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119 changes: 56 additions & 63 deletions testdata/dnn/download_models.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,12 +7,6 @@
import tarfile
import requests

if sys.version_info[0] < 3:
from urllib2 import urlopen
else:
from urllib.request import urlopen


class Model:
MB = 1024*1024
BUFSIZE = 10*MB
Expand All @@ -31,12 +25,12 @@ def __str__(self):

def printRequest(self, r):
def getMB(r):
d = dict(r.info())
d = dict(r.headers)
for c in ['content-length', 'Content-Length']:
if c in d:
return int(d[c]) / self.MB
return '<unknown>'
print(' {} {} [{} Mb]'.format(r.getcode(), r.msg, getMB(r)))
print(' {} [{} Mb]'.format(r.status_code, getMB(r)))

def verify(self):
if not self.sha:
Expand All @@ -54,7 +48,7 @@ def verify(self):
self.sha_actual = sha.hexdigest()
return self.sha == self.sha_actual
except Exception as e:
print(' catch {}'.format(e))
print(' verify {}'.format(e))

def get(self):
if self.verify():
Expand Down Expand Up @@ -90,31 +84,42 @@ def get(self):

def download(self):
try:
r = urlopen(self.url, timeout=60)
session = requests.Session()
r = session.get(self.url, stream=True, timeout=60)
self.printRequest(r)
self.save(r)

with open(self.filename, 'wb') as f:
print(' progress ', end='')
sys.stdout.flush()
for buf in r.iter_content(self.BUFSIZE):
if not buf:
continue
f.write(buf)
print('>', end='')
sys.stdout.flush()

except Exception as e:
print(' catch {}'.format(e))
print(' download {}'.format(e))

def extract(self):
try:
with tarfile.open(self.archive) as f:
assert self.member in f.getnames()
self.save(f.extractfile(self.member))
except Exception as e:
print(' catch {}'.format(e))
r = f.extractfile(self.member)

def save(self, r):
with open(self.filename, 'wb') as f:
print(' progress ', end='')
sys.stdout.flush()
while True:
buf = r.read(self.BUFSIZE)
if not buf:
break
f.write(buf)
print('>', end='')
sys.stdout.flush()
with open(self.filename, 'wb') as f:
print(' progress ', end='')
sys.stdout.flush()
while True:
buf = r.read(self.BUFSIZE)
if not buf:
break
f.write(buf)
print('>', end='')
sys.stdout.flush()

except Exception as e:
print(' extract {}'.format(e))

def handle_bad_download(self):
if os.path.exists(self.filename):
Expand Down Expand Up @@ -220,14 +225,14 @@ def get_confirm_token(response): # in case of large files
filename='squeezenet_v1.1.caffemodel'),
Model(
name='MobileNet-SSD', # https://github.com/chuanqi305/MobileNet-SSD
url='https://drive.google.com/uc?export=download&id=0B3gersZ2cHIxRm5PMWRoTkdHdHc',
sha='994d30a8afaa9e754d17d2373b2d62a7dfbaaf7a',
filename='MobileNetSSD_deploy.caffemodel'),
url='https://raw.githubusercontent.com/chuanqi305/MobileNet-SSD/97406996b1eee2d40eb0a00ae567cf41e23369f9/mobilenet_iter_73000.caffemodel',
sha='19e3ec38842f3e68b02c07a1c24424a1e9db57e9',
filename='MobileNetSSD_deploy_19e3ec3.caffemodel'),
Model(
name='MobileNet-SSD',
url='https://raw.githubusercontent.com/chuanqi305/MobileNet-SSD/daef68a6c2f5fbb8c88404266aa28180646d17e0/MobileNetSSD_deploy.prototxt',
sha='d77c9cf09619470d49b82a9dd18704813a2043cd',
filename='MobileNetSSD_deploy.prototxt'),
url='https://raw.githubusercontent.com/chuanqi305/MobileNet-SSD/97406996b1eee2d40eb0a00ae567cf41e23369f9/deploy.prototxt',
sha='50cf80235a8fcccc641bf9f8efc803edbf21c615',
filename='MobileNetSSD_deploy_19e3ec3.prototxt'),
Model(
name='OpenFace', # https://github.com/cmusatyalab/openface
url='https://storage.cmusatyalab.org/openface-models/nn4.small2.v1.t7',
Expand Down Expand Up @@ -298,7 +303,7 @@ def get_confirm_token(response): # in case of large files
filename='ssd_mobilenet_v2_coco_2018_03_29.pb'),
Model(
name='Colorization',
url='https://raw.githubusercontent.com/richzhang/colorization/master/models/colorization_deploy_v2.prototxt',
url='https://raw.githubusercontent.com/richzhang/colorization/caffe/models/colorization_deploy_v2.prototxt',
sha='f528334e386a69cbaaf237a7611d833bef8e5219',
filename='colorization_deploy_v2.prototxt'),
Model(
Expand Down Expand Up @@ -432,29 +437,17 @@ def get_confirm_token(response): # in case of large files
filename='faster_rcnn_resnet50_coco_2018_01_28.pb'),
Model(
name='AlexNet (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/bvlc_alexnet.tar.gz',
sha='c713be2852472582224fa7395e2ab4641f8b6356',
filename='bvlc_alexnet.tar.gz'),
Model(
name='AlexNet (ONNX)',
archive='bvlc_alexnet.tar.gz',
member='bvlc_alexnet/model.onnx',
url='https://github.com/onnx/models/raw/69c5d3751dda5349fd3fc53f525395d180420c07/vision/classification/alexnet/model/bvlcalexnet-8.onnx',
sha='b256703f2b125d8681a0a6e5a40a6c9deb7d2b4b',
filename='onnx/models/alexnet.onnx'),
Model(
name='GoogleNet (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/bvlc_googlenet.tar.gz',
sha='739732220ba2e3efa88f7c26f13badad9b7514bc',
filename='bvlc_googlenet.tar.gz'),
Model(
name='GoogleNet (ONNX)',
archive='bvlc_googlenet.tar.gz',
member='bvlc_googlenet/model.onnx',
url='https://github.com/onnx/models/raw/69c5d3751dda5349fd3fc53f525395d180420c07/vision/classification/inception_and_googlenet/googlenet/model/googlenet-8.onnx',
sha='534a16d7e2472f6a9a1925a5ee6c9abc2f5c02b0',
filename='onnx/models/googlenet.onnx'),
Model(
name='CaffeNet (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/bvlc_reference_caffenet.tar.gz',
url='https://github.com/onnx/models/raw/4eff8f9b9189672de28d087684e7085ad977747c/vision/classification/caffenet/model/caffenet-8.tar.gz',
sha='f9f5dd60d4c9172a7e26bd4268eab7ecddb37393',
filename='bvlc_reference_caffenet.tar.gz'),
Model(
Expand All @@ -477,7 +470,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_caffenet.pb'),
Model(
name='RCNN_ILSVRC13 (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/bvlc_reference_rcnn_ilsvrc13.tar.gz',
url='https://github.com/onnx/models/raw/cbda9ebd037241c6c6a0826971741d5532af8fa4/vision/classification/rcnn_ilsvrc13/model/rcnn-ilsvrc13-8.tar.gz',
sha='b1b27a41066c26f824d57e99036dc885459017f0',
filename='bvlc_reference_rcnn_ilsvrc13.tar.gz'),
Model(
Expand All @@ -500,7 +493,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_rcnn_ilsvrc13.pb'),
Model(
name='ZFNet512 (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/zfnet512.tar.gz',
url='https://github.com/onnx/models/raw/f884b33c3e2371952aad7ea091898f418c830fe5/vision/classification/zfnet-512/model/zfnet512-8.tar.gz',
sha='c040c455c8aac71c8cda57595b698b76449e4ff4',
filename='zfnet512.tar.gz'),
Model(
Expand All @@ -523,7 +516,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_zfnet512.pb'),
Model(
name='VGG16_bn (ONNX)',
url='https://s3.amazonaws.com/onnx-model-zoo/vgg/vgg16-bn/vgg16-bn.tar.gz',
url='https://github.com/onnx/models/raw/f884b33c3e2371952aad7ea091898f418c830fe5/vision/classification/vgg/model/vgg16-bn-7.tar.gz',
sha='60f4685aed632d2ce3b137017cf44ae1a5c55459',
filename='vgg16-bn.tar.gz'),
Model(
Expand All @@ -546,7 +539,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_vgg16-bn.pb'),
Model(
name='ResNet-18v1 (ONNX)',
url='https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet18v1/resnet18v1.tar.gz',
url='https://github.com/onnx/models/raw/69c5d3751dda5349fd3fc53f525395d180420c07/vision/classification/resnet/model/resnet18-v1-7.tar.gz',
sha='d132be4857d024de9caa21fd5300dee7c063bc35',
filename='resnet18v1.tar.gz'),
Model(
Expand All @@ -569,7 +562,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_resnet18v1.pb'),
Model(
name='ResNet-50v1 (ONNX)',
url='https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet50v1/resnet50v1.tar.gz',
url='https://github.com/onnx/models/raw/69c5d3751dda5349fd3fc53f525395d180420c07/vision/classification/resnet/model/resnet50-v1-7.tar.gz',
sha='a4ac2da7e0024d61fdb80481496ba966b48b9fea',
filename='resnet50v1.tar.gz'),
Model(
Expand All @@ -592,7 +585,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_resnet50v1.pb'),
Model(
name='ResNet50-Int8 (ONNX)',
url='https://github.com/onnx/models/raw/master/vision/classification/resnet/model/resnet50-v1-12-int8.tar.gz',
url='https://github.com/onnx/models/raw/771185265efbdc049fb223bd68ab1aeb1aecde76/vision/classification/resnet/model/resnet50-v1-12-int8.tar.gz',
sha='2ff2a58f4a27362ee6234915452e86287cdcf269',
filename='resnet50-v1-12-int8.tar.gz'),
Model(
Expand Down Expand Up @@ -626,7 +619,7 @@ def get_confirm_token(response): # in case of large files
filename='ssd_mobilenet_v1_ppn_coco.pb'),
Model(
name='ResNet101_DUC_HDC (ONNX)',
url='https://s3.amazonaws.com/onnx-model-zoo/duc/ResNet101_DUC_HDC.tar.gz',
url='https://github.com/onnx/models/raw/69c5d3751dda5349fd3fc53f525395d180420c07/vision/classification/resnet/model/resnet101-v1-7.tar.gz',
sha='f8314f381939d01045ac31dbb53d7d35fe3ff9a0',
filename='ResNet101_DUC_HDC.tar.gz'),
Model(
Expand All @@ -649,7 +642,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_resnet101_duc_hdc.pb'),
Model(
name='TinyYolov2 (ONNX)',
url='https://www.cntk.ai/OnnxModels/tiny_yolov2/opset_1/tiny_yolov2.tar.gz',
url='https://github.com/onnx/models/raw/3d4b2c28f951064ab35c89d5f5c3ffe74a149e4b/vision/object_detection_segmentation/tiny-yolov2/model/tinyyolov2-1.tar.gz',
sha='b9102abb8fa6f51368119b52146c30189353164a',
filename='tiny_yolov2.tar.gz'),
Model(
Expand All @@ -672,7 +665,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_tiny_yolo2.pb'),
Model(
name='CNN Mnist (ONNX)',
url='https://www.cntk.ai/OnnxModels/mnist/opset_7/mnist.tar.gz',
url='https://github.com/onnx/models/raw/cbda9ebd037241c6c6a0826971741d5532af8fa4/vision/classification/mnist/model/mnist-7.tar.gz',
sha='8bcd3372e44bd95dc8a211bc31fb3025d8edf9f9',
filename='mnist.tar.gz'),
Model(
Expand Down Expand Up @@ -741,7 +734,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_LResNet100E_IR.pb'),
Model(
name='Emotion FERPlus (ONNX)',
url='https://www.cntk.ai/OnnxModels/emotion_ferplus/opset_7/emotion_ferplus.tar.gz',
url='https://github.com/onnx/models/raw/7cee9777a86dd6e80040d6b786869a83d2ad1273/vision/body_analysis/emotion_ferplus/model/emotion-ferplus-7.tar.gz',
sha='9ff80899c0cd468999db5d8ffde98780ef85455e',
filename='emotion_ferplus.tar.gz'),
Model(
Expand All @@ -764,7 +757,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_emotion_ferplus.pb'),
Model(
name='Squeezenet (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/squeezenet.tar.gz',
url='https://github.com/onnx/models/raw/f884b33c3e2371952aad7ea091898f418c830fe5/vision/classification/squeezenet/model/squeezenet1.0-8.tar.gz',
sha='57348321d4d460c07c41af814def3abe728b3a03',
filename='squeezenet.tar.gz'),
Model(
Expand All @@ -787,7 +780,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_squeezenet.pb'),
Model(
name='DenseNet121 (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/densenet121.tar.gz',
url='https://github.com/onnx/models/raw/4eff8f9b9189672de28d087684e7085ad977747c/vision/classification/densenet-121/model/densenet-8.tar.gz',
sha='338b70e871e73b0550fc8ccc0863b8382e90e8e5',
filename='densenet121.tar.gz'),
Model(
Expand All @@ -810,7 +803,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_densenet121.pb'),
Model(
name='Inception v1 (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/inception_v1.tar.gz',
url='https://github.com/onnx/models/raw/4eff8f9b9189672de28d087684e7085ad977747c/vision/classification/inception_and_googlenet/inception_v1/model/inception-v1-8.tar.gz',
sha='94ecb2bd1426704dca578dc746e3c27bedf22352',
filename='inception_v1.tar.gz'),
Model(
Expand All @@ -833,7 +826,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_inception_v1.pb'),
Model(
name='Inception v2 (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_8/inception_v2.tar.gz',
url='https://github.com/onnx/models/raw/4eff8f9b9189672de28d087684e7085ad977747c/vision/classification/inception_and_googlenet/inception_v2/model/inception-v2-8.tar.gz',
sha='d07a442a84d939232c37c976fd8d624fa9f82026',
filename='inception_v2.tar.gz'),
Model(
Expand All @@ -856,7 +849,7 @@ def get_confirm_token(response): # in case of large files
filename='onnx/data/output_inception_v2.pb'),
Model(
name='Shufflenet (ONNX)',
url='https://s3.amazonaws.com/download.onnx/models/opset_9/shufflenet.tar.gz',
url='https://github.com/onnx/models/raw/f884b33c3e2371952aad7ea091898f418c830fe5/vision/classification/shufflenet/model/shufflenet-9.tar.gz',
sha='c99afcb7fcc809c0688cc99cb3709a052fde1de7',
filename='shufflenet.tar.gz'),
Model(
Expand Down