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Gallery

This gallery contains example tradeoff curves for the 10 DNN benchmarks in HPVM. The performances shown are measured on Jetson TX2; these numbers are close to what is shown in ApproxTuner, with small differences due to variation in autotuning and profiling.

Tradeoff curves of 10 benchmark DNN networks.
_static/lenet_mnist.png _static/alexnet2_cifar10.png
_static/alexnet_cifar10.png _static/alexnet_imagenet.png
_static/vgg16_cifar10.png _static/vgg16_cifar100.png
_static/mobilenet_cifar10.png _static/resnet18_cifar10.png
_static/vgg16_imagenet.png _static/resnet50_imagenet.png