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1 change: 1 addition & 0 deletions tests/integ/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@
HOSTING_NO_P2_REGIONS = ['ca-central-1', 'eu-central-1', 'eu-west-2', 'us-west-1']
HOSTING_NO_P3_REGIONS = ['ap-southeast-1', 'ap-southeast-2', 'ap-south-1', 'ca-central-1',
'eu-central-1', 'eu-west-2', 'us-west-1']
TRAINING_NO_P2_REGIONS = ['ap-southeast-1', 'ap-southeast-2']

# EI is currently only supported in the following regions
# regions were derived from https://aws.amazon.com/machine-learning/elastic-inference/pricing/
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3 changes: 2 additions & 1 deletion tests/integ/test_chainer_train.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,7 +36,8 @@ def test_distributed_cpu_training(sagemaker_session, chainer_full_version):
_run_mnist_training_job(sagemaker_session, "ml.c4.xlarge", 2, chainer_full_version)


@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS,
@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS
or tests.integ.test_region() in tests.integ.TRAINING_NO_P2_REGIONS,
reason='no ml.p2 instances in these regions')
def test_distributed_gpu_training(sagemaker_session, chainer_full_version):
_run_mnist_training_job(sagemaker_session, "ml.p2.xlarge", 2, chainer_full_version)
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3 changes: 2 additions & 1 deletion tests/integ/test_pytorch_train.py
Original file line number Diff line number Diff line change
Expand Up @@ -75,7 +75,8 @@ def test_deploy_model(pytorch_training_job, sagemaker_session):
assert output.shape == (batch_size, 10)


@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS,
@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS
or tests.integ.test_region() in tests.integ.TRAINING_NO_P2_REGIONS,
reason='no ml.p2 instances in these regions')
def test_async_fit_deploy(sagemaker_session, pytorch_full_version):
training_job_name = ""
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3 changes: 2 additions & 1 deletion tests/integ/test_tf_cifar.py
Original file line number Diff line number Diff line change
Expand Up @@ -38,7 +38,8 @@ def __call__(self, data):
@pytest.mark.canary_quick
@pytest.mark.skipif(tests.integ.PYTHON_VERSION != 'py2',
reason="TensorFlow image supports only python 2.")
@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS,
@pytest.mark.skipif(tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS
or tests.integ.test_region() in tests.integ.TRAINING_NO_P2_REGIONS,
reason='no ml.p2 instances in these regions')
def test_cifar(sagemaker_session, tf_full_version):
with timeout(minutes=45):
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3 changes: 2 additions & 1 deletion tests/integ/test_tf_script_mode.py
Original file line number Diff line number Diff line change
Expand Up @@ -42,7 +42,8 @@
'ml.c5.xlarge',
pytest.param('ml.p2.xlarge',
marks=pytest.mark.skipif(
tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS,
tests.integ.test_region() in tests.integ.HOSTING_NO_P2_REGIONS
or tests.integ.test_region() in tests.integ.TRAINING_NO_P2_REGIONS,
reason='no ml.p2 instances in this region'))])
def instance_type(request):
return request.param
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