Skip to content

skip MOE python test when MPI is not installed #24116

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
tianleiwu merged 2 commits into from
Mar 21, 2025
Merged

skip MOE python test when MPI is not installed #24116

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
c373522
skip moe test when MPI not installed
tianleiwu Mar 20, 2025
484a2bc
refactoring
tianleiwu Mar 20, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
27 changes: 18 additions & 9 deletions onnxruntime/test/python/transformers/sharded_moe/test_sharded_moe.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,22 +6,28 @@
import unittest

import numpy as np
from mpi4py import MPI
from onnx import TensorProto, helper

import onnxruntime

np.random.seed(3)
try:
from mpi4py import MPI

comm = MPI.COMM_WORLD
except (ImportError, RuntimeError):
comm = None

comm = MPI.COMM_WORLD
has_mpi = comm is not None

np.random.seed(3)


def get_rank():
return comm.Get_rank()
return comm.Get_rank() if comm else 0


def get_size():
return comm.Get_size()
return comm.Get_size() if comm else 0


def print_out(*args):
Expand Down Expand Up @@ -254,7 +260,7 @@ def run_ort_with_parity_check(
)


def test_moe_with_tensor_parallelism(
def run_moe_with_tensor_parallelism(
hidden_size,
inter_size,
num_experts,
Expand Down Expand Up @@ -327,7 +333,7 @@ def get_fc2_tensor_shards(expert_weights):
)


def test_moe_with_expert_parallelism(
def run_moe_with_expert_parallelism(
hidden_size,
inter_size,
num_experts,
Expand Down Expand Up @@ -390,19 +396,22 @@ def test_moe_with_expert_parallelism(

class TestMoE(unittest.TestCase):
def test_moe_parallelism(self):
if not has_mpi:
self.skipTest("No MPI support")

for hidden_size in [128, 1024]:
for inter_size in [512, 2048]:
for num_experts in [64]:
for num_rows in [1024]:
print_out("EP")
test_moe_with_expert_parallelism(
run_moe_with_expert_parallelism(
hidden_size,
inter_size,
num_experts,
num_rows,
)
print_out("TP")
test_moe_with_tensor_parallelism(
run_moe_with_tensor_parallelism(
hidden_size,
inter_size,
num_experts,
Expand Down
Loading