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[RFC] Moving TSL into XLA #100
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IIUC, tsl would move from |
That's correct, that should be the only change inside the XLA repo |
Hi, @ddunl, thanks for sharing this and here are some questions after reading the proposal:
cc @miladm |
Hi Manfei,
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that other projects might want to move out of TensorFlow. In this case, TSL would provide common support code for | ||
potentially many projects, not just XLA. | ||
However, since TSL's creation over a year ago, XLA is the only direcet dependent of TSL, so we are in the process | ||
of planning to move to TSL into XLA under the `tsl/` subdirectory. |
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Nit: you're providing a good history here, but the pros/cons of doing this work aren't really stated here: can you provide some insights into this?
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This is a good point, I should be more explicit: it's mostly that the Copybara configurations are significantly more complex than they otherwise would be due to vendoring, so since all TSL users are also XLA users (or XLA itself), it lets us cut down on the complexity and reduce maintenance burden. I think for users of openxla/xla there is really no concrete benefit or drawback (or the benefits/drawbacks are small in magnitude), but the reduction in maintenance burden on the google side is significant. It also lets us make progress on things like the move from tensorflow/compiler/xla
to third_party/xla
internally.
The above logic informs the plan - given that there were no concerns raised about moving forward, the hope is that by moving it into XLA but still keeping TSL 'higher' in the dependency graph, we can let other projects who might want TSL separate from XLA in the future have it without bloated binary sizes but also do the cleanups that we want internally.
I should've elaborated more clearly on this from the start - let me know if this comment makes it clearer.
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Thanks for elaborating :)
RFC about moving TSL into XLA. Please leave comments by Jan 12th!