ML Models

ML Models

BatchSize 1 BatchSize 2 BatchSize 4 BatchSize 8 BatchSize 16 BatchSize 32

We consider the following 30 models in the paper

IDNAMEURL
1ArcFacehttps://s3.amazonaws.com/onnx-model-zoo/arcface/resnet100/resnet100.tar.gz
2BVLC_AlexNethttps://s3.amazonaws.com/download.onnx/models/opset_9/bvlc_alexnet.tar.gz
3BVLC_CaffeNethttps://s3.amazonaws.com/download.onnx/models/opset_9/bvlc_reference_caffenet.tar.gz
4BVLC_GoogleNethttps://s3.amazonaws.com/download.onnx/models/opset_9/bvlc_googlenet.tar.gz
5BVLC_RCNN_ILSVRC13https://s3.amazonaws.com/download.onnx/models/opset_9/bvlc_reference_rcnn_ilsvrc13.tar.gz
7DenseNet-121https://s3.amazonaws.com/download.onnx/models/opset_9/densenet121.tar.gz
6DUChttps://s3.amazonaws.com/onnx-model-zoo/duc/ResNet101_DUC_HDC.tar.gz
8Emotion-FerPlushttps://onnxzoo.blob.core.windows.net/models/opset_8/emotion_ferplus/emotion_ferplus.tar.gz
9Inception-v1https://s3.amazonaws.com/download.onnx/models/opset_9/inception_v1.tar.gz
10Inception-v2https://s3.amazonaws.com/download.onnx/models/opset_9/inception_v2.tar.gz
11MNISThttps://onnxzoo.blob.core.windows.net/models/opset_8/mnist/mnist.tar.gz
12MobileNet-v2https://s3.amazonaws.com/onnx-model-zoo/mobilenet/mobilenetv2-1.0/mobilenetv2-1.0.tar.gz
13ResNet018-v1https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet18v1/resnet18v1.tar.gz
14ResNet018-v2https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet18v2/resnet18v2.tar.gz
15ResNet034-v1https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet34v1/resnet34v1.tar.gz
16ResNet034-v2https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet34v2/resnet34v2.tar.gz
17ResNet050-v1https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet50v1/resnet50v1.tar.gz
18ResNet050-v2https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet50v2/resnet50v2.tar.gz
19ResNet101-v1https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet101v1/resnet101v1.tar.gz
20ResNet101-v2https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet101v2/resnet101v2.tar.gz
21ResNet152-v1https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet152v1/resnet152v1.tar.gz
22ResNet152-v2https://s3.amazonaws.com/onnx-model-zoo/resnet/resnet152v2/resnet152v2.tar.gz
23Shufflenethttps://s3.amazonaws.com/download.onnx/models/opset_9/shufflenet.tar.gz
24Squeezenet-v1.1https://s3.amazonaws.com/onnx-model-zoo/squeezenet/squeezenet1.1/squeezenet1.1.tar.gz
25Tiny_YOLO-v2https://onnxzoo.blob.core.windows.net/models/opset_8/tiny_yolov2/tiny_yolov2.tar.gz
26VGG16https://s3.amazonaws.com/onnx-model-zoo/vgg/vgg16/vgg16.tar.gz
27VGG16-BNhttps://s3.amazonaws.com/onnx-model-zoo/vgg/vgg16-bn/vgg16-bn.tar.gz
28VGG19https://s3.amazonaws.com/onnx-model-zoo/vgg/vgg19/vgg19.tar.gz
29VGG19-BNhttps://s3.amazonaws.com/onnx-model-zoo/vgg/vgg19-bn/vgg19-bn.tar.gz
30Zfnet512https://s3.amazonaws.com/download.onnx/models/opset_9/zfnet512.tar.gz

Downloading Models

Helper functions to download these models within the tool exist

benanza downloadmodels -o ~/data/

Once downloaded, the models can be queried using

benanza downloadmodels --model_path ~/data