Benchmarking TensorFlow on Cloud CPUs: Cheaper Deep Learning Than Cloud GPUs
Using CPUs instead of GPUs for deep learning training in the cloud is cheaper because of the massive cost differential afforded by preemptible instances.
The latest blog posts to take off on Hacker News. 1,839 posts.
Using CPUs instead of GPUs for deep learning training in the cloud is cheaper because of the massive cost differential afforded by preemptible instances.
Posts and writings by Lennart Poettering
If used incorrectly, LD_LIBRARY_PATH can cause a plethora of issues
If you run a small SaaS business, you need a recurring billing solution, and there are a lot of options out there. There’s Chargify (from $149/month), Chargebee (from $99/month), Recurly (from $99/month), MoonClerk (from $15/month), etc. All of these platforms have features beyond recurring payments, which increases…
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There are many news reports of a ransomware worm . Much of the National Health Service in the UK has been hit; so has FedEx . The patch for the flaw exploited by this malware has been out for a while, but many companies haven’t installed it. Naturally, this has prompted a lot of victim-blaming: they should have…
Debian Stretch stable includes the nftables framework, ready to use.Created by the Netfilter project itself, nftables is the firewalling toolthat replaces th...
A modest proposal
I’ll cover the post/blog, and then I’d like to counter some misconceptions. While part of me thinks “I must’ve been very unclear to have so many people misunderstand”, I also saw how many people commented without bothering to read, so really there’s a limit to how much self-flagellation will happen.
Working on a project for a client recently, I needed to speak the SSH protocol in Golang code. So I started with the x/crypto/ssh package, part of the suite of libraries from the Golang developers which is not part of the standard library and not part of their usual compatibility guarantees, but more along the lines…
Microservice-based architecture gains popularity every day. This approach has many advantages. The most important advantages include independent deployments, shortened and simplified deployment pipelines, limited communication between teams, and technology freedom. These core advantages support the quick delivery of…
I’ve been fascinated by high-volume, fault-tolerant data storage systems for a long time. I started my data storage setup in earnest with a 4-disk RAID 5 array on an ARC-1210 controller installed in my daily-driver Windows desktop. When that array inevitably filled up, I added another array on a second ARC-1210. That…
tl;dr For several years I managed the 3rd line site reliability operation for many of the world’s busiest gambling sites, working for a little-known company that built and ran the core backen…
Design differences of containers, Zones, Jails and VMs.
👋 Linux commands, bash scripts, and tech pro-tips.
In this post we are going to go through the best practices while building an AWS Lambda function. In order to go through this blog you should know what is it and you should ideally have built at le…
The previous article Docker in Production: A History of Failure was quite a hit. After long discussions, hundreds of feedbacks, thousands of comments, meetings with various individuals and major pl…