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Latest posts
Last updated 19 days ago
Stichable Neural Networks
8 months ago
TLDR; the Stichable Neural Networks paper includes some interesting concepts. It allows...
Blog Archive
9 months ago
This is an archive including blogs I find useful or interesting. Hopefully...
SHEPHERD: Serving DNNs in the Wild
about 2 years ago
Paper link: SHEPHERD: Serving DNNs in the Wild Achieving scalability, high system...
TensorIR Transformation
over 2 years ago
In the previous post, we’ve explored how to write primitive functions in...
Dive into TensorIR
over 2 years ago
TensorIR is a compiler abstraction for optimizing programs with tensor computation primitives...
Pathways: Google's New ML System
about 3 years ago
Google recently released the paper about its new ML system called Pathways...
FlexFlow
about 3 years ago
FlexFlow is a deep learning framework that discovers a fast parallelization strategy...
Add Mermaid to Hugo with Dark Mode
about 3 years ago
Recently, I was revisiting materials in Deep Learning. I need tools that...
Cross Entropy Loss
about 3 years ago
Many deep learning tasks involve classification, where a model outputs a series...
Maximum Likelihood for Classification
over 3 years ago
Let’s say we want to classify an input text \(y\) and give...
Machine Learning System Resources
over 3 years ago
This is my personal list of resources related to machine learning systems...