ColossalAI/tests/test_layers/test_1d/test_1d.py

44 lines
1.1 KiB
Python

#!/usr/bin/env python
# -*- encoding: utf-8 -*-
import pytest
import torch
from checks_1d.check_layer_1d import *
from colossalai.core import global_context as gpc
from colossalai.initialize import launch
from colossalai.logging import disable_existing_loggers
from colossalai.testing import rerun_if_address_is_in_use, spawn
CONFIG = dict(parallel=dict(pipeline=dict(size=1), tensor=dict(size=4, mode='1d')),)
def check_layer(rank, world_size, port):
disable_existing_loggers()
launch(config=CONFIG, rank=rank, world_size=world_size, host='localhost', port=port, backend='nccl')
check_linear_col()
check_linear_row()
check_embed()
check_vocab_parallel_embed()
check_classifier_no_given_weight()
check_vocab_parallel_classifier_no_given_weight()
check_classifier_given_embed_weight()
check_vocab_parallel_classifier_given_embed_weight()
check_vocab_parallel_loss()
check_linear_row_stream_inference()
gpc.destroy()
torch.cuda.empty_cache()
@pytest.mark.dist
@rerun_if_address_is_in_use()
def test_1d():
spawn(check_layer, 4)
if __name__ == '__main__':
test_1d()