Duncan BlytheinPyTorchPADL: portable PyTorch pipelines facilitating deep-learning model usePADL (“Pipeline Abtractions for Deep Learning”) is a recently published open-source framework for PyTorch, which allows users to build…9 min read·Apr 7, 2022----
Duncan BlytheinPADL Developer BlogBuild completely novel pipelines on top of Hugging Face in a few simple steps with PADLHugging Face’s transformers library is a compilation of deep learning models, designed to allow users to quickly get started applying…5 min read·Mar 9, 2022----
Duncan BlytheinPADL Developer BlogA highly portable training loop using PADL in seconds!PADL is a functional model builder for PyTorch allowing for full export of model pipelines including preprocessing, forward pass and…3 min read·Mar 2, 2022--1--1
Duncan BlytheinPADL Developer BlogDeep learning made simple, but not too simple, with PADL and PyTorchAndrej Karpathy has posted some great content detailing some of the most common pain-points in Deep Learning training and how to mitigate…9 min read·Feb 28, 2022----
Duncan BlytheinPADL Developer BlogBuild a fully portable GAN pipeline with PADL and PyTorchPADL is a functional model builder for PyTorch allowing for full export of model pipelines including preprocessing, forward pass and…5 min read·Feb 24, 2022----
Duncan BlytheinPADL Developer BlogPADL is the next ML-ops tool you should learnSharing your prototyped results in PyTorch can be tricky5 min read·Feb 22, 2022----
Duncan BlytheinLF1.ioIs it AI? Deconstructing the hypeIn the media, in the work canteen, in power-point presentations, investment pitches, in LinkedIn, Facebook posts — you’ve heard the term…7 min read·Sep 20, 2019----
Duncan BlytheinLF1.ioIntroducing the AI driven product fingerprint of Aleph SearchAt Aleph Search we are often asked by new customers: “how are you able to simultaneously offer text-search, image-search, recommendation…3 min read·Sep 10, 2019----
Duncan BlytheHi-grade AI could be the saving-grace for smaller retailersThere was once this thing called a shop. They were usually found in the center of town — real people used to walk into them and real…3 min read·Aug 29, 2019----