THIS IS A TEST INSTANCE. ALL YOUR CHANGES WILL BE LOST!!!!
Performance Boost with Intel MKL-DNN backend from various models
Category | Model | Latency batchsize=1 (ms, small is better) | Throughput batchsize=128 (fps, big is better) | ||||
| w/o MKL-DNN | w/ MKL-DNN | speedup | w/o MKL-DNN | w/ MKL-DNN | speedup | ||
CNN/classification | ResNet-50 v1 | ||||||
| ResNet-50 v2 | |||||||
| Inception v3 | |||||||
| Inception v4 | |||||||
| DenseNet | |||||||
| MobileNet | |||||||
| VGG16 | |||||||
| AlexNet | |||||||
| inception-resnet v2 | |||||||
CNN/object detection | Faster R-CNN | ||||||
| SSD-VGG16 | |||||||
| SSD-MobileNet | |||||||
RNN | GNMT | ||||||
| GAN | DCGAN | ||||||