TensorBoard is a TensorFlow’s visualization toolkit.
$ python mnist_with_summaries.py $ python -m tensorboard.main --logdir=/tmp/tensorflow/mnist
Google Colab (None, GPU, TPU)
You can select two types of hardware accelerators.
Without a hardware accelerator, you will get:
But, with GPUs:
So it gets about six times faster with a GPU.
A sample program provided by Google shows twenty times acceleration with GPUs.
Another sample program shows the throughput of 162.58 TFlops with TPUs.
Google Colab
Colaboratory is a free Jupyter notebook environment that requires no setup and runs entirely in the cloud.
You can upload your Jupyter notebook and run the program in the cloud.
Watch the Heatwave with Python
