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Rahul Kumar profile picture

Rahul Kumar

ML engineer, on-device AI, open-source contributor. I measure what actually happens, not what the label says: in open source, in trading research, on one GPU. Real numbers, failures left in.

Joined Joined on  Personal website https://pctablet505.github.io/
Keras to TFLite on Android: wrong normalization and a backwards top-5
pctablet505 profile

Keras to TFLite on Android: wrong normalization and a backwards top-5

#android #keras #tflite #machinelearning
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4 min read

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Two Android ML tests that could never fail, and a TFLite check that can
pctablet505 profile

Two Android ML tests that could never fail, and a TFLite check that can

#android #testing #machinelearning #tflite
Comments
5 min read
Why a Keras model fails to convert to TFLite: 11 known cases, 5 traps
pctablet505 profile

Why a Keras model fails to convert to TFLite: 11 known cases, 5 traps

#keras #tflite #pytorch #machinelearning
Comments
6 min read
A hot-expert cache made a 181 GiB model faster on one 96 GiB GPU
pctablet505 profile

A hot-expert cache made a 181 GiB model faster on one 96 GiB GPU

#llm #gpu #performance #machinelearning
Comments 1
7 min read
Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster
pctablet505 profile

Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster

#python #pytorch #performance #machinelearning
Comments
7 min read
Why two out of three open-source projects don't get a Porchlamp score
pctablet505 profile

Why two out of three open-source projects don't get a Porchlamp score

#discuss #opensource #github #datascience
Comments
2 min read
Where to send your first open-source pull request (the projects that actually answer)
pctablet505 profile

Where to send your first open-source pull request (the projects that actually answer)

#opensource #github #beginners #hacktoberfest
Comments 2
3 min read
Which ecosystems leave your pull request hanging? npm and PyPI more than Rust, Go or Java
pctablet505 profile

Which ecosystems leave your pull request hanging? npm and PyPI more than Rust, Go or Java

#rust #opensource #python #javascript
Comments
2 min read
I measured silence: 212,390 outside pull requests across 11,000 GitHub projects
pctablet505 profile

I measured silence: 212,390 outside pull requests across 11,000 GitHub projects

#github #career #opensource #programming
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Comments 3
3 min read
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