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[test] refactor tests with spawn (#3452)

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* [test] added spawn decorator

* polish code

* polish code

* polish code

* polish code

* polish code

* polish code
This commit is contained in:
Frank Lee
2023-04-06 14:51:35 +08:00
committed by GitHub
parent 62f4e2eb07
commit 80eba05b0a
240 changed files with 1723 additions and 2342 deletions
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14
tests/test_autochunk/test_autochunk_transformer/test_autochunk_gpt.py
View File

@@ -1,9 +1,7 @@
from functools import partial
from typing import List, Tuple
import pytest
import torch
import torch.multiprocessing as mp
try:
from transformers import GPT2Config, GPT2Model
@@ -16,6 +14,7 @@ except:
from test_autochunk_transformer_utils import run_test
from colossalai.autochunk.autochunk_codegen import AUTOCHUNK_AVAILABLE
from colossalai.testing import clear_cache_before_run, parameterize, spawn
BATCH_SIZE = 1
SEQ_LENGTH = 512
@@ -35,18 +34,19 @@ def get_data(shape: tuple) -> Tuple[List, List]:
not (AUTOCHUNK_AVAILABLE and HAS_REPO),
reason="torch version is lower than 1.12.0",
)
@pytest.mark.parametrize("model", MODELS)
@pytest.mark.parametrize("shape", [(BATCH_SIZE, SEQ_LENGTH)])
@pytest.mark.parametrize("max_memory", [None, 6, 8])
@clear_cache_before_run()
@parameterize("model", MODELS)
@parameterize("shape", [(BATCH_SIZE, SEQ_LENGTH)])
@parameterize("max_memory", [None, 6, 8])
def test_autochunk_gpt(model, shape, max_memory):
run_func = partial(
spawn(
run_test,
1,
data=get_data(shape),
max_memory=max_memory,
model=model,
config=GPT2Config(n_embd=96, n_positions=shape[1], n_layer=2, n_head=4),
)
mp.spawn(run_func, nprocs=1)
if __name__ == "__main__":

2
tests/test_autochunk/test_autochunk_transformer/test_autochunk_transformer_utils.py
View File

@@ -8,7 +8,7 @@ from colossalai.autochunk.autochunk_codegen import AUTOCHUNK_AVAILABLE
from colossalai.core import global_context as gpc
from colossalai.fx.graph_module import ColoGraphModule
from colossalai.fx.passes.meta_info_prop import MetaInfoProp
from colossalai.utils import free_port
from colossalai.testing import free_port
if AUTOCHUNK_AVAILABLE:
from colossalai.autochunk.autochunk_codegen import AutoChunkCodeGen