dchaley / deepcell-imaging

Tools & guidance to scale DeepCell imaging on Google Cloud Batch
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Investigate cloud build caching #225

Open dchaley opened 5 months ago

dchaley commented 5 months ago

The container build takes about 6 minutes. A good chunk of this is redownloading the base TF image. Can we cache it?

Another huge chunk is the pip requirements. Should we pull some out dependencies into a cache? (eg deepcell)

dchaley commented 5 months ago

https://cloud.google.com/build/docs/optimize-builds/kaniko-cache#kaniko-build