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Fix for MXNet integ test #117

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Merged
merged 1 commit into from
Dec 30, 2019
Merged

Fix for MXNet integ test #117

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40 changes: 29 additions & 11 deletions tests/zero_code_change/mxnet_gluon_integration_test.py
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Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,9 @@
from mxnet import autograd, gluon
from mxnet.gluon import nn

# First Party
from smdebug.core.utils import SagemakerSimulator


def parse_args():
parser = argparse.ArgumentParser(
Expand Down Expand Up @@ -155,17 +158,32 @@ def main():
# Start the training.
train_data, val_data = prepare_data(opt.batch_size)

train_model(
net=net,
epochs=opt.epochs,
ctx=context,
learning_rate=opt.learning_rate,
momentum=0.9,
train_data=train_data,
val_data=val_data,
)
if opt.validate:
validate()
json_file_contents = """
{
"S3OutputPath": "s3://sagemaker-test",
"LocalPath": "/tmp/mxnet_integ_test",
"CollectionConfigurations": [
{
"CollectionName": "losses",
"CollectionParameters": {
"save_interval": 100
}
}
]
}
"""
with SagemakerSimulator(json_file_contents=json_file_contents) as sim:
train_model(
net=net,
epochs=opt.epochs,
ctx=context,
learning_rate=opt.learning_rate,
momentum=0.9,
train_data=train_data,
val_data=val_data,
)
if opt.validate:
validate()


if __name__ == "__main__":
Expand Down