ChanServ changed the topic of #mlpack to: "mlpack: a fast, flexible machine learning library :: We don't always respond instantly, but we will respond; please be patient :: Logs at http://www.mlpack.org/irc/
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< swaingotnochill[>
Guys, does anyone have experience with serverless deployment of deep learning models? Like, I am working on a project and I have the exported model, but the final part which is deployment is killing me. I have zero knowledge. If you guys know which tools can be useful for deploying deep learning models in production, please do tell me.
< AvikantSrivasta4>
swaingotnochill you can make an API and then host it to heroku with Gunicorn and Nginx.
< AvikantSrivasta4>
The call it in your frontend
< AvikantSrivasta4>
You can try our fast API or Flask, I'd recommend fast API because it supports async operation
< swaingotnochill[>
I am looking for a more production level framework where I can manage all pipelines for processing and inference.....don't know if fast api does have the support
< AvikantSrivasta4>
(edited) ... heroku with ... => ... heroku or EC2 or any VM with ...
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< ABHINAVANAND[m]>
when adding test cases for bilinear interpolation layer, I came by a weird error. Initially the output was incorrect but if I put a `cout` just before it then it gives correct output. Not sure what is going on here. zoq
< rcurtin[m]>
ABHINAV ANAND could it be invalid memory usage? maybe try running with valgrind and see what comes out?
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< jonpsy[m]>
zoq: Hi, so made a PR reg. the NSGA2 notebook. I've been thorough with the documentation, I've logged my questions in the PR I tagged you in. Let's merge ZDT and this notebook by the end of this week so that next week we can focus on Doge coin and MOEA/D-DE :)
< jeffin143[m]>
🥴
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< ABHINAVANAND[m]>
Ryan Curtin When I removed using set_size then it started to work fine. Do you know why did set_size cause invalid memory usage.
< rcurtin[m]>
perhaps you were shrinking the size of the matrix, and then trying to access past the end?
< rcurtin[m]>
another thing you could do is configure CMake with `-DDEBUG=ON`, and then Armadillo invalid accesses will be reported
< rcurtin[m]>
another useful thing, if you run valgrind, is to use the `--track-origins=yes` option, which will give you additional information about where memory was allocated and freed (especially useful for tracking down double-frees/etc.)
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< zoq>
jonpsy[m]: Sounds good, interested to see if NSGAII thinks doge is a good investment.
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< jonpsy[m]>
If NSGAII could speak, it'll most likely curse Elon Musk for creating the hype (btw Elon if you're reading this, pls dont let this affect my future TESLA applications ;D)
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< travis-ci>
mlpack/examples#785 (master - f7d5241 : Marcus Edel): The build has errored.
< zoq>
ABHINAVANAND[m]: Looks like you figured it out?
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< ghosthell>
Trans-Universal Transportation Equipment Wanted. PM Me with offers.658
< rcurtin[m]>
SpaceX might be a better bet for that than #mlpack
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< shrit[m]>
Agreed, since it is Universal
< shrit[m]>
Still strange that we have spams here even in matrix
< rcurtin[m]>
I think that one came through freenode
< rcurtin[m]>
some years ago, there was massive freenode spam... it was awful... messages every couple minutes
< rcurtin[m]>
I don't remember how we solved it, but basically it involved not letting anyone new send any messages to the channel for a while, or something like this
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