var("b"), lambda a,b: a.ins(X86Ops.ADD, src=(a, b))),
(UPat.var("a", dtypes.ints) * UPat.var("b"), lambda a,b: a.ins(X86Ops.IMUL, src=(a, b))),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) & UPat.var("b"), lambda a,b: a.ins(X86Ops.AND, src=(a, b))),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) | UPat.var("b"), lambda a,b: a.ins(X86Ops.OR, src=(a, b))),
(UPat.var("a", dtypes.ints+(dtypes.bool,)) ^ UPat.var("b"), lambda a,b: a.ins(X86Ops.XOR, src=(a, b))),
(UPat(Ops.SUB, dtypes.ints, (UPat.var("a"), UPat.var("b"))), lambda a,b: a.ins(X86Ops.SUB, src=(a, b))),
# float binary
((UPat(dtype=dtypes.float32) + UPat()).named("x"), lambda x: x.ins(X86Ops.VADDSS if x.max_numel() == 1 else X86Ops.VADDPS)),
((UPat(dtype=dtypes.float64) + UPat()).named("x"), lambda x: x.ins(X86Ops.VADDSD if x.max_numel() == 1 else X86Ops.VADDPD)),
((UPat(dtype=dtypes.float32) * UPat()).named("x"), lambda x: x.ins(X86Ops.VMULSS if x.max_numel() == 1 else X86Ops.VMULPS)),
((UPat(dtype=dtypes.float64) * UPat()).named("x"), lambda x: x.ins(X86Ops.VMULSD if x.max_numel() == 1 else X86Ops.VMULPD)),
(UPat(Ops.SUB, dtypes.float32, name="x"), lambda x: x.ins(X86Ops.VSUBSS if x.max_numel() == 1 else X86Ops.VSUBPS)),
(UPat(Ops.SUB, dtypes.float64, name="x"), lambda x: x.ins(X86Ops.VSUBSD if x.max_numel() == 1 else X86Ops.VSUBPD)),
(UPat(Ops.FDIV, dtypes.float32, name="x"), lambda x: x.ins(X86Ops.VDIVSS if x.max_numel() == 1 else X86Ops.VDIVPS)),
(UPat(Ops.FDIV, dtypes.float64, name="x"), lambda x: x.ins(X86Ops.VDIVSD if x.max_numel() == 1 else X86Ops.VDIVPD)),
# casts
(UPat(dtype=dtypes.int32).cast(dtypes.float32, name="x"), lambda x: x.ins(X86Ops.VCVTDQ2PS) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.int32).cast(dtypes.float64, name="x"), lambda x: x.ins(X86Ops.VCVTDQ2PD) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.float32).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VCVTTPS2DQ) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.float64).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VCVTTPD2DQ) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.float32).cast(dtypes.float64, name="x"), lambda x: x.ins(X86Ops.VCVTPS2PD) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.float64).cast(dtypes.float32, name="x"), lambda x: x.ins(X86Ops.VCVTPD2PS) if x.max_numel() > 1 else None),
(UPat(dtype=dtypes.float32).cast(dtypes.float16, name="x"), lambda x: x.ins(X86Ops.VCVTPS2PH, src=x.src + (imm(dtypes.uint8, 4),))),
(UPat(dtype=dtypes.float16).cast(dtypes.float32, name="x"), lambda x: x.ins(X86Ops.VCVTPH2PS)),
(UPat(dtype=dtypes.float32).cast(dtypes.int32s+dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VCVTTSS2SI)),
(UPat(dtype=dtypes.float64).cast(dtypes.int32s+dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VCVTTSD2SI)),
(UPat.var("y", dtypes.float32).cast(dtypes.float64, name="x"), lambda y,x: x.ins(X86Ops.VCVTSS2SD, src=(y, y))),
(UPat.var("y", dtypes.float64).cast(dtypes.float32, name="x"), lambda y,x: x.ins(X86Ops.VCVTSD2SS, src=(y, y))),
(UPat.var("y", (dtypes.int32, dtypes.int64)).cast(dtypes.float32, name="x"), lambda y,x: x.ins(X86Ops.VCVTSI2SS, src=(def_reg(x.dtype), y))),
(UPat.var("y", (dtypes.int32, dtypes.int64)).cast(dtypes.float64, name="x"), lambda y,x: x.ins(X86Ops.VCVTSI2SD, src=(def_reg(x.dtype), y))),
(UPat(dtype=dtypes.uints+(dtypes.bool,)).cast(dtypes.ints, name="x"), lambda x:
x.ins(X86Ops.MOVZX) if x.max_numel() == 1 and x.src[0].dtype.itemsize < x.dtype.itemsize else None),
(UPat(dtype=dtypes.int32).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.MOVSXD) if x.max_numel() == 1 else None),
(UPat(dtype=dtypes.sints).cast(dtypes.ints, name="x"), lambda x:
x.ins(X86Ops.MOVSX) if x.max_numel() == 1 and x.src[0].dtype.itemsize < x.dtype.itemsize else None),
(UPat(dtype=(dtypes.uint8, dtypes.bool)).cast(dtypes.int16s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXBW)),
(UPat(dtype=(dtypes.uint8, dtypes.bool)).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXBD)),
(UPat(dtype=(dtypes.uint8, dtypes.bool)).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXBQ)),
(UPat(dtype=dtypes.uint16).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXWD)),
(UPat(dtype=dtypes.uint16).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXWQ)),
(UPat(dtype=dtypes.uint32).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVZXDQ)),
(UPat(dtype=dtypes.int8).cast(dtypes.int16s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXBW)),
(UPat(dtype=dtypes.int8).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXBD)),
(UPat(dtype=dtypes.int8).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXBQ)),
(UPat(dtype=dtypes.int16).cast(dtypes.int32s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXWD)),
(UPat(dtype=dtypes.int16).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXWQ)),
(UPat(dtype=dtypes.int32).cast(dtypes.int64s, name="x"), lambda x: x.ins(X86Ops.VPMOVSXDQ)),
# bitcasts between scalar floats and ints
(UPat.var("y", dtypes.float16).bitcast(dtypes.int16s).named("x"), lambda y,x: x.ins(X86Ops.VPEXTRW, src=(y, imm(dtypes.uint8, 0)))),
(UPat(dtype=dtypes.int16s).bitcast(dtypes.float16).named("x"), vpins),
(UPat(dtype=dtypes.int32s).bitcast(dtypes.float32).named("x"), lambda x: x.ins(X86Ops.VMOVD)),
(UPat(dtype=dtypes.int64s).bitcast(dtypes.float64).named("x"), lambda x: x.ins(X86Ops.VMOVQ)),
(UPat(dtype=dtypes.float32).bitcast(dtypes.int32s).named("x"), lambda x: x.ins(X86Ops.VMOVDm)),
(UPat(dtype=dtypes.float64).bitcast(dtypes.int64s).named("x"), lambda x: x.ins(X86Ops.VMOVQm)),
# index on a buffer (or the stack pointer) computes an address, addresses are 64bit values
(UPat((Ops.INDEX, Ops.SHRINK), name="x"),
lambda x: x.ins(X86Ops.LEA, dtype=dtypes.uint64, src=fold_address(x)) if not _is_vec_xmm(x.src[0]) else None),
# TODO: fuse stores, very few cases -- store cmp becomes setcc, store gep int becomes vpextr, store bitcast to int becomes vmovd/q
# copy, load, store
# NOTE: copy here violates the spec, it only happens post register allocation when a reg to reg move needs to be inserted
(UPat(Ops.COPY, dtypes.floats, name="x"), lambda x: x.ins(_xmm_sz(x))),
(UPat(Ops.COPY, dtypes.ints+(dtypes.bool,), name="x"), lambda x: x.ins(X86Ops.MOV) if x.max_numel() == 1 else x.ins(_xmm_sz(x))),
(UPat(Ops.LOAD, dtypes.floats, src=(UPat(name="a"),), name="x"), lambda x,a:
x.ins(X86Ops.VPINSRW, src=(def_reg(x.dtype, x.tag),) + fold_address(a) + (imm(dtypes.uint8, 0),)) if x.max_numel() * x.dtype.itemsize == 2 else
x.ins(_xmm_sz(x), src=fold_address(a))),
(UPat(Ops.LOAD, dtypes.ints+(dtypes.bool,), src=(UPat(name="a"),), name="x"), lambda x,a:
x.ins(X86Ops.MOV, src=fold_address(a)) if x.max_numel() == 1 else
x.ins(X86Ops.VPINSRW, src=(def_reg(x.dtype, x.tag),) + fold_address(a) + (imm(dtypes.uint8, 0),)) if x.max_numel() * x.dtype.itemsize == 2 else
x.ins(_xmm_sz(x), src=fold_address(a))),
(UPat.var("a").store(UPat.var("b", dtypes.floats), name="x"), lambda a,b,x:
x.ins(X86Ops.VPEXTRW, src=fold_address(a) + (b, imm(dtypes.uint8, 0))) if b.max_numel() * b.dtype.itemsize == 2 else
x.ins(_xmm_sz_m(b), src=fold_address(a) + (b,))),
(UPat.var("a").store(UPat.var("b", dtypes.ints+(dtypes.bool,)), name="x"), lambda a,b,x:
x.ins(X86Ops.VPEXTRW, src=fold_address(a) + (b, imm(dtypes.uint8, 0))) if b.max_numel() > 1 and b.max_numel() * b.dtype.itemsize == 2 else
x.ins(_xmm_sz_m(b), src=fold_address(a) + (b,)) if b.max_numel() > 1 else
x.ins(X86Ops.MOVm, src=fold_address(a) + (b,)) if (i:=to_imm(b)) is None else x.ins(X86Ops.MOVi, src=fold_address(a) + (i,))),
# allocate virtual registers
(UPat((Ops.INS, Ops.BUFFER), name="x"), alloc_vregs),
])
# ***** pre register allocation *****
# this handles flag clobbers. Unfortunately x86 doesn't have a good way to store/restore the flag register (then regalloc would handle it)
# so we rematerialize. This is different from rematerialization you might want to do in regalloc because it is not optional,
# regalloc shouldn't rematerialize if a src of the instruction is dead, but here you need to as there's no fallback load from stack
def flag_rematerialize(ctx:PreRegAllocContext, x:UOp):
flag_def = x if x.arg in X86GroupOp.WriteFlags or x.op in (Ops.RANGE, Ops.END) else x.src[-1] if x.arg in X86GroupOp.ReadFlags else None
if flag_def is None: return None
if ctx.lock is not None and ctx.lock is not flag_def: ctx.clobbered.add(ctx.lock)
ctx.lock = flag_def
if flag_def not in ctx.clobbered: return None
ctx.clobbered.remove(flag_def)
return (x, [flag_def, x])
pre_regalloc_matcher = PatternMatcher([
(UPat((Ops.INS, Ops.RANGE, Ops.END), name="x"), flag_rematerialize),
])
# ***** post register allocation *****
# TODO: control flow should be overhauled so that this isn't necessary
def lower_range(ctx, x:UOp) -> tuple[UOp, list[UOp]]:
loop_label = "_".join(str(i) for i in x.arg[:-1])
label = UOp(Ops.INS, arg=X86Ops.LABEL, tag=f".LOOP_{loop_label}")
# loop, cmp on backedge all we need is a jmp tag
if x.dtype is dtypes.void: return (label, [label])
else:
acc = x.ins(X86Ops.MOVi, src=(imm(x.dtype, 0),) + x.src[1:])
cmp = UOp(Ops.INS, arg=X86Ops.CMPi if x.src[0].op is Ops.CONST else X86Ops.CMP, src=(acc, x.src[0]))
jump_out = UOp(Ops.INS, arg=X86Ops.JGE, src=(cmp,), tag=f".LOOP_OUT_{loop_label}")
ctx.loop_label[acc] = loop_label
return (acc, [acc, label, cmp, jump_out])
def lower_end(ctx, x:UOp) -> tuple[UOp, list[UOp]]:
end_label = UOp(Ops.INS, arg=X86Ops.LABEL, tag=f".LOOP_OUT_{ctx.loop_label[x.src[1]]}")
jmp = UOp(Ops.INS, arg=X86Ops.JMP, tag=f".LOOP_{ctx.loop_label[x.src[1]]}")
inc = x.src[1].ins(X86Ops.ADDi, src=(imm(x.src[1].dtype, 1),))
return (inc, [inc, jmp, end_label])
def lower_loop(ctx, x:UOp) -> tuple[UOp, list[UOp]]:
cond = x.replace(op=x.tag, src=x.src[:2])
jmp = isel_matcher.rewrite(UOp(Ops.IF, src=(cond,)))
return (jmp.src[0], [jmp.src[0], jmp.replace(tag=x.src[3].tag)])
# final rewrite to match the isa spec
post_regalloc_matcher = PatternMatcher([
# rewrite FRAME_INDEX to IMM now that the stack size is known
(UPat(Ops.INS, arg=X86Ops.FRAME_INDEX, name="x"), lambda ctx,x: (nx:=x.const_like(ctx.stack_size + x.tag), [nx])),
# expand the cmp here so we can preserve rng src edge to get label from ctx
(UPat(Ops.INS, arg=X86Ops.LOOP_CMP, name="x"), lower_loop),
# rewrite RANGE to ACC = 0 -> LABEL -> JUMP if ACC >= loop bound
(UPat(Ops.RANGE, name="x"), lower_range),
# rewrite END to ACC + 1 -> JUMP -> LABEL, also add the out of loop JUMP to the src so this becomes the jump target
(UPat(Ops.END, name="x"), lower_end),
# rewrite two address instructions to two address form, if reused src wasn't coalesced insert a move
(UPat(Ops.INS, name="x"), lambda ctx,x: (nx:=x.replace(src=x.src[1:]),
[ctx.ren.copy(x.src[0], greg(x)), nx] if greg(x) != greg(x.src[0]) else [nx]) if x.arg in X86GroupOp.TwoAddress else None),
])
# ***** X86 instruction encoding *****
def encode(x:UOp, opc:int, reg:int|None=None, pp:int=0, sel:int=0, we:int=0) -> bytes|None:
def _encode(reg_uop:UOp|None, rm_uop:UOp, idx_uop:UOp|None=None, disp_uop:UOp|None=None, sz_uop:UOp|None=None,
vvvv_uop:UOp|None=None, imm_uop:UOp|None=None) -> bytes:
nonlocal reg, opc
# get the encoding values of the different fields
reg = cast(int, cast(Register, greg(reg_uop)).index if reg_uop is not None else reg)
rm = cast(Register, greg(rm_uop)).index
idx = cast(Register, greg(idx_uop)).index if idx_uop is not None and greg(idx_uop) is not None else 4
# for a memory operand the rm size is the element size from the address, otherwise it's the size of the value in the register
rm_sz = sz_uop.val if sz_uop is not None else rm_uop.dtype.itemsize
reg_sz = reg_uop.dtype.itemsize if reg_uop is not None else 0
sz = reg_sz or rm_sz
# encode instruction
inst = bytes([])
assert 0 <= reg <= 15 and 0 <= idx <= 15 and 0 <= rm <= 15
# r extends reg field, x extends index field, b extends rm or base field
r, _x, b = reg >> 3, idx >> 3, rm >> 3
if sel: # VEX bytes
vvvv = cast(Register, greg(vvvv_uop)).index if vvvv_uop is not None else 0
l = (max(reg_sz, rm_sz) > 16) & 0b1
if sel == 1 and _x == b == we == 0: inst += bytes([0xC5, (~r & 0b1) << 7 | (~vvvv & 0b1111) << 3 | l << 2 | pp])
else: inst += bytes([0xC4, (~r & 0b1) << 7 | (~_x & 0b1) << 6 | (~b & 0b1) << 5 | sel, we << 7 | (~vvvv & 0b1111) << 3 | l << 2 | pp])
else: # optional PREFIX and REX bytes
# PREFIX byte signaling 16 bit variant of instruction
if sz == 2: inst += bytes([0x66])
# bit signaling 64 bit variant of instruction
w = sz == 8
# REX byte is required when 64 bit or an extended reg is used (index 8 - 15) or lower 8 bits of (rsp, rbp, rsi, rdi) are accessed
if w | r | _x | b | (reg_sz == 1 & reg >> 2) | (rm_sz == 1 & rm >> 2): inst += bytes([0b0100 << 4 | w << 3 | r << 2 | _x << 1 | b])
# legacy 8bit opcode is 1 less than 16-64bit variants
if (rm_sz == 1 or reg_sz == 1) and x.arg not in X86GroupOp.ReadFlags | {X86Ops.LEA}: opc -= 1
# OPCODE byte
inst += opc.to_bytes((opc.bit_length() + 7) // 8, 'big')
# MODRM byte
# now we only care about the lower 3 bits
idx, rm, reg = idx & 0b111, rm & 0b111, reg & 0b111
# 0b00 -- signals memory access with no displacement
# 0b01 -- signals memory access with 8bit displacement
# 0b10 -- signals memory access with 32bit displacement
# 0b11 -- signals no memory access
if disp_uop is not None:
assert disp_uop.op is Ops.CONST, "displacement must be a constant"
assert disp_uop.dtype in (dtypes.int8, dtypes.int32), "displacement can only be 1 or 4 byte signed int"
# rbp/r13 always require a displacement
if disp_uop.val != 0 or rm == 0b101: mod = 0b01 if disp_uop.dtype.itemsize == 1 else 0b10
else: mod = 0b00
else: mod = 0b11
# x 0b0 and idx 0b100 means rsp which means no index exists
# rm 0b100 (rsp/r12) signals a sib byte is required, rm then is encoded in the base field of SIB
_rm = rm if idx == 0b100 and _x == 0b0 else 0b100
inst += bytes([mod << 6 | reg << 3 | _rm])
# SIB byte
if _rm == 0b100 and mod != 0b11:
scale = {1: 0b00, 2: 0b01, 4: 0b10, 8: 0b11}[1 if idx == 0b100 and _x == 0b0 else rm_sz]
inst += bytes([scale << 6 | idx << 3 | rm])
# DISP byte
if mod == 0b01 or mod == 0b10:
assert disp_uop is not None
inst += struct.pack(unwrap(disp_uop.dtype.fmt), disp_uop.val)
# IMM byte
if imm_uop is not None:
if imm_uop.op is Ops.CONST: inst += struct.pack(unwrap(imm_uop.dtype.fmt), imm_uop.val)
elif isinstance(greg(imm_uop), Register): inst += bytes([(greg(imm_uop).index & 0b1111) << 4 | 0b0000])
return inst
# get the encoding structure of the uop
# when a uop writes to memory it takes the form of a store, dtype is void, no definition
address:tuple[UOp|None, ...]
if x.arg in X86GroupOp.WriteMem:
if len(x.src) > 4: address, rest = x.src[:4], x.src[4:]
else: address, rest = (x, None, None, None), x.src
imm_uop = rest[:1] if rest and rest[0].op is Ops.CONST else (None,)
return _encode(rest[0], *address, *(None, *rest[1:])) if reg is None else _encode(None, *address, *(None, *imm_uop))
if x.arg in X86GroupOp.Rm1st:
if len(x.src) > 3: address, rest = x.src[:4], x.src[4:]
else: address, rest = (x.src[0], None, None, None), x.src[1:]
imm_uop = rest[:1] if rest and rest[0].op is Ops.CONST else (None,)
return _encode(x, *address, *(None, *imm_uop)) if reg is None else _encode(None, *address, *(x if sel else None, *imm_uop))
if x.arg in X86GroupOp.Rm2nd:
if len(x.src) > 4: address, rest = x.src[1:5], x.src[:1] + x.src[5:]
else: address, rest = (x.src[1], None, None, None), x.src[:1] + x.src[2:]
# cmp/vucomiss reg, rm don't define a new register
return _encode(x, *address, *rest) if x.dtype is not dtypes.void else _encode(rest[0], *address)
return None
# https://www.felixcloutier.com/x86/
# legacy version -> VEX version
# prefix field: None -> 0 | 66 -> 1 | F3 -> 2 | F2 -> 3
# opcode map select: 0F -> 1 | 0F38 -> 2 | 0F3A -> 3
encodings = {
# moves
X86Ops.MOVABS: lambda x:
bytes([0b0100 << 4 | 0b1 << 3 | 0b00 << 2 | greg(x).index >> 3, 0xB8 + (greg(x).index & 0b111)]) + struct.pack(x.dtype.fmt, x.src[0].val),
X86Ops.MOV: lambda x: encode(x, 0x8B), X86Ops.MOVi: lambda x: encode(x, 0xC7, reg=0),
X86Ops.MOVm: lambda x: encode(x, 0x89), X86Ops.LEA: lambda x: encode(x, 0x8D),
X86Ops.VMOVSS: lambda x: encode(x, 0x10, pp=2, sel=1), X86Ops.VMOVSSm: lambda x: encode(x, 0x11, pp=2, sel=1),
X86Ops.VMOVSD: lambda x: encode(x, 0x10, pp=3, sel=1), X86Ops.VMOVSDm: lambda x: encode(x, 0x11, pp=3, sel=1),
X86Ops.VMOVUPS: lambda x: encode(x, 0x10, pp=0, sel=1), X86Ops.VMOVUPSm: lambda x: encode(x, 0x11, pp=0, sel=1),
X86Ops.VMOVD: lambda x: encode(x, 0x6E, pp=1, sel=1), X86Ops.VMOVQ: lambda x: encode(x, 0x6E, pp=1, sel=1, we=1),
X86Ops.VMOVDm: lambda x: encode(x, 0x7E, pp=1, sel=1), X86Ops.VMOVQm: lambda x: encode(x, 0x7E, pp=1, sel=1, we=1),
# casts
X86Ops.MOVZX: lambda x: encode(x, 0x0FB7),
X86Ops.MOVSX: lambda x: encode(x, 0x0FBF), X86Ops.MOVSXD: lambda x: encode(x, 0x63),
X86Ops.VPMOVZXBW: lambda x: encode(x, 0x30, pp=1, sel=2), X86Ops.VPMOVZXBD: lambda x: encode(x, 0x31, pp=1, sel=2),
X86Ops.VPMOVZXBQ: lambda x: encode(x, 0x32, pp=1, sel=2), X86Ops.VPMOVZXWD: lambda x: encode(x, 0x33, pp=1, sel=2),
X86Ops.VPMOVZXWQ: lambda x: encode(x, 0x34, pp=1, sel=2), X86Ops.VPMOVZXDQ: lambda x: encode(x, 0x35, pp=1, sel=2),
X86Ops.VPMOVSXBW: lambda x: encode(x, 0x20, pp=1, sel=2), X86Ops.VPMOVSXBD: lambda x: encode(x, 0x21, pp=1, sel=2),
X86Ops.VPMOVSXBQ: lambda x: encode(x, 0x22, pp=1, sel=2), X86Ops.VPMOVSXWD: lambda x: encode(x, 0x23, pp=1, sel=2),
X86Ops.VPMOVSXWQ: lambda x: encode(x, 0x24, pp=1, sel=2), X86Ops.VPMOVSXDQ: lambda x: encode(x, 0x25, pp=1, sel=2),
X86Ops.VCVTSS2SD: lambda x: encode(x, 0x5A, pp=2, sel=1), X86Ops.VCVTSD2SS: lambda x: encode(x, 0x5A, pp=3, sel=1),
X86Ops.VCVTPH2PS: lambda x: encode(x, 0x13, pp=1, sel=2), X86Ops.VCVTPS2PH: lambda x: encode(x, 0x1D, pp=1, sel=3),
X86Ops.VCVTDQ2PS: lambda x: encode(x, 0x5B, pp=0, sel=1), X86Ops.VCVTDQ2PD: lambda x: encode(x, 0xE6, pp=2, sel=1),
X86Ops.VCVTPS2PD: lambda x: encode(x, 0x5A, pp=0, sel=1), X86Ops.VCVTPD2PS: lambda x: encode(x, 0x5A, pp=1, sel=1),
X86Ops.VCVTTPS2DQ: lambda x: encode(x, 0x5B, pp=2, sel=1), X86Ops.VCVTTPD2DQ: lambda x: encode(x, 0xE6, pp=1, sel=1),
# the int src is the 2nd src (the rm field), if it was folded into a memory operand its width is the element size of the address
X86Ops.VCVTSI2SS: lambda x: encode(x, 0x2A, pp=2, sel=1, we=(x.src[4].val if len(x.src) > 4 else x.src[1].dtype.itemsize) == 8),
X86Ops.VCVTSI2SD: lambda x: encode(x, 0x2A, pp=3, sel=1, we=(x.src[4].val if len(x.src) > 4 else x.src[1].dtype.itemsize) == 8),
X86Ops.VCVTTSS2SI: lambda x: encode(x, 0x2C, pp=2, sel=1, we=x.dtype.itemsize == 8),
X86Ops.VCVTTSD2SI: lambda x: encode(x, 0x2C, pp=3, sel=1, we=x.dtype.itemsize == 8),
# int division
X86Ops.IDIV: lambda x: encode(x, 0xF7, reg=7), X86Ops.DIV: lambda x: encode(x, 0xF7, reg=6),
# scalar int binary
X86Ops.SHL: lambda x: encode(x, 0xD3, reg=4), X86Ops.SHLi: lambda x: encode(x, 0xC1, reg=4),
X86Ops.SHR: lambda x: encode(x, 0xD3, reg=5), X86Ops.SHRi: lambda x: encode(x, 0xC1, reg=5),
X86Ops.SAR: lambda x: encode(x, 0xD3, reg=7), X86Ops.SARi: lambda x: encode(x, 0xC1, reg=7),
X86Ops.ADD: lambda x: encode(x, 0x03), X86Ops.ADDi: lambda x: encode(x, 0x81, reg=0),
X86Ops.SUB: lambda x: encode(x, 0x2B), X86Ops.SUBi: lambda x: encode(x, 0x81, reg=5),
X86Ops.AND: lambda x: encode(x, 0x23), X86Ops.ANDi: lambda x: encode(x, 0x81, reg=4),
X86Ops.XOR: lambda x: encode(x, 0x33), X86Ops.XORi: lambda x: encode(x, 0x81, reg=6),
X86Ops.OR: lambda x: encode(x, 0x0B), X86Ops.ORi: lambda x: encode(x, 0x81, reg=1),
X86Ops.CMP: lambda x: encode(x, 0x3B), X86Ops.CMPi: lambda x: encode(x, 0x81, reg=7),
X86Ops.IMUL: lambda x: encode(x, 0x0FAF), X86Ops.IMULi: lambda x: encode(x, 0x69),
X86Ops.SETB: lambda x: encode(x, 0x0F92, reg=0), X86Ops.SETL: lambda x: encode(x, 0x0F9C, reg=0),
X86Ops.SETE: lambda x: encode(x, 0x0F94, reg=0), X86Ops.SETNE: lambda x: encode(x, 0x0F95, reg=0),
# packed bitwise NOTE: only bitwise and packed
X86Ops.VPAND: lambda x: encode(x, 0xDB, pp=1, sel=1), X86Ops.VPXOR: lambda x: encode(x, 0xEF, pp=1, sel=1),
X86Ops.VPOR: lambda x: encode(x, 0xEB, pp=1, sel=1),
# unary
X86Ops.VSQRTSS: lambda x: encode(x, 0x51, pp=2, sel=1), X86Ops.VSQRTPS: lambda x: encode(x, 0x51, pp=0, sel=1),
X86Ops.VSQRTSD: lambda x: encode(x, 0x51, pp=3, sel=1), X86Ops.VSQRTPD: lambda x: encode(x, 0x51, pp=1, sel=1),
X86Ops.VROUNDSS: lambda x: encode(x, 0x0A, pp=1, sel=3), X86Ops.VROUNDPS: lambda x: encode(x, 0x08, pp=1, sel=3),
X86Ops.VROUNDSD: lambda x: encode(x, 0x0B, pp=1, sel=3), X86Ops.VROUNDPD: lambda x: encode(x, 0x09, pp=1, sel=3),
# packed int binary
X86Ops.VPSLLVD: lambda x: encode(x, 0x47, pp=1, sel=2), X86Ops.VPSLLVQ: lambda x: encode(x, 0x47, pp=1, sel=2, we=1),
X86Ops.VPSRLVD: lambda x: encode(x, 0x45, pp=1, sel=2), X86Ops.VPSRLVQ: lambda x: encode(x, 0x45, pp=1, sel=2, we=1),
X86Ops.VPCMPGTB: lambda x: encode(x, 0x64, pp=1, sel=1), X86Ops.VPCMPGTW: lambda x: encode(x, 0x65, pp=1, sel=1),
X86Ops.VPCMPGTD: lambda x: encode(x, 0x66, pp=1, sel=1), X86Ops.VPCMPGTQ: lambda x: encode(x, 0x37, pp=1, sel=2),
X86Ops.VPCMPEQB: lambda x: encode(x, 0x74, pp=1, sel=1), X86Ops.VPCMPEQW: lambda x: encode(x, 0x75, pp=1, sel=1),
X86Ops.VPCMPEQD: lambda x: encode(x, 0x76, pp=1, sel=1), X86Ops.VPCMPEQQ: lambda x: encode(x, 0x29, pp=1, sel=2),
X86Ops.VPMULLW: lambda x: encode(x, 0xD5, pp=1, sel=1), X86Ops.VPMULLD: lambda x: encode(x, 0x40, pp=1, sel=2),
X86Ops.VPADDB: lambda x: encode(x, 0xFC, pp=1, sel=1), X86Ops.VPADDW: lambda x: encode(x, 0xFD, pp=1, sel=1),
X86Ops.VPADDD: lambda x: encode(x, 0xFE, pp=1, sel=1), X86Ops.VPADDQ: lambda x: encode(x, 0xD4, pp=1, sel=1),
X86Ops.VPSUBB: lambda x: encode(x, 0xF8, pp=1, sel=1), X86Ops.VPSUBW: lambda x: encode(x, 0xF9, pp=1, sel=1),
X86Ops.VPSUBD: lambda x: encode(x, 0xFA, pp=1, sel=1), X86Ops.VPSUBQ: lambda x: encode(x, 0xFB, pp=1, sel=1),
X86Ops.VPSRAVD: lambda x: encode(x, 0x46, pp=1, sel=2),
# float cmp
X86Ops.VUCOMISS: lambda x: encode(x, 0x2E, pp=0, sel=1), X86Ops.VUCOMISD: lambda x: encode(x, 0x2E, pp=1, sel=1),
# scalar / packed float binary
X86Ops.VADDSS: lambda x: encode(x, 0x58, pp=2, sel=1), X86Ops.VADDPS: lambda x: encode(x, 0x58, pp=0, sel=1),
X86Ops.VADDSD: lambda x: encode(x, 0x58, pp=3, sel=1), X86Ops.VADDPD: lambda x: encode(x, 0x58, pp=1, sel=1),
X86Ops.VSUBSS: lambda x: encode(x, 0x5C, pp=2, sel=1), X86Ops.VSUBPS: lambda x: encode(x, 0x5C, pp=0, sel=1),
X86Ops.VSUBSD: lambda x: encode(x, 0x5C, pp=3, sel=1), X86Ops.VSUBPD: lambda x: encode(x, 0x5C, pp=1, sel=1),
X86Ops.VMULSS: lambda x: encode(x, 0x59, pp=2, sel=1), X86Ops.VMULPS: lambda x: encode(x, 0x59, pp=0, sel=1),
X86Ops.VMULSD: lambda x: encode(x, 0x59, pp=3, sel=1), X86Ops.VMULPD: lambda x: encode(x, 0x59, pp=1, sel=1),
X86Ops.VDIVSS: lambda x: encode(x, 0x5E, pp=2, sel=1), X86Ops.VDIVPS: lambda x: encode(x, 0x5E, pp=0, sel=1),
X86Ops.VDIVSD: lambda x: encode(x, 0x5E, pp=3, sel=1), X86Ops.VDIVPD: lambda x: encode(x, 0x5E, pp=1, sel=1),
X86Ops.VCMPSS: lambda x: encode(x, 0xC2, pp=2, sel=1), X86Ops.VCMPPS: lambda x: encode(x, 0xC2, pp=0, sel=1),
X86Ops.VCMPSD: lambda x: encode(x, 0xC2, pp=3, sel=1), X86Ops.VCMPPD: lambda x: encode(x, 0xC2, pp=1, sel=1),
# ternary
X86Ops.CMOVB: lambda x: encode(x, 0x0F42), X86Ops.CMOVL: lambda x: encode(x, 0x0F4C),
X86Ops.CMOVE: lambda x: encode(x, 0x0F44), X86Ops.CMOVNE: lambda x: encode(x, 0x0F45),
X86Ops.VBLENDVPS: lambda x: encode(x, 0x4A, pp=1, sel=3), X86Ops.VBLENDVPD: lambda x: encode(x, 0x4B, pp=1, sel=3),
X86Ops.VPBLENDVB: lambda x: encode(x, 0x4C, pp=1, sel=3),
# shuffles
X86Ops.VPSRLDQ: lambda x: encode(x, 0x73, reg=3, pp=1, sel=1),
X86Ops.VPINSRB: lambda x: encode(x, 0x20, pp=1, sel=3), X86Ops.VPINSRW: lambda x: encode(x, 0xC4, pp=1, sel=1),
X86Ops.VPINSRD: lambda x: encode(x, 0x22, pp=1, sel=3), X86Ops.VPINSRQ: lambda x: encode(x, 0x22, pp=1, sel=3, we=1),
X86Ops.VINSERTPS: lambda x: encode(x, 0x21, pp=1, sel=3),
# extract
X86Ops.VPEXTRB: lambda x: encode(x, 0x14, pp=1, sel=3), X86Ops.VPEXTRW: lambda x: encode(x, 0x15, pp=1, sel=3),
X86Ops.VPEXTRD: lambda x: encode(x, 0x16, pp=1, sel=3), X86Ops.VPEXTRQ: lambda x: encode(x, 0x16, pp=1, sel=3, we=1),
# jumps are encoded with a placeholder which gets patched later once the real offset is known
X86Ops.JE: lambda x: bytes([0x0F, 0x84]) + int(0).to_bytes(4),
X86Ops.JNE: lambda x: bytes([0x0F, 0x85]) + int(0).to_bytes(4),
X86Ops.JL: lambda x: bytes([0x0F, 0x8C]) + int(0).to_bytes(4),
X86Ops.JB: lambda x: bytes([0x0F, 0x82]) + int(0).to_bytes(4),
X86Ops.JGE: lambda x: bytes([0x0F, 0x8D]) + int(0).to_bytes(4),
X86Ops.JMP: lambda x: bytes([0xE9]) + int(0).to_bytes(4),
X86Ops.RET: lambda x: bytes([0xC3]),
}
class X86Renderer(ISARenderer):
device = "CPU"
has_local = False
has_threads = bool(getenv("THREADS", 1))
global_max = (NUM_CPU_THREADS.value, 0, 0)
extra_matcher = extra_matcher
pre_isel_matcher = pre_isel_matcher
isel_matcher = isel_matcher
pre_regalloc_matcher = pre_regalloc_matcher
post_regalloc_matcher = post_regalloc_matcher
code_for_op = {x: lambda: None for x in (Ops.SQRT, Ops.AND, Ops.OR, Ops.SHL, Ops.SHR, Ops.NEG, Ops.SUB, Ops.FDIV, Ops.CMPLT, Ops.CMPEQ)}
def __init__(self, target:Target):
if target.arch.split(",")[0] != "x86_64": raise RuntimeError(f"X86Renderer only supports x86_64, got {target.arch}")
super().__init__(target)
from tinygrad.runtime.support.compiler_cpu import X86Compiler
self.compiler = X86Compiler()
def is_two_address(self, x:UOp) -> bool: return x.arg in X86GroupOp.TwoAddress
def stack_pointer(self) -> UOp: return def_reg(dtypes.uint64, RSP)
# the value of a BUFFER is its address, it moves through registers and the stack as a 64bit int
def copy(self, x:UOp, reg:Register):
dt = dtypes.uint64 if x.op is Ops.BUFFER else x.dtype
ret = isel_matcher.rewrite(UOp(Ops.COPY, dt, (x,), tag=reg))
assert ret is not None, f"failed to copy {x}"
return ret
def spill(self, disp:UOp, x:UOp) -> UOp:
if x.op is Ops.BUFFER: x = x.replace(dtype=dtypes.uint64)
is_xmm = isinstance(x.tag, tuple) and x.tag[0].cons[0].size == 16
op = X86Ops.VMOVUPSm if is_xmm else X86Ops.MOVm
return UOp(Ops.INS, dtypes.void, fold_address(self.stack_pointer().index(disp)) + (x,), op, x.tag)
def fill(self, disp:UOp, x:UOp, reg:Register) -> UOp:
is_xmm = reg.cons[0].size == 16
dt = dtypes.uint64 if x.op is Ops.BUFFER else x.dtype
return UOp(Ops.INS, dt, fold_address(self.stack_pointer().index(disp)), X86Ops.VMOVUPS if is_xmm else X86Ops.MOV, (reg,))
def asm_str(self, uops:list[UOp], function_name:str) -> str:
def _format_op(x:UOp) -> str: return f" {(o[7:-1] if (o:=str(x.arg))[-1] in ('i', 'm') else o[7:]).lower():7s}"
def _format_operands(x:UOp) -> str:
def _format(src:tuple[UOp, ...]) -> list[str]:
return [str(s.val) if s.op is Ops.CONST else reg_strs[o].get(s.dtype.itemsize, o) if \
(o:=str(greg(s))) in reg_strs else o for s in src if greg(s) is not None]
def _mem_adress(base:UOp, idx:UOp, disp:UOp, sz:UOp) -> list[str]:
return [f"[{greg(base)}" + (f" + {greg(idx)}*{sz.val}" if greg(idx) else "") + (f" + {disp.val}" if disp.val else "") + "]"]
if len(x.src) > 4 and x.arg in X86GroupOp.WriteMem: ret = _mem_adress(*x.src[:4]) + _format(x.src[4:])
elif len(x.src) > 3 and x.arg in X86GroupOp.Rm1st: ret = _format((x,)) + _mem_adress(*x.src[:4]) + _format(x.src[4:])
elif len(x.src) > 4 and x.arg in X86GroupOp.Rm2nd: ret = _format((x, x.src[0])) + _mem_adress(*x.src[1:5]) + _format(x.src[5:])
else: ret = _format((x,) + x.src)
return ", ".join(ret)
asm = [f".{function_name}:"]
for u in uops:
if u.op is not Ops.INS or u.arg is X86Ops.DEFINE: continue
if u.arg is X86Ops.LABEL: asm.append(f"{str(u.tag)}:")
elif u.arg is X86Ops.RET: asm.append(_format_op(u))
else: asm.append(_format_op(u) + " " + _format_operands(u))
return "\n".join(asm)
def render(self, uops:list[UOp]) -> str:
targets: dict[str, int] = {}
jumps: dict[UOp, int] = {}
binary = bytearray()
for u in uops:
if u.op is not Ops.INS or u.arg is X86Ops.DEFINE: continue
if u.arg is X86Ops.LOOP_CMP: continue
if u.arg is X86Ops.LABEL:
targets[u.tag] = len(binary)
continue
if u.arg not in encodings or (l:=encodings[u.arg](u)) is None:
raise RuntimeError(f"failed to encode {u.arg} with {u.dtype} srcs {[x.dtype for x in u.src]}")
binary.extend(l)
if u.arg in (X86Ops.JL, X86Ops.JB, X86Ops.JE, X86Ops.JNE, X86Ops.JGE, X86Ops.JMP): jumps[u] = len(binary)
# fixup jump targets now that encoding size is known
for u in uops:
if (t:=jumps.get(u)) is not None: binary[t-4:t] = (targets[u.tag] - t).to_bytes(4, 'little', signed=True)
return binary.hex()
def supported_dtypes(self): return {d for d in super().supported_dtypes() if d not in dtypes.fp8s+(dtypes.bfloat16,)}