PinnedNandini TengliHow Quantization helps Huge Neural Networks run on Tiny HardwareQuantization refers to constraining an input from a continuous set of values to a discrete set of values. Constraining values in this way…Jun 5Jun 5
PinnedNandini TengliinTowards AIThe One Thing You Need To Truly Understand Neural Networks is to Understand …Neural Networks can learn almost anything.Sep 24, 20231Sep 24, 20231
PinnedNandini TengliinTowards AIYou’re Missing The Point Behind PCADespite popular notions, PCA is not really a dimensionality reduction technique. The real power of PCA lies in understanding the math.Aug 17, 20224Aug 17, 20224
Nandini TengliinTowards AIAll About Efficiency Metrics in MLRecently, I have been working on optimizing ML models to improve their runtime efficiency on hardware. This article is a comprehensive list…May 26May 26
Nandini TengliWhy Grace Hopper 2023 Was Very UpsettingGrace Hopper is an annual conference for women, and non-binary people in technology, geared toward providing networking opportunities…Oct 2, 20233Oct 2, 20233
