Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs - Githubissues

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Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning than Cloud GPUs #4

Open manuzhang opened 6 years ago

manuzhang commented 6 years ago

Article

http://minimaxir.com/2017/07/cpu-or-gpu/

Notes

The author found preemptive vCPU is more cost effective than GPU through TensorFlow benchmarks on Google Cloud (GPU is generally faster)
v64 CPUs has worse performance than v32 CPUs