One Byte Explainer: the Halting Problem
Explains the Halting Problem using Alan Turing’s 1936 proof that we cannot know if a...
One Byte Explainer: Big O notation
Explains Big O notation as a way to represent how code runtime grows at scale....
Running DeepCell on Google Batch with node pools
We benchmarked running DeepCell on Google Batch and found that using node pools reduced runtimes...
Using TensorFlow 2.8 on an Apple Silicon arm64 chip
Due to dihydrogen monoxide interfacing with my computer, I bought a new Mac. That meant...
Rebuilding TensorFlow 2.8.4 on Ubuntu 22.04 to patch vulnerabilities
TLDR: The official TF 2.8.4 container is missing a bunch of patches. Let’s rebuild TF...
Google Cloud Build + personal GitHub repos?
Question: how to connect Google Cloud Build to personal GitHub repos with a service account?...
Container size analysis: TensorFlow 2.8 base image vs Deep Learning
TLDR, building our DeepCell container from a base TensorFlow image is 50% faster to load...
First impressions: GPU + GCP Batch
We tried (and failed) to run GPU jobs using Google Batch.
Algorithm edge cases vs notation
I spent 2.5 hours debugging an infinite loop in this algorithm, caused by an edge...
reading: Wrangling a Python monorepo
Been a long time since I’ve wrangled a Python deployment let alone a Python monorepo....
Running a Vertex AI custom container
First steps running a Vertex AI custom container job.
How to debug Cython C?? 🤔
I’m writing Cython, but how do I debug it?
Benchmarking project update: new issue views
Providing better visibility into issue status.
Building a Vertex AI custom job container
First steps creating a Vertex AI custom container.
Using chaos to build confidence in software rewrites
A little chaos can create a lot of certainty.
Language types for integration safety
How language types provide built-in integration safety.
The cost of types
Even though types are great, there’s no free lunch.
Kotlin in the browser
Explorations using Kotlin to write web apps.
Get GPU names + counts with TensorFlow API
How to get information on available GPUs, using the TensorFlow API.
Getting notebook's machine type on Vertex AI
How to get the active machine type, from a Vertex AI notebook.