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TheRock/rocm-libraries/projects/hipblaslt/tensilelite/Tensile/TensileLogic/ValidMatrixInstruction.py
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Flatten subprojects into a single base monorepo
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Python

################################################################################
#
# Copyright (C) 2025 Advanced Micro Devices, Inc. All rights reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
#
################################################################################
"""
ValidMatrixInstruction
---
Format: (M x N x K x B)
XDLOPS tile definition, only valid for gfx908, gfx90a
MxNxKxB specifies matrix instruction variants
MxNxB determines the shape of the C tile each instruction worked on
K determines the unroll depth
Alternative format: (M x N x K x B x MIBlockM x WaveTileM x WaveTileN x WaveM x WaveN)
(Note: MxN means M-by-N in the following comments)
MIBlockM determines how many blocks along M dimension for multi-block MI variants. Concrete examples:
- MI 16x16x1x4 (4-block variant) with MIBlockM=4 -> (16x16)*(4x1)=64x16 tile per instruction executed
- MI 32x32x1x2 (2-block variant) with MIBlockM=1 -> (32x32)*(1x2)=32x64 tile per instruction executed
WaveTileM/N are dimensions of the C tile each wave works on, and is close to the concept of ThreadTile in classic VALU kernels
- WT 4x1 -> each wave executes 4x1 matrix instructions on the C tile of total area (4*MITileM)x(1*MITileN)
WaveM/N are dimensions of waves spawned for one workgroup where each wave consists of 64 threads
- Wave2x2 -> a total of 4 waves in one workgroup of shape 2x2
Putting it all together:
- [32, 32, 1, 2, 1, 4, 1, 2, 2]
^^^^^^^^^^^^ ^ ^^^^ ^^^^
MatrixInst BlkM WT Wave
- means (32x64) per MI * (4x1) per wave * (2x2) per workgroup = (32*4*2)x(64*1*2) = 256x128 macro tile
Tensile will ignore the parameters ThreadTile and WorkGroup when the alternative format is used
Notes:
- If empty, do not use these instructions
"""
from typing import Dict
from pathlib import Path
from Tensile.Common import IsaVersion, IsaInfo, elineno
from Tensile.SolutionStructs.Validators.MatrixInstruction import validateMIParameters
def _validateMatrixInstruction(
solution: dict, isaInfoMap: Dict[IsaVersion, IsaInfo], filepath: Path
) -> bool:
try:
validateMIParameters(solution, isaInfoMap)
assert solution["Valid"], f"Solution was rejected: {elineno()}"
return True
except AssertionError as e:
print(
f"Error: Validation failed: {e} (file: {filepath}, index: {solution['SolutionIndex']})"
)
return False