This will get amortized when the batch or model sizes grow, since the GPU can then take better advantage of the parallelism in performing the computations. On small networks running with small batch sizes, the CPU may perform faster overall due to the overhead related to dispatching computations to the GPU. You should next work through the tutorials on the Miniconda install. Find out if your workload is sufficient to take advantage of the GPU. Begin by downloading Miniconda and following the associated installation instructions.
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