Possibility to deploy tensorflow-java to AppEngine
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评估
调研方向
首先检查 tensorflow-core-api-0.3.3-linux-x86_64.jar 的打包方式和 SavedModelBundle 推理路径。确定库侧的打包或构建更改是否能够满足 App Engine 的单文件 32 MB 限制，并采用可复现的部署方案将工作标记为完成。
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描述
I was trying to run ML Inference with tensorflow-java deployed to AppEngine, but quickly failed with this error:
ERROR: (gcloud.app.deploy) Cannot upload file
[/root/repo/target/appengine-staging/WEB-INF/lib/tensorflow-core-api-0.3.3-linux-x86_64.jar],
which has size [62305961] (greater than maximum allowed size of [33554432]).
Which means that AppEngine forbids to deploy any single file that's bigger than 32Mb. And the jar for linux-x86_64 is ~62Mb right now. It is confirmed there: https://cloud.google.com/appengine/quotas#Code
Just checking if someone has any advice/workaround in mind?
Like, is it possible to maybe do a custom-build (I only need to run Inference of SavedModelBundle, nothing else) of tensorflow-java for Linux, to fit in under 32Mb? Or, split the jar into multiple sub-32Mb files?
Not looking for AppEngine advice (as this repo is not a right place for it), but for something that can be done with this library itself. 🙏
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