test_measure.py

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"""
test measure.py
"""
from measure import run
import subprocess
import logging

import mxnet as mx

def get_gpus():
    return ','.join([str(i) for i in range(mx.util.get_gpu_count())])

def test_measure(**kwargs):
    logging.info(kwargs)
    res = run(image_shape='3,224,224', num_classes=1000,
              num_layers=50, disp_batches=2, num_batches=2, test_results=1, **kwargs)
    assert len(res) == 1
    assert res[0].error < 1e-4

if __name__ == '__main__':
    gpus = get_gpus()
    assert gpus is not ''
    test_measure(gpus=gpus, network='alexnet', optimizer=None, kv_store='device')
    test_measure(gpus=gpus, network='resnet', optimizer='sgd', kv_store='device')
    test_measure(gpus=gpus, network='inception-bn', optimizer=None, kv_store='local')
    test_measure(gpus=gpus, network='resnet', optimizer=None, kv_store='local')
    test_measure(gpus=gpus, network='resnet', optimizer='sgd', kv_store='local')