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SPEED UP TRAINING WITH GPU-ACCELERATED TENSORFLOW
The fastest, easiest way to get started with deep learning on GPUs
Speed Up Training with GPU-Accelerated TensorFlow

Each of the models described in the previous section output either an execution time/minibatch or an average speed in examples/second, which can be converted to the time/minibatch by dividing into the batch size. The graphs show expected performance on systems with NVIDIA GPUs.

 

TensFlow CIFAR

 

Training Images Per Second for Inception v3 on Multiple GPUs

The Inception v3 model also supports training on multiple GPUs. The graph below shows the expected performance on 1, 2, and 4 Tesla GPUs per node.

TensFlow Inception Benchmark

 

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