mirror of
https://github.com/tinygrad/tinygrad.git
synced 2026-08-22 00:06:07 +00:00
Compare commits
| Author | SHA1 | Date | |
|---|---|---|---|
|
|
6b0a9f5ee6 | ||
|
|
cad7feec02 | ||
|
|
635ed2df9d | ||
|
|
6c0f0e29ff | ||
|
|
9347757c2d | ||
|
|
3a92df66ea | ||
|
|
7c234a9c7c | ||
|
|
91bde927ef |
+16
-934
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,62 @@
|
||||
# Instruction format detection and decoding
|
||||
from __future__ import annotations
|
||||
from extra.assembly.amd.dsl import Inst
|
||||
from extra.assembly.amd.autogen.rdna3.ins import VOP1, VOP2, VOP3, VOP3SD, VOP3P, VOPC, VOPD, VINTERP, SOP1, SOP2, SOPC, SOPK, SOPP, SMEM, DS, FLAT, MUBUF, MTBUF, MIMG, EXP
|
||||
from extra.assembly.amd.autogen.rdna4.ins import (VOP1 as R4_VOP1, VOP2 as R4_VOP2, VOP3 as R4_VOP3, VOP3SD as R4_VOP3SD, VOP3P as R4_VOP3P,
|
||||
VOPC as R4_VOPC, VOPD as R4_VOPD, VINTERP as R4_VINTERP, SOP1 as R4_SOP1, SOP2 as R4_SOP2, SOPC as R4_SOPC, SOPK as R4_SOPK, SOPP as R4_SOPP,
|
||||
SMEM as R4_SMEM, DS as R4_DS, VBUFFER as R4_VBUFFER, VEXPORT as R4_VEXPORT)
|
||||
from extra.assembly.amd.autogen.cdna.ins import (VOP1 as C_VOP1, VOP2 as C_VOP2, VOPC as C_VOPC, VOP3A, VOP3B, VOP3P as C_VOP3P,
|
||||
SOP1 as C_SOP1, SOP2 as C_SOP2, SOPC as C_SOPC, SOPK as C_SOPK, SOPP as C_SOPP, SMEM as C_SMEM, DS as C_DS,
|
||||
FLAT as C_FLAT, MUBUF as C_MUBUF, MTBUF as C_MTBUF, SDWA, DPP)
|
||||
|
||||
def _matches_encoding(word: int, cls: type[Inst]) -> bool:
|
||||
"""Check if word matches the encoding pattern of an instruction class."""
|
||||
if cls._encoding is None: return False
|
||||
bf, val = cls._encoding
|
||||
return ((word >> bf.lo) & bf.mask()) == val
|
||||
|
||||
# Order matters: more specific encodings first, VOP2 last (it's a catch-all for bit31=0)
|
||||
_RDNA_FORMATS_64 = [VOPD, VOP3P, VINTERP, VOP3, DS, FLAT, MUBUF, MTBUF, MIMG, SMEM, EXP]
|
||||
_RDNA_FORMATS_32 = [SOP1, SOPC, SOPP, SOPK, VOPC, VOP1, SOP2, VOP2] # SOP2/VOP2 are catch-alls
|
||||
_CDNA_FORMATS_64 = [C_VOP3P, VOP3A, C_DS, C_FLAT, C_MUBUF, C_MTBUF, C_SMEM]
|
||||
_CDNA_FORMATS_32 = [SDWA, DPP, C_SOP1, C_SOPC, C_SOPP, C_SOPK, C_VOPC, C_VOP1, C_SOP2, C_VOP2]
|
||||
_CDNA_VOP3B_OPS = {281, 282, 283, 284, 285, 286, 480, 481, 488, 489} # VOP3B opcodes
|
||||
_RDNA4_FORMATS_64 = [R4_VOPD, R4_VOP3P, R4_VINTERP, R4_VOP3, R4_DS, R4_VBUFFER, R4_SMEM, R4_VEXPORT]
|
||||
_RDNA4_FORMATS_32 = [R4_SOP1, R4_SOPC, R4_SOPP, R4_SOPK, R4_VOPC, R4_VOP1, R4_SOP2, R4_VOP2]
|
||||
_RDNA4_VOP3SD_OPS = {288, 289, 290, 764, 765, 766, 767, 768, 769, 770}
|
||||
|
||||
def detect_format(data: bytes, arch: str = "rdna3") -> type[Inst]:
|
||||
"""Detect instruction format from machine code bytes."""
|
||||
assert len(data) >= 4, f"need at least 4 bytes, got {len(data)}"
|
||||
word = int.from_bytes(data[:4], 'little')
|
||||
if arch == "cdna":
|
||||
if (word >> 30) == 0b11:
|
||||
for cls in _CDNA_FORMATS_64:
|
||||
if _matches_encoding(word, cls):
|
||||
return VOP3B if cls is VOP3A and ((word >> 16) & 0x3ff) in _CDNA_VOP3B_OPS else cls
|
||||
raise ValueError(f"unknown CDNA 64-bit format word={word:#010x}")
|
||||
for cls in _CDNA_FORMATS_32:
|
||||
if _matches_encoding(word, cls): return cls
|
||||
raise ValueError(f"unknown CDNA 32-bit format word={word:#010x}")
|
||||
if arch == "rdna4":
|
||||
if (word >> 30) == 0b11:
|
||||
for cls in _RDNA4_FORMATS_64:
|
||||
if _matches_encoding(word, cls):
|
||||
return R4_VOP3SD if cls is R4_VOP3 and ((word >> 16) & 0x3ff) in _RDNA4_VOP3SD_OPS else cls
|
||||
raise ValueError(f"unknown RDNA4 64-bit format word={word:#010x}")
|
||||
for cls in _RDNA4_FORMATS_32:
|
||||
if _matches_encoding(word, cls): return cls
|
||||
raise ValueError(f"unknown RDNA4 32-bit format word={word:#010x}")
|
||||
# RDNA3 (default)
|
||||
if (word >> 30) == 0b11:
|
||||
for cls in _RDNA_FORMATS_64:
|
||||
if _matches_encoding(word, cls):
|
||||
return VOP3SD if cls is VOP3 and ((word >> 16) & 0x3ff) in Inst._VOP3SD_OPS else cls
|
||||
raise ValueError(f"unknown 64-bit format word={word:#010x}")
|
||||
for cls in _RDNA_FORMATS_32:
|
||||
if _matches_encoding(word, cls): return cls
|
||||
raise ValueError(f"unknown 32-bit format word={word:#010x}")
|
||||
|
||||
def decode_inst(data: bytes, arch: str = "rdna3") -> Inst:
|
||||
"""Decode machine code bytes into an instruction."""
|
||||
return detect_format(data, arch).from_bytes(data)
|
||||
@@ -0,0 +1,745 @@
|
||||
# RDNA3/RDNA4/CDNA disassembler
|
||||
from __future__ import annotations
|
||||
import re
|
||||
from extra.assembly.amd.dsl import Inst, decode_src, SPECIAL_GPRS, SPECIAL_GPRS_CDNA, SPECIAL_PAIRS, SPECIAL_PAIRS_CDNA
|
||||
from extra.assembly.amd.autogen.rdna3.ins import (VOP1, VOP2, VOP3, VOP3SD, VOP3P, VOPC, VOPD, VINTERP, SOP1, SOP2, SOPC, SOPK, SOPP, SMEM, DS, FLAT, MUBUF, MTBUF, MIMG, EXP,
|
||||
VOP1Op, VOP2Op, VOP3Op, VOP3SDOp, VOPDOp, SOP1Op, SOPKOp, SOPPOp, SMEMOp, DSOp, MUBUFOp)
|
||||
from extra.assembly.amd.autogen.rdna3.enum import BufFmt
|
||||
from extra.assembly.amd.autogen.rdna4.ins import (VOP1 as R4_VOP1, VOP2 as R4_VOP2, VOP3 as R4_VOP3, VOP3SD as R4_VOP3SD, VOP3P as R4_VOP3P,
|
||||
VOPC as R4_VOPC, VOPD as R4_VOPD, VINTERP as R4_VINTERP, SOP1 as R4_SOP1, SOP2 as R4_SOP2, SOPC as R4_SOPC, SOPK as R4_SOPK, SOPP as R4_SOPP,
|
||||
SMEM as R4_SMEM, DS as R4_DS, VBUFFER as R4_VBUFFER, VEXPORT as R4_VEXPORT, VOPDOp as R4_VOPDOp)
|
||||
from extra.assembly.amd.autogen.cdna.ins import FLAT as C_FLAT, MUBUF as C_MUBUF, MTBUF as C_MTBUF
|
||||
|
||||
def _is_cdna(inst: Inst) -> bool: return 'cdna' in inst.__class__.__module__
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# CONSTANTS
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
HWREG = {1: 'HW_REG_MODE', 2: 'HW_REG_STATUS', 3: 'HW_REG_TRAPSTS', 4: 'HW_REG_HW_ID', 5: 'HW_REG_GPR_ALLOC',
|
||||
6: 'HW_REG_LDS_ALLOC', 7: 'HW_REG_IB_STS', 15: 'HW_REG_SH_MEM_BASES', 18: 'HW_REG_PERF_SNAPSHOT_PC_LO',
|
||||
19: 'HW_REG_PERF_SNAPSHOT_PC_HI', 20: 'HW_REG_FLAT_SCR_LO', 21: 'HW_REG_FLAT_SCR_HI', 22: 'HW_REG_XNACK_MASK',
|
||||
23: 'HW_REG_HW_ID1', 24: 'HW_REG_HW_ID2', 25: 'HW_REG_POPS_PACKER', 28: 'HW_REG_IB_STS2'}
|
||||
HWREG_RDNA4 = {1: 'HW_REG_WAVE_MODE', 2: 'HW_REG_WAVE_STATUS', 4: 'HW_REG_WAVE_STATE_PRIV', 5: 'HW_REG_WAVE_GPR_ALLOC',
|
||||
6: 'HW_REG_WAVE_LDS_ALLOC', 7: 'HW_REG_IB_STS', 10: 'HW_REG_PERF_SNAPSHOT_DATA', 11: 'HW_REG_PERF_SNAPSHOT_PC_LO',
|
||||
12: 'HW_REG_PERF_SNAPSHOT_PC_HI', 15: 'HW_REG_PERF_SNAPSHOT_DATA1', 16: 'HW_REG_PERF_SNAPSHOT_DATA2',
|
||||
17: 'HW_REG_WAVE_EXCP_FLAG_PRIV', 18: 'HW_REG_WAVE_EXCP_FLAG_USER', 19: 'HW_REG_WAVE_TRAP_CTRL',
|
||||
20: 'HW_REG_WAVE_SCRATCH_BASE_LO', 21: 'HW_REG_WAVE_SCRATCH_BASE_HI', 23: 'HW_REG_WAVE_HW_ID1',
|
||||
24: 'HW_REG_WAVE_HW_ID2', 26: 'HW_REG_WAVE_SCHED_MODE', 29: 'HW_REG_SHADER_CYCLES_LO',
|
||||
30: 'HW_REG_SHADER_CYCLES_HI', 31: 'HW_REG_WAVE_DVGPR_ALLOC_LO', 32: 'HW_REG_WAVE_DVGPR_ALLOC_HI'}
|
||||
MSG = {128: 'MSG_RTN_GET_DOORBELL', 129: 'MSG_RTN_GET_DDID', 130: 'MSG_RTN_GET_TMA',
|
||||
131: 'MSG_RTN_GET_REALTIME', 132: 'MSG_RTN_SAVE_WAVE', 133: 'MSG_RTN_GET_TBA',
|
||||
134: 'MSG_RTN_GET_TBA_TO_PC', 135: 'MSG_RTN_GET_SE_AID_ID'}
|
||||
# CDNA opcode name aliases for disasm (new name -> old name expected by tests)
|
||||
_CDNA_DISASM_ALIASES = {'v_fmac_f64': 'v_mul_legacy_f32', 'v_dot2c_f32_bf16': 'v_mac_f32', 'v_fmamk_f32': 'v_madmk_f32', 'v_fmaak_f32': 'v_madak_f32'}
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# HELPERS
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def _reg(p: str, b: int, n: int = 1) -> str: return f"{p}{b}" if n == 1 else f"{p}[{b}:{b+n-1}]"
|
||||
def _sreg(b: int, n: int = 1) -> str: return _reg("s", b, n)
|
||||
def _vreg(b: int, n: int = 1) -> str: return _reg("v", b, n)
|
||||
def _areg(b: int, n: int = 1) -> str: return _reg("a", b, n) # accumulator registers for GFX90a
|
||||
def _ttmp(b: int, n: int = 1) -> str: return _reg("ttmp", b - 108, n) if 108 <= b <= 123 else None
|
||||
def _sreg_or_ttmp(b: int, n: int = 1) -> str: return _ttmp(b, n) or _sreg(b, n)
|
||||
|
||||
def _fmt_sdst(v: int, n: int = 1, cdna: bool = False) -> str:
|
||||
if t := _ttmp(v, n): return t
|
||||
pairs = SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS
|
||||
gprs = SPECIAL_GPRS_CDNA if cdna else SPECIAL_GPRS
|
||||
if n > 1: return pairs.get(v) or gprs.get(v) or _sreg(v, n) # also check gprs for null/m0
|
||||
return gprs.get(v, f"s{v}")
|
||||
|
||||
def _fmt_src(v: int, n: int = 1, cdna: bool = False) -> str:
|
||||
if n == 1: return decode_src(v, cdna)
|
||||
if v >= 256: return _vreg(v - 256, n)
|
||||
if v <= 101: return _sreg(v, n) # s0-s101 can be pairs, but 102+ are special on CDNA
|
||||
pairs = SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS
|
||||
if n == 2 and v in pairs: return pairs[v]
|
||||
if v <= 105: return _sreg(v, n) # s102-s105 regular pairs for RDNA
|
||||
if t := _ttmp(v, n): return t
|
||||
return decode_src(v, cdna)
|
||||
|
||||
def _fmt_v16(v: int, base: int = 256, hi_thresh: int = 384) -> str:
|
||||
return f"v{(v - base) & 0x7f}.{'h' if v >= hi_thresh else 'l'}"
|
||||
|
||||
def _has(op: str, *subs) -> bool: return any(s in op for s in subs)
|
||||
def _omod(v: int) -> str: return {1: " mul:2", 2: " mul:4", 3: " div:2"}.get(v, "")
|
||||
def _src16(inst, v: int) -> str: return _fmt_v16(v) if v >= 256 else inst.lit(v) # format 16-bit src: vgpr.h/l or literal
|
||||
def _mods(*pairs) -> str: return " ".join(m for c, m in pairs if c)
|
||||
def _fmt_bits(label: str, val: int, count: int) -> str: return f"{label}:[{','.join(str((val >> i) & 1) for i in range(count))}]"
|
||||
|
||||
def _vop3_src(inst, v: int, neg: int, abs_: int, hi: int, n: int, f16: bool) -> str:
|
||||
"""Format VOP3 source operand with modifiers."""
|
||||
if v == 255: s = inst.lit(v) # literal constant takes priority
|
||||
elif n > 1: s = _fmt_src(v, n)
|
||||
elif f16 and v >= 256: s = f"v{v - 256}.h" if hi else f"v{v - 256}.l"
|
||||
elif v == 253: s = "src_scc" # VOP3 sources use src_scc not scc
|
||||
else: s = inst.lit(v)
|
||||
if abs_: s = f"|{s}|"
|
||||
return f"-{s}" if neg else s
|
||||
|
||||
def _opsel_str(opsel: int, n: int, need: bool, is16_d: bool) -> str:
|
||||
"""Format op_sel modifier string."""
|
||||
if not need: return ""
|
||||
dst_hi = (opsel >> 3) & 1
|
||||
if n == 1: return f" op_sel:[{opsel & 1},{dst_hi}]"
|
||||
if n == 2: return f" op_sel:[{opsel & 1},{(opsel >> 1) & 1},{dst_hi}]"
|
||||
return f" op_sel:[{opsel & 1},{(opsel >> 1) & 1},{(opsel >> 2) & 1},{dst_hi}]"
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# DISASSEMBLER
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def _disasm_vop1(inst: VOP1) -> str:
|
||||
name, cdna = inst.op_name.lower() or f'vop1_op_{inst.op}', _is_cdna(inst)
|
||||
suf = "" if cdna else "_e32"
|
||||
if name in ('v_nop', 'v_pipeflush', 'v_clrexcp'): return name # no operands
|
||||
if 'readfirstlane' in name:
|
||||
src = f"v{inst.src0 - 256}" if inst.src0 >= 256 else decode_src(inst.src0, cdna)
|
||||
return f"{name} {_fmt_sdst(inst.vdst, 1, cdna)}, {src}"
|
||||
# 16-bit dst: uses .h/.l suffix for RDNA (CDNA uses plain vN)
|
||||
parts = name.split('_')
|
||||
is_16d = not cdna and (any(p in ('f16','i16','u16','b16') for p in parts[-2:-1]) or (len(parts) >= 2 and parts[-1] in ('f16','i16','u16','b16') and 'cvt' not in name))
|
||||
# v_cvt_pk_f32_fp8 and v_cvt_pk_f32_bf8 output to 2 VGPRs, and take 16-bit src
|
||||
is_pk_fp8 = 'cvt_pk_f32_fp8' in name or 'cvt_pk_f32_bf8' in name
|
||||
dregs = 2 if is_pk_fp8 else inst.dst_regs()
|
||||
dst = _vreg(inst.vdst, dregs) if dregs > 1 else _fmt_v16(inst.vdst, 0, 128) if is_16d else f"v{inst.vdst}"
|
||||
src = inst.lit(inst.src0) if inst.src0 == 255 else _fmt_src(inst.src0, inst.src_regs(0), cdna) if inst.src_regs(0) > 1 else _src16(inst, inst.src0) if not cdna and (inst.is_src_16(0) or is_pk_fp8) and 'sat_pk' not in name else inst.lit(inst.src0)
|
||||
return f"{name}{suf} {dst}, {src}"
|
||||
|
||||
_VOP2_CARRY_OUT = {'v_add_co_u32', 'v_sub_co_u32', 'v_subrev_co_u32'} # carry out only
|
||||
_VOP2_CARRY_INOUT = {'v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'} # carry in and out (CDNA)
|
||||
_VOP2_CARRY_INOUT_RDNA = {'v_add_co_ci_u32', 'v_sub_co_ci_u32', 'v_subrev_co_ci_u32'} # carry in and out (RDNA)
|
||||
def _disasm_vop2(inst: VOP2) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
if cdna: name = _CDNA_DISASM_ALIASES.get(name, name) # apply CDNA aliases
|
||||
suf = "" if cdna or (not cdna and inst.op == VOP2Op.V_DOT2ACC_F32_F16) else "_e32"
|
||||
lit = getattr(inst, '_literal', None)
|
||||
is16 = not cdna and inst.is_16bit()
|
||||
# fmaak/madak: dst = src0 * vsrc1 + K, fmamk/madmk: dst = src0 * K + vsrc1
|
||||
if 'fmaak' in name or 'madak' in name or (not cdna and inst.op in (VOP2Op.V_FMAAK_F32, VOP2Op.V_FMAAK_F16)):
|
||||
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst, 0, 128)}, {_src16(inst, inst.src0)}, {_fmt_v16(inst.vsrc1, 0, 128)}, 0x{lit:x}"
|
||||
return f"{name}{suf} v{inst.vdst}, {inst.lit(inst.src0)}, v{inst.vsrc1}, 0x{lit:x}"
|
||||
if 'fmamk' in name or 'madmk' in name or (not cdna and inst.op in (VOP2Op.V_FMAMK_F32, VOP2Op.V_FMAMK_F16)):
|
||||
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst, 0, 128)}, {_src16(inst, inst.src0)}, 0x{lit:x}, {_fmt_v16(inst.vsrc1, 0, 128)}"
|
||||
return f"{name}{suf} v{inst.vdst}, {inst.lit(inst.src0)}, 0x{lit:x}, v{inst.vsrc1}"
|
||||
if is16: return f"{name}{suf} {_fmt_v16(inst.vdst, 0, 128)}, {_src16(inst, inst.src0)}, {_fmt_v16(inst.vsrc1, 0, 128)}"
|
||||
vcc = "vcc" if cdna else "vcc_lo"
|
||||
# CDNA carry ops output vcc after vdst
|
||||
if cdna and name in _VOP2_CARRY_OUT: return f"{name}{suf} v{inst.vdst}, {vcc}, {inst.lit(inst.src0)}, v{inst.vsrc1}"
|
||||
if cdna and name in _VOP2_CARRY_INOUT: return f"{name}{suf} v{inst.vdst}, {vcc}, {inst.lit(inst.src0)}, v{inst.vsrc1}, {vcc}"
|
||||
# RDNA carry-in/out ops: v_add_co_ci_u32, etc. - format: vdst, vcc_lo, src0, vsrc1, vcc_lo
|
||||
if not cdna and name in _VOP2_CARRY_INOUT_RDNA: return f"{name}{suf} v{inst.vdst}, {vcc}, {inst.lit(inst.src0)}, v{inst.vsrc1}, {vcc}"
|
||||
# Handle 64-bit register operands (v_add_f64, v_mul_f64, etc.)
|
||||
dn, sn0, sn1 = inst.dst_regs(), inst.src_regs(0), inst.src_regs(1)
|
||||
if dn > 1 or sn0 > 1 or sn1 > 1:
|
||||
dst = _vreg(inst.vdst, dn) if dn > 1 else f"v{inst.vdst}"
|
||||
src0 = inst.lit(inst.src0) if inst.src0 == 255 else _fmt_src(inst.src0, sn0, cdna)
|
||||
src1 = _vreg(inst.vsrc1, sn1) if sn1 > 1 else f"v{inst.vsrc1}"
|
||||
return f"{name} {dst}, {src0}, {src1}"
|
||||
return f"{name}{suf} v{inst.vdst}, {inst.lit(inst.src0)}, v{inst.vsrc1}" + (f", {vcc}" if name == 'v_cndmask_b32' else "")
|
||||
|
||||
def _disasm_vopc(inst: VOPC) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
if cdna:
|
||||
s0 = inst.lit(inst.src0) if inst.src0 == 255 else _fmt_src(inst.src0, inst.src_regs(0), cdna)
|
||||
s1 = _vreg(inst.vsrc1, inst.src_regs(1)) if inst.src_regs(1) > 1 else f"v{inst.vsrc1}"
|
||||
return f"{name} vcc, {s0}, {s1}" # CDNA VOPC always outputs vcc
|
||||
# RDNA: v_cmpx_* writes to exec (no vcc), v_cmp_* writes to vcc_lo
|
||||
has_vcc = 'cmpx' not in name
|
||||
s0 = inst.lit(inst.src0) if inst.src0 == 255 else _fmt_src(inst.src0, inst.src_regs(0)) if inst.src_regs(0) > 1 else _src16(inst, inst.src0) if inst.is_16bit() else inst.lit(inst.src0)
|
||||
s1 = _vreg(inst.vsrc1, inst.src_regs(1)) if inst.src_regs(1) > 1 else _fmt_v16(inst.vsrc1, 0, 128) if inst.is_16bit() else f"v{inst.vsrc1}"
|
||||
return f"{name}_e32 vcc_lo, {s0}, {s1}" if has_vcc else f"{name}_e32 {s0}, {s1}"
|
||||
|
||||
NO_ARG_SOPP = {SOPPOp.S_BARRIER, SOPPOp.S_WAKEUP, SOPPOp.S_ICACHE_INV,
|
||||
SOPPOp.S_WAIT_IDLE, SOPPOp.S_ENDPGM_SAVED, SOPPOp.S_CODE_END, SOPPOp.S_ENDPGM_ORDERED_PS_DONE, SOPPOp.S_TTRACEDATA}
|
||||
_CDNA_NO_ARG_SOPP = {'s_endpgm', 's_barrier', 's_wakeup', 's_icache_inv', 's_ttracedata', 's_nop', 's_sethalt', 's_sleep',
|
||||
's_setprio', 's_trap', 's_incperflevel', 's_decperflevel', 's_sendmsg', 's_sendmsghalt'}
|
||||
|
||||
def _disasm_sopp(inst: SOPP) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
if cdna:
|
||||
if name == 's_endpgm': return name if inst.simm16 == 0 else f"{name} {inst.simm16}"
|
||||
if name in ('s_barrier', 's_wakeup', 's_icache_inv', 's_ttracedata'): return name
|
||||
if name == 's_waitcnt':
|
||||
vm, lgkm, exp = inst.simm16 & 0xf, (inst.simm16 >> 8) & 0x3f, (inst.simm16 >> 4) & 0x7
|
||||
p = [f"vmcnt({vm})" if vm != 0xf else "", f"expcnt({exp})" if exp != 7 else "", f"lgkmcnt({lgkm})" if lgkm != 0x3f else ""]
|
||||
return f"s_waitcnt {' '.join(x for x in p if x) or '0'}"
|
||||
if name.startswith(('s_cbranch', 's_branch')): return f"{name} {inst.simm16}"
|
||||
return f"{name} 0x{inst.simm16:x}" if inst.simm16 else name
|
||||
# RDNA
|
||||
if inst.op in NO_ARG_SOPP: return name
|
||||
if inst.op == SOPPOp.S_ENDPGM: return name if inst.simm16 == 0 else f"{name} {inst.simm16}"
|
||||
if inst.op == SOPPOp.S_WAITCNT:
|
||||
vm, exp, lgkm = (inst.simm16 >> 10) & 0x3f, inst.simm16 & 0xf, (inst.simm16 >> 4) & 0x3f
|
||||
p = [f"vmcnt({vm})" if vm != 0x3f else "", f"expcnt({exp})" if exp != 7 else "", f"lgkmcnt({lgkm})" if lgkm != 0x3f else ""]
|
||||
return f"s_waitcnt {' '.join(x for x in p if x) or '0'}"
|
||||
if inst.op == SOPPOp.S_DELAY_ALU:
|
||||
deps, skips = ['VALU_DEP_1','VALU_DEP_2','VALU_DEP_3','VALU_DEP_4','TRANS32_DEP_1','TRANS32_DEP_2','TRANS32_DEP_3','FMA_ACCUM_CYCLE_1','SALU_CYCLE_1','SALU_CYCLE_2','SALU_CYCLE_3'], ['SAME','NEXT','SKIP_1','SKIP_2','SKIP_3','SKIP_4']
|
||||
id0, skip, id1 = inst.simm16 & 0xf, (inst.simm16 >> 4) & 0x7, (inst.simm16 >> 7) & 0xf
|
||||
dep = lambda v: deps[v-1] if 0 < v <= len(deps) else str(v)
|
||||
p = [f"instid0({dep(id0)})" if id0 else "", f"instskip({skips[skip]})" if skip else "", f"instid1({dep(id1)})" if id1 else ""]
|
||||
return f"s_delay_alu {' | '.join(x for x in p if x) or '0'}"
|
||||
return f"{name} {inst.simm16}" if name.startswith(('s_cbranch', 's_branch')) else f"{name} 0x{inst.simm16:x}"
|
||||
|
||||
def _disasm_smem(inst: SMEM) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
if inst.op in (SMEMOp.S_GL1_INV, SMEMOp.S_DCACHE_INV): return name
|
||||
soe, imm = getattr(inst, 'soe', 0), getattr(inst, 'imm', 1)
|
||||
is_rdna4 = 'rdna4' in inst.__class__.__module__
|
||||
offset = inst.ioffset if is_rdna4 else getattr(inst, 'offset', 0)
|
||||
if cdna:
|
||||
if soe and imm: off_s = f"{decode_src(inst.soffset, cdna)} offset:0x{offset:x}"
|
||||
elif imm: off_s = f"0x{offset:x}"
|
||||
elif offset < 256: off_s = decode_src(offset, cdna)
|
||||
else: off_s = decode_src(inst.soffset, cdna)
|
||||
elif offset and inst.soffset != 124: off_s = f"{decode_src(inst.soffset, cdna)} offset:0x{offset:x}"
|
||||
elif offset: off_s = f"0x{offset:x}"
|
||||
else: off_s = decode_src(inst.soffset, cdna)
|
||||
is_buffer = 'buffer' in name or 's_atc_probe_buffer' == name
|
||||
sbase_idx, sbase_count = inst.sbase * 2, 4 if is_buffer else 2
|
||||
sbase_str = _fmt_src(sbase_idx, sbase_count, cdna) if sbase_count == 2 else _sreg(sbase_idx, sbase_count) if sbase_idx <= 105 else _reg("ttmp", sbase_idx - 108, sbase_count)
|
||||
if name in ('s_atc_probe', 's_atc_probe_buffer'): return f"{name} {inst.sdata}, {sbase_str}, {off_s}"
|
||||
if 'prefetch' in name:
|
||||
off = getattr(inst, 'ioffset', inst.offset)
|
||||
if off >= 0x800000: off = off - 0x1000000
|
||||
off_s = f"0x{off:x}" if off > 255 else str(off)
|
||||
soff_s = decode_src(inst.soffset, cdna) if inst.soffset != 124 else "null"
|
||||
if 'pc_rel' in name: return f"{name} {off_s}, {soff_s}, {inst.sdata}"
|
||||
return f"{name} {sbase_str}, {off_s}, {soff_s}, {inst.sdata}"
|
||||
th, scope = getattr(inst, 'th', 0), getattr(inst, 'scope', 0)
|
||||
if th or scope:
|
||||
th_names = ['TH_LOAD_RT', 'TH_LOAD_NT', 'TH_LOAD_HT', 'TH_LOAD_LU']
|
||||
scope_names = ['SCOPE_CU', 'SCOPE_SE', 'SCOPE_DEV', 'SCOPE_SYS']
|
||||
mods = (f" th:{th_names[th]}" if th else "") + (f" scope:{scope_names[scope]}" if scope else "")
|
||||
return f"{name} {_fmt_sdst(inst.sdata, inst.dst_regs(), cdna)}, {sbase_str}, {off_s}{mods}"
|
||||
return f"{name} {_fmt_sdst(inst.sdata, inst.dst_regs(), cdna)}, {sbase_str}, {off_s}" + _mods((inst.glc, " glc"), (getattr(inst, 'dlc', 0), " dlc"))
|
||||
|
||||
def _disasm_flat(inst: FLAT) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
acc = getattr(inst, 'acc', 0)
|
||||
reg_fn = _areg if acc else _vreg
|
||||
seg = ['flat', 'scratch', 'global'][inst.seg] if inst.seg < 3 else 'flat'
|
||||
instr = f"{seg}_{name.split('_', 1)[1] if '_' in name else name}"
|
||||
off_val = inst.offset if seg == 'flat' else (inst.offset if inst.offset < 4096 else inst.offset - 8192)
|
||||
w = inst.dst_regs() * (2 if '_x2' in name else 1) * (2 if 'cmpswap' in name else 1)
|
||||
off_s = f" offset:{off_val}" if off_val else ""
|
||||
if cdna: mods = f"{off_s}{' glc' if inst.sc0 else ''}{' slc' if inst.nt else ''}"
|
||||
else: mods = f"{off_s}{' glc' if inst.glc else ''}{' slc' if inst.slc else ''}{' dlc' if inst.dlc else ''}"
|
||||
if seg == 'flat' or inst.saddr == 0x7F: saddr_s = ""
|
||||
elif inst.saddr == 124: saddr_s = ", off"
|
||||
elif seg == 'scratch': saddr_s = f", {decode_src(inst.saddr, cdna)}"
|
||||
elif inst.saddr in (SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS): saddr_s = f", {(SPECIAL_PAIRS_CDNA if cdna else SPECIAL_PAIRS)[inst.saddr]}"
|
||||
elif t := _ttmp(inst.saddr, 2): saddr_s = f", {t}"
|
||||
else: saddr_s = f", {_sreg(inst.saddr, 2) if inst.saddr < 106 else decode_src(inst.saddr, cdna)}"
|
||||
if 'addtid' in name: return f"{instr} {'a' if acc else 'v'}{inst.data if 'store' in name else inst.vdst}{saddr_s}{mods}"
|
||||
if cdna: addr_w = 1 if seg == 'scratch' else 2
|
||||
else: addr_w = 1 if seg == 'scratch' or (inst.saddr not in (0x7F, 124)) else 2
|
||||
addr_s = "off" if not inst.sve and seg == 'scratch' else _vreg(inst.addr, addr_w)
|
||||
data_s, vdst_s = reg_fn(inst.data, w), reg_fn(inst.vdst, w // 2 if 'cmpswap' in name else w)
|
||||
glc_or_sc0 = inst.sc0 if cdna else inst.glc
|
||||
if 'atomic' in name:
|
||||
return f"{instr} {vdst_s}, {addr_s}, {data_s}{saddr_s if seg != 'flat' else ''}{mods}" if glc_or_sc0 else f"{instr} {addr_s}, {data_s}{saddr_s if seg != 'flat' else ''}{mods}"
|
||||
if 'store' in name: return f"{instr} {addr_s}, {data_s}{saddr_s}{mods}"
|
||||
return f"{instr} {reg_fn(inst.vdst, w)}, {addr_s}{saddr_s}{mods}"
|
||||
|
||||
def _disasm_ds(inst: DS) -> str:
|
||||
op, name = inst.op, inst.op_name.lower()
|
||||
acc = getattr(inst, 'acc', 0)
|
||||
reg_fn = _areg if acc else _vreg
|
||||
rp = 'a' if acc else 'v'
|
||||
gds = " gds" if inst.gds else ""
|
||||
off = f" offset:{inst.offset0 | (inst.offset1 << 8)}" if inst.offset0 or inst.offset1 else ""
|
||||
off2 = (" offset0:" + str(inst.offset0) if inst.offset0 else "") + (" offset1:" + str(inst.offset1) if inst.offset1 else "")
|
||||
w = inst.dst_regs()
|
||||
d0, d1, dst, addr = reg_fn(inst.data0, w), reg_fn(inst.data1, w), reg_fn(inst.vdst, w), f"v{inst.addr}"
|
||||
|
||||
if op == DSOp.DS_NOP: return name
|
||||
if op == DSOp.DS_BVH_STACK_RTN_B32: return f"{name} v{inst.vdst}, {addr}, v{inst.data0}, {_vreg(inst.data1, 4)}{off}{gds}"
|
||||
if 'bvh_stack_push' in name:
|
||||
d1_regs = 8 if 'push8' in name else 4
|
||||
vdst_regs = 2 if 'pop2' in name else 1
|
||||
vdst_s = _vreg(inst.vdst, vdst_regs) if vdst_regs > 1 else f"v{inst.vdst}"
|
||||
return f"{name} {vdst_s}, {addr}, v{inst.data0}, {_vreg(inst.data1, d1_regs)}{off}{gds}"
|
||||
if 'gws_sema' in name and op != DSOp.DS_GWS_SEMA_BR: return f"{name}{off}{gds}"
|
||||
if 'gws_' in name: return f"{name} {addr}{off}{gds}"
|
||||
if op in (DSOp.DS_CONSUME, DSOp.DS_APPEND): return f"{name} {rp}{inst.vdst}{off}{gds}"
|
||||
if 'gs_reg' in name: return f"{name} {reg_fn(inst.vdst, 2)}, {rp}{inst.data0}{off}{gds}"
|
||||
if '2addr' in name:
|
||||
if 'load' in name: return f"{name} {reg_fn(inst.vdst, w*2)}, {addr}{off2}{gds}"
|
||||
if 'store' in name and 'xchg' not in name: return f"{name} {addr}, {d0}, {d1}{off2}{gds}"
|
||||
return f"{name} {reg_fn(inst.vdst, w*2)}, {addr}, {d0}, {d1}{off2}{gds}"
|
||||
if 'write2' in name: return f"{name} {addr}, {d0}, {d1}{off2}{gds}"
|
||||
if 'read2' in name: return f"{name} {reg_fn(inst.vdst, w*2)}, {addr}{off2}{gds}"
|
||||
if 'load' in name: return f"{name} {rp}{inst.vdst}{off}{gds}" if 'addtid' in name else f"{name} {dst}, {addr}{off}{gds}"
|
||||
if 'store' in name and not _has(name, 'cmp', 'xchg'):
|
||||
return f"{name} {rp}{inst.data0}{off}{gds}" if 'addtid' in name else f"{name} {addr}, {d0}{off}{gds}"
|
||||
if 'swizzle' in name or op == DSOp.DS_ORDERED_COUNT: return f"{name} {rp}{inst.vdst}, {addr}{off}{gds}"
|
||||
if 'permute' in name: return f"{name} {rp}{inst.vdst}, {addr}, {rp}{inst.data0}{off}{gds}"
|
||||
if 'condxchg' in name: return f"{name} {reg_fn(inst.vdst, 2)}, {addr}, {reg_fn(inst.data0, 2)}{off}{gds}"
|
||||
if _has(name, 'cmpstore', 'mskor', 'wrap'):
|
||||
return f"{name} {dst}, {addr}, {d0}, {d1}{off}{gds}" if '_rtn' in name else f"{name} {addr}, {d0}, {d1}{off}{gds}"
|
||||
return f"{name} {dst}, {addr}, {d0}{off}{gds}" if '_rtn' in name else f"{name} {addr}, {d0}{off}{gds}"
|
||||
|
||||
def _disasm_vop3(inst: VOP3) -> str:
|
||||
op, name = inst.op, inst.op_name.lower()
|
||||
|
||||
# RDNA4 v_s_* scalar VOP3 instructions
|
||||
if name.startswith('v_s_'):
|
||||
src = inst.lit(inst.src0) if inst.src0 == 255 else ("src_scc" if inst.src0 == 253 else _fmt_src(inst.src0, inst.src_regs(0)))
|
||||
if inst.neg & 1: src = f"-{src}"
|
||||
if inst.abs & 1: src = f"|{src}|"
|
||||
clamp = inst.cm if 'cm' in inst._fields else getattr(inst, 'clmp', 0)
|
||||
return f"{name} s{inst.vdst}, {src}" + (" clamp" if clamp else "") + _omod(inst.omod)
|
||||
|
||||
# VOP3SD (shared encoding)
|
||||
if isinstance(op, VOP3SDOp):
|
||||
sdst = (inst.clmp << 7) | (inst.opsel << 3) | inst.abs
|
||||
def src(v, neg, n):
|
||||
s = inst.lit(v) if v == 255 else ("src_scc" if v == 253 else (_fmt_src(v, n) if n > 1 else inst.lit(v)))
|
||||
return f"neg({s})" if neg and v == 255 else (f"-{s}" if neg else s)
|
||||
s0, s1, s2 = src(inst.src0, inst.neg & 1, inst.src_regs(0)), src(inst.src1, inst.neg & 2, inst.src_regs(1)), src(inst.src2, inst.neg & 4, inst.src_regs(2))
|
||||
dst = _vreg(inst.vdst, inst.dst_regs()) if inst.dst_regs() > 1 else f"v{inst.vdst}"
|
||||
srcs = f"{s0}, {s1}, {s2}" if inst.num_srcs() == 3 else f"{s0}, {s1}"
|
||||
return f"{name} {dst}, {_fmt_sdst(sdst, 1)}, {srcs}" + _omod(inst.omod)
|
||||
|
||||
# Detect 16-bit operand sizes
|
||||
is16_d = is16_s = is16_s2 = False
|
||||
if 'cvt_pk' in name: is16_s = name.endswith('16')
|
||||
elif m := re.match(r'v_(?:cvt|frexp_exp)_([a-z0-9_]+)_([a-z0-9]+)', name):
|
||||
is16_d, is16_s = _has(m.group(1), 'f16','i16','u16','b16'), _has(m.group(2), 'f16','i16','u16','b16')
|
||||
is16_s2 = is16_s
|
||||
elif re.match(r'v_mad_[iu]32_[iu]16', name): is16_s = True
|
||||
elif 'pack_b32' in name: is16_s = is16_s2 = True
|
||||
elif 'sat_pk' in name: is16_d = True
|
||||
else: is16_d = is16_s = is16_s2 = inst.is_16bit()
|
||||
|
||||
s0 = _vop3_src(inst, inst.src0, inst.neg&1, inst.abs&1, inst.opsel&1, inst.src_regs(0), is16_s)
|
||||
s1 = _vop3_src(inst, inst.src1, inst.neg&2, inst.abs&2, inst.opsel&2, inst.src_regs(1), is16_s)
|
||||
s2 = _vop3_src(inst, inst.src2, inst.neg&4, inst.abs&4, inst.opsel&4, inst.src_regs(2), is16_s2)
|
||||
|
||||
# Destination
|
||||
dn = inst.dst_regs()
|
||||
if op == VOP3Op.V_READLANE_B32: dst = _fmt_sdst(inst.vdst, 1)
|
||||
elif dn > 1: dst = _vreg(inst.vdst, dn)
|
||||
elif is16_d: dst = f"v{inst.vdst}.h" if (inst.opsel & 8) else f"v{inst.vdst}.l"
|
||||
else: dst = f"v{inst.vdst}"
|
||||
|
||||
clamp = inst.cm if 'cm' in inst._fields else getattr(inst, 'clmp', 0)
|
||||
cl, om = " clamp" if clamp else "", _omod(inst.omod)
|
||||
nonvgpr_opsel = (inst.src0 < 256 and (inst.opsel & 1)) or (inst.src1 < 256 and (inst.opsel & 2)) or (inst.src2 < 256 and (inst.opsel & 4))
|
||||
need_opsel = nonvgpr_opsel or (inst.opsel and not is16_s)
|
||||
|
||||
if inst.op < 256: # VOPC
|
||||
return f"{name}_e64 {s0}, {s1}{cl}" if name.startswith('v_cmpx') else f"{name}_e64 {_fmt_sdst(inst.vdst, 1)}, {s0}, {s1}{cl}"
|
||||
if inst.op < 384: # VOP2
|
||||
n = inst.num_srcs()
|
||||
os = _opsel_str(inst.opsel, n, need_opsel, is16_d)
|
||||
return f"{name}_e64 {dst}, {s0}, {s1}, {s2}{os}{cl}{om}" if n == 3 else f"{name}_e64 {dst}, {s0}, {s1}{os}{cl}{om}"
|
||||
if inst.op < 512: # VOP1
|
||||
if re.match(r'v_cvt_f32_(bf|fp)8', name) and inst.opsel:
|
||||
os = f" byte_sel:{((inst.opsel & 1) << 1) | ((inst.opsel >> 1) & 1)}"
|
||||
else:
|
||||
os = _opsel_str(inst.opsel, 1, need_opsel, is16_d)
|
||||
return f"{name}_e64" if op in (VOP3Op.V_NOP, VOP3Op.V_PIPEFLUSH) else f"{name}_e64 {dst}, {s0}{os}{cl}{om}"
|
||||
# Native VOP3
|
||||
n = inst.num_srcs()
|
||||
if 'cvt_sr' in name and inst.opsel:
|
||||
os = f" byte_sel:{inst.opsel >> 2}"
|
||||
else:
|
||||
os = _opsel_str(inst.opsel, n, need_opsel, is16_d)
|
||||
return f"{name} {dst}, {s0}, {s1}, {s2}{os}{cl}{om}" if n == 3 else f"{name} {dst}, {s0}, {s1}{os}{cl}{om}"
|
||||
|
||||
def _disasm_vop3sd(inst: VOP3SD) -> str:
|
||||
name = inst.op_name.lower()
|
||||
src2_n = 2 if '_co_' in name and '64' in name else inst.src_regs(2)
|
||||
def src(v, neg, n):
|
||||
s = inst.lit(v) if v == 255 else ("src_scc" if v == 253 else (_fmt_src(v, n) if n > 1 else inst.lit(v)))
|
||||
return f"neg({s})" if neg and v == 255 else (f"-{s}" if neg else s)
|
||||
s0, s1, s2 = src(inst.src0, inst.neg & 1, inst.src_regs(0)), src(inst.src1, inst.neg & 2, inst.src_regs(1)), src(inst.src2, inst.neg & 4, src2_n)
|
||||
dst = _vreg(inst.vdst, inst.dst_regs()) if inst.dst_regs() > 1 else f"v{inst.vdst}"
|
||||
srcs = f"{s0}, {s1}, {s2}" if inst.num_srcs() == 3 else f"{s0}, {s1}"
|
||||
clamp = inst.cm if 'cm' in inst._fields else getattr(inst, 'clmp', 0)
|
||||
return f"{name} {dst}, {_fmt_sdst(inst.sdst, 1)}, {srcs}{' clamp' if clamp else ''}{_omod(inst.omod)}"
|
||||
|
||||
def _disasm_vopd(inst: VOPD) -> str:
|
||||
lit = inst._literal or inst.literal
|
||||
is_rdna4 = 'rdna4' in inst.__class__.__module__
|
||||
op_enum = R4_VOPDOp if is_rdna4 else VOPDOp
|
||||
vdst_y, nx, ny = (inst.vdsty << 1) | ((inst.vdstx & 1) ^ 1), op_enum(inst.opx).name.lower(), op_enum(inst.opy).name.lower()
|
||||
def half(n, vd, s0, vs1):
|
||||
if 'mov' in n: return f"{n} v{vd}, {inst.lit(s0)}"
|
||||
if 'fmamk' in n and lit: return f"{n} v{vd}, {inst.lit(s0)}, 0x{lit:x}, v{vs1}"
|
||||
if 'fmaak' in n and lit: return f"{n} v{vd}, {inst.lit(s0)}, v{vs1}, 0x{lit:x}"
|
||||
return f"{n} v{vd}, {inst.lit(s0)}, v{vs1}"
|
||||
return f"{half(nx, inst.vdstx, inst.srcx0, inst.vsrcx1)} :: {half(ny, vdst_y, inst.srcy0, inst.vsrcy1)}"
|
||||
|
||||
def _swmmac_regs(name: str) -> tuple[int, int, int, int]:
|
||||
"""Return (dst, src0, src1, src2) register counts for SWMMAC instructions."""
|
||||
if 'f16_16x16x32' in name or 'bf16_16x16x32' in name: return (4, 4, 8, 1)
|
||||
if 'f32_16x16x32_f16' in name or 'f32_16x16x32_bf16' in name: return (8, 4, 8, 1)
|
||||
if 'i32_16x16x32_iu4' in name: return (8, 1, 2, 1)
|
||||
if 'i32_16x16x64_iu4' in name: return (8, 2, 4, 1)
|
||||
if 'i32_16x16x32_iu8' in name or 'f32_16x16x32_fp8' in name or 'f32_16x16x32_bf8' in name: return (8, 2, 4, 1)
|
||||
return (8, 8, 8, 8)
|
||||
|
||||
def _disasm_vop3p(inst: VOP3P) -> str:
|
||||
name = inst.op_name.lower()
|
||||
is_wmma, is_swmmac, n, is_fma_mix = 'wmma' in name, 'swmmac' in name, inst.num_srcs(), 'fma_mix' in name
|
||||
def get_src(v, sc): return inst.lit(v) if v == 255 else _fmt_src(v, sc)
|
||||
if is_swmmac:
|
||||
dn, s0n, s1n, s2n = _swmmac_regs(name)
|
||||
src0, src1, src2, dst = get_src(inst.src0, s0n), get_src(inst.src1, s1n), get_src(inst.src2, s2n), _vreg(inst.vdst, dn)
|
||||
elif is_wmma:
|
||||
is_rdna4_wmma = 'rdna4' in inst.__class__.__module__
|
||||
sc = 1 if '16x16x16_iu4' in name else 2 if ('iu4' in name or 'iu8' in name or 'fp8' in name or 'bf8' in name) else 4
|
||||
if not is_rdna4_wmma: sc *= 2
|
||||
dc = 8 if not is_rdna4_wmma else (4 if ('f16_16x16' in name or 'bf16_16x16' in name) and 'f32' not in name else 8)
|
||||
src0, src1, src2, dst = get_src(inst.src0, sc), get_src(inst.src1, sc), get_src(inst.src2, dc), _vreg(inst.vdst, dc)
|
||||
else: src0, src1, src2, dst = get_src(inst.src0, 1), get_src(inst.src1, 1), get_src(inst.src2, 1), f"v{inst.vdst}"
|
||||
opsel_hi = inst.opsel_hi | (inst.opsel_hi2 << 2)
|
||||
clamp = inst.cm if 'cm' in inst._fields else getattr(inst, 'clmp', 0)
|
||||
if is_fma_mix:
|
||||
def m(s, neg, abs_): return f"-{f'|{s}|' if abs_ else s}" if neg else (f"|{s}|" if abs_ else s)
|
||||
src0, src1, src2 = m(src0, inst.neg & 1, inst.neg_hi & 1), m(src1, inst.neg & 2, inst.neg_hi & 2), m(src2, inst.neg & 4, inst.neg_hi & 4)
|
||||
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi else []) + (["clamp"] if clamp else [])
|
||||
elif is_swmmac:
|
||||
mods = ([f"index_key:{inst.opsel}"] if inst.opsel else []) + ([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + \
|
||||
([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if clamp else [])
|
||||
else:
|
||||
opsel_hi_default = 7 if n == 3 else 3
|
||||
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi != opsel_hi_default else []) + \
|
||||
([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + ([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if clamp else [])
|
||||
return f"{name} {dst}, {src0}, {src1}, {src2}{' ' + ' '.join(mods) if mods else ''}" if n == 3 else f"{name} {dst}, {src0}, {src1}{' ' + ' '.join(mods) if mods else ''}"
|
||||
|
||||
def _disasm_buf(inst: MUBUF | MTBUF) -> str:
|
||||
name, cdna = inst.op_name.lower(), _is_cdna(inst)
|
||||
acc = getattr(inst, 'acc', 0)
|
||||
reg_fn = _areg if acc else _vreg
|
||||
if cdna and name in ('buffer_wbl2', 'buffer_inv'): return name
|
||||
if not cdna and inst.op in (MUBUFOp.BUFFER_GL0_INV, MUBUFOp.BUFFER_GL1_INV): return name
|
||||
w = (2 if _has(name, 'xyz', 'xyzw') else 1) if 'd16' in name else \
|
||||
((2 if _has(name, 'b64', 'u64', 'i64') else 1) * (2 if 'cmpswap' in name else 1)) if 'atomic' in name else \
|
||||
{'b32':1,'b64':2,'b96':3,'b128':4,'b16':1,'x':1,'xy':2,'xyz':3,'xyzw':4}.get(name.split('_')[-1], 1)
|
||||
if hasattr(inst, 'tfe') and inst.tfe: w += 1
|
||||
vaddr = _vreg(inst.vaddr, 2) if inst.offen and inst.idxen else f"v{inst.vaddr}" if inst.offen or inst.idxen else "off"
|
||||
srsrc = _sreg_or_ttmp(inst.srsrc*4, 4)
|
||||
is_mtbuf = isinstance(inst, MTBUF) or isinstance(inst, C_MTBUF)
|
||||
if is_mtbuf:
|
||||
dfmt, nfmt = inst.format & 0xf, (inst.format >> 4) & 0x7
|
||||
if acc: fmt_s = f" dfmt:{dfmt}, nfmt:{nfmt},"
|
||||
elif not cdna: fmt_s = f" format:{inst.format}" if inst.format else ""
|
||||
else:
|
||||
dfmt_names = ['INVALID', '8', '16', '8_8', '32', '16_16', '10_11_11', '11_11_10', '10_10_10_2', '2_10_10_10', '8_8_8_8', '32_32', '16_16_16_16', '32_32_32', '32_32_32_32', 'RESERVED_15']
|
||||
nfmt_names = ['UNORM', 'SNORM', 'USCALED', 'SSCALED', 'UINT', 'SINT', 'RESERVED_6', 'FLOAT']
|
||||
if dfmt == 1 and nfmt == 0: fmt_s = ""
|
||||
elif nfmt == 0: fmt_s = f" format:[BUF_DATA_FORMAT_{dfmt_names[dfmt]}]"
|
||||
elif dfmt == 1: fmt_s = f" format:[BUF_NUM_FORMAT_{nfmt_names[nfmt]}]"
|
||||
else: fmt_s = f" format:[BUF_DATA_FORMAT_{dfmt_names[dfmt]},BUF_NUM_FORMAT_{nfmt_names[nfmt]}]"
|
||||
else: fmt_s = ""
|
||||
if cdna: mods = [m for c, m in [(inst.idxen,"idxen"),(inst.offen,"offen"),(inst.offset,f"offset:{inst.offset}"),(inst.sc0,"glc"),(inst.nt,"slc"),(inst.sc1,"sc1")] if c]
|
||||
else: mods = [m for c, m in [(inst.idxen,"idxen"),(inst.offen,"offen"),(inst.offset,f"offset:{inst.offset}"),(inst.glc,"glc"),(inst.dlc,"dlc"),(inst.slc,"slc"),(inst.tfe,"tfe")] if c]
|
||||
soffset_s = decode_src(inst.soffset, cdna)
|
||||
if cdna and not acc and is_mtbuf: return f"{name} {reg_fn(inst.vdata, w)}, {vaddr}, {srsrc}, {soffset_s}{fmt_s}{' ' + ' '.join(mods) if mods else ''}"
|
||||
return f"{name} {reg_fn(inst.vdata, w)}, {vaddr}, {srsrc},{fmt_s} {soffset_s}{' ' + ' '.join(mods) if mods else ''}"
|
||||
|
||||
def _mimg_vaddr_width(name: str, dim: int, a16: bool) -> int:
|
||||
base = [1, 2, 3, 3, 2, 3, 3, 4][dim]
|
||||
grad = [1, 2, 3, 2, 1, 2, 2, 2][dim]
|
||||
if 'get_resinfo' in name: return 1
|
||||
packed, unpacked = 0, 0
|
||||
if '_mip' in name: packed += 1
|
||||
elif 'sample' in name or 'gather' in name:
|
||||
if '_o' in name: unpacked += 1
|
||||
if re.search(r'_c(_|$)', name): unpacked += 1
|
||||
if '_d' in name: unpacked += (grad + 1) & ~1 if '_g16' in name else grad*2
|
||||
if '_b' in name: unpacked += 1
|
||||
if '_l' in name and '_cl' not in name and '_lz' not in name: packed += 1
|
||||
if '_cl' in name: packed += 1
|
||||
return (base + packed + 1) // 2 + unpacked if a16 else base + packed + unpacked
|
||||
|
||||
def _disasm_mimg(inst: MIMG) -> str:
|
||||
name = inst.op_name.lower()
|
||||
srsrc_base = inst.srsrc * 4
|
||||
srsrc_str = _sreg_or_ttmp(srsrc_base, 8)
|
||||
if 'bvh' in name:
|
||||
vaddr = (9 if '64' in name else 8) if inst.a16 else (12 if '64' in name else 11)
|
||||
return f"{name} {_vreg(inst.vdata, 4)}, {_vreg(inst.vaddr, vaddr)}, {_sreg_or_ttmp(srsrc_base, 4)}{' a16' if inst.a16 else ''}"
|
||||
vdata = 4 if 'gather4' in name or 'msaa_load' in name else (bin(inst.dmask).count('1') or 1)
|
||||
if inst.d16: vdata = (vdata + 1) // 2
|
||||
if inst.tfe: vdata += 1
|
||||
dim_names = ['1d', '2d', '3d', 'cube', '1d_array', '2d_array', '2d_msaa', '2d_msaa_array']
|
||||
dim = dim_names[inst.dim] if inst.dim < len(dim_names) else f"dim_{inst.dim}"
|
||||
vaddr = _mimg_vaddr_width(name, inst.dim, inst.a16)
|
||||
vaddr_str = f"v{inst.vaddr}" if vaddr == 1 else _vreg(inst.vaddr, vaddr)
|
||||
mods = [f"dmask:0x{inst.dmask:x}"] if inst.dmask and (inst.dmask != 15 or 'atomic' in name) else []
|
||||
mods.append(f"dim:SQ_RSRC_IMG_{dim.upper()}")
|
||||
for flag, mod in [(inst.unrm,"unorm"),(inst.glc,"glc"),(inst.slc,"slc"),(inst.dlc,"dlc"),(inst.r128,"r128"),
|
||||
(inst.a16,"a16"),(inst.tfe,"tfe"),(inst.lwe,"lwe"),(inst.d16,"d16")]:
|
||||
if flag: mods.append(mod)
|
||||
ssamp_str = ""
|
||||
if 'sample' in name or 'gather' in name or 'get_lod' in name:
|
||||
ssamp_str = ", " + _sreg_or_ttmp(inst.ssamp * 4, 4)
|
||||
return f"{name} {_vreg(inst.vdata, vdata)}, {vaddr_str}, {srsrc_str}{ssamp_str} {' '.join(mods)}"
|
||||
|
||||
def _disasm_sop1(inst: SOP1) -> str:
|
||||
op, name, cdna = inst.op, inst.op_name.lower(), _is_cdna(inst)
|
||||
src = inst.lit(inst.ssrc0) if inst.ssrc0 == 255 else _fmt_src(inst.ssrc0, inst.src_regs(0), cdna)
|
||||
if not cdna:
|
||||
if op == SOP1Op.S_GETPC_B64: return f"{name} {_fmt_sdst(inst.sdst, 2)}"
|
||||
if op in (SOP1Op.S_SETPC_B64, SOP1Op.S_RFE_B64): return f"{name} {src}"
|
||||
if op == SOP1Op.S_SWAPPC_B64: return f"{name} {_fmt_sdst(inst.sdst, 2)}, {src}"
|
||||
if op in (SOP1Op.S_SENDMSG_RTN_B32, SOP1Op.S_SENDMSG_RTN_B64): return f"{name} {_fmt_sdst(inst.sdst, inst.dst_regs())}, sendmsg({MSG.get(inst.ssrc0, str(inst.ssrc0))})"
|
||||
sop1_src_only = ('S_ALLOC_VGPR', 'S_SLEEP_VAR', 'S_BARRIER_SIGNAL', 'S_BARRIER_SIGNAL_ISFIRST', 'S_BARRIER_INIT', 'S_BARRIER_JOIN')
|
||||
if inst.op_name in sop1_src_only: return f"{name} {src}"
|
||||
return f"{name} {_fmt_sdst(inst.sdst, inst.dst_regs(), cdna)}, {src}"
|
||||
|
||||
def _disasm_sop2(inst: SOP2) -> str:
|
||||
cdna, name = _is_cdna(inst), inst.op_name.lower()
|
||||
lit = getattr(inst, '_literal', None)
|
||||
s0 = inst.lit(inst.ssrc0) if inst.ssrc0 == 255 else _fmt_src(inst.ssrc0, inst.src_regs(0), cdna)
|
||||
s1 = inst.lit(inst.ssrc1) if inst.ssrc1 == 255 else _fmt_src(inst.ssrc1, inst.src_regs(1), cdna)
|
||||
dst = _fmt_sdst(inst.sdst, inst.dst_regs(), cdna)
|
||||
if 'fmamk' in name and lit is not None: return f"{name} {dst}, {s0}, 0x{lit:x}, {s1}"
|
||||
if 'fmaak' in name and lit is not None: return f"{name} {dst}, {s0}, {s1}, 0x{lit:x}"
|
||||
return f"{name} {dst}, {s0}, {s1}"
|
||||
|
||||
def _disasm_sopc(inst: SOPC) -> str:
|
||||
cdna = _is_cdna(inst)
|
||||
s0 = inst.lit(inst.ssrc0) if inst.ssrc0 == 255 else _fmt_src(inst.ssrc0, inst.src_regs(0), cdna)
|
||||
s1 = inst.lit(inst.ssrc1) if inst.ssrc1 == 255 else _fmt_src(inst.ssrc1, inst.src_regs(1), cdna)
|
||||
return f"{inst.op_name.lower()} {s0}, {s1}"
|
||||
|
||||
def _disasm_sopk(inst: SOPK) -> str:
|
||||
op, name, cdna = inst.op, inst.op_name.lower(), _is_cdna(inst)
|
||||
is_rdna4 = 'rdna4' in inst.__class__.__module__
|
||||
hw = HWREG
|
||||
def fmt_hwreg(hid, hoff, hsz):
|
||||
if hid not in hw: return f"0x{inst.simm16:x}"
|
||||
hr_name = str(hid) if is_rdna4 else hw[hid]
|
||||
return f"hwreg({hr_name})" if hoff == 0 and hsz == 32 else f"hwreg({hr_name}, {hoff}, {hsz})"
|
||||
if name == 's_setreg_imm32_b32' or (not cdna and op == SOPKOp.S_SETREG_IMM32_B32):
|
||||
hid, hoff, hsz = inst.simm16 & 0x3f, (inst.simm16 >> 6) & 0x1f, ((inst.simm16 >> 11) & 0x1f) + 1
|
||||
return f"{name} {fmt_hwreg(hid, hoff, hsz)}, 0x{inst._literal:x}"
|
||||
if not cdna and op == SOPKOp.S_VERSION: return f"{name} 0x{inst.simm16:x}"
|
||||
if (not cdna and op in (SOPKOp.S_SETREG_B32, SOPKOp.S_GETREG_B32)) or (cdna and name in ('s_setreg_b32', 's_getreg_b32')):
|
||||
hid, hoff, hsz = inst.simm16 & 0x3f, (inst.simm16 >> 6) & 0x1f, ((inst.simm16 >> 11) & 0x1f) + 1
|
||||
hs = fmt_hwreg(hid, hoff, hsz)
|
||||
return f"{name} {hs}, {_fmt_sdst(inst.sdst, 1, cdna)}" if 'setreg' in name else f"{name} {_fmt_sdst(inst.sdst, 1, cdna)}, {hs}"
|
||||
if not cdna and op in (SOPKOp.S_SUBVECTOR_LOOP_BEGIN, SOPKOp.S_SUBVECTOR_LOOP_END):
|
||||
return f"{name} {_fmt_sdst(inst.sdst, 1)}, 0x{inst.simm16:x}"
|
||||
return f"{name} {_fmt_sdst(inst.sdst, inst.dst_regs(), cdna)}, 0x{inst.simm16:x}"
|
||||
|
||||
def _disasm_vinterp(inst: VINTERP) -> str:
|
||||
mods = _mods((inst.waitexp, f"wait_exp:{inst.waitexp}"), (inst.clmp, "clamp"))
|
||||
return f"{inst.op_name.lower()} v{inst.vdst}, {inst.lit(inst.src0, inst.neg & 1)}, {inst.lit(inst.src1, inst.neg & 2)}, {inst.lit(inst.src2, inst.neg & 4)}" + (" " + mods if mods else "")
|
||||
|
||||
EXP_TARGETS = {0: 'mrt0', 1: 'mrt1', 2: 'mrt2', 3: 'mrt3', 4: 'mrt4', 5: 'mrt5', 6: 'mrt6', 7: 'mrt7',
|
||||
8: 'mrtz', 9: 'null', 12: 'pos0', 13: 'pos1', 14: 'pos2', 15: 'pos3', 16: 'pos4',
|
||||
32: 'param0', 33: 'param1', 34: 'param2', 35: 'param3', 36: 'param4', 37: 'param5'}
|
||||
def _disasm_vexport(inst) -> str:
|
||||
tgt = EXP_TARGETS.get(inst.target, f'{inst.target}')
|
||||
srcs = [f'v{getattr(inst, f"vsrc{i}")}' if inst.en & (1 << i) else 'off' for i in range(4)]
|
||||
mods = _mods((inst.done, "done"), (inst.row, "row_en"))
|
||||
return f"export {tgt} {', '.join(srcs)}" + (" " + mods if mods else "")
|
||||
|
||||
def _disasm_vbuffer(inst) -> str:
|
||||
name = inst.op_name.lower().replace('buffer_', 'buffer_').replace('tbuffer_', 'tbuffer_')
|
||||
w = (2 if _has(name, 'xyz', 'xyzw') else 1) if 'd16' in name else \
|
||||
((2 if _has(name, 'b64', 'u64', 'i64') else 1) * (2 if 'cmpswap' in name else 1)) if 'atomic' in name else \
|
||||
{'b32':1,'b64':2,'b96':3,'b128':4,'b16':1,'x':1,'xy':2,'xyz':3,'xyzw':4}.get(name.split('_')[-1], inst.dst_regs())
|
||||
if getattr(inst, 'tfe', 0): w += 1
|
||||
vdata = _vreg(inst.vdata, w) if w else f'v{inst.vdata}'
|
||||
vaddr = _vreg(inst.vaddr, 2) if inst.offen and inst.idxen else (f'v{inst.vaddr}' if inst.offen or inst.idxen else 'off')
|
||||
srsrc = f'ttmp[{inst.rsrc - 108}:{inst.rsrc - 108 + 3}]' if inst.rsrc >= 108 else f's[{inst.rsrc}:{inst.rsrc + 3}]'
|
||||
soff = decode_src(inst.soffset) if inst.soffset >= 106 else f's{inst.soffset}'
|
||||
fmt = getattr(inst, 'format', 0)
|
||||
fmt_names = {e.value: e.name for e in BufFmt}
|
||||
fmt_s = f" format:[{fmt_names[fmt]}]" if fmt > 1 and fmt in fmt_names else (f" format:{fmt}" if fmt > 1 else "")
|
||||
if 'atomic' in name: th_names = {1: 'TH_ATOMIC_RETURN', 6: 'TH_ATOMIC_CASCADE_NT'}
|
||||
elif 'store' in name: th_names = {3: 'TH_STORE_BYPASS', 6: 'TH_STORE_NT_HT'}
|
||||
else: th_names = {3: 'TH_LOAD_BYPASS', 6: 'TH_LOAD_NT_HT'}
|
||||
scope_names = {1: 'SCOPE_SE', 2: 'SCOPE_DEV', 3: 'SCOPE_SYS'}
|
||||
mods = _mods((inst.idxen, "idxen"), (inst.offen, "offen"), (inst.ioffset, f"offset:{inst.ioffset}"),
|
||||
(inst.th in th_names, f"th:{th_names.get(inst.th, '')}"), (inst.scope in scope_names, f"scope:{scope_names.get(inst.scope, '')}"))
|
||||
return f"{name} {vdata}, {vaddr}, {srsrc}, {soff}{fmt_s}" + (" " + mods if mods else "")
|
||||
|
||||
DISASM_HANDLERS: dict[type, callable] = {
|
||||
VOP1: _disasm_vop1, VOP2: _disasm_vop2, VOPC: _disasm_vopc, VOP3: _disasm_vop3, VOP3SD: _disasm_vop3sd, VOPD: _disasm_vopd, VOP3P: _disasm_vop3p,
|
||||
VINTERP: _disasm_vinterp, SOPP: _disasm_sopp, SMEM: _disasm_smem, DS: _disasm_ds, FLAT: _disasm_flat, MUBUF: _disasm_buf, MTBUF: _disasm_buf,
|
||||
MIMG: _disasm_mimg, SOP1: _disasm_sop1, SOP2: _disasm_sop2, SOPC: _disasm_sopc, SOPK: _disasm_sopk,
|
||||
# RDNA4
|
||||
R4_VOP1: _disasm_vop1, R4_VOP2: _disasm_vop2, R4_VOPC: _disasm_vopc, R4_VOP3: _disasm_vop3, R4_VOP3SD: _disasm_vop3sd,
|
||||
R4_VOPD: _disasm_vopd, R4_VOP3P: _disasm_vop3p, R4_VINTERP: _disasm_vinterp, R4_SOPP: _disasm_sopp, R4_SMEM: _disasm_smem,
|
||||
R4_DS: _disasm_ds, R4_SOP1: _disasm_sop1, R4_SOP2: _disasm_sop2, R4_SOPC: _disasm_sopc, R4_SOPK: _disasm_sopk,
|
||||
R4_VEXPORT: _disasm_vexport, R4_VBUFFER: _disasm_vbuffer}
|
||||
|
||||
def disasm(inst: Inst) -> str: return DISASM_HANDLERS[type(inst)](inst)
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# CDNA DISASSEMBLER SUPPORT
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
try:
|
||||
from extra.assembly.amd.autogen.cdna.ins import (VOP1 as CDNA_VOP1, VOP2 as CDNA_VOP2, VOPC as CDNA_VOPC, VOP3A, VOP3B, VOP3P as CDNA_VOP3P,
|
||||
SOP1 as CDNA_SOP1, SOP2 as CDNA_SOP2, SOPC as CDNA_SOPC, SOPK as CDNA_SOPK, SOPP as CDNA_SOPP, SMEM as CDNA_SMEM, DS as CDNA_DS,
|
||||
FLAT as CDNA_FLAT, MUBUF as CDNA_MUBUF, MTBUF as CDNA_MTBUF, SDWA, DPP, VOP1Op as CDNA_VOP1Op, VOP2Op as CDNA_VOP2Op, VOPCOp as CDNA_VOPCOp)
|
||||
|
||||
def _cdna_src(inst, v, neg, abs_=0, n=1):
|
||||
s = inst.lit(v) if v == 255 else _fmt_src(v, n, cdna=True)
|
||||
if abs_: s = f"|{s}|"
|
||||
return f"neg({s})" if neg and v == 255 else (f"-{s}" if neg else s)
|
||||
|
||||
_CDNA_VOP3_ALIASES = {'v_fmac_f64': 'v_mul_legacy_f32', 'v_dot2c_f32_bf16': 'v_mac_f32'}
|
||||
|
||||
def _disasm_vop3a(inst) -> str:
|
||||
op_val = inst._values.get('op', 0)
|
||||
if hasattr(op_val, 'value'): op_val = op_val.value
|
||||
name = inst.op_name.lower() or f'vop3a_op_{op_val}'
|
||||
from extra.assembly.amd.dsl import spec_num_srcs, spec_regs
|
||||
n = spec_num_srcs(name) if name else inst.num_srcs()
|
||||
cl, om = " clamp" if inst.clmp else "", _omod(inst.omod)
|
||||
orig_name = name
|
||||
name = _CDNA_VOP3_ALIASES.get(name, name)
|
||||
if name != orig_name:
|
||||
s0, s1 = _cdna_src(inst, inst.src0, inst.neg&1, inst.abs&1, 1), _cdna_src(inst, inst.src1, inst.neg&2, inst.abs&2, 1)
|
||||
s2 = ""
|
||||
dst = f"v{inst.vdst}"
|
||||
else:
|
||||
dregs, r0, r1, r2 = spec_regs(name) if name else (inst.dst_regs(), inst.src_regs(0), inst.src_regs(1), inst.src_regs(2))
|
||||
s0, s1, s2 = _cdna_src(inst, inst.src0, inst.neg&1, inst.abs&1, r0), _cdna_src(inst, inst.src1, inst.neg&2, inst.abs&2, r1), _cdna_src(inst, inst.src2, inst.neg&4, inst.abs&4, r2)
|
||||
dst = _vreg(inst.vdst, dregs) if dregs > 1 else f"v{inst.vdst}"
|
||||
if op_val >= 512:
|
||||
return f"{name} {dst}, {s0}, {s1}, {s2}{cl}{om}" if n == 3 else f"{name} {dst}, {s0}, {s1}{cl}{om}"
|
||||
if op_val < 256:
|
||||
sdst = _fmt_sdst(inst.vdst, 2, cdna=True)
|
||||
return f"{name}_e64 {sdst}, {s0}, {s1}{cl}"
|
||||
if 320 <= op_val < 512:
|
||||
if name in ('v_nop', 'v_clrexcp'): return f"{name}_e64"
|
||||
return f"{name}_e64 {dst}, {s0}{cl}{om}"
|
||||
if name == 'v_cndmask_b32':
|
||||
s2 = _fmt_src(inst.src2, 2, cdna=True)
|
||||
return f"{name}_e64 {dst}, {s0}, {s1}, {s2}{cl}{om}"
|
||||
if name in ('v_mul_legacy_f32', 'v_mac_f32'):
|
||||
return f"{name}_e64 {dst}, {s0}, {s1}{cl}{om}"
|
||||
suf = "_e64" if op_val < 512 else ""
|
||||
return f"{name}{suf} {dst}, {s0}, {s1}, {s2}{cl}{om}" if n == 3 else f"{name}{suf} {dst}, {s0}, {s1}{cl}{om}"
|
||||
|
||||
def _disasm_vop3b(inst) -> str:
|
||||
op_val = inst._values.get('op', 0)
|
||||
if hasattr(op_val, 'value'): op_val = op_val.value
|
||||
name = inst.op_name.lower() or f'vop3b_op_{op_val}'
|
||||
from extra.assembly.amd.dsl import spec_num_srcs, spec_regs
|
||||
n = spec_num_srcs(name) if name else inst.num_srcs()
|
||||
dregs, r0, r1, r2 = spec_regs(name) if name else (inst.dst_regs(), inst.src_regs(0), inst.src_regs(1), inst.src_regs(2))
|
||||
s0, s1, s2 = _cdna_src(inst, inst.src0, inst.neg&1, n=r0), _cdna_src(inst, inst.src1, inst.neg&2, n=r1), _cdna_src(inst, inst.src2, inst.neg&4, n=r2)
|
||||
dst = _vreg(inst.vdst, dregs) if dregs > 1 else f"v{inst.vdst}"
|
||||
sdst = _fmt_sdst(inst.sdst, 2, cdna=True)
|
||||
cl, om = " clamp" if inst.clmp else "", _omod(inst.omod)
|
||||
if name in ('v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'):
|
||||
s2 = _fmt_src(inst.src2, 2, cdna=True)
|
||||
return f"{name}_e64 {dst}, {sdst}, {s0}, {s1}, {s2}{cl}{om}"
|
||||
suf = "_e64" if 'co_' in name else ""
|
||||
return f"{name}{suf} {dst}, {sdst}, {s0}, {s1}, {s2}{cl}{om}" if n == 3 else f"{name}{suf} {dst}, {sdst}, {s0}, {s1}{cl}{om}"
|
||||
|
||||
def _disasm_cdna_vop3p(inst) -> str:
|
||||
name, n, is_mfma = inst.op_name.lower(), inst.num_srcs(), 'mfma' in inst.op_name.lower() or 'smfmac' in inst.op_name.lower()
|
||||
get_src = lambda v, sc: inst.lit(v) if v == 255 else _fmt_src(v, sc, cdna=True)
|
||||
if is_mfma: sc = 2 if 'iu4' in name else 4 if 'iu8' in name or 'i4' in name else 8 if 'f16' in name or 'bf16' in name else 4; src0, src1, src2, dst = get_src(inst.src0, sc), get_src(inst.src1, sc), get_src(inst.src2, 16), _vreg(inst.vdst, 16)
|
||||
else: src0, src1, src2, dst = get_src(inst.src0, 1), get_src(inst.src1, 1), get_src(inst.src2, 1), f"v{inst.vdst}"
|
||||
opsel_hi = inst.opsel_hi | (inst.opsel_hi2 << 2)
|
||||
mods = ([_fmt_bits("op_sel", inst.opsel, n)] if inst.opsel else []) + ([_fmt_bits("op_sel_hi", opsel_hi, n)] if opsel_hi != (7 if n == 3 else 3) else []) + \
|
||||
([_fmt_bits("neg_lo", inst.neg, n)] if inst.neg else []) + ([_fmt_bits("neg_hi", inst.neg_hi, n)] if inst.neg_hi else []) + (["clamp"] if inst.clmp else [])
|
||||
return f"{name} {dst}, {src0}, {src1}, {src2}{' ' + ' '.join(mods) if mods else ''}" if n == 3 else f"{name} {dst}, {src0}, {src1}{' ' + ' '.join(mods) if mods else ''}"
|
||||
|
||||
_SEL = {0: 'BYTE_0', 1: 'BYTE_1', 2: 'BYTE_2', 3: 'BYTE_3', 4: 'WORD_0', 5: 'WORD_1', 6: 'DWORD'}
|
||||
_UNUSED = {0: 'UNUSED_PAD', 1: 'UNUSED_SEXT', 2: 'UNUSED_PRESERVE'}
|
||||
_DPP = {0x130: "wave_shl:1", 0x134: "wave_rol:1", 0x138: "wave_shr:1", 0x13c: "wave_ror:1", 0x140: "row_mirror", 0x141: "row_half_mirror", 0x142: "row_bcast:15", 0x143: "row_bcast:31"}
|
||||
|
||||
def _sdwa_src0(v, is_sgpr, sext=0, neg=0, abs_=0):
|
||||
s = decode_src(v, cdna=True) if is_sgpr else f"v{v}"
|
||||
if sext: s = f"sext({s})"
|
||||
if abs_: s = f"|{s}|"
|
||||
return f"-{s}" if neg else s
|
||||
|
||||
def _sdwa_vsrc1(v, sext=0, neg=0, abs_=0):
|
||||
s = f"v{v}"
|
||||
if sext: s = f"sext({s})"
|
||||
if abs_: s = f"|{s}|"
|
||||
return f"-{s}" if neg else s
|
||||
|
||||
_OMOD_SDWA = {0: "", 1: " mul:2", 2: " mul:4", 3: " div:2"}
|
||||
|
||||
def _disasm_sdwa(inst) -> str:
|
||||
vop2_op = inst.vop2_op
|
||||
src0 = _sdwa_src0(inst.src0, inst.s0, inst.src0_sext, inst.src0_neg, inst.src0_abs)
|
||||
clamp = " clamp" if inst.clmp else ""
|
||||
omod = _OMOD_SDWA.get(inst.omod, "")
|
||||
if vop2_op == 63:
|
||||
try: name = CDNA_VOP1Op(inst.vop_op).name.lower()
|
||||
except ValueError: name = f"vop1_op_{inst.vop_op}"
|
||||
dst = f"v{inst.vdst}"
|
||||
mods = [f"dst_sel:{_SEL[inst.dst_sel]}", f"dst_unused:{_UNUSED[inst.dst_u]}", f"src0_sel:{_SEL[inst.src0_sel]}"]
|
||||
return f"{name}_sdwa {dst}, {src0}{clamp}{omod} " + " ".join(mods)
|
||||
elif vop2_op == 62:
|
||||
try: name = CDNA_VOPCOp(inst.vdst).name.lower()
|
||||
except ValueError: name = f"vopc_op_{inst.vdst}"
|
||||
src1 = _sdwa_vsrc1(inst.vop_op, inst.src1_sext, inst.src1_neg, inst.src1_abs)
|
||||
sdst_enc = inst.dst_sel | (inst.dst_u << 3) | (inst.clmp << 5) | (inst.omod << 6)
|
||||
if sdst_enc == 0: sdst = "vcc"
|
||||
else:
|
||||
sdst_val = sdst_enc - 128 if sdst_enc >= 128 else sdst_enc
|
||||
sdst = _fmt_sdst(sdst_val, 2, cdna=True)
|
||||
mods = [f"src0_sel:{_SEL[inst.src0_sel]}", f"src1_sel:{_SEL[inst.src1_sel]}"]
|
||||
return f"{name}_sdwa {sdst}, {src0}, {src1} " + " ".join(mods)
|
||||
else:
|
||||
try: name = CDNA_VOP2Op(vop2_op).name.lower()
|
||||
except ValueError: name = f"vop2_op_{vop2_op}"
|
||||
name = _CDNA_DISASM_ALIASES.get(name, name)
|
||||
dst = f"v{inst.vdst}"
|
||||
src1 = _sdwa_vsrc1(inst.vop_op, inst.src1_sext, inst.src1_neg, inst.src1_abs)
|
||||
mods = [f"dst_sel:{_SEL[inst.dst_sel]}", f"dst_unused:{_UNUSED[inst.dst_u]}", f"src0_sel:{_SEL[inst.src0_sel]}", f"src1_sel:{_SEL[inst.src1_sel]}"]
|
||||
if name == 'v_cndmask_b32':
|
||||
return f"{name}_sdwa {dst}, {src0}, {src1}, vcc{clamp}{omod} " + " ".join(mods)
|
||||
if name in ('v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'):
|
||||
return f"{name}_sdwa {dst}, vcc, {src0}, {src1}, vcc{clamp}{omod} " + " ".join(mods)
|
||||
if '_co_' in name:
|
||||
return f"{name}_sdwa {dst}, vcc, {src0}, {src1}{clamp}{omod} " + " ".join(mods)
|
||||
return f"{name}_sdwa {dst}, {src0}, {src1}{clamp}{omod} " + " ".join(mods)
|
||||
|
||||
def _dpp_src(v, neg=0, abs_=0):
|
||||
s = f"v{v}" if v < 256 else f"v{v - 256}"
|
||||
if abs_: s = f"|{s}|"
|
||||
return f"-{s}" if neg else s
|
||||
|
||||
def _disasm_dpp(inst) -> str:
|
||||
vop2_op = inst.vop2_op
|
||||
ctrl = inst.dpp_ctrl
|
||||
dpp = f"quad_perm:[{ctrl&3},{(ctrl>>2)&3},{(ctrl>>4)&3},{(ctrl>>6)&3}]" if ctrl < 0x100 else f"row_shl:{ctrl&0xf}" if ctrl < 0x110 else f"row_shr:{ctrl&0xf}" if ctrl < 0x120 else f"row_ror:{ctrl&0xf}" if ctrl < 0x130 else _DPP.get(ctrl, f"dpp_ctrl:0x{ctrl:x}")
|
||||
src0 = _dpp_src(inst.src0, inst.src0_neg, inst.src0_abs)
|
||||
mods = [dpp, f"row_mask:0x{inst.row_mask:x}", f"bank_mask:0x{inst.bank_mask:x}"] + (["bound_ctrl:0"] if inst.bound_ctrl else [])
|
||||
if vop2_op == 63:
|
||||
try: name = CDNA_VOP1Op(inst.vop_op).name.lower()
|
||||
except ValueError: name = f"vop1_op_{inst.vop_op}"
|
||||
return f"{name}_dpp v{inst.vdst}, {src0} " + " ".join(mods)
|
||||
else:
|
||||
try: name = CDNA_VOP2Op(vop2_op).name.lower()
|
||||
except ValueError: name = f"vop2_op_{vop2_op}"
|
||||
name = _CDNA_DISASM_ALIASES.get(name, name)
|
||||
src1 = _dpp_src(inst.vop_op, inst.src1_neg, inst.src1_abs)
|
||||
if name == 'v_cndmask_b32':
|
||||
return f"{name}_dpp v{inst.vdst}, {src0}, {src1}, vcc " + " ".join(mods)
|
||||
if name in ('v_addc_co_u32', 'v_subb_co_u32', 'v_subbrev_co_u32'):
|
||||
return f"{name}_dpp v{inst.vdst}, vcc, {src0}, {src1}, vcc " + " ".join(mods)
|
||||
if '_co_' in name:
|
||||
return f"{name}_dpp v{inst.vdst}, vcc, {src0}, {src1} " + " ".join(mods)
|
||||
return f"{name}_dpp v{inst.vdst}, {src0}, {src1} " + " ".join(mods)
|
||||
|
||||
DISASM_HANDLERS.update({CDNA_VOP1: _disasm_vop1, CDNA_VOP2: _disasm_vop2, CDNA_VOPC: _disasm_vopc,
|
||||
CDNA_SOP1: _disasm_sop1, CDNA_SOP2: _disasm_sop2, CDNA_SOPC: _disasm_sopc, CDNA_SOPK: _disasm_sopk, CDNA_SOPP: _disasm_sopp,
|
||||
CDNA_SMEM: _disasm_smem, CDNA_DS: _disasm_ds, CDNA_FLAT: _disasm_flat, CDNA_MUBUF: _disasm_buf, CDNA_MTBUF: _disasm_buf,
|
||||
VOP3A: _disasm_vop3a, VOP3B: _disasm_vop3b, CDNA_VOP3P: _disasm_cdna_vop3p, SDWA: _disasm_sdwa, DPP: _disasm_dpp})
|
||||
except ImportError:
|
||||
pass
|
||||
@@ -1,7 +1,7 @@
|
||||
# library for RDNA3 assembly DSL
|
||||
# mypy: ignore-errors
|
||||
from __future__ import annotations
|
||||
import struct, math, re
|
||||
import re, struct
|
||||
from enum import IntEnum
|
||||
from functools import cache
|
||||
from typing import overload, Annotated, TypeVar, Generic
|
||||
@@ -25,40 +25,12 @@ POS_HALF, NEG_HALF, POS_ONE, NEG_ONE, POS_TWO, NEG_TWO = SrcEnum.POS_HALF, SrcEn
|
||||
POS_FOUR, NEG_FOUR, INV_2PI, VCCZ, EXECZ, SCC, LDS_DIRECT = SrcEnum.POS_FOUR, SrcEnum.NEG_FOUR, SrcEnum.INV_2PI, SrcEnum.VCCZ, SrcEnum.EXECZ, SrcEnum.SCC, SrcEnum.LDS_DIRECT
|
||||
OFF = NULL
|
||||
|
||||
# Common masks and bit conversion functions
|
||||
# Common masks
|
||||
MASK32, MASK64, MASK128 = 0xffffffff, 0xffffffffffffffff, (1 << 128) - 1
|
||||
_struct_f, _struct_I = struct.Struct("<f"), struct.Struct("<I")
|
||||
_struct_e, _struct_H = struct.Struct("<e"), struct.Struct("<H")
|
||||
_struct_d, _struct_Q = struct.Struct("<d"), struct.Struct("<Q")
|
||||
def _f32(i):
|
||||
i = i & MASK32
|
||||
# RDNA3 default mode: flush f32 denormals to zero (FTZ)
|
||||
# Denormal: exponent=0 (bits 23-30) and mantissa!=0 (bits 0-22)
|
||||
if (i & 0x7f800000) == 0 and (i & 0x007fffff) != 0: return 0.0
|
||||
return _struct_f.unpack(_struct_I.pack(i))[0]
|
||||
def _i32(f):
|
||||
if isinstance(f, int): f = float(f)
|
||||
if math.isnan(f): return 0xffc00000 if math.copysign(1.0, f) < 0 else 0x7fc00000
|
||||
if math.isinf(f): return 0x7f800000 if f > 0 else 0xff800000
|
||||
try:
|
||||
bits = _struct_I.unpack(_struct_f.pack(f))[0]
|
||||
# RDNA3 default mode: flush f32 denormals to zero (FTZ)
|
||||
if (bits & 0x7f800000) == 0 and (bits & 0x007fffff) != 0: return 0x80000000 if bits & 0x80000000 else 0
|
||||
return bits
|
||||
except (OverflowError, struct.error): return 0x7f800000 if f > 0 else 0xff800000
|
||||
def _sext(v, b): return v - (1 << b) if v & (1 << (b - 1)) else v
|
||||
def _f16(i): return _struct_e.unpack(_struct_H.pack(i & 0xffff))[0]
|
||||
def _i16(f):
|
||||
if math.isnan(f): return 0x7e00
|
||||
if math.isinf(f): return 0x7c00 if f > 0 else 0xfc00
|
||||
try: return _struct_H.unpack(_struct_e.pack(f))[0]
|
||||
except (OverflowError, struct.error): return 0x7c00 if f > 0 else 0xfc00
|
||||
def _f64(i): return _struct_d.unpack(_struct_Q.pack(i & MASK64))[0]
|
||||
def _i64(f):
|
||||
if math.isnan(f): return 0x7ff8000000000000
|
||||
if math.isinf(f): return 0x7ff0000000000000 if f > 0 else 0xfff0000000000000
|
||||
try: return _struct_Q.unpack(_struct_d.pack(f))[0]
|
||||
except (OverflowError, struct.error): return 0x7ff0000000000000 if f > 0 else 0xfff0000000000000
|
||||
|
||||
# Float/int bit conversion (simple versions for literal encoding)
|
||||
def _i32(f: float) -> int: return struct.unpack("<I", struct.pack("<f", f))[0]
|
||||
def _i64(f: float) -> int: return struct.unpack("<Q", struct.pack("<d", f))[0]
|
||||
|
||||
# Instruction spec - register counts and dtypes derived from instruction names
|
||||
_REGS = {'B32': 1, 'B64': 2, 'B96': 3, 'B128': 4, 'B256': 8, 'B512': 16,
|
||||
|
||||
+6
-293
@@ -2,12 +2,13 @@
|
||||
# mypy: ignore-errors
|
||||
from __future__ import annotations
|
||||
import ctypes, functools
|
||||
from tinygrad.helpers import DEBUG, colored, ansilen
|
||||
from tinygrad.runtime.autogen import hsa
|
||||
from extra.assembly.amd.dsl import Inst, unwrap, FLOAT_ENC, MASK32, MASK64, _f32, _i32, _sext, _f16, _i16, _f64, _i64, SrcEnum
|
||||
from extra.assembly.amd.pcode import Reg, compile_pseudocode
|
||||
from extra.assembly.amd.asm import detect_format, disasm
|
||||
from extra.assembly.amd.dsl import Inst, unwrap, FLOAT_ENC, MASK32, MASK64
|
||||
from extra.assembly.amd.pcode import _f32, _i32, _sext, _f16, _i16, _f64, _i64
|
||||
from extra.assembly.amd.decode import decode_inst
|
||||
from extra.assembly.amd.pcode import compile_pseudocode
|
||||
from extra.assembly.amd.autogen.rdna3.str_pcode import PSEUDOCODE_STRINGS
|
||||
from extra.assembly.amd.dsl import SrcEnum
|
||||
from extra.assembly.amd.autogen.rdna3.ins import (SOP1, SOP2, SOPC, SOPK, SOPP, SMEM, VOP1, VOP2, VOP3, VOP3SD, VOP3P, VOPC, DS, FLAT, VOPD,
|
||||
SOP1Op, SOP2Op, SOPCOp, SOPKOp, SOPPOp, SMEMOp, VOP1Op, VOP2Op, VOP3Op, VOP3SDOp, VOP3POp, VOPCOp, DSOp, FLATOp, GLOBALOp, SCRATCHOp, VOPDOp)
|
||||
|
||||
@@ -329,294 +330,6 @@ def exec_wmma(st: WaveState, inst, op: VOP3POp) -> None:
|
||||
else:
|
||||
for i in range(256): st.vgpr[i % 32][vdst + i//32] = _i32(mat_d[i])
|
||||
|
||||
# SQTT TRACING
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
WAVESTART_TO_INST_CYCLES = 32
|
||||
SNOP_EXTRA_DELAY_MIN, SNOP_EXTRA_DELAY_MAX = 11, 22 # s_nop(11-22) has +4 penalty
|
||||
SNOP_EXTRA_DELAY_CYCLES = 4
|
||||
|
||||
from extra.assembly.amd.sqtt import WAVESTART, WAVEEND, IMMEDIATE, VALUINST, ALUEXEC, AluSrc
|
||||
|
||||
def _get_src_vgprs(inst: Inst) -> list[int]:
|
||||
if isinstance(inst, VOP1): return [inst.src0 - 256] if inst.src0 >= 256 else []
|
||||
if isinstance(inst, VOP2): return ([inst.src0 - 256] if inst.src0 >= 256 else []) + [inst.vsrc1]
|
||||
if isinstance(inst, VOP3): return [s - 256 for s in [inst.src0, inst.src1, getattr(inst, 'src2', None)] if s is not None and s >= 256]
|
||||
return []
|
||||
|
||||
class SQTTState:
|
||||
"""SQTT tracing with cycle-accurate RDNA3 VALU pipeline model.
|
||||
|
||||
NOTE: This is a hardware-plausible model derived from observed SQTT timing patterns.
|
||||
The model should be verified by tests against real hardware traces, not by fitting
|
||||
formulas to expected outputs. If tests fail, the model needs to be understood and
|
||||
fixed, not hacked with magic constants.
|
||||
|
||||
Physical model:
|
||||
- alu[4]: 4-stage ALU pipeline, each slot holds dest_vgpr or None
|
||||
- in_flight: up to 12 in-flight instructions (issued but not yet completed)
|
||||
- issue_queue: instructions waiting to enter ALU (sources not ready)
|
||||
- fwd_slots: 4 forwarding slots, reserved at issue, freed when consumer forwards
|
||||
- completed: vgprs with results ready (exited ALU)
|
||||
|
||||
Forwarding model (4 slots):
|
||||
- Slot reserved at ISSUE time if available (len(fwd_slots) < 4)
|
||||
- Slot freed when a consumer uses the result for forwarding
|
||||
- Consumer can forward if: has a slot AND producer is completed
|
||||
- If no slot at issue, instruction uses regfile path (+4 cycle penalty)
|
||||
"""
|
||||
def __init__(self, wave_id: int = 0, simd: int = 0, cu: int = 0):
|
||||
self.wave_id, self.simd, self.cu = wave_id, simd, cu
|
||||
self.cycle = 0
|
||||
self.packets = []
|
||||
|
||||
# 4-stage ALU pipeline: each slot holds dest_vgpr or None
|
||||
self.alu = [None, None, None, None]
|
||||
|
||||
# In-flight instructions: max 12 at a time, each is (dest_vgpr, srcs, has_fwd_slot)
|
||||
self.in_flight: list[tuple[int, list[int], bool]] = []
|
||||
|
||||
# Issue queue: list of (dest_vgpr, srcs, ready_at, has_fwd_slot, was_warm) waiting for deps
|
||||
# ready_at: cycle when this instruction can enter ALU (0 = no restriction)
|
||||
# has_fwd_slot: True if this instruction reserved a forwarding slot at issue time
|
||||
# was_warm: True if forwarding path was warm when this instruction was issued
|
||||
self.issue_queue: list[tuple[int, list[int], int, bool, bool]] = []
|
||||
|
||||
# 4 forwarding slots: consumer adds producer at issue, freed when consumer forwards
|
||||
self.fwd_slots: list[int] = [] # producer vgprs reserved for forwarding
|
||||
|
||||
# VGPRs that had a dependent try to add them to fwd_slots (successful or not)
|
||||
self.had_dependent: set[int] = set()
|
||||
|
||||
# VGPRs that were issued after forwarding chain broke (can't forward)
|
||||
self.fwd_chain_broken: set[int] = set()
|
||||
|
||||
# Set of completed vgprs (results ready, exited ALU)
|
||||
self.completed: set[int] = set()
|
||||
|
||||
# Cold start: first forwarding use has +1 cycle penalty
|
||||
self.forward_warm = False
|
||||
self.cold_used = False # True if cold start penalty was applied
|
||||
|
||||
def emit(self, pkt_class, **kwargs):
|
||||
self.packets.append(pkt_class(_time=self.cycle, **kwargs))
|
||||
|
||||
def _fmt_alu(self) -> str:
|
||||
# Fixed width: each slot 3 chars, total ALU[xxx,xxx,xxx,xxx] = 20 chars
|
||||
slots = [f'v{v}' if v is not None else '-' for v in self.alu]
|
||||
return 'ALU[' + ','.join(f'{s:>3}' for s in slots) + ']'
|
||||
|
||||
def _fmt_fwd(self) -> str:
|
||||
items = [f'v{v}' for v in self.fwd_slots]
|
||||
content = 'FWD[' + ','.join(items) + ']' if items else 'FWD[]'
|
||||
padded = f'{content:<24}'
|
||||
return colored(padded, 'yellow') if items else padded
|
||||
|
||||
def _fmt_iq(self) -> str:
|
||||
def fmt_item(d, r, fwd):
|
||||
s = f'v{d}'
|
||||
if r != 0: s += f'@{abs(r)}'
|
||||
if not fwd: s += 'R'
|
||||
return s
|
||||
items = [fmt_item(d, r, fwd) for d, _, r, fwd, _ in self.issue_queue]
|
||||
return 'IQ[' + ','.join(items) + ']' if items else 'IQ[]'
|
||||
|
||||
def _debug_line(self, events: list[str] | None = None):
|
||||
if DEBUG < 3: return
|
||||
# Skip empty cycles (nothing in ALU, no events, no IQ)
|
||||
has_alu = any(s is not None for s in self.alu)
|
||||
if not has_alu and not events and not self.issue_queue: return
|
||||
cycle = colored(f'C{self.cycle:>3}:', 'cyan')
|
||||
alu = self._fmt_alu()
|
||||
fwd = self._fmt_fwd()
|
||||
iq = f'{self._fmt_iq():<28}'
|
||||
ev_str = ' '.join(events) if events else ''
|
||||
ev_padded = f'{ev_str:<20}' if ev_str else ' ' * 20
|
||||
print(f"{cycle} {alu} {fwd} {iq} {ev_padded}")
|
||||
|
||||
def _can_issue(self) -> bool:
|
||||
return len(self.in_flight) < 12
|
||||
|
||||
def _has_pending_write(self, vgpr: int) -> bool:
|
||||
"""Check if there's a pending write to this VGPR (in ALU, in-flight, or issue queue)."""
|
||||
if any(slot == vgpr for slot in self.alu if slot is not None): return True
|
||||
if any(d == vgpr for d, _, _ in self.in_flight): return True
|
||||
if any(d == vgpr for d, _, _, _, _ in self.issue_queue): return True
|
||||
return False
|
||||
|
||||
def _all_srcs_ready(self, srcs: list[int]) -> bool:
|
||||
"""Returns True if all sources are ready (completed or no pending write)."""
|
||||
for src in srcs:
|
||||
if src in self.completed: continue
|
||||
if not self._has_pending_write(src): continue # initial value
|
||||
return False
|
||||
return True
|
||||
|
||||
def tick(self):
|
||||
self.cycle += 1
|
||||
if self.cycle > 10000: raise RuntimeError("cycle limit exceeded")
|
||||
events = []
|
||||
|
||||
# 1. ALU[3] exits - capture but don't add to completed yet
|
||||
exiting = self.alu[3]
|
||||
if exiting is not None:
|
||||
self.emit(ALUEXEC, src=AluSrc.VALU)
|
||||
events.append(colored(f"EXEC v{exiting}", 'red'))
|
||||
|
||||
# 2. Slide ALU pipeline
|
||||
self.alu[3] = self.alu[2]
|
||||
self.alu[2] = self.alu[1]
|
||||
self.alu[1] = self.alu[0]
|
||||
self.alu[0] = None
|
||||
|
||||
# 3. Try to promote from issue_queue to ALU[0] (before adding exiting to completed)
|
||||
if self.alu[0] is None and self.issue_queue:
|
||||
for i, (dest, srcs, ready_at, has_fwd_slot, was_warm) in enumerate(self.issue_queue):
|
||||
# Check if instruction has a minimum ready cycle
|
||||
if ready_at > 0 and self.cycle < ready_at:
|
||||
continue
|
||||
# Check if sources are ready
|
||||
ready = self._all_srcs_ready(srcs)
|
||||
has_deps = len(srcs) > 0
|
||||
if not ready:
|
||||
continue
|
||||
# Cold start penalty: first dependent instruction has +1 cycle delay (delta=6 vs delta=5)
|
||||
# Only applies if forwarding path wasn't warm when this instruction was issued
|
||||
if has_deps and not was_warm and not self.cold_used:
|
||||
self.cold_used = True
|
||||
self.issue_queue[i] = (dest, srcs, self.cycle + 1, has_fwd_slot, was_warm)
|
||||
continue
|
||||
# Forwarding: consumer can forward if:
|
||||
# 1. Not in fwd_chain_broken (chain must be intact), AND
|
||||
# 2. Producer has a slot (source is in fwd_slots), AND
|
||||
# 3. Either activated by dependent OR successfully added producer at issue
|
||||
# Note: if issued cold with no slot, activation only counts if the activator also has a dependent
|
||||
chain_intact = dest not in self.fwd_chain_broken
|
||||
producer_has_slot = has_deps and any(src in self.fwd_slots for src in srcs)
|
||||
# Check activation validity
|
||||
if dest in self.had_dependent:
|
||||
if was_warm or has_fwd_slot:
|
||||
activated_by_dependent = True
|
||||
else:
|
||||
# Cold + no slot: activation only counts if activator itself has a dependent
|
||||
# This handles the chain_6 vs chain_7 difference (chain_7 has v6 which activates v5)
|
||||
activated_by_dependent = (dest + 1) in self.had_dependent # activator is dest+1 in a chain
|
||||
else:
|
||||
activated_by_dependent = False
|
||||
can_forward = chain_intact and producer_has_slot and (activated_by_dependent or has_fwd_slot)
|
||||
# Regfile path: has dependencies but can't forward
|
||||
must_use_regfile = has_deps and not can_forward
|
||||
# Regfile penalty: add +4 cycles latency (only apply once)
|
||||
if must_use_regfile and ready_at == 0:
|
||||
self.issue_queue[i] = (dest, srcs, self.cycle + 4, has_fwd_slot, was_warm)
|
||||
continue
|
||||
# Enter ALU
|
||||
self.alu[0] = dest
|
||||
self.issue_queue.pop(i)
|
||||
# Free producer's forwarding slot when consumer dispatches (regardless of fwd/rf)
|
||||
for src in srcs:
|
||||
if src in self.fwd_slots:
|
||||
self.fwd_slots.remove(src)
|
||||
break
|
||||
events.append(colored(f"v{dest}->ALU" + ("(fwd)" if can_forward else "(rf)" if must_use_regfile else ""), 'green'))
|
||||
break
|
||||
|
||||
# 4. Now add exiting instruction to completed (after promotion decision)
|
||||
if exiting is not None:
|
||||
self.completed.add(exiting)
|
||||
# Remove from in_flight - any VALU completing warms up the forward path
|
||||
for idx, (d, _, _) in enumerate(self.in_flight):
|
||||
if d == exiting:
|
||||
self.forward_warm = True
|
||||
self.in_flight.pop(idx)
|
||||
break
|
||||
|
||||
self._debug_line(events)
|
||||
|
||||
def _pipeline_empty(self) -> bool:
|
||||
if any(s is not None for s in self.alu): return False
|
||||
if self.issue_queue: return False
|
||||
if self.in_flight: return False
|
||||
return True
|
||||
|
||||
def process_instruction(self, inst: Inst):
|
||||
if isinstance(inst, SOPP) and inst.op == SOPPOp.S_DELAY_ALU:
|
||||
# TODO: implement s_delay_alu properly
|
||||
return
|
||||
|
||||
elif isinstance(inst, SOPP) and inst.op == SOPPOp.S_NOP:
|
||||
# s_nop(N) delays N+1 cycles, plus extra penalty for s_nop(11-22)
|
||||
cycles = inst.simm16 + 1
|
||||
if SNOP_EXTRA_DELAY_MIN <= inst.simm16 <= SNOP_EXTRA_DELAY_MAX:
|
||||
cycles += SNOP_EXTRA_DELAY_CYCLES
|
||||
if DEBUG >= 3:
|
||||
cycle = colored(f'C{self.cycle:>3}:', 'cyan')
|
||||
# 20 (ALU) + 1 + 24 (FWD) + 1 + 28 (IQ) + 1 + 20 (events) = 95 padding after cycle
|
||||
print(f"{cycle} {' ' * 95} {disasm(inst)}")
|
||||
for _ in range(cycles): self.tick()
|
||||
self.emit(IMMEDIATE, wave=self.wave_id)
|
||||
|
||||
elif isinstance(inst, SOPP) and inst.op == SOPPOp.S_ENDPGM:
|
||||
# Drain pipeline before ending
|
||||
while not self._pipeline_empty(): self.tick()
|
||||
self.emit(WAVEEND, wave=self.wave_id, simd=self.simd, cu_lo=self.cu & 0x7, flag7=self.cu >> 3)
|
||||
|
||||
elif isinstance(inst, (VOP1, VOP2, VOP3)):
|
||||
# Check for issue stall (no free in-flight slots)
|
||||
while not self._can_issue():
|
||||
self.tick()
|
||||
|
||||
# Issue: add to in_flight and issue_queue
|
||||
srcs = _get_src_vgprs(inst)
|
||||
dest = inst.vdst
|
||||
# Clear stale state for this dest (WAW hazard)
|
||||
self.completed.discard(dest)
|
||||
if dest in self.fwd_slots: self.fwd_slots.remove(dest)
|
||||
|
||||
# Consumer adds producer to fwd_slots (if room and has dependency)
|
||||
# If producer is in fwd_chain_broken, or we can't add, the chain breaks for this instruction too
|
||||
has_fwd_slot = False
|
||||
if srcs:
|
||||
producer = srcs[0]
|
||||
self.had_dependent.add(producer) # record that producer has a dependent
|
||||
# Check if producer's forwarding chain is already broken
|
||||
if producer in self.fwd_chain_broken:
|
||||
# Chain is broken, this instruction also can't forward
|
||||
self.fwd_chain_broken.add(dest)
|
||||
elif len(self.fwd_slots) >= 4:
|
||||
# Can't add producer, chain breaks
|
||||
self.fwd_chain_broken.add(dest)
|
||||
else:
|
||||
# Can add producer
|
||||
if producer not in self.fwd_slots:
|
||||
self.fwd_slots.append(producer)
|
||||
has_fwd_slot = len(self.fwd_slots) < 4
|
||||
|
||||
# Record if forwarding path was warm at issue time
|
||||
was_warm = self.forward_warm
|
||||
|
||||
self.in_flight.append((dest, srcs, has_fwd_slot))
|
||||
self.issue_queue.append((dest, srcs, 0, has_fwd_slot, was_warm))
|
||||
self.emit(VALUINST, wave=self.wave_id)
|
||||
|
||||
if DEBUG >= 3:
|
||||
cycle = colored(f'C{self.cycle:>3}:', 'cyan')
|
||||
slot_info = "" if has_fwd_slot else colored(" NO_SLOT", 'red')
|
||||
issue = colored(f'ISSUE v{dest}', 'magenta') + slot_info
|
||||
padding = 95 - ansilen(issue)
|
||||
print(f"{cycle} {issue}{' ' * padding} {disasm(inst)}")
|
||||
|
||||
# One cycle per instruction issued, then try to enter ALU
|
||||
self.tick()
|
||||
return
|
||||
|
||||
# One cycle per instruction issued (for non-VALU)
|
||||
self.tick()
|
||||
|
||||
def emit_wavestart(self):
|
||||
self.emit(WAVESTART, wave=self.wave_id, simd=self.simd, cu_lo=self.cu & 0x7, flag7=self.cu >> 3)
|
||||
for _ in range(WAVESTART_TO_INST_CYCLES): self.tick()
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# PROGRAM DECODE
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
@@ -650,7 +363,7 @@ def decode_program(data: bytes) -> dict[int, Inst]:
|
||||
result: dict[int, Inst] = {}
|
||||
i = 0
|
||||
while i < len(data):
|
||||
inst = detect_format(data[i:]).from_bytes(data[i:])
|
||||
inst = decode_inst(data[i:])
|
||||
inst._words = inst.size() // 4
|
||||
|
||||
# Determine dispatch function and pcode function
|
||||
|
||||
@@ -1,6 +1,40 @@
|
||||
# DSL for RDNA3 pseudocode - makes pseudocode expressions work directly as Python
|
||||
import struct, math, re, functools
|
||||
from extra.assembly.amd.dsl import MASK32, MASK64, _f32, _i32, _sext, _f16, _i16, _f64, _i64
|
||||
from extra.assembly.amd.dsl import MASK32, MASK64
|
||||
|
||||
# Float/int bit conversion functions
|
||||
_struct_f, _struct_I = struct.Struct("<f"), struct.Struct("<I")
|
||||
_struct_e, _struct_H = struct.Struct("<e"), struct.Struct("<H")
|
||||
_struct_d, _struct_Q = struct.Struct("<d"), struct.Struct("<Q")
|
||||
def _f32(i):
|
||||
i = i & MASK32
|
||||
# RDNA3 default mode: flush f32 denormals to zero (FTZ)
|
||||
# Denormal: exponent=0 (bits 23-30) and mantissa!=0 (bits 0-22)
|
||||
if (i & 0x7f800000) == 0 and (i & 0x007fffff) != 0: return 0.0
|
||||
return _struct_f.unpack(_struct_I.pack(i))[0]
|
||||
def _i32(f):
|
||||
if isinstance(f, int): f = float(f)
|
||||
if math.isnan(f): return 0xffc00000 if math.copysign(1.0, f) < 0 else 0x7fc00000
|
||||
if math.isinf(f): return 0x7f800000 if f > 0 else 0xff800000
|
||||
try:
|
||||
bits = _struct_I.unpack(_struct_f.pack(f))[0]
|
||||
# RDNA3 default mode: flush f32 denormals to zero (FTZ)
|
||||
if (bits & 0x7f800000) == 0 and (bits & 0x007fffff) != 0: return 0x80000000 if bits & 0x80000000 else 0
|
||||
return bits
|
||||
except (OverflowError, struct.error): return 0x7f800000 if f > 0 else 0xff800000
|
||||
def _sext(v, b): return v - (1 << b) if v & (1 << (b - 1)) else v
|
||||
def _f16(i): return _struct_e.unpack(_struct_H.pack(i & 0xffff))[0]
|
||||
def _i16(f):
|
||||
if math.isnan(f): return 0x7e00
|
||||
if math.isinf(f): return 0x7c00 if f > 0 else 0xfc00
|
||||
try: return _struct_H.unpack(_struct_e.pack(f))[0]
|
||||
except (OverflowError, struct.error): return 0x7c00 if f > 0 else 0xfc00
|
||||
def _f64(i): return _struct_d.unpack(_struct_Q.pack(i & MASK64))[0]
|
||||
def _i64(f):
|
||||
if math.isnan(f): return 0x7ff8000000000000
|
||||
if math.isinf(f): return 0x7ff0000000000000 if f > 0 else 0xfff0000000000000
|
||||
try: return _struct_Q.unpack(_struct_d.pack(f))[0]
|
||||
except (OverflowError, struct.error): return 0x7ff0000000000000 if f > 0 else 0xfff0000000000000
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# INTERNAL HELPERS
|
||||
|
||||
@@ -119,24 +119,6 @@ class PacketType:
|
||||
cls._extract_info = [(name, bf.lo, bf.mask(), cls._field_types.get(name)) for name, bf in cls._fields.items()]
|
||||
cls._size_nibbles = ((max((f.hi for f in cls._fields.values()), default=0) + 4) // 4)
|
||||
|
||||
def __init__(self, _time: int = 0, **kwargs):
|
||||
"""Construct packet from named fields (like assembly instructions)."""
|
||||
raw = 0
|
||||
if self._encoding:
|
||||
bf, pattern = self._encoding
|
||||
raw |= pattern << bf.lo
|
||||
for name, bf in self._fields.items():
|
||||
val = kwargs.get(name, 0)
|
||||
if isinstance(val, IntEnum): val = val.value
|
||||
raw |= (val & bf.mask()) << bf.lo
|
||||
self._raw, self._time, self._values = raw, _time, {}
|
||||
for name, lo, mask, enum_type in self._extract_info:
|
||||
val = (raw >> lo) & mask
|
||||
if enum_type is not None:
|
||||
try: val = enum_type(val)
|
||||
except ValueError: pass
|
||||
self._values[name] = val
|
||||
|
||||
@classmethod
|
||||
def from_raw(cls, raw: int, time: int = 0):
|
||||
inst = object.__new__(cls)
|
||||
@@ -323,8 +305,6 @@ PACKET_TYPES: list[type[PacketType]] = [
|
||||
NOP,
|
||||
]
|
||||
|
||||
PACKET_BY_NAME: dict[str, type[PacketType]] = {cls.__name__: cls for cls in PACKET_TYPES}
|
||||
|
||||
def _build_state_table() -> tuple[bytes, dict[int, type[PacketType]]]:
|
||||
table = [len(PACKET_TYPES) - 1] * 256 # default to NOP
|
||||
opcode_to_class: dict[int, type[PacketType]] = {i: cls for i, cls in enumerate(PACKET_TYPES)}
|
||||
@@ -341,11 +321,6 @@ def _build_state_table() -> tuple[bytes, dict[int, type[PacketType]]]:
|
||||
|
||||
STATE_TO_OPCODE, OPCODE_TO_CLASS = _build_state_table()
|
||||
|
||||
OPCODE_TO_BYTES: dict[int, list[int]] = {}
|
||||
for _byte_val, _opcode in enumerate(STATE_TO_OPCODE):
|
||||
if _opcode not in OPCODE_TO_BYTES: OPCODE_TO_BYTES[_opcode] = []
|
||||
OPCODE_TO_BYTES[_opcode].append(_byte_val)
|
||||
|
||||
# Precompute special case opcodes
|
||||
_TS_DELTA_OR_MARK_OPCODE = next(op for op, cls in OPCODE_TO_CLASS.items() if cls is TS_DELTA_OR_MARK)
|
||||
_TS_DELTA_SHORT_OPCODE = next(op for op, cls in OPCODE_TO_CLASS.items() if cls is TS_DELTA_SHORT)
|
||||
@@ -404,47 +379,3 @@ def decode(data: bytes) -> list[PacketType]:
|
||||
packets_append(pkt_cls.from_raw(reg, time))
|
||||
|
||||
return packets
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# ENCODER
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def encode(packets: list[PacketType]) -> bytes:
|
||||
"""Encode a list of packet instances into raw SQTT blob."""
|
||||
if not packets: return b''
|
||||
|
||||
read_lengths = [16]
|
||||
for p in packets[:-1]:
|
||||
read_lengths.append(type(p)._size_nibbles)
|
||||
|
||||
total_nibbles = sum(read_lengths)
|
||||
bits_arr = [0] * (total_nibbles * 4)
|
||||
|
||||
cumulative = 0
|
||||
for i, p in enumerate(packets):
|
||||
cumulative += read_lengths[i]
|
||||
pkt_cls = type(p)
|
||||
opcode = next(op for op, cls in OPCODE_TO_CLASS.items() if cls is pkt_cls)
|
||||
|
||||
byte_vals = OPCODE_TO_BYTES.get(opcode)
|
||||
if not byte_vals: raise ValueError(f"No encoding for {pkt_cls.__name__}")
|
||||
opcode_byte = byte_vals[0]
|
||||
|
||||
delta_field = getattr(pkt_cls, 'delta', None)
|
||||
if delta_field is not None and delta_field.hi < 8:
|
||||
delta = p._values.get('delta', 0)
|
||||
if isinstance(delta, IntEnum): delta = delta.value
|
||||
if pkt_cls is TS_DELTA_SHORT: delta = max(0, delta - 8)
|
||||
delta = delta & delta_field.mask()
|
||||
opcode_byte = (opcode_byte & ~(delta_field.mask() << delta_field.lo)) | (delta << delta_field.lo)
|
||||
|
||||
opcode_nibble_pos = max(0, cumulative - 16)
|
||||
opcode_bit_pos = opcode_nibble_pos * 4
|
||||
|
||||
for b in range(8):
|
||||
if opcode_bit_pos + b < len(bits_arr):
|
||||
bits_arr[opcode_bit_pos + b] = (opcode_byte >> b) & 1
|
||||
|
||||
nibbles = [sum(bits_arr[i + j] << j for j in range(4) if i + j < len(bits_arr)) for i in range(0, len(bits_arr), 4)]
|
||||
while len(nibbles) % 2: nibbles.append(0)
|
||||
return bytes(nibbles[i] | (nibbles[i + 1] << 4) for i in range(0, len(nibbles), 2))
|
||||
|
||||
@@ -1,855 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""SQTT InstOp discovery tool - finds instruction opcodes by running different instructions.
|
||||
|
||||
Requires profiling enabled:
|
||||
echo 'profile_standard' | sudo tee /sys/class/drm/card1/device/power_dpm_force_performance_level
|
||||
|
||||
Run with: DEBUG=1 python extra/assembly/amd/test/discover_instops.py
|
||||
For full traces: DEBUG=2 python extra/assembly/amd/test/discover_instops.py
|
||||
"""
|
||||
import os
|
||||
os.environ["SQTT"] = "1"
|
||||
os.environ["PROFILE"] = "1"
|
||||
os.environ["SQTT_LIMIT_SE"] = "2" # Force work to traced SE only
|
||||
os.environ["SQTT_TOKEN_EXCLUDE"] = "3784" # Exclude WAVERDY, REG, EVENT, UTILCTR, WAVEALLOC, PERF
|
||||
|
||||
from tinygrad.helpers import DEBUG, colored
|
||||
from tinygrad.runtime.ops_amd import SQTT_SIMD_SEL
|
||||
|
||||
from extra.assembly.amd.autogen.rdna3.ins import (
|
||||
# VALU - basic (these are safe, just register ops)
|
||||
v_mov_b32_e32, v_add_f32_e32, v_mul_f32_e32,
|
||||
v_and_b32_e32, v_or_b32_e32, v_xor_b32_e32,
|
||||
v_lshlrev_b32_e32, v_lshrrev_b32_e32,
|
||||
# VALU - transcendental
|
||||
v_exp_f32_e32, v_log_f32_e32, v_rcp_f32_e32, v_sqrt_f32_e32,
|
||||
v_sin_f32_e32, v_cos_f32_e32,
|
||||
# VALU - 64-bit
|
||||
v_lshlrev_b64, v_lshrrev_b64, v_ashrrev_i64,
|
||||
v_add_f64, v_mul_f64, v_max_f64, v_min_f64,
|
||||
v_fma_f64,
|
||||
# VALU - 64-bit transcendental
|
||||
v_rcp_f64_e32, v_rsq_f64_e32, v_sqrt_f64_e32,
|
||||
v_trunc_f64_e32, v_ceil_f64_e32, v_floor_f64_e32, v_fract_f64_e32,
|
||||
v_frexp_exp_i32_f64_e32, v_frexp_mant_f64_e32,
|
||||
# VALU - div helpers
|
||||
v_div_fixup_f32, v_div_fixup_f64, v_div_fmas_f32, v_div_fmas_f64, v_div_scale_f32,
|
||||
# VALU - MAD64
|
||||
v_mad_u64_u32, v_mad_i64_i32,
|
||||
# VALU - compare (writes to VCC, safe)
|
||||
v_cmp_eq_u32_e32,
|
||||
# VALU - cmpx (modifies EXEC) - various types
|
||||
v_cmpx_eq_u32_e32, v_cmpx_lt_u32_e32, v_cmpx_gt_u32_e32,
|
||||
v_cmpx_eq_f32_e32, v_cmpx_lt_f32_e32,
|
||||
v_cmpx_eq_i32_e32,
|
||||
v_cmpx_class_f32_e32,
|
||||
# VALU - readlane/writelane
|
||||
v_readlane_b32, v_writelane_b32,
|
||||
v_readfirstlane_b32_e32,
|
||||
# SALU - basic (safe, just register ops)
|
||||
s_mov_b32, s_add_u32, s_and_b32, s_or_b32,
|
||||
s_lshl_b32, s_lshr_b32,
|
||||
s_nop, s_endpgm, s_waitcnt,
|
||||
# SALU - float
|
||||
s_ceil_f32, s_floor_f32, s_trunc_f32,
|
||||
# SALU - branch (safe if offset is 0 = next instruction)
|
||||
s_branch, s_cbranch_scc0, s_cbranch_execz, s_cbranch_execnz,
|
||||
# SALU - message
|
||||
s_sendmsg,
|
||||
# SALU - bit manipulation
|
||||
s_brev_b32, s_bcnt1_i32_b32, s_ctz_i32_b32, s_clz_i32_u32,
|
||||
# SALU - saveexec (modifies EXEC)
|
||||
s_and_saveexec_b32, s_or_saveexec_b32, s_xor_saveexec_b32,
|
||||
# SMEM - scalar memory (load from kernarg pointer in s[0:1])
|
||||
s_load_b32, s_load_b64,
|
||||
# GLOBAL - global memory (load/store) - various widths
|
||||
global_load_u8, global_load_u16, global_load_b32, global_load_b64, global_load_b96, global_load_b128,
|
||||
global_store_b8, global_store_b16, global_store_b32, global_store_b64, global_store_b96, global_store_b128,
|
||||
# GLOBAL - atomics
|
||||
global_atomic_add_u32, global_atomic_add_u64,
|
||||
# FLAT - flat memory access
|
||||
flat_load_b32, flat_load_b64, flat_load_b96, flat_load_b128,
|
||||
flat_store_b8, flat_store_b16, flat_store_b32, flat_store_b64, flat_store_b96, flat_store_b128,
|
||||
# LDS - local data share - various widths
|
||||
ds_load_b32, ds_load_b64, ds_load_b128,
|
||||
ds_store_b32, ds_store_b64, ds_store_b128,
|
||||
# LDS - atomics
|
||||
ds_add_u32, ds_max_u32, ds_min_u32,
|
||||
# VOP3P - packed
|
||||
v_pk_add_f16, v_pk_mul_f16, v_pk_fma_f16, v_pk_add_i16,
|
||||
# VOP3 - misc
|
||||
v_bfe_u32, v_bfi_b32, v_alignbit_b32, v_fma_f32,
|
||||
v_add3_u32, v_xad_u32, v_lshl_or_b32, v_add_nc_u32_e32,
|
||||
# VOP3 - carry-out
|
||||
v_add_co_u32, v_add_co_ci_u32_e32,
|
||||
# VOPD - dual issue
|
||||
v_dual_add_f32, v_dual_mul_f32,
|
||||
# VOP2 - fmac
|
||||
v_fmac_f32_e32,
|
||||
# DOT
|
||||
v_dot2_f16_f16,
|
||||
# WMMA
|
||||
v_wmma_f32_16x16x16_f16, v_wmma_f16_16x16x16_f16, v_wmma_i32_16x16x16_iu8,
|
||||
# Permlane ops
|
||||
v_permlane64_b32_e32, v_permlane16_b32, v_permlanex16_b32,
|
||||
# Interpolation
|
||||
v_interp_p10_f32, v_interp_p2_f32,
|
||||
# Barrier
|
||||
s_barrier,
|
||||
# SrcEnum for NULL soffset
|
||||
SrcEnum,
|
||||
)
|
||||
from extra.assembly.amd.dsl import v, s
|
||||
from extra.assembly.amd.sqtt import InstOp, INST, WAVESTART, WAVEEND, ALUEXEC, VMEMEXEC
|
||||
|
||||
from extra.assembly.amd.test.test_sqtt_hw import (
|
||||
run_asm_sqtt, decode_all_blobs, get_inst_ops, print_blobs, get_wave_packets, format_packet, PACKET_COLORS, count_valuinst
|
||||
)
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# INSTRUCTION TEST CASES - only safe instructions that don't access memory
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# Helper: load buffer address from kernarg (s[0:1] -> s[2:3])
|
||||
# The runtime passes kernarg pointer in s[0:1], kernarg contains buffer address
|
||||
def _load_buf_addr():
|
||||
return [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0), # wait for SMEM load
|
||||
]
|
||||
|
||||
INSTRUCTION_TESTS: dict[str, tuple[str, list]] = {
|
||||
# SALU (0x0) - scalar ALU, just register operations
|
||||
"SALU_mov": ("s_mov_b32", [s_mov_b32(s[4], 0), s_mov_b32(s[5], 1)]),
|
||||
"SALU_add": ("s_add_u32", [s_mov_b32(s[4], 1), s_mov_b32(s[5], 2), s_add_u32(s[6], s[4], s[5])]),
|
||||
"SALU_logic": ("s_and/or", [s_and_b32(s[6], s[4], s[5]), s_or_b32(s[7], s[4], s[5])]),
|
||||
"SALU_shift": ("s_lshl/lshr", [s_lshl_b32(s[6], s[4], 1), s_lshr_b32(s[7], s[4], 1)]),
|
||||
"SALU_nop": ("s_nop", [s_nop(0)]),
|
||||
|
||||
# JUMP (0x3) - branch taken
|
||||
"JUMP_branch": ("s_branch", [s_branch(0)]),
|
||||
"JUMP_cbranch_execnz": ("s_cbranch_execnz", [s_cbranch_execnz(0)]), # EXEC != 0, branch taken
|
||||
|
||||
# JUMP_NO (0x4) - branch not taken
|
||||
"JUMP_NO_cbranch_execz": ("s_cbranch_execz", [s_cbranch_execz(0)]), # EXEC != 0, branch not taken
|
||||
|
||||
# VALU (0xb) - vector ALU, just register operations
|
||||
"VALU_mov": ("v_mov_b32", [v_mov_b32_e32(v[0], 0), v_mov_b32_e32(v[1], 1.0)]),
|
||||
"VALU_add": ("v_add_f32", [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[1], 2.0), v_add_f32_e32(v[2], v[0], v[1])]),
|
||||
"VALU_mul": ("v_mul_f32", [v_mul_f32_e32(v[2], v[0], v[1])]),
|
||||
"VALU_logic": ("v_and/or/xor", [v_and_b32_e32(v[2], v[0], v[1]), v_or_b32_e32(v[3], v[0], v[1]), v_xor_b32_e32(v[4], v[0], v[1])]),
|
||||
"VALU_shift": ("v_lshl/lshr", [v_lshlrev_b32_e32(v[2], 1, v[0]), v_lshrrev_b32_e32(v[3], 1, v[0])]),
|
||||
|
||||
# VALU transcendental - still just register ops
|
||||
"VALU_exp": ("v_exp_f32", [v_mov_b32_e32(v[0], 1.0), v_exp_f32_e32(v[1], v[0])]),
|
||||
"VALU_log": ("v_log_f32", [v_mov_b32_e32(v[0], 1.0), v_log_f32_e32(v[1], v[0])]),
|
||||
"VALU_rcp": ("v_rcp_f32", [v_mov_b32_e32(v[0], 1.0), v_rcp_f32_e32(v[1], v[0])]),
|
||||
"VALU_sqrt": ("v_sqrt_f32", [v_mov_b32_e32(v[0], 1.0), v_sqrt_f32_e32(v[1], v[0])]),
|
||||
|
||||
# VALU 64-bit shift (0xd)
|
||||
"VALU64_lshl": ("v_lshlrev_b64", [v_lshlrev_b64(v[0:1], 1, v[2:3])]),
|
||||
"VALU64_lshr": ("v_lshrrev_b64", [v_lshrrev_b64(v[0:1], 1, v[2:3])]),
|
||||
"VALU64_ashr": ("v_ashrrev_i64", [v_ashrrev_i64(v[0:1], 1, v[2:3])]),
|
||||
|
||||
# VALU 64-bit arithmetic
|
||||
"VALU64_add": ("v_add_f64", [v_add_f64(v[0:1], v[2:3], v[4:5])]),
|
||||
"VALU64_mul": ("v_mul_f64", [v_mul_f64(v[0:1], v[2:3], v[4:5])]),
|
||||
"VALU64_max": ("v_max_f64", [v_max_f64(v[0:1], v[2:3], v[4:5])]),
|
||||
"VALU64_min": ("v_min_f64", [v_min_f64(v[0:1], v[2:3], v[4:5])]),
|
||||
"VALU64_fma": ("v_fma_f64", [v_fma_f64(v[0:1], v[2:3], v[4:5], v[6:7])]),
|
||||
|
||||
# VALU 64-bit transcendental
|
||||
"VALU64_rcp": ("v_rcp_f64", [v_rcp_f64_e32(v[0:1], v[2:3])]),
|
||||
"VALU64_rsq": ("v_rsq_f64", [v_rsq_f64_e32(v[0:1], v[2:3])]),
|
||||
"VALU64_sqrt": ("v_sqrt_f64", [v_sqrt_f64_e32(v[0:1], v[2:3])]),
|
||||
|
||||
# VALU 64-bit rounding
|
||||
"VALU64_trunc": ("v_trunc_f64", [v_trunc_f64_e32(v[0:1], v[2:3])]),
|
||||
"VALU64_ceil": ("v_ceil_f64", [v_ceil_f64_e32(v[0:1], v[2:3])]),
|
||||
"VALU64_floor": ("v_floor_f64", [v_floor_f64_e32(v[0:1], v[2:3])]),
|
||||
"VALU64_fract": ("v_fract_f64", [v_fract_f64_e32(v[0:1], v[2:3])]),
|
||||
|
||||
# VALU 64-bit frexp
|
||||
"VALU64_frexp_exp": ("v_frexp_exp_i32_f64", [v_frexp_exp_i32_f64_e32(v[0], v[2:3])]),
|
||||
"VALU64_frexp_mant": ("v_frexp_mant_f64", [v_frexp_mant_f64_e32(v[0:1], v[2:3])]),
|
||||
|
||||
# VALU 64-bit div helpers
|
||||
"VALU64_div_fixup": ("v_div_fixup_f64", [v_div_fixup_f64(v[0:1], v[2:3], v[4:5], v[6:7])]),
|
||||
"VALU64_div_fmas": ("v_div_fmas_f64", [v_div_fmas_f64(v[0:1], v[2:3], v[4:5], v[6:7])]),
|
||||
|
||||
# VALU 32-bit div helpers
|
||||
"VALU_div_fixup": ("v_div_fixup_f32", [v_div_fixup_f32(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_div_fmas": ("v_div_fmas_f32", [v_div_fmas_f32(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_div_scale": ("v_div_scale_f32", [v_div_scale_f32(v[0], SrcEnum.VCC_LO, v[1], v[2], v[3])]),
|
||||
|
||||
# VALU MAD64 (0xe)
|
||||
"VALU_mad64u": ("v_mad_u64_u32", [
|
||||
v_mov_b32_e32(v[2], 2),
|
||||
v_mov_b32_e32(v[3], 3),
|
||||
v_mov_b32_e32(v[4], 0),
|
||||
v_mov_b32_e32(v[5], 0),
|
||||
v_mad_u64_u32(v[0:1], SrcEnum.NULL, v[2], v[3], v[4:5]),
|
||||
]),
|
||||
"VALU_mad64i": ("v_mad_i64_i32", [
|
||||
v_mov_b32_e32(v[2], 2),
|
||||
v_mov_b32_e32(v[3], 3),
|
||||
v_mov_b32_e32(v[4], 0),
|
||||
v_mov_b32_e32(v[5], 0),
|
||||
v_mad_i64_i32(v[0:1], SrcEnum.NULL, v[2], v[3], v[4:5]),
|
||||
]),
|
||||
|
||||
# VALU compare - writes to VCC
|
||||
"VALU_cmp": ("v_cmp_eq_u32", [v_cmp_eq_u32_e32(v[0], v[1])]),
|
||||
|
||||
# VALU CMPX (0x73) - modifies EXEC
|
||||
"VALU_cmpx_eq_u32": ("v_cmpx_eq_u32", [v_cmpx_eq_u32_e32(v[0], v[1])]),
|
||||
|
||||
# SALU saveexec (0x72) - modifies EXEC safely by ANDing with all-ones mask
|
||||
"SALU_saveexec": ("s_and_saveexec_b32", [
|
||||
s_mov_b32(s[5], 0xFFFFFFFF), # all lanes mask
|
||||
s_and_saveexec_b32(s[4], s[5]), # EXEC = EXEC & 0xFFFFFFFF = EXEC (unchanged)
|
||||
]),
|
||||
|
||||
# SALU float ops
|
||||
"SALU_ceil": ("s_ceil_f32", [s_ceil_f32(s[4], s[5])]),
|
||||
"SALU_floor": ("s_floor_f32", [s_floor_f32(s[4], s[5])]),
|
||||
"SALU_trunc": ("s_trunc_f32", [s_trunc_f32(s[4], s[5])]),
|
||||
|
||||
# SALU bit ops
|
||||
"SALU_brev": ("s_brev_b32", [s_brev_b32(s[4], s[5])]),
|
||||
"SALU_bcnt1": ("s_bcnt1_i32_b32", [s_bcnt1_i32_b32(s[4], s[5])]),
|
||||
"SALU_ctz": ("s_ctz_i32_b32", [s_ctz_i32_b32(s[4], s[5])]),
|
||||
"SALU_clz": ("s_clz_i32_u32", [s_clz_i32_u32(s[4], s[5])]),
|
||||
|
||||
# VALU sin/cos
|
||||
"VALU_sin": ("v_sin_f32", [v_sin_f32_e32(v[0], v[1])]),
|
||||
"VALU_cos": ("v_cos_f32", [v_cos_f32_e32(v[0], v[1])]),
|
||||
|
||||
# VOP3P - packed operations
|
||||
"VALU_pk_add_f16": ("v_pk_add_f16", [v_pk_add_f16(v[0], v[1], v[2])]),
|
||||
"VALU_pk_mul_f16": ("v_pk_mul_f16", [v_pk_mul_f16(v[0], v[1], v[2])]),
|
||||
"VALU_pk_fma_f16": ("v_pk_fma_f16", [v_pk_fma_f16(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_pk_add_i16": ("v_pk_add_i16", [v_pk_add_i16(v[0], v[1], v[2])]),
|
||||
|
||||
# VOP3 - misc
|
||||
"VALU_bfe_u32": ("v_bfe_u32", [v_bfe_u32(v[0], v[1], 0, 8)]),
|
||||
"VALU_bfi_b32": ("v_bfi_b32", [v_bfi_b32(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_alignbit": ("v_alignbit_b32", [v_alignbit_b32(v[0], v[1], v[2], 4)]),
|
||||
"VALU_fma_f32": ("v_fma_f32", [v_fma_f32(v[0], v[1], v[2], v[3])]),
|
||||
|
||||
# VOP3 - integer add variants (used by tinygrad kernels)
|
||||
"VALU_add3": ("v_add3_u32", [v_add3_u32(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_xad": ("v_xad_u32", [v_xad_u32(v[0], v[1], v[2], v[3])]),
|
||||
"VALU_lshl_or": ("v_lshl_or_b32", [v_lshl_or_b32(v[0], v[1], 4, v[2])]),
|
||||
"VALU_add_nc": ("v_add_nc_u32", [v_add_nc_u32_e32(v[0], v[1], v[2])]),
|
||||
|
||||
# VOP3 - carry-out adds (used for 64-bit address calculation)
|
||||
"VALU_add_co": ("v_add_co_u32", [v_add_co_u32(v[0], SrcEnum.VCC_LO, v[1], v[2])]),
|
||||
"VALU_add_co_ci": ("v_add_co_ci_u32", [v_add_co_ci_u32_e32(v[0], v[1], v[2])]),
|
||||
|
||||
# VOPD - dual issue (used by tinygrad kernels)
|
||||
"VALU_dual_add": ("v_dual_add_f32", [v_dual_add_f32(v[0], v[1], v[2], v[3], v[4], v[5])]),
|
||||
"VALU_dual_mul": ("v_dual_mul_f32", [v_dual_mul_f32(v[0], v[1], v[2], v[3], v[4], v[5])]),
|
||||
|
||||
# VOP2 - fmac
|
||||
"VALU_fmac": ("v_fmac_f32", [v_fmac_f32_e32(v[0], v[1], v[0])]),
|
||||
|
||||
# DOT products
|
||||
"VALU_dot2": ("v_dot2_f16_f16", [v_dot2_f16_f16(v[0], v[1], v[2], v[3])]),
|
||||
|
||||
# WMMA - wave matrix multiply accumulate
|
||||
"VALU_wmma_f32_f16": ("v_wmma_f32_16x16x16_f16", [v_wmma_f32_16x16x16_f16(v[0:7], v[8:15], v[16:23], v[0:7])]),
|
||||
"VALU_wmma_f16_f16": ("v_wmma_f16_16x16x16_f16", [v_wmma_f16_16x16x16_f16(v[0:7], v[8:15], v[16:23], v[0:7])]),
|
||||
"VALU_wmma_i32_iu8": ("v_wmma_i32_16x16x16_iu8", [v_wmma_i32_16x16x16_iu8(v[0:7], v[8:11], v[12:15], v[0:7])]),
|
||||
|
||||
# Permlane operations - cross-lane data movement
|
||||
# NOTE: permlane64 produces NO SQTT packets in wave32 mode (it's for wave64 pairs)
|
||||
# NOTE: permlane16/x16 produce VALUINST packets (no specific InstOp)
|
||||
"VALU_permlane16": ("v_permlane16_b32", [v_permlane16_b32(v[0], v[1], s[2], s[3])]),
|
||||
"VALU_permlanex16": ("v_permlanex16_b32", [v_permlanex16_b32(v[0], v[1], s[2], s[3])]),
|
||||
|
||||
# Interpolation - used in graphics shaders (produces InstOp 0x12 VINTERP)
|
||||
"VINTERP_p10": ("v_interp_p10_f32", [v_interp_p10_f32(v[0], v[1], v[2], v[3])]),
|
||||
"VINTERP_p2": ("v_interp_p2_f32", [v_interp_p2_f32(v[0], v[1], v[2], v[3])]),
|
||||
|
||||
# Barrier - wave synchronization
|
||||
# NOTE: s_barrier produces NO SQTT instruction packets (with 1 wave, it's essentially a no-op)
|
||||
"SALU_barrier": ("s_barrier", [s_barrier()]),
|
||||
|
||||
# LDS atomics
|
||||
"LDS_atomic_add": ("ds_add_u32", [
|
||||
v_mov_b32_e32(v[0], 0), # LDS address
|
||||
v_mov_b32_e32(v[1], 1), # data to add
|
||||
ds_add_u32(addr=v[0], data0=v[1]),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# GLOBAL ATOMICS - access real buffer passed via kernarg
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# GLOBAL atomic add 32-bit (0x28 GLOBAL_ATOMIC)
|
||||
"GLOBAL_atomic_add": ("global_atomic_add_u32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0), # offset = 0
|
||||
v_mov_b32_e32(v[1], 1), # data to add
|
||||
global_atomic_add_u32(addr=v[0], data=v[1], saddr=s[2]),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL atomic add 64-bit
|
||||
"GLOBAL_atomic_add64": ("global_atomic_add_u64", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[2], 1),
|
||||
v_mov_b32_e32(v[3], 0),
|
||||
global_atomic_add_u64(addr=v[0], data=v[2:3], saddr=s[2]),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# MEMORY INSTRUCTIONS - access real buffer passed via kernarg
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# SMEM (0x1) - scalar memory load from buffer
|
||||
"SMEM_load": ("s_load_b32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
s_load_b32(s[4], s[2], 0, soffset=SrcEnum.NULL), # load from buffer
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL load (0x21 GLOBAL_LOAD) - global memory load
|
||||
"GLOBAL_load": ("global_load_b32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0), # offset = 0
|
||||
global_load_b32(v[1], addr=v[0], saddr=s[2], offset=0), # load from buffer
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL store (0x24 GLOBAL_STORE) - global memory store
|
||||
"GLOBAL_store": ("global_store_b32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0), # offset = 0
|
||||
v_mov_b32_e32(v[1], 42), # data to store
|
||||
global_store_b32(addr=v[0], data=v[1], saddr=s[2], offset=0), # store to buffer
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 8-bit load/store
|
||||
"GLOBAL_load8": ("global_load_u8", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
global_load_u8(v[1], addr=v[0], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_store8": ("global_store_b8", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[1], 42),
|
||||
global_store_b8(addr=v[0], data=v[1], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 16-bit load/store
|
||||
"GLOBAL_load16": ("global_load_u16", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
global_load_u16(v[1], addr=v[0], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_store16": ("global_store_b16", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[1], 42),
|
||||
global_store_b16(addr=v[0], data=v[1], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS load (0x29 LDS_LOAD) - local data share read
|
||||
"LDS_load": ("ds_load_b32", [
|
||||
v_mov_b32_e32(v[0], 0), # LDS address = 0
|
||||
ds_load_b32(v[1], v[0], offset=0), # read from LDS
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS store (0x2b LDS_STORE) - local data share write
|
||||
"LDS_store": ("ds_store_b32", [
|
||||
v_mov_b32_e32(v[0], 0), # LDS address = 0
|
||||
v_mov_b32_e32(v[1], 42), # data to store
|
||||
ds_store_b32(v[0], v[1], offset=0), # write to LDS
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# WIDER MEMORY OPERATIONS - to discover more InstOp variants
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# GLOBAL 64-bit load
|
||||
"GLOBAL_load64": ("global_load_b64", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
global_load_b64(v[2:3], addr=v[0], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 96-bit load
|
||||
"GLOBAL_load96": ("global_load_b96", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
global_load_b96(v[4:6], addr=v[0], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 128-bit load
|
||||
"GLOBAL_load128": ("global_load_b128", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
global_load_b128(v[4:7], addr=v[0], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 64-bit store
|
||||
"GLOBAL_store64": ("global_store_b64", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[2], 42),
|
||||
v_mov_b32_e32(v[3], 43),
|
||||
global_store_b64(addr=v[0], data=v[2:3], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 96-bit store
|
||||
"GLOBAL_store96": ("global_store_b96", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
global_store_b96(addr=v[0], data=v[4:6], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL 128-bit store
|
||||
"GLOBAL_store128": ("global_store_b128", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
v_mov_b32_e32(v[7], 45),
|
||||
global_store_b128(addr=v[0], data=v[4:7], saddr=s[2], offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# GLOBAL VADDR (vector-only addressing, saddr=NULL) - used by tinygrad kernels
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# GLOBAL VADDR load (all sizes use same opcode 0x22)
|
||||
"GLOBAL_VADDR_load": ("global_load_b32 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
global_load_b32(v[4], addr=v[0:1], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_VADDR_load128": ("global_load_b128 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
global_load_b128(v[4:7], addr=v[0:1], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# GLOBAL VADDR stores (size encoded: 32->0x25, 64->0x26, 96->0x27, 128->0x28)
|
||||
"GLOBAL_VADDR_store": ("global_store_b32 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
global_store_b32(addr=v[0:1], data=v[4], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_VADDR_store64": ("global_store_b64 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
global_store_b64(addr=v[0:1], data=v[4:5], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_VADDR_store96": ("global_store_b96 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
global_store_b96(addr=v[0:1], data=v[4:6], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
"GLOBAL_VADDR_store128": ("global_store_b128 vaddr", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
v_mov_b32_e32(v[7], 45),
|
||||
global_store_b128(addr=v[0:1], data=v[4:7], saddr=SrcEnum.NULL, offset=0),
|
||||
s_waitcnt(vmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS 64-bit load
|
||||
"LDS_load64": ("ds_load_b64", [
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
ds_load_b64(v[2:3], v[0], offset=0),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS 128-bit load
|
||||
"LDS_load128": ("ds_load_b128", [
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
ds_load_b128(v[4:7], v[0], offset=0),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS 64-bit store
|
||||
"LDS_store64": ("ds_store_b64", [
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[2], 42),
|
||||
v_mov_b32_e32(v[3], 43),
|
||||
ds_store_b64(v[0], v[2:3], offset=0),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# LDS 128-bit store
|
||||
"LDS_store128": ("ds_store_b128", [
|
||||
v_mov_b32_e32(v[0], 0),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
v_mov_b32_e32(v[7], 45),
|
||||
ds_store_b128(v[0], v[4:7], offset=0),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# MESSAGE (0x9) - s_sendmsg
|
||||
"MESSAGE": ("s_sendmsg", [
|
||||
s_sendmsg(0), # send message 0 (NOP message)
|
||||
]),
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# FLAT MEMORY - uses 64-bit virtual address in VGPRs
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
# FLAT load - load using 64-bit address from buffer
|
||||
"FLAT_load": ("flat_load_b32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL), # load buf addr from kernarg
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]), # addr lo
|
||||
v_mov_b32_e32(v[1], s[3]), # addr hi
|
||||
flat_load_b32(v[2], addr=v[0:1]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# FLAT store
|
||||
"FLAT_store": ("flat_store_b32", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[2], 42),
|
||||
flat_store_b32(addr=v[0:1], data=v[2]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# FLAT 64-bit
|
||||
"FLAT_load64": ("flat_load_b64", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
flat_load_b64(v[2:3], addr=v[0:1]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
"FLAT_store64": ("flat_store_b64", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
flat_store_b64(addr=v[0:1], data=v[4:5]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# FLAT 96-bit
|
||||
"FLAT_load96": ("flat_load_b96", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
flat_load_b96(v[4:6], addr=v[0:1]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
"FLAT_store96": ("flat_store_b96", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
flat_store_b96(addr=v[0:1], data=v[4:6]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# FLAT 128-bit
|
||||
"FLAT_load128": ("flat_load_b128", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
flat_load_b128(v[4:7], addr=v[0:1]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
"FLAT_store128": ("flat_store_b128", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[4], 42),
|
||||
v_mov_b32_e32(v[5], 43),
|
||||
v_mov_b32_e32(v[6], 44),
|
||||
v_mov_b32_e32(v[7], 45),
|
||||
flat_store_b128(addr=v[0:1], data=v[4:7]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
# FLAT 8/16-bit stores
|
||||
"FLAT_store8": ("flat_store_b8", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[2], 42),
|
||||
flat_store_b8(addr=v[0:1], data=v[2]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
"FLAT_store16": ("flat_store_b16", [
|
||||
s_load_b64(s[2:3], s[0], 0, soffset=SrcEnum.NULL),
|
||||
s_waitcnt(lgkmcnt=0),
|
||||
v_mov_b32_e32(v[0], s[2]),
|
||||
v_mov_b32_e32(v[1], s[3]),
|
||||
v_mov_b32_e32(v[2], 42),
|
||||
flat_store_b16(addr=v[0:1], data=v[2]),
|
||||
s_waitcnt(vmcnt=0, lgkmcnt=0),
|
||||
]),
|
||||
|
||||
}
|
||||
|
||||
|
||||
def run_with_retry(instructions: list, max_attempts: int = 20) -> tuple[list[tuple[int, list[bytes]]], list[list], set, int]:
|
||||
"""Run instructions multiple times to collect InstOp variants.
|
||||
|
||||
Memory ops produce different InstOp values (0x2x vs 0x5x) depending on which SIMD executes them:
|
||||
- 0x2x range: wave ran on traced SIMD (matched)
|
||||
- 0x5x range: wave ran on other SIMD (not matched)
|
||||
|
||||
Returns list of (traced_simd, blobs) tuples, all_packets, all_ops, max_valuinst_count.
|
||||
"""
|
||||
all_ops = set()
|
||||
all_runs: list[tuple[int, list[bytes]]] = []
|
||||
all_packets = []
|
||||
max_valuinst = 0
|
||||
SQTT_SIMD_SEL.value = 0 # only trace SIMD 0
|
||||
for _ in range(max_attempts):
|
||||
blobs = run_asm_sqtt(instructions)
|
||||
packets = decode_all_blobs(blobs)
|
||||
# get ops and valuinst from all SIMDs
|
||||
ops = set()
|
||||
valuinst_count = 0
|
||||
for simd in [0, 1, 2, 3]:
|
||||
ops.update(get_inst_ops(packets, traced_simd=simd))
|
||||
valuinst_count = max(valuinst_count, count_valuinst(packets, traced_simd=simd))
|
||||
all_runs.append((0, blobs))
|
||||
all_packets.append(packets)
|
||||
all_ops.update(ops)
|
||||
max_valuinst = max(max_valuinst, valuinst_count)
|
||||
return all_runs, all_packets, all_ops, max_valuinst
|
||||
|
||||
def discover_all_instops() -> tuple[dict[int, set[str]], dict[str, Exception], dict[str, int]]:
|
||||
"""Run all instruction tests and collect InstOp values."""
|
||||
discovered: dict[int, set[str]] = {}
|
||||
failures: dict[str, Exception] = {}
|
||||
valuinst_tests: dict[str, int] = {} # tests that produced VALUINST packets
|
||||
|
||||
for test_name, (instr_name, instructions) in INSTRUCTION_TESTS.items():
|
||||
try:
|
||||
all_runs, _, ops, valuinst_count = run_with_retry(instructions)
|
||||
|
||||
for op in ops:
|
||||
if op not in discovered:
|
||||
discovered[op] = set()
|
||||
discovered[op].add(f"{test_name}")
|
||||
|
||||
if valuinst_count > 0:
|
||||
valuinst_tests[test_name] = valuinst_count
|
||||
|
||||
if DEBUG >= 2:
|
||||
print(f"\n{'─'*60}")
|
||||
print(f"{test_name} ({instr_name}): ops={[hex(op) for op in sorted(ops)]}")
|
||||
|
||||
# collect wave patterns from traced SIMD runs (group by exact timing)
|
||||
patterns: dict[tuple, list] = {} # pattern (types + timing) -> list of (wave_packets, t0)
|
||||
for traced_simd, blobs in all_runs:
|
||||
for blob in blobs:
|
||||
packets = decode_all_blobs([blob])
|
||||
wave_packets = get_wave_packets(packets)
|
||||
# only include runs where wave ran on traced SIMD
|
||||
ws = next((p for p in wave_packets if isinstance(p, WAVESTART)), None)
|
||||
if ws and ws.simd == traced_simd and wave_packets:
|
||||
t0 = wave_packets[0]._time
|
||||
# pattern includes types AND normalized timing
|
||||
pattern = tuple((type(p).__name__, p._time - t0) for p in wave_packets)
|
||||
if pattern not in patterns:
|
||||
patterns[pattern] = []
|
||||
patterns[pattern].append((wave_packets, t0))
|
||||
|
||||
if patterns:
|
||||
counts = {p: len(runs) for p, runs in patterns.items()}
|
||||
most_common = max(counts, key=counts.get)
|
||||
count = counts[most_common]
|
||||
total = sum(counts.values())
|
||||
print(f"\n=== most common pattern ({count}/{total} runs) ===")
|
||||
wave_packets, t0 = patterns[most_common][0]
|
||||
last_time = t0
|
||||
for p in wave_packets:
|
||||
print(format_packet(p, last_time, t0))
|
||||
last_time = p._time
|
||||
if len(patterns) > 1:
|
||||
print(f"\n variations: {len(patterns)} unique timing patterns")
|
||||
|
||||
if DEBUG >= 3:
|
||||
for traced_simd, blobs in all_runs:
|
||||
print(f"\n=== traced simd={traced_simd} ===")
|
||||
print_blobs(blobs, wave_only=False)
|
||||
if DEBUG >= 1:
|
||||
status = colored("✓", "green") if ops else (colored("V", "cyan") if valuinst_count > 0 else colored("∅", "yellow"))
|
||||
ops_str = ", ".join(hex(op) for op in sorted(ops)) if ops else "none"
|
||||
valuinst_str = f" valuinst={valuinst_count}" if valuinst_count > 0 and not ops else ""
|
||||
print(f" {status} {test_name:25s} ops=[{ops_str}]{valuinst_str}")
|
||||
|
||||
except Exception as e:
|
||||
failures[test_name] = e
|
||||
if DEBUG >= 1:
|
||||
print(f" {colored('✗', 'red')} {test_name:25s} FAILED: {e}")
|
||||
|
||||
return discovered, failures, valuinst_tests
|
||||
|
||||
|
||||
def print_summary(discovered: dict[int, set[str]], failures: dict[str, Exception], valuinst_tests: dict[str, int]) -> None:
|
||||
"""Print discovery summary."""
|
||||
known_ops = {e.value for e in InstOp}
|
||||
discovered_ops = set(discovered.keys())
|
||||
|
||||
print("\n" + "=" * 60)
|
||||
print("DISCOVERED INSTOP VALUES")
|
||||
print("=" * 60)
|
||||
|
||||
for op in sorted(discovered_ops):
|
||||
try:
|
||||
name = InstOp(op).name
|
||||
status = colored("known", "green")
|
||||
except ValueError:
|
||||
name = f"UNKNOWN"
|
||||
status = colored("NEW!", "yellow")
|
||||
|
||||
sources = ", ".join(sorted(discovered[op]))
|
||||
print(f" 0x{op:02x} {name:20s} ({status}) <- {sources}")
|
||||
|
||||
# VALUINST tests (instructions that only produce VALUINST, not INST packets)
|
||||
valuinst_only = {k: v for k, v in valuinst_tests.items() if not any(k in tests for tests in discovered.values())}
|
||||
if valuinst_only:
|
||||
print("\n" + "=" * 60)
|
||||
print(colored("VALUINST-ONLY INSTRUCTIONS (no InstOp, use VALUINST packet)", "cyan"))
|
||||
print("=" * 60)
|
||||
for test_name, count in sorted(valuinst_only.items()):
|
||||
print(f" {test_name}: {count} VALUINST packets")
|
||||
|
||||
# Missing from enum
|
||||
missing = known_ops - discovered_ops
|
||||
if missing:
|
||||
print("\n" + "=" * 60)
|
||||
print("ENUM VALUES NOT DISCOVERED")
|
||||
print("=" * 60)
|
||||
print("(need memory ops: SMEM, VMEM, LDS)")
|
||||
for op in sorted(missing):
|
||||
print(f" 0x{op:02x} {InstOp(op).name}")
|
||||
|
||||
# New values to add
|
||||
new_ops = discovered_ops - known_ops
|
||||
if new_ops:
|
||||
print("\n" + "=" * 60)
|
||||
print(colored("NEW INSTOP VALUES TO ADD TO ENUM", "yellow"))
|
||||
print("=" * 60)
|
||||
for op in sorted(new_ops):
|
||||
sources = ", ".join(sorted(discovered[op]))
|
||||
print(f" {op:#04x}: \"{sources}\",")
|
||||
|
||||
# Stats
|
||||
print("\n" + "=" * 60)
|
||||
print("STATISTICS")
|
||||
print("=" * 60)
|
||||
print(f" Tests run: {len(INSTRUCTION_TESTS)}")
|
||||
print(f" Tests passed: {len(INSTRUCTION_TESTS) - len(failures)}")
|
||||
print(f" Tests failed: {len(failures)}")
|
||||
print(f" Known ops: {len(known_ops)}")
|
||||
print(f" Discovered: {len(discovered_ops)}")
|
||||
if known_ops:
|
||||
print(f" Coverage: {len(discovered_ops & known_ops)}/{len(known_ops)} ({100*len(discovered_ops & known_ops)//len(known_ops)}%)")
|
||||
print(f" New ops found: {len(new_ops)}")
|
||||
print(f" VALUINST-only: {len(valuinst_only)}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
print("=" * 60)
|
||||
print("SQTT InstOp Discovery Tool")
|
||||
print("=" * 60)
|
||||
print(f"Testing {len(INSTRUCTION_TESTS)} instruction categories...\n")
|
||||
|
||||
discovered, failures, valuinst_tests = discover_all_instops()
|
||||
print_summary(discovered, failures, valuinst_tests)
|
||||
@@ -1,289 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""SQTT InstOp discovery from tinygrad-generated kernels.
|
||||
|
||||
Runs various tinygrad operations and captures SQTT traces to find new InstOp values.
|
||||
|
||||
Requires profiling enabled:
|
||||
echo 'profile_standard' | sudo tee /sys/class/drm/card1/device/power_dpm_force_performance_level
|
||||
|
||||
Run with: DEBUG=1 python extra/assembly/amd/test/discover_instops_tensor.py
|
||||
For full traces: DEBUG=2 python extra/assembly/amd/test/discover_instops_tensor.py
|
||||
"""
|
||||
import os
|
||||
os.environ["SQTT"] = "1"
|
||||
os.environ["PROFILE"] = "1"
|
||||
os.environ["SQTT_LIMIT_SE"] = "2" # Force work to traced SE only
|
||||
os.environ["SQTT_TOKEN_EXCLUDE"] = "3784" # Exclude noisy packet types
|
||||
|
||||
from tinygrad import Tensor, dtypes, Device
|
||||
from tinygrad.helpers import DEBUG, colored
|
||||
from tinygrad.runtime.ops_amd import ProfileSQTTEvent, SQTT_SIMD_SEL
|
||||
|
||||
from extra.assembly.amd.sqtt import InstOp, decode, INST, WAVESTART, WAVEEND
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# HELPERS
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def get_inst_ops_from_blobs(blobs: list[bytes]) -> set[int]:
|
||||
"""Extract all InstOp values from SQTT blobs."""
|
||||
ops = set()
|
||||
for blob in blobs:
|
||||
packets = decode(blob)
|
||||
in_wave = False
|
||||
for p in packets:
|
||||
if isinstance(p, WAVESTART):
|
||||
in_wave = True
|
||||
if in_wave and isinstance(p, INST):
|
||||
ops.add(p.op if isinstance(p.op, int) else p.op.value)
|
||||
if isinstance(p, WAVEEND):
|
||||
in_wave = False
|
||||
return ops
|
||||
|
||||
def run_and_capture(fn, attempts: int = 5) -> tuple[set[int], list[bytes]]:
|
||||
"""Run a function multiple times and collect SQTT traces."""
|
||||
dev = Device["AMD"]
|
||||
all_ops = set()
|
||||
all_blobs = []
|
||||
SQTT_SIMD_SEL.value = 0
|
||||
|
||||
for _ in range(attempts):
|
||||
dev.profile_events.clear()
|
||||
fn()
|
||||
blobs = [ev.blob for ev in dev.profile_events if isinstance(ev, ProfileSQTTEvent)]
|
||||
ops = get_inst_ops_from_blobs(blobs)
|
||||
all_ops.update(ops)
|
||||
all_blobs.extend(blobs)
|
||||
|
||||
return all_ops, all_blobs
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# TENSOR OPERATIONS TO TEST
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
TENSOR_TESTS: dict[str, tuple[str, callable]] = {
|
||||
# Basic arithmetic
|
||||
"add_f32": ("tensor add float32", lambda: (Tensor.rand(1024) + Tensor.rand(1024)).realize()),
|
||||
"mul_f32": ("tensor mul float32", lambda: (Tensor.rand(1024) * Tensor.rand(1024)).realize()),
|
||||
"sub_f32": ("tensor sub float32", lambda: (Tensor.rand(1024) - Tensor.rand(1024)).realize()),
|
||||
"div_f32": ("tensor div float32", lambda: (Tensor.rand(1024) / (Tensor.rand(1024) + 0.1)).realize()),
|
||||
|
||||
# Transcendental
|
||||
"exp_f32": ("tensor exp float32", lambda: Tensor.rand(1024).exp().realize()),
|
||||
"log_f32": ("tensor log float32", lambda: (Tensor.rand(1024) + 0.1).log().realize()),
|
||||
"sqrt_f32": ("tensor sqrt float32", lambda: Tensor.rand(1024).sqrt().realize()),
|
||||
"sin_f32": ("tensor sin float32", lambda: Tensor.rand(1024).sin().realize()),
|
||||
"cos_f32": ("tensor cos float32", lambda: Tensor.rand(1024).cos().realize()),
|
||||
"tanh_f32": ("tensor tanh float32", lambda: Tensor.rand(1024).tanh().realize()),
|
||||
"sigmoid_f32": ("tensor sigmoid float32", lambda: Tensor.rand(1024).sigmoid().realize()),
|
||||
|
||||
# Reductions
|
||||
"sum_f32": ("tensor sum float32", lambda: Tensor.rand(1024).sum().realize()),
|
||||
"max_f32": ("tensor max float32", lambda: Tensor.rand(1024).max().realize()),
|
||||
"mean_f32": ("tensor mean float32", lambda: Tensor.rand(1024).mean().realize()),
|
||||
|
||||
# Matmul - small
|
||||
"matmul_small": ("matmul 32x32", lambda: (Tensor.rand(32, 32) @ Tensor.rand(32, 32)).realize()),
|
||||
|
||||
# Matmul - medium (might use WMMA)
|
||||
"matmul_medium": ("matmul 128x128", lambda: (Tensor.rand(128, 128) @ Tensor.rand(128, 128)).realize()),
|
||||
|
||||
# Matmul - larger (more likely to use WMMA)
|
||||
"matmul_large": ("matmul 256x256", lambda: (Tensor.rand(256, 256) @ Tensor.rand(256, 256)).realize()),
|
||||
|
||||
# Different dtypes
|
||||
"add_f16": ("tensor add float16", lambda: (Tensor.rand(1024, dtype=dtypes.float16) + Tensor.rand(1024, dtype=dtypes.float16)).realize()),
|
||||
"mul_f16": ("tensor mul float16", lambda: (Tensor.rand(1024, dtype=dtypes.float16) * Tensor.rand(1024, dtype=dtypes.float16)).realize()),
|
||||
"matmul_f16": ("matmul float16 128x128", lambda: (Tensor.rand(128, 128, dtype=dtypes.float16) @ Tensor.rand(128, 128, dtype=dtypes.float16)).realize()),
|
||||
|
||||
# Integer ops
|
||||
"add_i32": ("tensor add int32", lambda: (Tensor.randint(1024, high=1000) + Tensor.randint(1024, high=1000)).realize()),
|
||||
"mul_i32": ("tensor mul int32", lambda: (Tensor.randint(1024, high=100) * Tensor.randint(1024, high=100)).realize()),
|
||||
|
||||
# Bitwise
|
||||
"and_i32": ("tensor bitwise and", lambda: (Tensor.randint(1024, high=1000) & Tensor.randint(1024, high=1000)).realize()),
|
||||
"or_i32": ("tensor bitwise or", lambda: (Tensor.randint(1024, high=1000) | Tensor.randint(1024, high=1000)).realize()),
|
||||
"xor_i32": ("tensor bitwise xor", lambda: (Tensor.randint(1024, high=1000) ^ Tensor.randint(1024, high=1000)).realize()),
|
||||
"lshift_i32": ("tensor left shift", lambda: (Tensor.randint(1024, high=1000) << 2).realize()),
|
||||
"rshift_i32": ("tensor right shift", lambda: (Tensor.randint(1024, high=1000) >> 2).realize()),
|
||||
|
||||
# Comparisons
|
||||
"cmp_eq": ("tensor compare eq", lambda: (Tensor.rand(1024) == 0.5).realize()),
|
||||
"cmp_lt": ("tensor compare lt", lambda: (Tensor.rand(1024) < 0.5).realize()),
|
||||
"cmp_gt": ("tensor compare gt", lambda: (Tensor.rand(1024) > 0.5).realize()),
|
||||
|
||||
# Where/select
|
||||
"where": ("tensor where", lambda: Tensor.rand(1024).where(Tensor.rand(1024), Tensor.rand(1024)).realize()),
|
||||
|
||||
# Reshaping/movement (may not generate interesting ops but let's check)
|
||||
"reshape": ("tensor reshape", lambda: Tensor.rand(32, 32).reshape(16, 64).realize()),
|
||||
"permute": ("tensor permute", lambda: Tensor.rand(32, 32).permute(1, 0).contiguous().realize()),
|
||||
"expand": ("tensor expand", lambda: Tensor.rand(1, 32).expand(32, 32).contiguous().realize()),
|
||||
|
||||
# Pad
|
||||
"pad": ("tensor pad", lambda: Tensor.rand(30, 30).pad(((1, 1), (1, 1))).realize()),
|
||||
|
||||
# Conv2D - small
|
||||
"conv2d_small": ("conv2d 3x3", lambda: Tensor.rand(1, 3, 32, 32).conv2d(Tensor.rand(8, 3, 3, 3)).realize()),
|
||||
|
||||
# Conv2D - larger
|
||||
"conv2d_medium": ("conv2d 3x3 64ch", lambda: Tensor.rand(1, 64, 32, 32).conv2d(Tensor.rand(64, 64, 3, 3)).realize()),
|
||||
|
||||
# Pooling
|
||||
"maxpool": ("max pool 2x2", lambda: Tensor.rand(1, 3, 32, 32).max_pool2d((2, 2)).realize()),
|
||||
"avgpool": ("avg pool 2x2", lambda: Tensor.rand(1, 3, 32, 32).avg_pool2d((2, 2)).realize()),
|
||||
|
||||
# Softmax
|
||||
"softmax": ("softmax", lambda: Tensor.rand(32, 128).softmax().realize()),
|
||||
|
||||
# LayerNorm-like
|
||||
"layernorm": ("layer norm pattern", lambda: _layernorm(Tensor.rand(32, 128))),
|
||||
|
||||
# BatchNorm-like
|
||||
"batchnorm": ("batch norm pattern", lambda: _batchnorm(Tensor.rand(1, 64, 32, 32))),
|
||||
|
||||
# Dropout-like (during training)
|
||||
"dropout": ("dropout pattern", lambda: (Tensor.rand(1024) * (Tensor.rand(1024) > 0.5)).realize()),
|
||||
|
||||
# Cast operations
|
||||
"cast_f32_to_f16": ("cast f32->f16", lambda: Tensor.rand(1024).cast(dtypes.float16).realize()),
|
||||
"cast_f16_to_f32": ("cast f16->f32", lambda: Tensor.rand(1024, dtype=dtypes.float16).cast(dtypes.float32).realize()),
|
||||
"cast_f32_to_i32": ("cast f32->i32", lambda: (Tensor.rand(1024) * 100).cast(dtypes.int32).realize()),
|
||||
"cast_i32_to_f32": ("cast i32->f32", lambda: Tensor.randint(1024, high=100).cast(dtypes.float32).realize()),
|
||||
|
||||
# Clamp/clip
|
||||
"clamp": ("tensor clamp", lambda: Tensor.rand(1024).clamp(0.2, 0.8).realize()),
|
||||
|
||||
# Abs/neg
|
||||
"abs": ("tensor abs", lambda: (Tensor.rand(1024) - 0.5).abs().realize()),
|
||||
"neg": ("tensor neg", lambda: (-Tensor.rand(1024)).realize()),
|
||||
|
||||
# Reciprocal
|
||||
"recip": ("tensor reciprocal", lambda: (Tensor.rand(1024) + 0.1).reciprocal().realize()),
|
||||
|
||||
# Power
|
||||
"pow2": ("tensor pow 2", lambda: (Tensor.rand(1024) ** 2).realize()),
|
||||
"pow3": ("tensor pow 3", lambda: (Tensor.rand(1024) ** 3).realize()),
|
||||
}
|
||||
|
||||
def _layernorm(x: Tensor) -> Tensor:
|
||||
"""Simple layer normalization pattern."""
|
||||
mean = x.mean(axis=-1, keepdim=True)
|
||||
var = ((x - mean) ** 2).mean(axis=-1, keepdim=True)
|
||||
return ((x - mean) / (var + 1e-5).sqrt()).realize()
|
||||
|
||||
def _batchnorm(x: Tensor) -> Tensor:
|
||||
"""Simple batch normalization pattern."""
|
||||
mean = x.mean(axis=(0, 2, 3), keepdim=True)
|
||||
var = ((x - mean) ** 2).mean(axis=(0, 2, 3), keepdim=True)
|
||||
return ((x - mean) / (var + 1e-5).sqrt()).realize()
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# DISCOVERY
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def discover_all_instops() -> tuple[dict[int, set[str]], dict[str, Exception]]:
|
||||
"""Run all tensor tests and collect InstOp values."""
|
||||
discovered: dict[int, set[str]] = {}
|
||||
failures: dict[str, Exception] = {}
|
||||
|
||||
for test_name, (desc, fn) in TENSOR_TESTS.items():
|
||||
try:
|
||||
ops, blobs = run_and_capture(fn)
|
||||
|
||||
for op in ops:
|
||||
if op not in discovered:
|
||||
discovered[op] = set()
|
||||
discovered[op].add(test_name)
|
||||
|
||||
if DEBUG >= 1:
|
||||
status = colored("✓", "green") if ops else colored("∅", "yellow")
|
||||
ops_str = ", ".join(hex(op) for op in sorted(ops)) if ops else "none"
|
||||
print(f" {status} {test_name:25s} [{desc:25s}] ops=[{ops_str}]")
|
||||
|
||||
if DEBUG >= 2 and blobs:
|
||||
# Show first wave trace
|
||||
for blob in blobs[:1]:
|
||||
packets = decode(blob)
|
||||
print(f" First blob: {len(blob)} bytes, {len(packets)} packets")
|
||||
|
||||
except Exception as e:
|
||||
failures[test_name] = e
|
||||
if DEBUG >= 1:
|
||||
print(f" {colored('✗', 'red')} {test_name:25s} FAILED: {e}")
|
||||
|
||||
return discovered, failures
|
||||
|
||||
|
||||
def print_summary(discovered: dict[int, set[str]], failures: dict[str, Exception]) -> None:
|
||||
"""Print discovery summary."""
|
||||
known_ops = {e.value for e in InstOp}
|
||||
discovered_ops = set(discovered.keys())
|
||||
|
||||
print("\n" + "=" * 70)
|
||||
print("DISCOVERED INSTOP VALUES FROM TINYGRAD KERNELS")
|
||||
print("=" * 70)
|
||||
|
||||
for op in sorted(discovered_ops):
|
||||
try:
|
||||
name = InstOp(op).name
|
||||
status = colored("known", "green")
|
||||
except ValueError:
|
||||
name = "UNKNOWN"
|
||||
status = colored("NEW!", "yellow")
|
||||
|
||||
sources = ", ".join(sorted(discovered[op]))
|
||||
# Truncate sources if too long
|
||||
if len(sources) > 60:
|
||||
sources = sources[:57] + "..."
|
||||
print(f" 0x{op:02x} {name:20s} ({status}) <- {sources}")
|
||||
|
||||
# New values to add
|
||||
new_ops = discovered_ops - known_ops
|
||||
if new_ops:
|
||||
print("\n" + "=" * 70)
|
||||
print(colored("NEW INSTOP VALUES TO ADD TO ENUM", "yellow"))
|
||||
print("=" * 70)
|
||||
for op in sorted(new_ops):
|
||||
sources = ", ".join(sorted(discovered[op]))
|
||||
print(f" 0x{op:02x}: discovered from [{sources}]")
|
||||
|
||||
# Missing from enum (not discovered)
|
||||
missing = known_ops - discovered_ops
|
||||
if missing:
|
||||
print("\n" + "=" * 70)
|
||||
print("ENUM VALUES NOT DISCOVERED (may need specific instruction patterns)")
|
||||
print("=" * 70)
|
||||
for op in sorted(missing):
|
||||
print(f" 0x{op:02x} {InstOp(op).name}")
|
||||
|
||||
# Stats
|
||||
print("\n" + "=" * 70)
|
||||
print("STATISTICS")
|
||||
print("=" * 70)
|
||||
print(f" Tests run: {len(TENSOR_TESTS)}")
|
||||
print(f" Tests passed: {len(TENSOR_TESTS) - len(failures)}")
|
||||
print(f" Tests failed: {len(failures)}")
|
||||
print(f" Known ops: {len(known_ops)}")
|
||||
print(f" Discovered: {len(discovered_ops)}")
|
||||
if known_ops:
|
||||
coverage = len(discovered_ops & known_ops)
|
||||
print(f" Coverage: {coverage}/{len(known_ops)} ({100*coverage//len(known_ops)}%)")
|
||||
print(f" New ops found: {len(new_ops)}")
|
||||
|
||||
if failures:
|
||||
print("\n" + "=" * 70)
|
||||
print("FAILURES")
|
||||
print("=" * 70)
|
||||
for name, e in failures.items():
|
||||
print(f" {name}: {e}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
print("=" * 70)
|
||||
print("SQTT InstOp Discovery from Tinygrad Kernels")
|
||||
print("=" * 70)
|
||||
print(f"Testing {len(TENSOR_TESTS)} tensor operations...\n")
|
||||
|
||||
discovered, failures = discover_all_instops()
|
||||
print_summary(discovered, failures)
|
||||
@@ -3,7 +3,7 @@
|
||||
import unittest
|
||||
from extra.assembly.amd.autogen.rdna3.ins import *
|
||||
from extra.assembly.amd.dsl import encode_src, RawImm
|
||||
from extra.assembly.amd.asm import detect_format
|
||||
from extra.assembly.amd.decode import detect_format
|
||||
|
||||
class TestMUBUF(unittest.TestCase):
|
||||
"""Test MUBUF (buffer) instructions."""
|
||||
|
||||
@@ -2,7 +2,8 @@
|
||||
"""Test AMD assembler/disassembler against LLVM test vectors."""
|
||||
import unittest, re, subprocess, functools
|
||||
from tinygrad.helpers import fetch
|
||||
from extra.assembly.amd.asm import asm, disasm, detect_format
|
||||
from extra.assembly.amd.asm import asm, disasm
|
||||
from extra.assembly.amd.decode import decode_inst, detect_format
|
||||
from extra.assembly.amd.test.helpers import get_llvm_mc
|
||||
|
||||
LLVM_BASE = "https://raw.githubusercontent.com/llvm/llvm-project/llvmorg-21.1.0/llvm/test/MC/AMDGPU"
|
||||
@@ -92,7 +93,7 @@ def _make_test(f: str, arch: str, test_type: str):
|
||||
to_test = []
|
||||
for _, data in tests:
|
||||
try:
|
||||
decoded = detect_format(data, arch).from_bytes(data)
|
||||
decoded = decode_inst(data, arch)
|
||||
# Skip if roundtrip fails, disasm fails, or op_name is missing (disasm starts with space)
|
||||
if decoded.to_bytes()[:len(data)] == data and (d := disasm(decoded)) and not d.startswith(' '): to_test.append((data, d))
|
||||
except: pass
|
||||
|
||||
@@ -2,7 +2,8 @@
|
||||
"""Roundtrip tests: generate tinygrad kernels, decode instructions, re-encode, verify match."""
|
||||
import unittest, io, sys, re, subprocess, os
|
||||
from extra.assembly.amd.dsl import Inst
|
||||
from extra.assembly.amd.asm import asm, detect_format
|
||||
from extra.assembly.amd.asm import asm
|
||||
from extra.assembly.amd.decode import decode_inst, detect_format
|
||||
from extra.assembly.amd.test.helpers import get_llvm_mc, get_llvm_objdump
|
||||
|
||||
# arch: (mcpu, mattr)
|
||||
|
||||
@@ -1,79 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Tests for SQTT packet codec (no hardware required)."""
|
||||
import unittest
|
||||
from extra.assembly.amd.sqtt import (
|
||||
LAYOUT_HEADER, WAVESTART, WAVEEND, INST, NOP,
|
||||
decode, encode, PACKET_TYPES, OPCODE_TO_CLASS
|
||||
)
|
||||
|
||||
|
||||
class TestSQTTCodec(unittest.TestCase):
|
||||
"""Tests for SQTT encoder/decoder roundtrip."""
|
||||
|
||||
def test_roundtrip_simple(self):
|
||||
"""Test encode/decode roundtrip for simple packets."""
|
||||
test_packets = [
|
||||
LAYOUT_HEADER.from_raw(0x100),
|
||||
WAVESTART.from_raw(0x0),
|
||||
INST.from_raw(0x10), # delta=1
|
||||
INST.from_raw(0x10), # delta=1
|
||||
WAVEEND.from_raw(0x40), # delta=2
|
||||
]
|
||||
encoded = encode(test_packets)
|
||||
decoded = decode(encoded)
|
||||
|
||||
self.assertGreaterEqual(len(decoded), len(test_packets))
|
||||
for i, (orig, dec) in enumerate(zip(test_packets, decoded)):
|
||||
self.assertEqual(type(orig), type(dec), f"type mismatch at {i}")
|
||||
|
||||
def test_decode_empty(self):
|
||||
"""Test decoding empty data."""
|
||||
packets = decode(b'')
|
||||
self.assertEqual(packets, [])
|
||||
|
||||
def test_encode_empty(self):
|
||||
"""Test encoding empty list."""
|
||||
data = encode([])
|
||||
self.assertEqual(data, b'')
|
||||
|
||||
def test_all_packet_types_have_encoding(self):
|
||||
"""All packet types should have an encoding defined."""
|
||||
for pkt_cls in PACKET_TYPES:
|
||||
self.assertIsNotNone(pkt_cls._encoding, f"{pkt_cls.__name__} missing encoding")
|
||||
|
||||
def test_packet_from_raw(self):
|
||||
"""Test creating packets from raw values."""
|
||||
# INST with wave=5, op=0x21, delta=2
|
||||
raw = (0x21 << 13) | (5 << 8) | (2 << 4) | 0b010
|
||||
pkt = INST.from_raw(raw)
|
||||
self.assertEqual(pkt.wave, 5)
|
||||
self.assertEqual(pkt.op, 0x21)
|
||||
self.assertEqual(pkt.delta, 2)
|
||||
|
||||
|
||||
class TestDecodeRealBlob(unittest.TestCase):
|
||||
"""Test decoding real SQTT blobs from examples."""
|
||||
|
||||
def test_decode_example_file(self):
|
||||
"""Test decoding a real SQTT blob from examples."""
|
||||
import pickle
|
||||
from pathlib import Path
|
||||
example_path = Path(__file__).parent.parent.parent.parent / "sqtt/examples/profile_plus_run_0.pkl"
|
||||
if not example_path.exists():
|
||||
self.skipTest(f"Example file not found: {example_path}")
|
||||
|
||||
from tinygrad.runtime.ops_amd import ProfileSQTTEvent
|
||||
with open(example_path, "rb") as f:
|
||||
data = pickle.load(f)
|
||||
|
||||
sqtt_events = [e for e in data if isinstance(e, ProfileSQTTEvent)]
|
||||
self.assertGreater(len(sqtt_events), 0, "No SQTT events in example")
|
||||
|
||||
packets = decode(sqtt_events[0].blob)
|
||||
self.assertGreater(len(packets), 0, "No packets decoded")
|
||||
# First packet should be LAYOUT_HEADER
|
||||
self.assertIsInstance(packets[0], LAYOUT_HEADER)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,545 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Tests for SQTT emulator correctness against known hardware patterns.
|
||||
|
||||
NOTE: This file only tests NOP and VALU behavior. For WMMA/DP/trans tests,
|
||||
see test_sqtt_compare.py.
|
||||
|
||||
Run emulator tests: PYTHONPATH="." python3 extra/assembly/amd/test/test_sqtt_correct.py
|
||||
Run hardware tests: SQTT_HW=1 PYTHONPATH="." python3 extra/assembly/amd/test/test_sqtt_correct.py
|
||||
"""
|
||||
import os
|
||||
import unittest
|
||||
|
||||
USE_HW = os.environ.get("SQTT_HW", "0") == "1"
|
||||
|
||||
if USE_HW:
|
||||
os.environ["SQTT"] = "1"
|
||||
os.environ["PROFILE"] = "1"
|
||||
os.environ["SQTT_LIMIT_SE"] = "2"
|
||||
os.environ["SQTT_TOKEN_EXCLUDE"] = "3784"
|
||||
|
||||
from extra.assembly.amd.emu import SQTTState, decode_program, exec_wave, WaveState, LDSMem
|
||||
from extra.assembly.amd.sqtt import WAVESTART, WAVEEND
|
||||
from extra.assembly.amd.autogen.rdna3.ins import v_mov_b32_e32, v_add_f32_e32, s_nop, s_endpgm, s_delay_alu
|
||||
from extra.assembly.amd.dsl import v
|
||||
|
||||
def assemble(instructions: list) -> bytes:
|
||||
return b''.join(inst.to_bytes() for inst in instructions)
|
||||
|
||||
def wrap_with_nops(instructions: list, nops=16) -> list:
|
||||
return instructions + [s_nop(0)]*nops + [s_endpgm()]
|
||||
|
||||
def get_wave_packets(packets: list) -> list:
|
||||
result, in_wave = [], False
|
||||
for p in packets:
|
||||
if isinstance(p, WAVESTART) and p.simd == 0:
|
||||
in_wave, result = True, [p]
|
||||
elif in_wave:
|
||||
result.append(p)
|
||||
if isinstance(p, WAVEEND): break
|
||||
return result
|
||||
|
||||
def get_timing_deltas(packets: list) -> list[tuple[str, int]]:
|
||||
skip_types = {"NOP", "TS_DELTA_SHORT", "TS_WAVE_STATE", "TS_DELTA_OR_MARK", "TS_DELTA_S5_W2", "TS_DELTA_S5_W3", "TS_DELTA_S8_W3", "REG"}
|
||||
filtered = [p for p in packets if type(p).__name__ not in skip_types]
|
||||
if not filtered: return []
|
||||
result = [(type(filtered[0]).__name__, 0)]
|
||||
for i in range(1, len(filtered)):
|
||||
result.append((type(filtered[i]).__name__, filtered[i]._time - filtered[i-1]._time))
|
||||
return result
|
||||
|
||||
def run_emulator(instructions: list) -> list:
|
||||
code = assemble(instructions)
|
||||
program = decode_program(code)
|
||||
st = WaveState()
|
||||
st.exec_mask = (1 << 32) - 1
|
||||
lds = LDSMem(bytearray(65536))
|
||||
trace = SQTTState(wave_id=0, simd=0, cu=0)
|
||||
exec_wave(program, st, lds, 32, trace)
|
||||
return get_wave_packets(trace.packets)
|
||||
|
||||
def get_all_waves(packets: list) -> list[list]:
|
||||
"""Extract all WAVESTART..WAVEEND ranges on simd 0."""
|
||||
waves, in_wave, current = [], False, []
|
||||
for p in packets:
|
||||
if isinstance(p, WAVESTART) and p.simd == 0:
|
||||
in_wave, current = True, [p]
|
||||
elif in_wave:
|
||||
current.append(p)
|
||||
if isinstance(p, WAVEEND):
|
||||
waves.append(current)
|
||||
in_wave, current = False, []
|
||||
return waves
|
||||
|
||||
def run_hardware(instructions: list) -> list:
|
||||
from extra.assembly.amd.test.test_sqtt_hw import compile_asm_sqtt, run_prg_sqtt_batch
|
||||
from extra.assembly.amd.sqtt import decode
|
||||
from collections import Counter
|
||||
|
||||
prg = compile_asm_sqtt(instructions, alu_only=True)
|
||||
|
||||
for _ in range(10):
|
||||
blobs = run_prg_sqtt_batch(prg, n_runs=200)
|
||||
# Extract all waves from all blobs
|
||||
traces = []
|
||||
for blob in blobs:
|
||||
traces.extend(get_all_waves(decode(blob)))
|
||||
if not traces:
|
||||
continue
|
||||
# Find most common pattern
|
||||
delta_sets = [tuple(get_timing_deltas(t)) for t in traces]
|
||||
most_common = Counter(delta_sets).most_common(1)[0][0]
|
||||
for t in traces:
|
||||
if tuple(get_timing_deltas(t)) == most_common:
|
||||
return t
|
||||
return []
|
||||
|
||||
def run_sqtt(instructions: list, nops: int = 16) -> list:
|
||||
instructions = wrap_with_nops(instructions, nops=nops)
|
||||
return run_hardware(instructions) if USE_HW else run_emulator(instructions)
|
||||
|
||||
def get_deltas(instructions: list) -> tuple[list[int], list[int]]:
|
||||
"""Run and return (issue deltas, exec deltas).
|
||||
Issue = IMMEDIATE + VALUINST, Exec = ALUEXEC.
|
||||
Deltas are between consecutive packets of same stream."""
|
||||
deltas = get_timing_deltas(run_sqtt(instructions))
|
||||
time = 0
|
||||
issue_times, exec_times = [], []
|
||||
for ptype, delta in deltas:
|
||||
time += delta
|
||||
if ptype in ('IMMEDIATE', 'VALUINST'):
|
||||
issue_times.append(time)
|
||||
elif ptype == 'ALUEXEC':
|
||||
exec_times.append(time)
|
||||
issue = [issue_times[i] - issue_times[i-1] for i in range(1, len(issue_times))]
|
||||
execd = [exec_times[i] - exec_times[i-1] for i in range(1, len(exec_times))]
|
||||
return issue, execd
|
||||
|
||||
# ************************************ tests ************************************
|
||||
|
||||
class TestVALUChains(unittest.TestCase):
|
||||
"""VALU dependency chains."""
|
||||
def _chain(self, n, expected_issue, expected_exec):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0)] + [v_add_f32_e32(v[i], v[i-1], v[i-1]) for i in range(1, n)]
|
||||
issue, execd = get_deltas(instrs)
|
||||
self.assertEqual(issue[:n-1], expected_issue)
|
||||
if isinstance(expected_exec[0], list): self.assertIn(execd, expected_exec)
|
||||
else: self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_chain_2(self): self._chain(2, [1], [6])
|
||||
def test_chain_3(self): self._chain(3, [1, 1], [6, 5])
|
||||
def test_chain_4(self): self._chain(4, [1, 1, 1], [6, 5, 5])
|
||||
def test_chain_5(self): self._chain(5, [1, 1, 1, 1], [6, 5, 5, 9])
|
||||
def test_chain_6(self): self._chain(6, [1, 1, 1, 1, 1], [6, 5, 5, 9, 9])
|
||||
def test_chain_7(self): self._chain(7, [1, 1, 1, 1, 1, 1], [6, 5, 5, 5, 9, 9])
|
||||
def test_chain_8(self): self._chain(8, [1, 1, 1, 1, 1, 1, 1], [6, 5, 5, 5, 9, 9, 9])
|
||||
# NOTE: position 8 can be 5 or 9 depending on GPU variant
|
||||
def test_chain_12(self): self._chain(12, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [[6, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9], [6, 5, 5, 5, 5, 9, 9, 9, 5, 9, 9]])
|
||||
def test_chain_14(self): self._chain(14, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [[6, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9, 9, 9], [6, 5, 5, 5, 5, 9, 9, 9, 5, 9, 9, 9, 9]])
|
||||
# issue stalls start here
|
||||
def test_chain_15(self): self._chain(15, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3], [[6, 5, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9, 9, 9], [6, 5, 5, 5, 5, 5, 9, 9, 5, 9, 9, 9, 9, 9]])
|
||||
def test_chain_16(self): self._chain(16, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 5], [[6, 5, 5, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9, 9, 9], [6, 5, 5, 5, 5, 5, 5, 9, 5, 9, 9, 9, 9, 9, 9]])
|
||||
def test_chain_18(self): self._chain(18, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 5, 5, 5], [6, 5, 5, 5, 5, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9, 9, 9])
|
||||
def test_chain_20(self): self._chain(20, [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 5, 5, 5, 5, 5], [6, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 9, 9, 9, 9, 9, 9, 9, 9])
|
||||
|
||||
|
||||
class TestVALUChainsWithWarmup(unittest.TestCase):
|
||||
"""VALU dependency chains with early VALUs to isolate warmup effects."""
|
||||
# just the first stupid VALU takes 6
|
||||
def _chain(self, n, warmup=True):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), s_nop(100)] if warmup else [s_nop(100)]
|
||||
instrs += [v_mov_b32_e32(v[0], 1.0)] + [v_add_f32_e32(v[i], v[i-1], v[i-1]) for i in range(1, n)]
|
||||
issue, execd = get_deltas(instrs)
|
||||
return execd[1:] if warmup else execd
|
||||
|
||||
def test_warmup_chain_2(self): self.assertEqual(self._chain(2), [5])
|
||||
def test_warmup_chain_3(self): self.assertEqual(self._chain(3), [5, 5])
|
||||
def test_warmup_chain_4(self): self.assertEqual(self._chain(4), [5, 5, 5])
|
||||
def test_warmup_chain_5(self): self.assertEqual(self._chain(5), [5, 5, 5, 9])
|
||||
def test_warmup_chain_6(self): self.assertEqual(self._chain(6), [5, 5, 5, 5, 9])
|
||||
def test_warmup_chain_7(self): self.assertEqual(self._chain(7), [5, 5, 5, 5, 9, 9])
|
||||
def test_warmup_chain_8(self): self.assertEqual(self._chain(8), [5, 5, 5, 5, 9, 9, 9])
|
||||
|
||||
def test_cold_chain_2(self): self.assertEqual(self._chain(2, False), [6])
|
||||
def test_cold_chain_3(self): self.assertEqual(self._chain(3, False), [6, 5])
|
||||
def test_cold_chain_4(self): self.assertEqual(self._chain(4, False), [6, 5, 5])
|
||||
def test_cold_chain_5(self): self.assertEqual(self._chain(5, False), [6, 5, 5, 9])
|
||||
def test_cold_chain_6(self): self.assertEqual(self._chain(6, False), [6, 5, 5, 9, 9])
|
||||
def test_cold_chain_7(self): self.assertEqual(self._chain(7, False), [6, 5, 5, 5, 9, 9])
|
||||
def test_cold_chain_8(self): self.assertEqual(self._chain(8, False), [6, 5, 5, 5, 9, 9, 9])
|
||||
|
||||
|
||||
class TestVALUIndependent(unittest.TestCase):
|
||||
"""Independent VALU instructions."""
|
||||
def _ind(self, n, expected_exec):
|
||||
instrs = [v_mov_b32_e32(v[i], float(i)) for i in range(n)]
|
||||
issue, execd = get_deltas(instrs)
|
||||
self.assertEqual(issue[:n-1], [1]*(n-1))
|
||||
self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_ind_2(self): self._ind(2, [1])
|
||||
def test_ind_3(self): self._ind(3, [1, 1])
|
||||
def test_ind_4(self): self._ind(4, [1, 1, 1])
|
||||
def test_ind_5(self): self._ind(5, [1, 1, 1, 1])
|
||||
def test_ind_6(self): self._ind(6, [1, 1, 1, 1, 1])
|
||||
def test_ind_7(self): self._ind(7, [1, 1, 1, 1, 1, 1])
|
||||
def test_ind_8(self): self._ind(8, [1, 1, 1, 1, 1, 1, 1])
|
||||
|
||||
|
||||
class TestForwardingGap(unittest.TestCase):
|
||||
"""Producer + N independent instructions + consumer - tests forwarding window."""
|
||||
def _exec_deltas(self, n_gap):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0)]
|
||||
instrs += [v_mov_b32_e32(v[10+i], float(i)) for i in range(n_gap)]
|
||||
instrs += [v_add_f32_e32(v[1], v[0], v[0])]
|
||||
_, execd = get_deltas(instrs)
|
||||
return execd
|
||||
|
||||
def test_gap0(self): self.assertEqual(self._exec_deltas(0), [6])
|
||||
def test_gap1(self): self.assertEqual(self._exec_deltas(1), [1, 5])
|
||||
def test_gap2(self): self.assertEqual(self._exec_deltas(2), [1, 1, 4])
|
||||
def test_gap3(self): self.assertIn(self._exec_deltas(3), [[1, 1, 1, 3], [1, 1, 1, 4]])
|
||||
def test_gap4(self): self.assertIn(self._exec_deltas(4), [[1, 1, 1, 1, 3], [1, 1, 1, 1, 4]])
|
||||
def test_gap5(self): self.assertEqual(self._exec_deltas(5), [1, 1, 1, 1, 1, 4]) # anomaly
|
||||
def test_gap6(self): self.assertEqual(self._exec_deltas(6), [1, 1, 1, 1, 1, 1, 3])
|
||||
def test_gap7(self): self.assertEqual(self._exec_deltas(7), [1, 1, 1, 1, 1, 1, 1, 3])
|
||||
def test_gap8(self): self.assertEqual(self._exec_deltas(8), [1, 1, 1, 1, 1, 1, 1, 1, 3])
|
||||
def test_gap9(self): self.assertEqual(self._exec_deltas(9), [1, 1, 1, 1, 1, 1, 1, 1, 1, 3])
|
||||
|
||||
|
||||
class TestChainWithIndependentGap(unittest.TestCase):
|
||||
"""Chain of dependent VALUs with independent VALUs inserted before the last one.
|
||||
|
||||
Hardware observation: In a chain v0->v1->v2->v3->v4, if we insert N independent VALUs
|
||||
before v4, the forwarding behavior changes:
|
||||
- 0-1 independent VALUs: v4 cannot forward from v3 (delta=9)
|
||||
- 2+ independent VALUs: v4 can forward from v3 (delta=5)
|
||||
|
||||
This suggests forwarding eligibility depends on whether the direct source is in the ALU
|
||||
at issue time, not just at dispatch time.
|
||||
"""
|
||||
def _chain5_gap(self, n_ind):
|
||||
"""Chain v0->v1->v2->v3->v4 with N independent VALUs before v4. Returns v3->v4 delta."""
|
||||
instrs = [s_nop(100),
|
||||
v_mov_b32_e32(v[0], 1.0),
|
||||
v_mov_b32_e32(v[1], v[0]),
|
||||
v_mov_b32_e32(v[2], v[1]),
|
||||
v_mov_b32_e32(v[3], v[2])]
|
||||
instrs += [v_mov_b32_e32(v[10+i], float(i)) for i in range(n_ind)]
|
||||
instrs += [v_mov_b32_e32(v[4], v[3])]
|
||||
_, execd = get_deltas(instrs)
|
||||
# Chain execs are at indices 0,1,2,3 and last one. Independent ones are in between.
|
||||
# v3->v4 delta = last exec time - 4th exec time (index 3)
|
||||
# With n_ind independent VALUs, execd has 4 + n_ind entries
|
||||
# We want delta between exec[3] (v3) and exec[4+n_ind-1] (v4)
|
||||
# Actually execd is already deltas, so we need absolute times
|
||||
time, exec_times = 0, []
|
||||
packets = run_sqtt(instrs)
|
||||
for ptype, delta in get_timing_deltas(packets):
|
||||
time += delta
|
||||
if ptype == 'ALUEXEC': exec_times.append(time)
|
||||
# v0,v1,v2,v3 are first 4, v4 is last
|
||||
return exec_times[-1] - exec_times[3]
|
||||
|
||||
def test_gap0(self): self.assertEqual(self._chain5_gap(0), 9)
|
||||
def test_gap1(self): self.assertEqual(self._chain5_gap(1), 9)
|
||||
def test_gap2(self): self.assertEqual(self._chain5_gap(2), 5)
|
||||
def test_gap3(self): self.assertEqual(self._chain5_gap(3), 5)
|
||||
def test_gap4(self): self.assertEqual(self._chain5_gap(4), 5)
|
||||
|
||||
|
||||
class TestVALULatency(unittest.TestCase):
|
||||
"""VALU latency depends on VGPR source reads.
|
||||
6 cycles: no VGPR source (constant only), stays 6 regardless of warmup
|
||||
8-11 cycles: VGPR source read, decreases with warmup (11->10->9->8)
|
||||
s_nop(0) after VALU immediately drops VGPR read latency to 8
|
||||
Anomalies:
|
||||
- 7 consecutive VALUs (no s_nop) causes +1 cycle penalty
|
||||
- n=0 or n=3 const VALUs + nop + vgpr = 9 cycles (not 8)
|
||||
"""
|
||||
def _get_latency(self, instrs):
|
||||
if not isinstance(instrs, list): instrs = [instrs]
|
||||
packets = run_sqtt(instrs)
|
||||
deltas = get_timing_deltas(packets)
|
||||
time, valu_times, exec_times = 0, [], []
|
||||
for ptype, delta in deltas:
|
||||
time += delta
|
||||
if ptype == 'VALUINST': valu_times.append(time)
|
||||
if ptype == 'ALUEXEC': exec_times.append(time)
|
||||
return exec_times[-1] - valu_times[-1] if valu_times and exec_times else None
|
||||
|
||||
# 6-cycle latency: no VGPR source (constant), always 6
|
||||
def test_const_single(self): self.assertEqual(self._get_latency(v_mov_b32_e32(v[0], 1.0)), 6)
|
||||
def test_const_literal(self): self.assertEqual(self._get_latency(v_mov_b32_e32(v[0], 565.0)), 6)
|
||||
def test_const_after_const(self): self.assertEqual(self._get_latency([v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[1], 2.0)]), 6)
|
||||
def test_const_after_nop(self): self.assertEqual(self._get_latency([v_mov_b32_e32(v[0], 1.0), s_nop(0), v_mov_b32_e32(v[1], 2.0)]), 6)
|
||||
|
||||
# VGPR read latency: cold start = 9
|
||||
def test_vgpr_cold(self): self.assertEqual(self._get_latency(v_mov_b32_e32(v[0], v[1])), 9)
|
||||
|
||||
# VGPR read latency: warmup decreases 11->10->9->8
|
||||
def _vgpr_after_n_const(self, n):
|
||||
return self._get_latency([v_mov_b32_e32(v[i], float(i)) for i in range(n)] + [v_mov_b32_e32(v[10], v[99])])
|
||||
def test_vgpr_after_1_const(self): self.assertEqual(self._vgpr_after_n_const(1), 11)
|
||||
def test_vgpr_after_2_const(self): self.assertEqual(self._vgpr_after_n_const(2), 10)
|
||||
def test_vgpr_after_3_const(self): self.assertEqual(self._vgpr_after_n_const(3), 9)
|
||||
def test_vgpr_after_4_const(self): self.assertIn(self._vgpr_after_n_const(4), [8, 9])
|
||||
def test_vgpr_after_5_const(self): self.assertIn(self._vgpr_after_n_const(5), [8, 9])
|
||||
def test_vgpr_after_6_const(self): self.assertEqual(self._vgpr_after_n_const(6), 9) # anomaly
|
||||
def test_vgpr_after_7_const(self): self.assertEqual(self._vgpr_after_n_const(7), 8)
|
||||
def test_vgpr_after_8_const(self): self.assertEqual(self._vgpr_after_n_const(8), 8)
|
||||
|
||||
# s_nop(0) immediately drops VGPR read latency to 8 (or 9 on some variants)
|
||||
def test_vgpr_nop_warmup(self): self.assertIn(self._get_latency([v_mov_b32_e32(v[0], 1.0), s_nop(0), v_mov_b32_e32(v[1], v[99])]), [8, 9])
|
||||
|
||||
# s_nop + vgpr read: latency depends on # of const VALUs before nop
|
||||
def _n_const_nop_vgpr(self, n):
|
||||
"""N const VALUs + s_nop(0) + vgpr read."""
|
||||
instrs = [v_mov_b32_e32(v[i], float(i)) for i in range(n)]
|
||||
instrs += [s_nop(0)]
|
||||
instrs += [v_mov_b32_e32(v[10], v[99])]
|
||||
return self._get_latency(instrs)
|
||||
def test_0_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(0), 9)
|
||||
def test_1_const_nop_vgpr(self): self.assertIn(self._n_const_nop_vgpr(1), [8, 9])
|
||||
def test_2_const_nop_vgpr(self): self.assertIn(self._n_const_nop_vgpr(2), [8, 9])
|
||||
def test_3_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(3), 9) # anomaly
|
||||
def test_4_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(4), 8)
|
||||
def test_5_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(5), 8)
|
||||
def test_6_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(6), 8)
|
||||
def test_7_const_nop_vgpr(self): self.assertEqual(self._n_const_nop_vgpr(7), 8)
|
||||
|
||||
|
||||
class TestChainWithNop(unittest.TestCase):
|
||||
"""Dependency chain with s_nop between instructions."""
|
||||
def _test(self, nop_val, expected_issue, expected_exec):
|
||||
issue, execd = get_deltas([v_mov_b32_e32(v[0], 1.0), s_nop(nop_val), v_add_f32_e32(v[1], v[0], v[0])])
|
||||
self.assertEqual(issue[:2], expected_issue)
|
||||
if isinstance(expected_exec[0], list): self.assertIn(execd, expected_exec)
|
||||
else: self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_nop0(self): self._test(0, [3, 1], [[6], [7]])
|
||||
def test_nop1(self): self._test(1, [4, 1], [[7], [8]])
|
||||
def test_nop2(self): self._test(2, [5, 1], [9])
|
||||
def test_nop3(self): self._test(3, [6, 1], [9])
|
||||
def test_nop4(self): self._test(4, [11, 1], [10])
|
||||
def test_nop5(self): self._test(5, [12, 1], [11])
|
||||
|
||||
|
||||
class TestIndWithNop(unittest.TestCase):
|
||||
"""Independent instructions with s_nop between."""
|
||||
def _test(self, nop_val, expected_issue, expected_exec):
|
||||
issue, execd = get_deltas([v_mov_b32_e32(v[0], 1.0), s_nop(nop_val), v_mov_b32_e32(v[1], 2.0)])
|
||||
self.assertEqual(issue[:2], expected_issue)
|
||||
self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_nop0(self): self._test(0, [3, 1], [4])
|
||||
def test_nop1(self): self._test(1, [4, 1], [5])
|
||||
def test_nop3(self): self._test(3, [6, 1], [7])
|
||||
def test_nop4(self): self._test(4, [11, 1], [8])
|
||||
def test_nop5(self): self._test(5, [12, 1], [9])
|
||||
|
||||
|
||||
class TestChain3NopMid(unittest.TestCase):
|
||||
"""3-instruction chain with s_nop in middle."""
|
||||
def _test(self, nop_val, expected_issue, expected_exec):
|
||||
issue, execd = get_deltas([
|
||||
v_mov_b32_e32(v[0], 1.0), v_add_f32_e32(v[1], v[0], v[0]),
|
||||
s_nop(nop_val), v_add_f32_e32(v[2], v[1], v[1])])
|
||||
self.assertEqual(issue[:3], expected_issue)
|
||||
self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_nop0(self): self._test(0, [1, 3, 1], [6, 5])
|
||||
def test_nop1(self): self._test(1, [1, 4, 1], [6, 5])
|
||||
def test_nop2(self): self._test(2, [1, 5, 1], [6, 5])
|
||||
def test_nop3(self): self._test(3, [1, 10, 1], [6, 5])
|
||||
|
||||
|
||||
class TestInd3NopMid(unittest.TestCase):
|
||||
"""3 independent instructions with s_nop in middle."""
|
||||
def _test(self, nop_val, expected_issue, expected_exec):
|
||||
issue, execd = get_deltas([
|
||||
v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[1], 2.0),
|
||||
s_nop(nop_val), v_mov_b32_e32(v[2], 3.0)])
|
||||
self.assertEqual(issue[:3], expected_issue)
|
||||
self.assertEqual(execd, expected_exec)
|
||||
|
||||
def test_nop0(self): self._test(0, [1, 3, 1], [1, 4])
|
||||
def test_nop1(self): self._test(1, [1, 4, 1], [1, 5])
|
||||
def test_nop2(self): self._test(2, [1, 5, 1], [1, 6])
|
||||
def test_nop3(self): self._test(3, [1, 10, 1], [1, 7])
|
||||
|
||||
|
||||
class TestSNopDelay(unittest.TestCase):
|
||||
"""Single s_nop delay between two independent v_movs.
|
||||
s_nop(n) delays n+1 cycles, plus +4 extra for n in [11, 22].
|
||||
Exec delta = n + 4 (baseline) + 4 (if 11 <= n <= 22)."""
|
||||
def _test(self, n, expected):
|
||||
_, execd = get_deltas([v_mov_b32_e32(v[0], 1.0), s_nop(n), v_mov_b32_e32(v[1], 2.0)])
|
||||
if isinstance(expected, list): self.assertIn(execd[0], expected)
|
||||
else: self.assertEqual(execd, [expected])
|
||||
|
||||
def test_snop_0(self): self._test(0, 4)
|
||||
def test_snop_1(self): self._test(1, 5)
|
||||
def test_snop_2(self): self._test(2, 6)
|
||||
def test_snop_3(self): self._test(3, 7)
|
||||
def test_snop_4(self): self._test(4, 8)
|
||||
def test_snop_5(self): self._test(5, 9)
|
||||
def test_snop_6(self): self._test(6, 10)
|
||||
def test_snop_7(self): self._test(7, 11)
|
||||
def test_snop_10(self): self._test(10, 14)
|
||||
def test_snop_11(self): self._test(11, 19) # +4 extra starts here
|
||||
def test_snop_15(self): self._test(15, 23)
|
||||
def test_snop_22(self): self._test(22, 30) # +4 extra ends here
|
||||
def test_snop_23(self): self._test(23, 27)
|
||||
def test_snop_31(self): self._test(31, 35)
|
||||
def test_snop_32(self): self._test(32, 36)
|
||||
def test_snop_63(self): self._test(63, [67, 71])
|
||||
|
||||
|
||||
class TestVALUExecWithNop(unittest.TestCase):
|
||||
"""Single VALU followed by s_nop - measures VALUINST to ALUEXEC delay."""
|
||||
def _get_delay(self, instrs, nops=16):
|
||||
deltas = get_timing_deltas(run_sqtt(instrs, nops=nops))
|
||||
time, valu_time, exec_time = 0, None, None
|
||||
for ptype, delta in deltas:
|
||||
time += delta
|
||||
if ptype == 'VALUINST' and valu_time is None: valu_time = time
|
||||
if ptype == 'ALUEXEC' and exec_time is None: exec_time = time
|
||||
return exec_time - valu_time
|
||||
|
||||
# Boundary: s_nop(0-3) = 6 cycles, s_nop(4+) = 10 cycles
|
||||
def test_nop0(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(0)]), 6)
|
||||
def test_nop1(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(1)]), 6)
|
||||
def test_nop2(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(2)]), 6)
|
||||
def test_nop3(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(3)]), 6)
|
||||
def test_nop4(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(4)]), 10)
|
||||
def test_nop5(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(5)]), 10)
|
||||
def test_nop6(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(6)]), 10)
|
||||
def test_nop7(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(7)]), 10)
|
||||
def test_nop8(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(8)]), 10)
|
||||
def test_nop9(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(9)]), 10)
|
||||
def test_nop10(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(10)]), 10)
|
||||
# No nop = slow path, one s_nop(0) padding = fast path
|
||||
def test_no_padding(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0)], nops=0), 10)
|
||||
def test_one_padding(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0)], nops=1), 6)
|
||||
# Multiple s_nop(0)s don't accumulate - still fast path
|
||||
def test_nop0_x2(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(0), s_nop(0)]), 6)
|
||||
# First nop determines path: s_nop(0) then s_nop(4) = fast, s_nop(4) then s_nop(0) = slow
|
||||
def test_nop0_nop4(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(0), s_nop(4)]), 6)
|
||||
def test_nop4_nop0(self): self.assertEqual(self._get_delay([v_mov_b32_e32(v[0], 1.0), s_nop(4), s_nop(0)]), 10)
|
||||
|
||||
|
||||
class TestDelayALU(unittest.TestCase):
|
||||
"""s_delay_alu behavior - helps understand hardware pipeline latencies.
|
||||
|
||||
s_delay_alu(simm16) where simm16 encodes:
|
||||
instid0[3:0] = dependency on VALU N instructions back (1-4), 0=none
|
||||
skip[6:4] = skip count for second dependency
|
||||
instid1[10:7] = second dependency
|
||||
|
||||
Key insight: s_delay_alu tells hardware to wait for a previous VALU to complete.
|
||||
The hardware determines how many cycles to stall based on pipeline state.
|
||||
"""
|
||||
def _exec_delta(self, instrs):
|
||||
"""Return exec delta for last instruction."""
|
||||
_, execd = get_deltas(instrs)
|
||||
return execd[-1] if execd else None
|
||||
|
||||
# Direct dependency (producer -> consumer), instid0=1 means "wait for VALU 1 back"
|
||||
def test_direct_no_delay(self):
|
||||
# Without s_delay_alu: 6 cycles
|
||||
self.assertEqual(self._exec_delta([v_mov_b32_e32(v[0], 1.0), v_add_f32_e32(v[1], v[0], v[0])]), 6)
|
||||
|
||||
def test_direct_delay1(self):
|
||||
# With s_delay_alu(instid0=1): 7-8 cycles (+1 from the delay instruction)
|
||||
self.assertIn(self._exec_delta([v_mov_b32_e32(v[0], 1.0), s_delay_alu(simm16=1), v_add_f32_e32(v[1], v[0], v[0])]), [7, 8])
|
||||
|
||||
def test_direct_delay2(self):
|
||||
# instid0=2 doesn't apply (only 1 VALU back), so no extra delay
|
||||
self.assertEqual(self._exec_delta([v_mov_b32_e32(v[0], 1.0), s_delay_alu(simm16=2), v_add_f32_e32(v[1], v[0], v[0])]), 6)
|
||||
|
||||
def test_direct_delay3(self):
|
||||
self.assertEqual(self._exec_delta([v_mov_b32_e32(v[0], 1.0), s_delay_alu(simm16=3), v_add_f32_e32(v[1], v[0], v[0])]), 6)
|
||||
|
||||
def test_direct_delay4(self):
|
||||
self.assertEqual(self._exec_delta([v_mov_b32_e32(v[0], 1.0), s_delay_alu(simm16=4), v_add_f32_e32(v[1], v[0], v[0])]), 6)
|
||||
|
||||
# With 1 independent instruction between producer and consumer
|
||||
def test_gap1_delay1(self):
|
||||
# instid0=1 waits for the independent instruction (not the producer)
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), s_delay_alu(simm16=1), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertEqual(self._exec_delta(instrs), 8)
|
||||
|
||||
def test_gap1_delay2(self):
|
||||
# instid0=2 waits for the producer (2 VALUs back)
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), s_delay_alu(simm16=2), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertIn(self._exec_delta(instrs), [6, 7])
|
||||
|
||||
def test_gap1_delay3(self):
|
||||
# instid0=3 doesn't apply (only 2 VALUs back)
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), s_delay_alu(simm16=3), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertEqual(self._exec_delta(instrs), 5)
|
||||
|
||||
# With 2 independent instructions between
|
||||
def test_gap2_delay1(self):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), v_mov_b32_e32(v[6], 6.0),
|
||||
s_delay_alu(simm16=1), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertEqual(self._exec_delta(instrs), 7)
|
||||
|
||||
def test_gap2_delay2(self):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), v_mov_b32_e32(v[6], 6.0),
|
||||
s_delay_alu(simm16=2), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertEqual(self._exec_delta(instrs), 7)
|
||||
|
||||
def test_gap2_delay3(self):
|
||||
# instid0=3 waits for the producer (3 VALUs back)
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), v_mov_b32_e32(v[6], 6.0),
|
||||
s_delay_alu(simm16=3), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertIn(self._exec_delta(instrs), [5, 6])
|
||||
|
||||
def test_gap2_delay4(self):
|
||||
instrs = [v_mov_b32_e32(v[0], 1.0), v_mov_b32_e32(v[5], 5.0), v_mov_b32_e32(v[6], 6.0),
|
||||
s_delay_alu(simm16=4), v_add_f32_e32(v[1], v[0], v[0])]
|
||||
self.assertEqual(self._exec_delta(instrs), 4)
|
||||
|
||||
|
||||
class TestNopTimingSensitivity(unittest.TestCase):
|
||||
"""Forwarding behavior has 128-cycle periodicity.
|
||||
|
||||
Hardware observation: when nop_cycles % 128 is in [72, 75], chain_6 gets 5 forwards
|
||||
instead of 4. This 4-cycle window repeats every 128 cycles, suggesting alignment
|
||||
with some hardware scheduling period (possibly wave scheduler or cache).
|
||||
|
||||
Windows found: nop 72-75, 200-203, 328-331, 456-459, ...
|
||||
"""
|
||||
def _chain6_fwd_count(self, nop_size):
|
||||
"""Count initial consecutive forwards for a 6-instruction chain after s_nop(n)."""
|
||||
instrs = [s_nop(nop_size), v_mov_b32_e32(v[99], 1.0)]
|
||||
instrs += [v_mov_b32_e32(v[0], 1.0)]
|
||||
for i in range(1, 6):
|
||||
instrs += [v_mov_b32_e32(v[i], v[i-1])]
|
||||
_, execd = get_deltas(instrs)
|
||||
chain_deltas = execd[1:]
|
||||
fwd_count = 0
|
||||
for d in chain_deltas:
|
||||
if d == 5: fwd_count += 1
|
||||
else: break
|
||||
return fwd_count
|
||||
|
||||
# Normal case: 4 forwards
|
||||
def test_nop71(self): self.assertEqual(self._chain6_fwd_count(71), 4)
|
||||
def test_nop76(self): self.assertEqual(self._chain6_fwd_count(76), 4)
|
||||
def test_nop199(self): self.assertEqual(self._chain6_fwd_count(199), 4)
|
||||
def test_nop204(self): self.assertEqual(self._chain6_fwd_count(204), 4)
|
||||
|
||||
# Anomaly window at nop % 128 == 72-75: 5 forwards on RDNA3, 4 on other variants
|
||||
def test_nop72(self): self.assertIn(self._chain6_fwd_count(72), [4, 5])
|
||||
def test_nop75(self): self.assertIn(self._chain6_fwd_count(75), [4, 5])
|
||||
def test_nop200(self): self.assertIn(self._chain6_fwd_count(200), [4, 5])
|
||||
def test_nop203(self): self.assertIn(self._chain6_fwd_count(203), [4, 5])
|
||||
def test_nop328(self): self.assertIn(self._chain6_fwd_count(328), [4, 5])
|
||||
def test_nop331(self): self.assertIn(self._chain6_fwd_count(331), [4, 5])
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
@@ -5,7 +5,7 @@ from pathlib import Path
|
||||
from tinygrad.helpers import DEBUG, colored
|
||||
from tinygrad.runtime.autogen import rocprof
|
||||
from tinygrad.runtime.support.elf import elf_loader
|
||||
from extra.assembly.amd.asm import detect_format
|
||||
from extra.assembly.amd.decode import decode_inst
|
||||
from extra.assembly.amd.autogen.rdna3.ins import SOPP
|
||||
from extra.assembly.amd.autogen.rdna3.enum import SOPPOp
|
||||
from extra.assembly.amd.sqtt import (decode, LAYOUT_HEADER, WAVESTART, WAVEEND, INST, VALUINST, IMMEDIATE, IMMEDIATE_MASK,
|
||||
@@ -93,7 +93,7 @@ def run_rocprof_decoder(blobs: list[bytes], lib: bytes, base: int):
|
||||
mem_size_ptr[0] = 0
|
||||
return rocprof.ROCPROFILER_THREAD_TRACE_DECODER_STATUS_SUCCESS
|
||||
try:
|
||||
inst = detect_format(data := image[offset:]).from_bytes(data)
|
||||
inst = decode_inst(data := image[offset:])
|
||||
mem_size_ptr[0] = inst._size()
|
||||
except (ValueError, AssertionError):
|
||||
mem_size_ptr[0] = 0
|
||||
|
||||
@@ -1,463 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Hardware tests for SQTT decoder - validates decoding of real SQTT streams.
|
||||
|
||||
Run with: python -m pytest extra/assembly/amd/test/test_sqtt_hw.py -v -s
|
||||
Requires AMD GPU with SQTT support.
|
||||
|
||||
For pretty trace output: DEBUG=2 python -m pytest extra/assembly/amd/test/test_sqtt_hw.py -v -s
|
||||
"""
|
||||
import os
|
||||
os.environ["SQTT"] = "1"
|
||||
os.environ["PROFILE"] = "1"
|
||||
os.environ["SQTT_ITRACE_SE_MASK"] = "1" # Enable instruction tracing on SE0
|
||||
os.environ["SQTT_LIMIT_SE"] = "2" # Force work to traced SE only
|
||||
|
||||
import unittest
|
||||
from tinygrad.helpers import DEBUG, colored
|
||||
from tinygrad.device import Device
|
||||
from tinygrad.runtime.ops_amd import AMDProgram, ProfileSQTTEvent
|
||||
from tinygrad.runtime.support.compiler_amd import HIPCompiler
|
||||
|
||||
from extra.assembly.amd.autogen.rdna3.ins import v_mov_b32_e32, v_add_f32_e32, v_mul_f32_e32, s_mov_b32, s_add_u32, s_nop, s_waitcnt, s_endpgm
|
||||
from extra.assembly.amd.dsl import v, s
|
||||
from extra.assembly.amd.sqtt import decode, LAYOUT_HEADER, WAVESTART, WAVEEND, INST, VALUINST, ALUEXEC, VMEMEXEC, InstOp, AluSrc, MemSrc
|
||||
|
||||
dev = Device["AMD"]
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# PRETTY PRINTING
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
PACKET_COLORS = {
|
||||
"INST": "WHITE", "VALUINST": "BLACK",
|
||||
"VMEMEXEC": "yellow", "ALUEXEC": "yellow",
|
||||
"IMMEDIATE": "YELLOW", "IMMEDIATE_MASK": "YELLOW",
|
||||
"WAVERDY": "cyan", "WAVEALLOC": "cyan",
|
||||
"WAVEEND": "blue", "WAVESTART": "blue",
|
||||
"PERF": "magenta",
|
||||
"EVENT": "red", "EVENT_BIG": "red",
|
||||
"REG": "green",
|
||||
"LAYOUT_HEADER": "white",
|
||||
"TS_DELTA_SHORT": "BLACK", "NOP": "BLACK", "TS_WAVE_STATE": "BLACK",
|
||||
"SNAPSHOT": "white", "TS_DELTA_OR_MARK": "BLACK",
|
||||
"TS_DELTA_S8_W3": "BLACK", "TS_DELTA_S5_W2": "BLACK", "TS_DELTA_S5_W3": "BLACK",
|
||||
"UTILCTR": "green",
|
||||
}
|
||||
|
||||
def format_packet(p, last_time: int = 0, time_offset: int = 0) -> str:
|
||||
"""Format a packet for pretty printing."""
|
||||
name = type(p).__name__
|
||||
color = PACKET_COLORS.get(name, "white")
|
||||
|
||||
fields = []
|
||||
if isinstance(p, INST):
|
||||
op = p.op
|
||||
op_name = op.name if isinstance(op, InstOp) else f"0x{op:02x}"
|
||||
fields = [f"wave={p.wave}", f"op={op_name}"]
|
||||
if p.flag1: fields.append("flag1")
|
||||
if p.flag2: fields.append("flag2")
|
||||
elif isinstance(p, VALUINST):
|
||||
fields = [f"wave={p.wave}"]
|
||||
if p.flag: fields.append("flag")
|
||||
elif isinstance(p, ALUEXEC):
|
||||
src_name = p.src.name if isinstance(p.src, AluSrc) else f"{p.src}"
|
||||
fields = [f"src={src_name}"]
|
||||
elif isinstance(p, VMEMEXEC):
|
||||
src_name = p.src.name if isinstance(p.src, MemSrc) else f"{p.src}"
|
||||
fields = [f"src={src_name}"]
|
||||
elif isinstance(p, WAVESTART):
|
||||
fields = [f"wave={p.wave}", f"simd={p.simd}", f"cu={p.cu}"]
|
||||
elif isinstance(p, WAVEEND):
|
||||
fields = [f"wave={p.wave}", f"simd={p.simd}", f"cu={p.cu}"]
|
||||
elif hasattr(p, '_values'):
|
||||
# Format hex fields appropriately
|
||||
hex_fields = {'snap', 'val32'}
|
||||
fields = [f"{k}=0x{v:x}" if k in hex_fields else f"{k}={v}" for k, v in p._values.items() if not k.startswith('_') and k != 'delta']
|
||||
|
||||
return colored(f"{name:18s}", color) + " " + ", ".join(fields)
|
||||
|
||||
def get_wave_packets(packets: list) -> list:
|
||||
"""Extract packets from WAVESTART to WAVEEND, filtering pure timing packets."""
|
||||
skip_types = {"NOP", "TS_DELTA_SHORT", "TS_WAVE_STATE", "TS_DELTA_OR_MARK", "TS_DELTA_S5_W2", "TS_DELTA_S5_W3", "TS_DELTA_S8_W3"}
|
||||
result = []
|
||||
in_wave = False
|
||||
for p in packets:
|
||||
name = type(p).__name__
|
||||
if isinstance(p, WAVESTART):
|
||||
in_wave = True
|
||||
if in_wave and name not in skip_types:
|
||||
result.append(p)
|
||||
if isinstance(p, WAVEEND):
|
||||
in_wave = False
|
||||
return result
|
||||
|
||||
|
||||
|
||||
def print_wave_trace(packets: list) -> None:
|
||||
"""Print packets from WAVESTART to WAVEEND with normalized time."""
|
||||
wave_packets = get_wave_packets(packets)
|
||||
if not wave_packets:
|
||||
return
|
||||
time_offset = wave_packets[0]._time
|
||||
last_time = time_offset
|
||||
for p in wave_packets:
|
||||
print(format_packet(p, last_time, time_offset))
|
||||
last_time = p._time
|
||||
|
||||
def print_blobs(blobs: list[bytes], wave_only: bool = True) -> None:
|
||||
"""Print traces for all blobs. wave_only=True filters to WAVESTART..WAVEEND only."""
|
||||
for i, blob in enumerate(blobs):
|
||||
packets = decode(blob)
|
||||
print(f"\n--- Blob {i}: {len(blob)} bytes, {len(packets)} packets ---")
|
||||
if wave_only:
|
||||
print_wave_trace(packets)
|
||||
else:
|
||||
print_all_packets(packets)
|
||||
|
||||
def print_all_packets(packets: list) -> None:
|
||||
"""Print all packets, filtering out pure timing packets."""
|
||||
skip_types = {"NOP", "TS_DELTA_SHORT", "TS_WAVE_STATE", "TS_DELTA_OR_MARK", "TS_DELTA_S5_W2", "TS_DELTA_S5_W3", "TS_DELTA_S8_W3"}
|
||||
if not packets: return
|
||||
time_offset = packets[0]._time
|
||||
last_time = time_offset
|
||||
for p in packets:
|
||||
if type(p).__name__ not in skip_types:
|
||||
print(format_packet(p, last_time, time_offset))
|
||||
last_time = p._time
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# ASSEMBLY HELPERS
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
def assemble(instructions: list) -> bytes:
|
||||
return b''.join(inst.to_bytes() for inst in instructions)
|
||||
|
||||
def wrap_with_nops(instructions: list, nops=16) -> list:
|
||||
"""Add epilogue for clean SQTT timing.
|
||||
|
||||
Need enough NOPs to cover long-latency ops (DP: 42 cycles, WMMA: 47 cycles).
|
||||
With 64 NOPs, the IMMEDIATE phase extends to cover these completions.
|
||||
"""
|
||||
return instructions + [s_nop(0)]*nops + [s_endpgm()]
|
||||
|
||||
def compile_asm_sqtt(instructions: list, alu_only: bool = False) -> AMDProgram:
|
||||
"""Compile instructions to an AMDProgram for SQTT tracing.
|
||||
|
||||
Args:
|
||||
instructions: List of instructions to compile
|
||||
alu_only: If True, use minimal kernel config with no kernargs/LDS/scratch
|
||||
Returns:
|
||||
Compiled AMDProgram ready to run
|
||||
"""
|
||||
compiler = HIPCompiler(dev.arch)
|
||||
# Add NOPs before s_endpgm to flush pipeline and get clean timing
|
||||
code = assemble(instructions)
|
||||
byte_str = ', '.join(f'0x{b:02x}' for b in code)
|
||||
|
||||
if alu_only:
|
||||
asm_src = f""".text
|
||||
.globl test
|
||||
.p2align 8
|
||||
.type test,@function
|
||||
test:
|
||||
.byte {byte_str}
|
||||
|
||||
.rodata
|
||||
.p2align 6
|
||||
.amdhsa_kernel test
|
||||
# basic memory
|
||||
.amdhsa_group_segment_fixed_size 0
|
||||
.amdhsa_private_segment_fixed_size 0
|
||||
.amdhsa_kernarg_size 32
|
||||
.amdhsa_enable_private_segment 0
|
||||
# register usage
|
||||
.amdhsa_next_free_vgpr 64
|
||||
.amdhsa_next_free_sgpr 8
|
||||
# RSRC1
|
||||
.amdhsa_wavefront_size32 1
|
||||
.amdhsa_memory_ordered 1
|
||||
.amdhsa_forward_progress 1
|
||||
# this is key
|
||||
.amdhsa_workgroup_processor_mode 0
|
||||
.end_amdhsa_kernel
|
||||
|
||||
.amdgpu_metadata
|
||||
---
|
||||
amdhsa.version:
|
||||
- 1
|
||||
- 0
|
||||
amdhsa.kernels:
|
||||
- .name: test
|
||||
.symbol: test.kd
|
||||
.kernarg_segment_size: 0
|
||||
.group_segment_fixed_size: 0
|
||||
.private_segment_fixed_size: 0
|
||||
.kernarg_segment_align: 8
|
||||
.wavefront_size: 32
|
||||
.sgpr_count: 8
|
||||
.vgpr_count: 64
|
||||
.max_flat_workgroup_size: 1024
|
||||
...
|
||||
.end_amdgpu_metadata
|
||||
"""
|
||||
else:
|
||||
asm_src = f""".text
|
||||
.globl test
|
||||
.p2align 8
|
||||
.type test,@function
|
||||
test:
|
||||
.byte {byte_str}
|
||||
|
||||
.rodata
|
||||
.p2align 6
|
||||
.amdhsa_kernel test
|
||||
.amdhsa_next_free_vgpr 8
|
||||
.amdhsa_next_free_sgpr 16
|
||||
.amdhsa_wavefront_size32 1
|
||||
.amdhsa_user_sgpr_kernarg_segment_ptr 1
|
||||
.amdhsa_kernarg_size 8
|
||||
.amdhsa_group_segment_fixed_size 0
|
||||
.amdhsa_private_segment_fixed_size 0
|
||||
.end_amdhsa_kernel
|
||||
|
||||
.amdgpu_metadata
|
||||
---
|
||||
amdhsa.version:
|
||||
- 1
|
||||
- 0
|
||||
amdhsa.kernels:
|
||||
- .name: test
|
||||
.symbol: test.kd
|
||||
.kernarg_segment_size: 8
|
||||
.group_segment_fixed_size: 0
|
||||
.private_segment_fixed_size: 0
|
||||
.kernarg_segment_align: 8
|
||||
.wavefront_size: 32
|
||||
.sgpr_count: 16
|
||||
.vgpr_count: 8
|
||||
.max_flat_workgroup_size: 1024
|
||||
...
|
||||
.end_amdgpu_metadata
|
||||
"""
|
||||
|
||||
lib = compiler.compile(asm_src)
|
||||
return AMDProgram(dev, "test", lib)
|
||||
|
||||
def run_asm_sqtt(instructions: list, n_lanes: int = 1, alu_only: bool = False) -> list[bytes]:
|
||||
"""Compile and run instructions on AMD hardware, return SQTT blobs.
|
||||
|
||||
Args:
|
||||
instructions: List of instructions to run
|
||||
n_lanes: Number of lanes to use
|
||||
alu_only: If True, use minimal kernel config with no kernargs/LDS/scratch
|
||||
"""
|
||||
prg = compile_asm_sqtt(instructions, alu_only=alu_only)
|
||||
return run_prg_sqtt(prg, n_lanes=n_lanes, alu_only=alu_only)
|
||||
|
||||
def run_prg_sqtt(prg: AMDProgram, n_lanes: int = 1, alu_only: bool = False) -> list[bytes]:
|
||||
"""Run a compiled AMDProgram and return SQTT blobs.
|
||||
|
||||
Args:
|
||||
prg: Compiled AMDProgram to run
|
||||
n_lanes: Number of lanes to use
|
||||
alu_only: If True, don't allocate kernarg buffer
|
||||
"""
|
||||
dev.profile_events.clear()
|
||||
if alu_only:
|
||||
prg(global_size=(1, 1, 1), local_size=(n_lanes, 1, 1), wait=True)
|
||||
else:
|
||||
out_gpu = dev.allocator.alloc(2048)
|
||||
prg(out_gpu, global_size=(1, 1, 1), local_size=(n_lanes, 1, 1), wait=True)
|
||||
return [ev.blob for ev in dev.profile_events if isinstance(ev, ProfileSQTTEvent)]
|
||||
|
||||
def run_prg_sqtt_batch(prg: AMDProgram, n_runs: int, n_lanes: int = 1) -> list[bytes]:
|
||||
"""Run a compiled AMDProgram N times in a single queue submission and return SQTT blobs.
|
||||
|
||||
This builds one queue with N kernel executions, submits it once, and collects SQTT.
|
||||
All N runs are captured in the same SQTT trace, reducing startup jitter.
|
||||
|
||||
Args:
|
||||
prg: Compiled AMDProgram to run
|
||||
n_runs: Number of times to execute the kernel in the queue
|
||||
n_lanes: Number of lanes to use
|
||||
Returns:
|
||||
List of SQTT blobs (one per shader engine)
|
||||
"""
|
||||
from typing import cast
|
||||
from tinygrad.runtime.ops_amd import AMDComputeQueue, SQTT_ITRACE_SE_MASK
|
||||
from tinygrad.device import Compiled
|
||||
import struct
|
||||
|
||||
dev.profile_events.clear()
|
||||
|
||||
# Build queue with sqtt_start, N kernel executions, sqtt_stop
|
||||
kernargs = prg.fill_kernargs([], ())
|
||||
q = cast(AMDComputeQueue, dev.hw_compute_queue_t())
|
||||
q.wait(dev.timeline_signal, dev.timeline_value - 1).memory_barrier()
|
||||
q.sqtt_start(dev.sqtt_buffers)
|
||||
|
||||
# Execute kernel N times
|
||||
for _ in range(n_runs):
|
||||
q.exec(prg, kernargs, (1, 1, 1), (n_lanes, 1, 1))
|
||||
|
||||
q.sqtt_stop(dev.sqtt_wptrs)
|
||||
q.signal(dev.timeline_signal, dev.next_timeline())
|
||||
q.submit(dev)
|
||||
dev.synchronize()
|
||||
|
||||
# Collect SQTT blobs
|
||||
blobs = []
|
||||
for se, buf in enumerate(dev.sqtt_buffers):
|
||||
wptr = (dev.sqtt_wptrs.cpu_view().view(fmt='I')[se] & 0x1FFFFFFF) * 32
|
||||
if dev.target[:2] == (11, 0): wptr -= ((buf.va_addr // 32) & 0x1FFFFFFF) * 32
|
||||
if wptr > 0 and wptr <= buf.size:
|
||||
dev.allocator._copyout(sqtt_mv:=memoryview(bytearray(wptr)), buf)
|
||||
resbuf = (struct.pack('<Q', 0x11 | (4 << 13) | (0xf << 16) | (se << 24)) + bytes(sqtt_mv)) if dev.target[0] == 9 else bytes(sqtt_mv)
|
||||
blobs.append(resbuf)
|
||||
|
||||
return blobs
|
||||
|
||||
def decode_all_blobs(blobs: list[bytes]) -> list:
|
||||
"""Decode all blobs and combine packets."""
|
||||
all_packets = []
|
||||
for blob in blobs:
|
||||
all_packets.extend(decode(blob))
|
||||
return all_packets
|
||||
|
||||
def get_inst_ops(packets: list, traced_simd: int | None = None) -> set:
|
||||
"""Extract all InstOp values from INST packets within WAVESTART..WAVEEND on traced SIMD."""
|
||||
ops = set()
|
||||
in_wave = False
|
||||
for p in packets:
|
||||
if isinstance(p, WAVESTART):
|
||||
in_wave = traced_simd is None or p.simd == traced_simd
|
||||
if in_wave and isinstance(p, INST):
|
||||
ops.add(p.op if isinstance(p.op, int) else p.op.value)
|
||||
if isinstance(p, WAVEEND):
|
||||
in_wave = False
|
||||
return ops
|
||||
|
||||
def count_valuinst(packets: list, traced_simd: int | None = None) -> int:
|
||||
"""Count VALUINST packets within WAVESTART..WAVEEND on traced SIMD."""
|
||||
count = 0
|
||||
in_wave = False
|
||||
for p in packets:
|
||||
if isinstance(p, WAVESTART):
|
||||
in_wave = traced_simd is None or p.simd == traced_simd
|
||||
if in_wave and isinstance(p, VALUINST):
|
||||
count += 1
|
||||
if isinstance(p, WAVEEND):
|
||||
in_wave = False
|
||||
return count
|
||||
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
# TESTS
|
||||
# ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
@unittest.skipIf(not hasattr(dev, 'profile_events'), "AMD device required")
|
||||
class TestSQTTDecode(unittest.TestCase):
|
||||
"""Test SQTT decoder with real hardware traces."""
|
||||
|
||||
def test_basic_structure(self):
|
||||
"""Verify basic SQTT stream structure: LAYOUT_HEADER, WAVESTART, instructions, WAVEEND."""
|
||||
blobs = run_asm_sqtt([v_mov_b32_e32(v[0], 0)])
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
packets = decode_all_blobs(blobs)
|
||||
|
||||
self.assertGreater(len(packets), 0, "No packets decoded")
|
||||
self.assertGreater(len([p for p in packets if isinstance(p, LAYOUT_HEADER)]), 0, "No LAYOUT_HEADER packets")
|
||||
self.assertGreater(len([p for p in packets if isinstance(p, WAVESTART)]), 0, "No WAVESTART packets")
|
||||
self.assertGreater(len([p for p in packets if isinstance(p, WAVEEND)]), 0, "No WAVEEND packets")
|
||||
|
||||
if DEBUG >= 2:
|
||||
print("\n=== Basic structure trace ===")
|
||||
print_trace(packets)
|
||||
|
||||
def test_valu_instructions(self):
|
||||
"""Verify VALU instructions produce INST or VALUINST packets."""
|
||||
instructions = [
|
||||
v_mov_b32_e32(v[0], 1.0),
|
||||
v_mov_b32_e32(v[1], 2.0),
|
||||
v_add_f32_e32(v[2], v[0], v[1]),
|
||||
v_add_f32_e32(v[3], v[2], v[1]),
|
||||
v_mul_f32_e32(v[4], v[2], v[3]),
|
||||
]
|
||||
blobs = run_asm_sqtt(instructions)
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
packets = decode_all_blobs(blobs)
|
||||
|
||||
inst_packets = [p for p in packets if isinstance(p, (INST, VALUINST))]
|
||||
self.assertGreater(len(inst_packets), 0, "No INST/VALUINST packets for VALU instructions")
|
||||
|
||||
if DEBUG >= 2:
|
||||
print("\n=== VALU instructions trace ===")
|
||||
print_trace(packets)
|
||||
|
||||
def test_salu_instructions(self):
|
||||
"""Verify SALU instructions produce appropriate packets."""
|
||||
instructions = [
|
||||
s_mov_b32(s[0], 0),
|
||||
s_mov_b32(s[1], 1),
|
||||
s_add_u32(s[2], s[0], s[1]),
|
||||
s_add_u32(s[3], s[2], s[1]),
|
||||
s_nop(0),
|
||||
]
|
||||
blobs = run_asm_sqtt(instructions)
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
packets = decode_all_blobs(blobs)
|
||||
|
||||
if DEBUG >= 2:
|
||||
print("\n=== SALU instructions trace ===")
|
||||
print_trace(packets)
|
||||
|
||||
def test_timing_increases(self):
|
||||
"""Verify time increases monotonically through packets within each blob."""
|
||||
instructions = [
|
||||
v_mov_b32_e32(v[0], 1.0),
|
||||
v_mov_b32_e32(v[1], 2.0),
|
||||
v_add_f32_e32(v[2], v[0], v[1]),
|
||||
v_mul_f32_e32(v[3], v[2], v[1]),
|
||||
]
|
||||
blobs = run_asm_sqtt(instructions)
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
for blob in blobs:
|
||||
packets = decode(blob)
|
||||
prev_time = 0
|
||||
for p in packets:
|
||||
self.assertGreaterEqual(p._time, prev_time, f"Time decreased: {prev_time} -> {p._time}")
|
||||
prev_time = p._time
|
||||
|
||||
def test_wave_id_consistency(self):
|
||||
"""Verify wave IDs are consistent between WAVESTART/WAVEEND."""
|
||||
blobs = run_asm_sqtt([v_mov_b32_e32(v[0], 0)])
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
packets = decode_all_blobs(blobs)
|
||||
|
||||
wavestarts = [p for p in packets if isinstance(p, WAVESTART)]
|
||||
waveends = [p for p in packets if isinstance(p, WAVEEND)]
|
||||
|
||||
if wavestarts and waveends:
|
||||
start_waves = {p.wave for p in wavestarts}
|
||||
end_waves = {p.wave for p in waveends}
|
||||
self.assertTrue(start_waves & end_waves, "No matching wave IDs between WAVESTART and WAVEEND")
|
||||
|
||||
def test_nop_sequence(self):
|
||||
"""Test a sequence of NOP instructions."""
|
||||
blobs = run_asm_sqtt([s_nop(0), s_nop(0), s_nop(0)])
|
||||
|
||||
self.assertGreater(len(blobs), 0, "No SQTT data captured")
|
||||
packets = decode_all_blobs(blobs)
|
||||
self.assertGreater(len(packets), 0, "No packets decoded")
|
||||
|
||||
if DEBUG >= 2:
|
||||
print("\n=== NOP sequence trace ===")
|
||||
print_trace(packets, filter_timing=False)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
@@ -1,35 +0,0 @@
|
||||
import os
|
||||
os.environ["SQTT"] = "1"
|
||||
os.environ["PROFILE"] = "1"
|
||||
os.environ["SQTT_LIMIT_SE"] = "2"
|
||||
os.environ["SQTT_SIMD_SEL"] = "0"
|
||||
os.environ["SQTT_TOKEN_EXCLUDE"] = "3784" # Exclude WAVERDY, REG, EVENT, UTILCTR, WAVEALLOC, PERF
|
||||
|
||||
import unittest
|
||||
from extra.assembly.amd.autogen.rdna3.ins import *
|
||||
from extra.assembly.amd.sqtt import decode
|
||||
from extra.assembly.amd.test.test_sqtt_hw import compile_asm_sqtt, run_prg_sqtt_batch, format_packet
|
||||
from extra.assembly.amd.test.test_sqtt_compare import filter_noise_packets
|
||||
from tinygrad.uop.ops import UOp
|
||||
from tinygrad.engine.realize import get_runner
|
||||
|
||||
class SQTTMultiwave(unittest.TestCase):
|
||||
def test_simple_multiwave(self):
|
||||
ins = [
|
||||
s_barrier(),
|
||||
v_mov_b32_e32(v[0], v[1]),
|
||||
s_nop(0),
|
||||
s_nop(100),
|
||||
s_endpgm(),
|
||||
]
|
||||
#prg = get_runner("AMD", UOp.sink())._prg
|
||||
prg = compile_asm_sqtt(ins, alu_only=True)
|
||||
print(prg)
|
||||
blobs = run_prg_sqtt_batch(prg, n_runs=1, n_lanes=32*16)
|
||||
for blob in blobs:
|
||||
packets = decode(blob)
|
||||
for p in filter_noise_packets(packets):
|
||||
print(f" {p._time:8d}: {format_packet(p)}")
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
@@ -1,204 +0,0 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Tests validating SQTT packet definitions against the reference implementation.
|
||||
|
||||
Verifies that:
|
||||
1. Encoding patterns produce the correct STATE_TO_OPCODE table
|
||||
2. Packet sizes (derived from fields) match expected budget values
|
||||
3. Field extractions match attempt_sqtt_parse.py
|
||||
"""
|
||||
import unittest
|
||||
from extra.assembly.amd.sqtt import (
|
||||
VALUINST, VMEMEXEC, ALUEXEC, IMMEDIATE, IMMEDIATE_MASK, WAVERDY,
|
||||
WAVEEND, WAVESTART, PERF, TS_WAVE_STATE, EVENT, EVENT_BIG, REG, SNAPSHOT,
|
||||
TS_DELTA_OR_MARK, LAYOUT_HEADER, INST, UTILCTR, TS_DELTA_SHORT, NOP,
|
||||
TS_DELTA_S8_W3, TS_DELTA_S5_W2, TS_DELTA_S5_W3, WAVEALLOC,
|
||||
decode, encode, OPCODE_TO_CLASS, STATE_TO_OPCODE, PACKET_TYPES, BUDGET,
|
||||
AluSrc, MemSrc, InstOp
|
||||
)
|
||||
|
||||
# Reference table from rocprof trace decoder (attempt_sqtt_parse.py)
|
||||
REFERENCE_STATE_TABLE = bytes([
|
||||
0x10, 0x16, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x17, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x07, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x19, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x00, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x11, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x12, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x15, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x16, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x17, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x07, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x19, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x00, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x11, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
0x10, 0x13, 0x18, 0x01, 0x05, 0x0b, 0x0c, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x09, 0x04, 0x03, 0x02,
|
||||
0x10, 0x15, 0x18, 0x01, 0x06, 0x08, 0x0d, 0x00, 0x0f, 0x14, 0x18, 0x01, 0x0a, 0x04, 0x03, 0x02,
|
||||
])
|
||||
|
||||
# Reference opcode -> name mapping (old opcode values from rocprof)
|
||||
OLD_OPCODE_TO_NAME = {
|
||||
0x01: 'VALUINST', 0x02: 'VMEMEXEC', 0x03: 'ALUEXEC', 0x04: 'IMMEDIATE',
|
||||
0x05: 'IMMEDIATE_MASK', 0x06: 'WAVERDY', 0x07: 'TS_DELTA_S8_W3',
|
||||
0x08: 'WAVEEND', 0x09: 'WAVESTART', 0x0A: 'TS_DELTA_S5_W2',
|
||||
0x0B: 'WAVEALLOC', 0x0C: 'TS_DELTA_S5_W3', 0x0D: 'PERF',
|
||||
0x0F: 'TS_DELTA_SHORT', 0x10: 'NOP', 0x11: 'TS_WAVE_STATE',
|
||||
0x12: 'EVENT', 0x13: 'EVENT_BIG', 0x14: 'REG', 0x15: 'SNAPSHOT',
|
||||
0x16: 'TS_DELTA_OR_MARK', 0x17: 'LAYOUT_HEADER', 0x18: 'INST',
|
||||
0x19: 'UTILCTR', 0x00: 'NOP',
|
||||
}
|
||||
|
||||
# Reference budget values (nibbles for NEXT packet) from rocprof
|
||||
REFERENCE_BUDGET_NIBBLES = {
|
||||
'VALUINST': 3, 'VMEMEXEC': 2, 'ALUEXEC': 2, 'IMMEDIATE': 3,
|
||||
'IMMEDIATE_MASK': 6, 'WAVERDY': 6, 'TS_DELTA_S8_W3': 16,
|
||||
'WAVEEND': 5, 'WAVESTART': 8, 'TS_DELTA_S5_W2': 12,
|
||||
'WAVEALLOC': 5, 'TS_DELTA_S5_W3': 13, 'PERF': 7,
|
||||
'TS_DELTA_SHORT': 2, 'NOP': 1, 'TS_WAVE_STATE': 6,
|
||||
'EVENT': 6, 'EVENT_BIG': 8, 'REG': 16, 'SNAPSHOT': 16,
|
||||
'TS_DELTA_OR_MARK': 12, 'LAYOUT_HEADER': 16, 'INST': 5,
|
||||
'UTILCTR': 12,
|
||||
}
|
||||
|
||||
|
||||
class TestEncodingsMatchStateTable(unittest.TestCase):
|
||||
"""Verify encoding patterns produce the correct state decode table."""
|
||||
|
||||
def test_all_256_bytes_decode_correctly(self):
|
||||
"""Each byte value should decode to the same packet type as reference."""
|
||||
mismatches = []
|
||||
for byte_val in range(256):
|
||||
ref_opcode = REFERENCE_STATE_TABLE[byte_val]
|
||||
ref_name = OLD_OPCODE_TO_NAME.get(ref_opcode, f"UNK_{ref_opcode:02x}")
|
||||
|
||||
our_opcode = STATE_TO_OPCODE[byte_val]
|
||||
our_name = OPCODE_TO_CLASS[our_opcode].__name__
|
||||
|
||||
if ref_name != our_name:
|
||||
mismatches.append((byte_val, ref_name, our_name))
|
||||
|
||||
if mismatches:
|
||||
msg = "\n".join(f" 0x{b:02x}: expected {r}, got {o}" for b, r, o in mismatches[:10])
|
||||
self.fail(f"State table mismatches ({len(mismatches)} total):\n{msg}")
|
||||
|
||||
|
||||
class TestPacketSizesMatchBudget(unittest.TestCase):
|
||||
"""Verify packet sizes (from field definitions) match expected budget values."""
|
||||
|
||||
def test_all_packet_sizes(self):
|
||||
"""Each packet type's size should match the reference budget."""
|
||||
for pkt_cls in PACKET_TYPES:
|
||||
name = pkt_cls.__name__
|
||||
expected = REFERENCE_BUDGET_NIBBLES.get(name)
|
||||
if expected is None:
|
||||
continue
|
||||
|
||||
actual = pkt_cls.size_nibbles()
|
||||
self.assertEqual(expected, actual,
|
||||
f"{name}: expected {expected} nibbles, got {actual} (size_bits={pkt_cls.size_bits()})")
|
||||
|
||||
|
||||
class TestFieldExtraction(unittest.TestCase):
|
||||
"""Test that field values are extracted correctly."""
|
||||
|
||||
def test_valuinst(self):
|
||||
reg = 0b11110_1_001_011 # wave=0x1E, flag=1, delta=1
|
||||
pkt = VALUINST.from_raw(reg)
|
||||
self.assertEqual(pkt.delta, 1)
|
||||
self.assertEqual(pkt.flag, 1)
|
||||
self.assertEqual(pkt.wave, 0x1E)
|
||||
|
||||
def test_vmemexec_enum(self):
|
||||
reg = 0b11_00_1111 # src=3 (VMEM_ALT), delta=0
|
||||
pkt = VMEMEXEC.from_raw(reg)
|
||||
self.assertEqual(pkt.src, MemSrc.VMEM_ALT)
|
||||
|
||||
def test_aluexec_enum(self):
|
||||
reg = 0b10_01_1110 # src=2 (VALU), delta=1
|
||||
pkt = ALUEXEC.from_raw(reg)
|
||||
self.assertEqual(pkt.src, AluSrc.VALU)
|
||||
|
||||
def test_waveend(self):
|
||||
reg = (0x15 << 15) | (0x7 << 11) | (0x3 << 9) | (1 << 8) | 0b10101
|
||||
pkt = WAVEEND.from_raw(reg)
|
||||
self.assertEqual(pkt.flag7, 1)
|
||||
self.assertEqual(pkt.simd, 3)
|
||||
self.assertEqual(pkt.cu_lo, 7)
|
||||
self.assertEqual(pkt.wave, 0x15)
|
||||
self.assertEqual(pkt.cu, 0xF) # cu_lo | (flag7 << 3) = 7 | 8 = 15
|
||||
|
||||
def test_wavestart(self):
|
||||
reg = (0x7F << 18) | (0x15 << 13) | (0x7 << 10) | (0x3 << 8) | (1 << 7) | 0b01100
|
||||
pkt = WAVESTART.from_raw(reg)
|
||||
self.assertEqual(pkt.flag7, 1)
|
||||
self.assertEqual(pkt.simd, 3)
|
||||
self.assertEqual(pkt.cu_lo, 7)
|
||||
self.assertEqual(pkt.wave, 0x15)
|
||||
self.assertEqual(pkt.id7, 0x7F)
|
||||
self.assertEqual(pkt.cu, 0xF)
|
||||
|
||||
def test_inst_enum(self):
|
||||
reg = (0x21 << 13) | (0x15 << 8) | (1 << 7) | (1 << 3) | 0b010
|
||||
pkt = INST.from_raw(reg)
|
||||
self.assertEqual(pkt.flag1, 1)
|
||||
self.assertEqual(pkt.flag2, 1)
|
||||
self.assertEqual(pkt.wave, 0x15)
|
||||
self.assertEqual(pkt.op, InstOp.VMEM_LOAD)
|
||||
|
||||
def test_layout_header(self):
|
||||
reg = (0b101 << 33) | (0b1010 << 28) | (0b111 << 15) | (0b11 << 13) | (0b101010 << 7) | 0b0010001
|
||||
pkt = LAYOUT_HEADER.from_raw(reg)
|
||||
self.assertEqual(pkt.layout, 0b101010)
|
||||
self.assertEqual(pkt.simd, 0b11)
|
||||
self.assertEqual(pkt.group, 0b111)
|
||||
self.assertEqual(pkt.sel_a, 0b1010)
|
||||
self.assertEqual(pkt.sel_b, 0b101)
|
||||
|
||||
def test_ts_delta_or_mark_modes(self):
|
||||
# delta mode: bit9=0, bit8=0
|
||||
pkt_delta = TS_DELTA_OR_MARK.from_raw(0b0000001) # just the encoding pattern
|
||||
self.assertFalse(pkt_delta.is_marker)
|
||||
|
||||
# marker mode: bit9=1, bit8=0
|
||||
pkt_marker = TS_DELTA_OR_MARK.from_raw(0b0000001 | (1 << 9)) # bit9=1, bit8=0
|
||||
self.assertTrue(pkt_marker.is_marker)
|
||||
|
||||
# other mode: bit9=1, bit8=1 (not marker)
|
||||
pkt_other = TS_DELTA_OR_MARK.from_raw(0b0000001 | (1 << 8) | (1 << 9))
|
||||
self.assertFalse(pkt_other.is_marker)
|
||||
|
||||
def test_reg(self):
|
||||
# REG fields: slot=bits[9:7], hi_byte=bits[15:8], subop=bits[31:16], val32=bits[63:32]
|
||||
# Note: slot[2:1] overlaps with hi_byte[1:0], so we need to set them consistently
|
||||
# hi_byte=0x55 means bits 8-15 = 0b01010101, so slot bits 8-9 = 0b01
|
||||
# slot bit 7 = 1, so slot = 0b011 = 3
|
||||
reg = (0xDEADBEEF << 32) | (0xCAFE << 16) | (0x55 << 8) | (1 << 7) | 0b1001
|
||||
pkt = REG.from_raw(reg)
|
||||
self.assertEqual(pkt.slot, 0b011) # bit7=1, bits 8-9 from hi_byte low 2 bits = 01
|
||||
self.assertEqual(pkt.hi_byte, 0x55)
|
||||
self.assertEqual(pkt.subop, 0xCAFE)
|
||||
self.assertEqual(pkt.val32, 0xDEADBEEF)
|
||||
|
||||
|
||||
class TestRoundtrip(unittest.TestCase):
|
||||
"""Test encode/decode roundtrip."""
|
||||
|
||||
def test_simple_roundtrip(self):
|
||||
"""Test encode/decode roundtrip preserves packet types."""
|
||||
test_packets = [
|
||||
LAYOUT_HEADER.from_raw(0x100),
|
||||
WAVESTART.from_raw(0x0),
|
||||
INST.from_raw(0x10),
|
||||
INST.from_raw(0x10),
|
||||
WAVEEND.from_raw(0x40),
|
||||
]
|
||||
encoded = encode(test_packets)
|
||||
decoded = decode(encoded)
|
||||
|
||||
self.assertGreaterEqual(len(decoded), len(test_packets))
|
||||
for i, (orig, dec) in enumerate(zip(test_packets, decoded)):
|
||||
self.assertEqual(type(orig), type(dec), f"type mismatch at {i}")
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
unittest.main()
|
||||
+1
-1
@@ -1,6 +1,6 @@
|
||||
[project]
|
||||
name = "tinygrad"
|
||||
version = "0.11.0"
|
||||
version = "0.12.0"
|
||||
description = "You like pytorch? You like micrograd? You love tinygrad! <3"
|
||||
authors = [{ name = "George Hotz" }]
|
||||
|
||||
|
||||
-8
@@ -140,13 +140,9 @@ backend_test.exclude('test_affine_grid_3d_expanded_cpu')
|
||||
backend_test.exclude('test_range_int32_type_negative_delta_expanded_cpu')
|
||||
|
||||
# unsupported (strange) ops
|
||||
backend_test.exclude('test_blackmanwindow_*')
|
||||
backend_test.exclude('test_bernoulli_*')
|
||||
backend_test.exclude('test_det_*')
|
||||
backend_test.exclude('test_col2im_*')
|
||||
backend_test.exclude('test_hammingwindow_*')
|
||||
backend_test.exclude('test_hannwindow_*')
|
||||
backend_test.exclude('test_hardmax_*')
|
||||
backend_test.exclude('test_gridsample_*')
|
||||
backend_test.exclude('test_dft_*')
|
||||
backend_test.exclude('test_unique_*')
|
||||
@@ -166,10 +162,6 @@ backend_test.exclude('test_scan_*')
|
||||
backend_test.exclude('test_split_to_sequence_*')
|
||||
backend_test.exclude('test_ai_onnx_ml_tree_ensemble_*') # https://github.com/onnx/onnx/blob/main/onnx/reference/ops/aionnxml/op_tree_ensemble.py#L121
|
||||
|
||||
# TODO: not yet implemented
|
||||
backend_test.exclude('test_l1normalization_*')
|
||||
backend_test.exclude('test_l2normalization_*')
|
||||
backend_test.exclude('test_lpnormalization_*')
|
||||
backend_test.exclude('test_attention_4d_diff_heads_mask4d_padded_kv_cpu') # needs nonpad_kv_seqlen handling
|
||||
backend_test.exclude('test_attention_4d_fp16_cpu') # fp16 numerical issues
|
||||
backend_test.exclude('test_attention_4d_fp16_expanded_cpu') # fp16 numerical issues
|
||||
|
||||
+27
-26
@@ -49,7 +49,7 @@ xfail_broken_const_wraparound = pytest.mark.xfail(reason="const folding does not
|
||||
class TestModularWraparound(unittest.TestCase):
|
||||
def _test(self, uop:UOp, expected:int):
|
||||
results = to_uops_list([uop])
|
||||
self.assertEqual(len(results), 1)
|
||||
self.assertEqual(len(results), 2) # +1 for SINK
|
||||
self.assertEqual(results[0].op, Ops.CONST)
|
||||
self.assertEqual(results[0].dtype, uop.dtype)
|
||||
self.assertEqual(results[0].arg, expected)
|
||||
@@ -198,8 +198,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
c2 = UOp(Ops.CONST, dtypes.float, arg=2.0)
|
||||
out = UOp(Ops.ADD, dtypes.float, (c1, c2))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
out = uops[-2]
|
||||
self.assertEqual(out.op, Ops.CONST)
|
||||
self.assertEqual(out.arg, 3.0)
|
||||
|
||||
@@ -210,8 +210,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
c1 = UOp(Ops.CONST, dtypes.float, arg=1.0)
|
||||
out = UOp(Ops.WHERE, dtypes.float, (vc, c1, c1))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
out = uops[-2]
|
||||
self.assertEqual(out.op, Ops.CONST)
|
||||
self.assertEqual(out.arg, 1.0)
|
||||
|
||||
@@ -221,8 +221,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
c2 = UOp(Ops.CONST, dtypes.float, arg=2.0)
|
||||
out = UOp(Ops.WHERE, dtypes.float, (bf, c1, c2))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
out = uops[-2]
|
||||
self.assertEqual(out.op, Ops.CONST)
|
||||
self.assertEqual(out.arg, 2.0)
|
||||
|
||||
@@ -230,8 +230,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
bf = UOp(Ops.CONST, dtypes.bool, arg=False)
|
||||
out = UOp(Ops.CAST, dtypes.int, (bf,))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
out = uops[-2]
|
||||
self.assertEqual(out.op, Ops.CONST)
|
||||
self.assertEqual(out.arg, 0)
|
||||
|
||||
@@ -239,8 +239,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
bf = UOp(Ops.CONST, dtypes.float, arg=1.0)
|
||||
out = UOp(Ops.BITCAST, dtypes.uint32, (bf,))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
out = uops[-2]
|
||||
self.assertEqual(out.op, Ops.CONST)
|
||||
self.assertEqual(out.arg, 0x3F800000)
|
||||
|
||||
@@ -249,7 +249,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
bf = UOp(Ops.CONST, dtypes.uint8, arg=0x3F)
|
||||
out = UOp(Ops.BITCAST, dtypes.half, (bf,))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 1)
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
|
||||
@unittest.skip("this test isn't valid uops")
|
||||
def test_noop_vectorize_fold(self):
|
||||
@@ -276,7 +276,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
if DEBUG >= 4:
|
||||
from tinygrad import Device
|
||||
print(Device[Device.DEFAULT].renderer.render(uops))
|
||||
return uops[-1].src[-1]
|
||||
return uops[-2].src[-1] # -2 to skip SINK
|
||||
|
||||
# possible
|
||||
val = UOp(Ops.LOAD, dtypes.float.vec(4), (d1.index(idx),))
|
||||
@@ -321,7 +321,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (vec, var, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[0], acc)
|
||||
self.assertEqual(len(uops), 1)
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
|
||||
for i in [2, 4, 8]:
|
||||
var = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i))
|
||||
@@ -330,7 +330,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (var, vec, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[0], acc)
|
||||
self.assertEqual(len(uops), 1)
|
||||
self.assertEqual(len(uops), 2) # +1 for SINK
|
||||
|
||||
@unittest.skip("wmma is wrong here, it needs an arg")
|
||||
def test_wmma_vectorize_no_fold(self):
|
||||
@@ -342,7 +342,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
acc = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=('acc', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (vec, var, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[-1], wmma)
|
||||
self.assertEqual(uops[-2], wmma) # -2 to skip SINK
|
||||
|
||||
for i in [4, 8]:
|
||||
var = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=(f'tmp{i}', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
@@ -352,7 +352,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
acc = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=('acc', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (var, vec, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[-1], wmma)
|
||||
self.assertEqual(uops[-2], wmma) # -2 to skip SINK
|
||||
|
||||
for i in [2, 4, 8]:
|
||||
vec = UOp(Ops.VECTORIZE, dtypes.half.vec(i),
|
||||
@@ -361,7 +361,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
acc = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=('acc', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (vec, var, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[-1], wmma)
|
||||
self.assertEqual(uops[-2], wmma) # -2 to skip SINK
|
||||
|
||||
for i in [2, 4, 8]:
|
||||
var = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=(f'tmp{i}', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
@@ -370,7 +370,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
acc = UOp(Ops.DEFINE_VAR, dtypes.half.vec(i), arg=('acc', UOp.const(dtypes.half, 0), UOp.const(dtypes.half, 1)))
|
||||
wmma = UOp(Ops.WMMA, dtypes.half.vec(i), (var, vec, acc))
|
||||
uops = to_uops_list([wmma])
|
||||
self.assertEqual(uops[-1], wmma)
|
||||
self.assertEqual(uops[-2], wmma) # -2 to skip SINK
|
||||
|
||||
def test_cast_alu_fold(self):
|
||||
d0 = UOp(Ops.DEFINE_GLOBAL, dtypes.bool.ptr(), arg=0)
|
||||
@@ -399,8 +399,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
vc = UOp(Ops.ADD, dtypes.int, (v, c2))
|
||||
out = UOp(Ops.ADD, dtypes.int, (vc, c4))
|
||||
uops = to_uops_list([out])
|
||||
self.assertEqual(len(uops), 3)
|
||||
out = uops[-1]
|
||||
self.assertEqual(len(uops), 4) # +1 for SINK
|
||||
out = uops[-2] # -2 to skip SINK
|
||||
self.assertEqual(out.op, Ops.ADD)
|
||||
self.assertEqual(out.src[1].op, Ops.CONST)
|
||||
self.assertEqual(out.src[1].arg, 6)
|
||||
@@ -415,7 +415,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
def test_sub_with_cast_folds(self):
|
||||
a = Variable("a", 0, 5)
|
||||
uops = to_uops_list([a.cast(dtypes.int)+(-a).cast(dtypes.int)])
|
||||
assert uops == [UOp.const(dtypes.int, 0)]
|
||||
assert uops[0] == UOp.const(dtypes.int, 0)
|
||||
assert uops[-1].op == Ops.SINK
|
||||
|
||||
def test_where_on_gated_load_fold(self):
|
||||
ridx0 = UOp.range(100, 0)
|
||||
@@ -486,7 +487,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
ld0 = glbl1.index(UOp.invalid())
|
||||
ld1 = glbl2.index(idx.valid(UOp.const(dtypes.bool, True)))
|
||||
uops = to_uops_list([UOp(Ops.STORE, dtypes.void, (glbl0.index(idx), ld1+ld0))])
|
||||
ld0 = uops[-1].src[-1]
|
||||
ld0 = uops[-2].src[-1] # -2 to skip SINK
|
||||
# the gate and invalid value are deleted from ld1
|
||||
self.assertEqual(ld0, UOp.load(glbl2.index(idx, ptr=True), dtype=dtypes.int))
|
||||
|
||||
@@ -500,7 +501,7 @@ class TestUOpGraph(unittest.TestCase):
|
||||
ld1 = smem.after(barrier).index((lidx+2).valid(UOp.const(dtypes.bool, True)))
|
||||
uops = to_uops_list([UOp(Ops.STORE, dtypes.void, (glbl0.index(lidx), ld1+ld0))])
|
||||
|
||||
ld0 = uops[-1].src[-1]
|
||||
ld0 = uops[-2].src[-1] # -2 to skip SINK
|
||||
# the gate and invalid value are deleted from ld1
|
||||
self.assertEqual(ld0.src[0], smem.after(barrier).index(lidx+2, ptr=True))
|
||||
|
||||
@@ -513,8 +514,8 @@ class TestUOpGraph(unittest.TestCase):
|
||||
st1 = glbl.index(idx0.valid(UOp.const(dtypes.bool, True)), ptr=True).store(val)
|
||||
uops = to_uops_list([st0, st1])
|
||||
# only the second store happens
|
||||
self.assertEqual(len(uops), 5)
|
||||
self.assertEqual(uops[-1], glbl.index(idx1, ptr=True).store(val))
|
||||
self.assertEqual(len(uops), 6) # +1 for SINK
|
||||
self.assertEqual(uops[-2], glbl.index(idx1, ptr=True).store(val)) # -2 to skip SINK
|
||||
|
||||
@unittest.skip("this is a uop type error")
|
||||
def test_asserts_bad_gate(self):
|
||||
|
||||
+1
-2
@@ -20,10 +20,9 @@ from dataclasses import replace
|
||||
def to_uops_list(u:list[UOp], ren=None) -> list[UOp]:
|
||||
sink = UOp.group(*u)
|
||||
for r in sink.ranges: sink = sink.end(r)
|
||||
# we strip the SINK here for legacy reasons
|
||||
ret = get_uops(sink.sink(arg=KernelInfo(opts_to_apply=())), ren)
|
||||
assert ret[-1].op is Ops.SINK
|
||||
return ret[:-1]
|
||||
return ret
|
||||
|
||||
def _uops_to_prg(uops_list):
|
||||
prg = get_program(UOp.sink(*uops_list), Device[Device.DEFAULT].renderer)
|
||||
|
||||
+1
-1
@@ -389,7 +389,7 @@ def fetch(url:str, name:pathlib.Path|str|None=None, subdir:str|None=None, gunzip
|
||||
fp = _ensure_downloads_dir() / (subdir or "") / ((name or hashlib.md5(url.encode('utf-8')).hexdigest()) + hh + (".gunzip" if gunzip else ""))
|
||||
if not fp.is_file() or not allow_caching:
|
||||
(_dir := fp.parent).mkdir(parents=True, exist_ok=True)
|
||||
with urllib.request.urlopen(urllib.request.Request(url, headers={"User-Agent": "tinygrad 0.11.0", **headers}), timeout=10) as r:
|
||||
with urllib.request.urlopen(urllib.request.Request(url, headers={"User-Agent": "tinygrad 0.12.0", **headers}), timeout=10) as r:
|
||||
assert r.status in {200, 206}, r.status
|
||||
length = int(r.headers.get('content-length', 0)) if not gunzip else None
|
||||
readfile = gzip.GzipFile(fileobj=r) if gunzip else r
|
||||
|
||||
@@ -361,6 +361,7 @@ required_input_python_consts: dict[str, tuple[int, ...]] = {
|
||||
"Tile": (1,), "Range": (0,1,2), "Expand": (1,), "Reshape": (1,), "Squeeze": (1,), "Unsqueeze": (1,), "Trilu": (1,), "ConstantOfShape": (0,),
|
||||
"CumSum": (1,), "TopK": (1,), "Pad": (1,2,3), "MaxUnpool": (2,), "Dropout": (1,2), "CenterCropPad": (1,), "OneHot": (1,), "Compress": (1,),
|
||||
"ImageDecoder": (0,), "AffineGrid": (1,), "Resize": (1,2,3), "Upsample": (1,), "Split": (1,), "Slice": (1,2,3,4),
|
||||
"HannWindow": (0,), "HammingWindow": (0,), "BlackmanWindow": (0,),
|
||||
**{"Reduce"+r: (1,) for r in ("Max", "Min", "Sum", "Mean", "SumSquare", "Prod", "L1", "L2", "LogSum", "LogSumExp")},
|
||||
**{optim: (1,) for optim in ("Adam", "Adagrad", "Momentum")}
|
||||
}
|
||||
@@ -619,6 +620,7 @@ def get_onnx_ops() -> dict[str, types.FunctionType|dict[OpSetId, types.FunctionT
|
||||
def LeakyRelu(X:Tensor, alpha:float=0.01): return X.leaky_relu(alpha)
|
||||
def ThresholdedRelu(X:Tensor, alpha:float=1.0): return (X > alpha).where(X, 0)
|
||||
def LogSoftmax(x: Tensor, axis:int=-1): return x.log_softmax(axis)
|
||||
def Hardmax(x:Tensor, axis:int=-1): return x.argmax(axis).unsqueeze(axis)._one_hot_along_dim(x.shape[axis], dim=axis).cast(x.dtype)
|
||||
def Binarizer(x:Tensor, threshold:float=0.0): return (x > threshold).float()
|
||||
def Swish(x:Tensor, alpha:float=1.0): return x * (x * alpha).sigmoid()
|
||||
|
||||
@@ -947,6 +949,9 @@ def get_onnx_ops() -> dict[str, types.FunctionType|dict[OpSetId, types.FunctionT
|
||||
if axis is None: axis = [0,2,3]
|
||||
return (x - x.mean(axis, keepdim=True)) / (x.std(axis, keepdim=True, correction=0) + 1e-9)
|
||||
|
||||
def LpNormalization(x:Tensor, axis:int=-1, p:int=2):
|
||||
return x / (x.abs().sum(axis, keepdim=True) if p == 1 else x.square().sum(axis, keepdim=True).sqrt())
|
||||
|
||||
def OneHot(indices:Tensor, depth:float|int|list[int|float], values:Tensor, axis:int=-1):
|
||||
# Scalar or Rank 1 tensor containing exactly one element
|
||||
depth = int(_resolve_const(depth))
|
||||
@@ -973,6 +978,15 @@ def get_onnx_ops() -> dict[str, types.FunctionType|dict[OpSetId, types.FunctionT
|
||||
def dropout_6(data:Tensor, ratio:float=0.5, is_test=0): return dropout_7(data, ratio, training_mode=not is_test)
|
||||
Dropout = {OpSetId(Domain.ONNX, 6):dropout_6, OpSetId(Domain.ONNX, 7):dropout_7}
|
||||
|
||||
def _window(size, output_datatype, periodic, a):
|
||||
size = int(_resolve_const(size))
|
||||
N, n = (size if periodic else size - 1), Tensor.arange(size, requires_grad=False)
|
||||
w = a[0] - a[1] * (n * (2 * math.pi / N)).cos() + a[2] * (n * (4 * math.pi / N)).cos()
|
||||
return w.cast(dtype_fallback(OnnxDataType(output_datatype).to_dtype(), "window op"))
|
||||
def HannWindow(size, output_datatype:int=1, periodic:int=1): return _window(size, output_datatype, periodic, (0.5, 0.5, 0))
|
||||
def HammingWindow(size, output_datatype:int=1, periodic:int=1): return _window(size, output_datatype, periodic, (25/46, 21/46, 0))
|
||||
def BlackmanWindow(size, output_datatype:int=1, periodic:int=1): return _window(size, output_datatype, periodic, (0.42, 0.5, 0.08))
|
||||
|
||||
def LRN(x:Tensor, size:int, alpha:float=1e-4, beta:float=0.75, bias:float=1.0):
|
||||
pooled_x = (x**2).rearrange('b c h w -> b 1 c (h w)').pad((0,0,(size-1)//2, size//2)).avg_pool2d((size, 1), 1)
|
||||
return x / (pooled_x.reshape(x.shape) * alpha + bias).pow(beta)
|
||||
|
||||
+14
-14
@@ -3,33 +3,35 @@ from tinygrad.uop.ops import UOp, Ops, PatternMatcher, UPat
|
||||
from tinygrad.renderer.cstyle import CStyleLanguage, base_rewrite, extra_pm
|
||||
from tinygrad.helpers import strip_parens
|
||||
|
||||
def _mask(dt:DType): return 0xFF if dt.itemsize == 1 else 0xFFFF
|
||||
|
||||
def sign_extend(val:UOp, sext_am:int):
|
||||
return (UOp.where((val >> (sext_am - 1)) > 0, UOp.const(dtypes.uint32, 0xffffffff) << sext_am, UOp.const(dtypes.uint32, 0)) \
|
||||
| val.bitcast(dtypes.uint32)).bitcast(dtypes.int)
|
||||
|
||||
# store for char: buf[idx/4] <- (var << (idx%4)*8))
|
||||
def packed_store(bidx:UOp, var:UOp):
|
||||
shift_am = (bidx.src[1].cast(dtypes.uint32)%UOp.const(dtypes.uint32, 4//var.dtype.itemsize))*UOp.const(dtypes.uint32, 8*var.dtype.itemsize)
|
||||
new_v = (var & (0xFF if var.dtype.itemsize == 1 else 0xFFFF)).cast(dtypes.uint32) << shift_am
|
||||
mask = (((0xFF if var.dtype.itemsize == 1 else 0xFFFF) << shift_am) ^ 0xFFFFFFFF).cast(dtypes.uint32)
|
||||
div_idx = bidx.src[1]//(4//var.dtype.itemsize)
|
||||
elems, mask = 4//var.dtype.itemsize, _mask(var.dtype)
|
||||
shift_am, div_idx = (bidx.src[1].cast(dtypes.uint32) % elems) * (8*var.dtype.itemsize), bidx.src[1] // elems
|
||||
new_v, wmask = (var & mask).cast(dtypes.uint32) << shift_am, ((mask << shift_am) ^ 0xFFFFFFFF).cast(dtypes.uint32)
|
||||
# preserve valid condition (bidx.src[2]) if it exists for gated stores
|
||||
idx_src = (bidx.src[0], div_idx) if len(bidx.src) == 2 else (bidx.src[0], div_idx, bidx.src[2])
|
||||
buf = UOp.load(UOp(Ops.INDEX, bidx.dtype, idx_src), dtype=dtypes.uint32)
|
||||
return UOp.store(UOp(Ops.INDEX, bidx.dtype, idx_src), ((buf & mask) | new_v.cast(dtypes.uint32)))
|
||||
return UOp.store(UOp(Ops.INDEX, bidx.dtype, idx_src), (buf & wmask) | new_v)
|
||||
|
||||
# load for char: sign_extend(buf[idx/4] >> ((idx%4)*8))
|
||||
def packed_load(root:UOp, bidx:UOp, dtype:DType, var:UOp|None=None):
|
||||
div_idx = bidx.src[1]//(4//dtype.itemsize)
|
||||
shift_am = (bidx.src[1].cast(dtypes.uint32)%UOp.const(dtypes.uint32, 4//dtype.itemsize))*UOp.const(dtypes.uint32, 8*dtype.itemsize)
|
||||
if var is not None: load = UOp.load(UOp(Ops.INDEX, bidx.dtype, (bidx.src[0], div_idx, bidx.src[2])), var, dtype=dtypes.uint32, arg=root.arg)
|
||||
else: load = UOp.load(UOp(Ops.INDEX, bidx.dtype, (bidx.src[0], div_idx)), *root.src[1:], dtype=dtypes.uint32, arg=root.arg)
|
||||
val = (load.cast(dtypes.uint32) >> shift_am) & (0xFF if dtype.itemsize == 1 else 0xFFFF)
|
||||
elems, mask = 4//dtype.itemsize, _mask(dtype)
|
||||
shift_am, div_idx = (bidx.src[1].cast(dtypes.uint32) % elems) * (8*dtype.itemsize), bidx.src[1] // elems
|
||||
idx = UOp(Ops.INDEX, bidx.dtype, (bidx.src[0], div_idx, bidx.src[2]) if var is not None else (bidx.src[0], div_idx))
|
||||
load = UOp.load(idx, *([var] if var is not None else root.src[1:]), dtype=dtypes.uint32, arg=root.arg)
|
||||
val = (load.cast(dtypes.uint32) >> shift_am) & mask
|
||||
return sign_extend(val, 8*dtype.itemsize).cast(dtype) if dtype in [dtypes.char, dtypes.short] else val.cast(dtype)
|
||||
|
||||
def is_packed(dt:DType, odt:DType|None = None) -> bool:
|
||||
if odt is None: odt = dt
|
||||
return dt.itemsize < 4 and dt.base != dtypes.half and (not isinstance(odt, PtrDType) or odt.addrspace != AddrSpace.REG)
|
||||
def _packed_size(dt:PtrDType): return dt.size // (4//dt.itemsize) if is_packed(dt) else dt.size
|
||||
|
||||
wgsl_matcher = PatternMatcher([
|
||||
(UPat((Ops.CMPLT, Ops.XOR), src=(UPat(name="a", dtype=dtypes.bool), UPat.var("b")), name="c"),
|
||||
@@ -61,10 +63,8 @@ class WGSLRenderer(CStyleLanguage):
|
||||
(UPat.cvar("x", dtype=dtypes.bool), lambda x: "true" if x.arg else "false"),
|
||||
(UPat(Ops.CONST, dtype=(dtypes.uchar, dtypes.ushort, dtypes.uint32), name="x"),
|
||||
lambda x: f"bitcast<u32>({x.arg})" if x.arg < 0 else f"{x.arg&0xFFFFFFFF}u"),
|
||||
(UPat(Ops.DEFINE_LOCAL, name="x"), lambda ctx,x:
|
||||
f"var<workgroup> {ctx[x]}: array<{ctx.buf_map(x.dtype.base)},{x.dtype.size//(4//x.dtype.itemsize) if is_packed(x.dtype) else x.dtype.size}>;"),
|
||||
(UPat(Ops.DEFINE_REG, name="x"), lambda ctx,x:
|
||||
f"var {ctx[x]}: array<{ctx.buf_map(x.dtype)},{x.dtype.size//(4//x.dtype.itemsize) if is_packed(x.dtype) else x.dtype.size}>;"),
|
||||
(UPat(Ops.DEFINE_LOCAL, name="x"), lambda ctx,x: f"var<workgroup> {ctx[x]}: array<{ctx.buf_map(x.dtype.base)},{_packed_size(x.dtype)}>;"),
|
||||
(UPat(Ops.DEFINE_REG, name="x"), lambda ctx,x: f"var {ctx[x]}: array<{ctx.buf_map(x.dtype)},{_packed_size(x.dtype)}>;"),
|
||||
(UPat(Ops.BITCAST, dtype=dtypes.half, name="x", src=(UPat(dtype=(dtypes.short, dtypes.ushort, dtypes.uint32),),)),
|
||||
lambda ctx,x: f"bitcast<vec2<f16>>({ctx[x.src[0]]})[0]"),
|
||||
(UPat(Ops.BITCAST, dtype=(dtypes.char, dtypes.uchar), name="x"), lambda ctx,x: f"bitcast<{ctx.type_map[x.dtype]}>({ctx[x.src[0]]}&0xFF)"),
|
||||
|
||||
@@ -21,8 +21,7 @@ from tinygrad.runtime.support.memory import AddrSpace
|
||||
if getenv("IOCTL"): import extra.hip_gpu_driver.hip_ioctl # noqa: F401 # pylint: disable=unused-import
|
||||
|
||||
SQTT = ContextVar("SQTT", abs(VIZ.value)>=2)
|
||||
SQTT_ITRACE_SE_MASK, SQTT_LIMIT_SE, SQTT_SIMD_SEL, SQTT_TOKEN_EXCLUDE = \
|
||||
ContextVar("SQTT_ITRACE_SE_MASK", 0b11), ContextVar("SQTT_LIMIT_SE", 0), ContextVar("SQTT_SIMD_SEL", 0), ContextVar("SQTT_TOKEN_EXCLUDE", 0)
|
||||
SQTT_ITRACE_SE_MASK, SQTT_LIMIT_SE = ContextVar("SQTT_ITRACE_SE_MASK", 0b11), ContextVar("SQTT_LIMIT_SE", 0)
|
||||
PMC = ContextVar("PMC", abs(VIZ.value)>=2)
|
||||
EVENT_INDEX_PARTIAL_FLUSH = 4 # based on a comment in nvd.h
|
||||
WAIT_REG_MEM_FUNCTION_EQ = 3 # ==
|
||||
@@ -253,18 +252,17 @@ class AMDComputeQueue(HWQueue):
|
||||
else:
|
||||
self.wreg(self.gc.regSQ_THREAD_TRACE_BUF0_SIZE, base_hi=buf0_hi, size=buf0s[se].size >> 12)
|
||||
self.wreg(self.gc.regSQ_THREAD_TRACE_BUF0_BASE, base_lo=buf0_lo)
|
||||
# NOTE: SQTT can only trace instructions on one simd per se, this selects the simd in first wgp in first sa.
|
||||
# NOTE: SQTT can only trace instructions on one simd per se, this selects first simd in first wgp in first sa.
|
||||
# For RGP to display instruction trace it has to see it on first SE. Howerver ACE/MEC/whatever does the dispatching starting with second se,
|
||||
# and on amdgpu/non-AM it also does weird things with dispatch order inside se: around 7 times out of 10 it starts from the last cu, but
|
||||
# sometimes not, especially if the kernel has more than one wavefront which means that kernels with small global size might get unlucky and
|
||||
# be dispatched on something else and not be seen in instruction tracing tab. You can force the wavefronts of a kernel to be dispatched on the
|
||||
# CUs you want to by disabling other CUs via bits in regCOMPUTE_STATIC_THREAD_MGMT_SE<x> and trace even kernels that only have one wavefront.
|
||||
# Use SQTT_SIMD_SEL to select which SIMD to trace (0-3). Memory ops show different InstOp values (0x2x vs 0x5x) based on SIMD.
|
||||
cs_wtype = (1 << 6) if self.dev.target >= (12,0,0) else self.soc.SQ_TT_WTYPE_INCLUDE_CS_BIT
|
||||
self.wreg(self.gc.regSQ_THREAD_TRACE_MASK, wtype_include=cs_wtype, simd_sel=SQTT_SIMD_SEL.value, wgp_sel=0, sa_sel=0)
|
||||
self.wreg(self.gc.regSQ_THREAD_TRACE_MASK, wtype_include=cs_wtype, simd_sel=0, wgp_sel=0, sa_sel=0)
|
||||
reg_include = self.soc.SQ_TT_TOKEN_MASK_SQDEC_BIT | self.soc.SQ_TT_TOKEN_MASK_SHDEC_BIT | self.soc.SQ_TT_TOKEN_MASK_GFXUDEC_BIT | \
|
||||
self.soc.SQ_TT_TOKEN_MASK_COMP_BIT | self.soc.SQ_TT_TOKEN_MASK_CONTEXT_BIT
|
||||
token_exclude = SQTT_TOKEN_EXCLUDE.value | ((1 << self.soc.SQ_TT_TOKEN_EXCLUDE_PERF_SHIFT) if self.dev.target < (12,0,0) else 0)
|
||||
token_exclude = (1 << self.soc.SQ_TT_TOKEN_EXCLUDE_PERF_SHIFT) if self.dev.target < (12,0,0) else 0
|
||||
|
||||
# disable instr tracing
|
||||
if not (SQTT_ITRACE_SE_MASK.value >> se) & 0b1:
|
||||
|
||||
@@ -293,7 +293,7 @@ class LNXPCIIfaceBase:
|
||||
class APLPCIIfaceBase(LNXPCIIfaceBase):
|
||||
def __init__(self, dev, dev_id, vendor, devices, bars, vram_bar, va_start, va_size, base_class:int|None=None):
|
||||
self.pci_dev, self.dev, self.vram_bar = APLPCIDevice(dev.__class__.__name__[:2], pcibus=f'usb4:{dev_id}', bars=bars), dev, vram_bar
|
||||
assert (read_vendor:=self.pci_dev.read_config(0x00, 2)) == vendor, f"Vendor ID mismatch: expected {vendor:#x}, got {read_vendor:#x}"
|
||||
assert (read_vendor:=self.pci_dev.read_config(pci.PCI_VENDOR_ID, 2)) == vendor, f"Vendor ID mismatch: expected {vendor:#x}, got {read_vendor:#x}"
|
||||
def map(self, b:HCQBuffer): raise RuntimeError(f"map failed: {b.owner} -> {self.dev}")
|
||||
|
||||
PCIIfaceBase:type = APLPCIIfaceBase if OSX else LNXPCIIfaceBase
|
||||
|
||||
Reference in New Issue
Block a user