Recall vs Heuristic vs MXNet
We compare the latency based on recall and on what the recall time would be if we were to have followed the CUDNN suggestion. The impact on end-to-end time is shown in the figures bellow.
ArcFace
We compare our recall time vs MXNet for the ArcFace on a Tesla V100-SXM2-16GB
Time
Normalized Time
BVLC_AlexNet
We compare our recall time vs MXNet for the BVLC_AlexNet on a Tesla V100-SXM2-16GB
Time
Normalized Time
BVLC_CaffeNet
We compare our recall time vs MXNet for the BVLC_CaffeNet on a Tesla V100-SXM2-16GB
Time
Normalized Time
BVLC_GoogleNet
We compare our recall time vs MXNet for the BVLC_GoogleNet on a Tesla V100-SXM2-16GB
Time
Normalized Time
BVLC_RCNN_ILSVRC13
We compare our recall time vs MXNet for the BVLC_RCNN_ILSVRC13 on a Tesla V100-SXM2-16GB
Time
Normalized Time
DenseNet-121
We compare our recall time vs MXNet for the DenseNet-121 on a Tesla V100-SXM2-16GB
Time
Normalized Time
DUC
We compare our recall time vs MXNet for the DUC on a Tesla V100-SXM2-16GB
Time
Normalized Time
Emotion-FerPlus
We compare our recall time vs MXNet for the Emotion-FerPlus on a Tesla V100-SXM2-16GB
Time
Normalized Time
Inception-v1
We compare our recall time vs MXNet for the Inception-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
Inception-v2
We compare our recall time vs MXNet for the Inception-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
MNIST
We compare our recall time vs MXNet for the MNIST on a Tesla V100-SXM2-16GB
Time
Normalized Time
MobileNet-v2
We compare our recall time vs MXNet for the MobileNet-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet018-v1
We compare our recall time vs MXNet for the ResNet018-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet018-v2
We compare our recall time vs MXNet for the ResNet018-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet034-v1
We compare our recall time vs MXNet for the ResNet034-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet034-v2
We compare our recall time vs MXNet for the ResNet034-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet050-v1
We compare our recall time vs MXNet for the ResNet050-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet050-v2
We compare our recall time vs MXNet for the ResNet050-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet101-v1
We compare our recall time vs MXNet for the ResNet101-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet101-v2
We compare our recall time vs MXNet for the ResNet101-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet152-v1
We compare our recall time vs MXNet for the ResNet152-v1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
ResNet152-v2
We compare our recall time vs MXNet for the ResNet152-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
Shufflenet
We compare our recall time vs MXNet for the Shufflenet on a Tesla V100-SXM2-16GB
Time
Normalized Time
Squeezenet-v1.1
We compare our recall time vs MXNet for the Squeezenet-v1.1 on a Tesla V100-SXM2-16GB
Time
Normalized Time
Tiny_YOLO-v2
We compare our recall time vs MXNet for the Tiny_YOLO-v2 on a Tesla V100-SXM2-16GB
Time
Normalized Time
VGG16-BN
We compare our recall time vs MXNet for the VGG16-BN on a Tesla V100-SXM2-16GB
Time
Normalized Time
VGG16
We compare our recall time vs MXNet for the VGG16 on a Tesla V100-SXM2-16GB
Time
Normalized Time
VGG19-BN
We compare our recall time vs MXNet for the VGG19-BN on a Tesla V100-SXM2-16GB
Time
Normalized Time
VGG19
We compare our recall time vs MXNet for the VGG19 on a Tesla V100-SXM2-16GB
Time
Normalized Time
Zfnet512
We compare our recall time vs MXNet for the Zfnet512 on a Tesla V100-SXM2-16GB
Time
Normalized Time
