dchaley / deepcell-imaging

Tools & guidance to scale DeepCell imaging on Google Cloud Batch
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VULNs: Can we update TF? #308

Open dchaley opened 1 month ago

dchaley commented 1 month ago

The 2 deepcell critical VULNs have to do with TF & Keras. In both cases we'd need to update to modern versions, at least 2.13 it looks like.

Previously we believed we "can't" do this. But I don't remember why & can't find records.

Let's poke at it a bit. If we could update to a newer TF version it might even let us stop building our own base container. At the least let's document what happens when we use newer TF 😤