Exxact Corporation

An overview of recent methods to fine-tune large pre-trained language models: https://ruder.io/recent-advances-lm-fine-tuning/ #NLP #MachineLearning #AI #BERT #GPT2 #GPT3 #HuggingFace

Powering deep learning and inference analysis in heavy industrial applications requires dedicated hardware https://www.electronicdesign.com//premio-inc-powering-deep #DeepLearning #Inference #MachineLearning #AI #selfdrivingtruck #EdgeComputing #ComputerVision #IoT #CPS

Top 5 reasons why machine learning projects fail (via KDnuggets) https://www.kdnuggets.com//top-5-reasons-why-machine-learn #machinelearning #datascience #ML #deeplearning #MLOps

When #AI systems better understand the mistakes that humans are likely to make (like a doctor misreading medical images), it can anticipate errors and provide training to prevent them https://www.wired.com//new-artificial-intelligence-mistak/ via WIRED #Maia #AlphaZero #DeepMind #medicalimaging #healthcare

Getting an Exxact Corporation workstation ready for a customer doing #MolecularDynamics research using #AmberMD: https://www.exxactcorp.com/AMBER-Certified-MD-Systems Build includes 2x ZOTAC GeForce RTX 3070... 1x AMD Ryzen 7 5800x 64GB 3200mhz Memory 4TB Hard Drive Fractal Design Define 7 Compact Case #compchem #ambermd #lifesciences #RTX3070 #Amber20 #HPC #FractalDesign

NVIDIA announces NVIDIA CMP (#Cryptocurrency Mining Processor), a new product that is focused on mining and doesn't do graphics: https://blogs.nvidia.com/blog/2021/02/18/geforce-cmp/ #fintech #CMP #mining #GeForce #RTX3060 #crypto

PyTorch 1.7.0 was just released with CUDA 11 support, New APIs for FFTs, Windows support for Distributed training and more: https://blog.exxactcorp.com/pytorch-1-7-0-now-available/ #pytorch #deeplearning #machinelearning #CUDA11 #A100 #numpy

A team of researchers from Google Brain sets new semi-supervised learning SOTA in speech recognition https://syncedreview.com//google-brain-sets-new-semi-supe/ #NLP #speechrecognition #AI #deeplearning #machinelearning #LSTM #conformer

AI opens new avenues for smart cities to improve urban services https://sciencebusiness.net//ai-opens-new-avenues-smart-ci #AI #computervision #datascience #roadconditions #citycleanup #greendeal

A Look Back at Richard Sutton's Bitter Lesson in AI Not that long ago, in a world not far changed from the one we inhabit today, an ambitious project at Dartmouth College aimed to bridge the gap between human and machine intelligence. That was 1956, and while the Dartmouth Summer Research Project on Artificial Intelligence wasn’t the first project to consider the potential of thinking machines, it did give it a name and inaugurated a pantheon of influential researchers. [ 3,017 more words ] https://blog.exxactcorp.com/compute-goes-brrr-revisiting-s/

A new AI system can track the progress of major construction projects and identify if they're likely to fall behind schedule: https://www.technologyreview.com//ai-image-recognition-co/ #AI #construction #Buildots #computervision

Adversarial images and attacks with Keras and TensorFlow (via Pyimagesearch) https://www.pyimagesearch.com//adversarial-images-and-att/ #tensorflow #keras #deeplearning #AI #machinelearning #adversarialattack

LAMMPS Patch release 22 October 2020: second release candidate from Sandia National Labs for new stable release coming soon. View changes: https://github.com/lamm/lammps/releases/tag/patch_22Oct2020 #LAMMPS #moleculardynamics

Exxact Corporation just updated our Amber20 performance benchmarks for molecular dynamics with NVIDIA's RTX 3080 GPU. See how it stacks up to RTX 3090, A100, RTX 2080 Ti, and more: https://blog.exxactcorp.com/rtx3090-benchmarks-for-hpc-am/ #RTX3090 #RTX3080 #A100 #benchmarks #AmberMD #Amber20 #moleculardynamics #HPC #Amber #GeForce

Professors at the University of Illinois at Urbana-Champaign turn to machine learning algorithms to help redraw district maps in a way that will be less partisan than gerrymandered ones https://techcrunch.com//ai-drawn-voting-districts-could-h/ #machinelearning #AI #gerrymandering #partisanship #democrats #republicans #voting

How Can Startups Make Machine Learning Models Production-Ready? https://aithority.com//how-can-startups-make-machine-lear/ #machinelearning #startup #ML #MLops #datasets #security #fintech #healthcare #AI

NVIDIA RTX 3090 Benchmarks for TensorFlow For this blog article, we conducted deep learning performance benchmarks for TensorFlow on NVIDIA GeForce RTX 3090 GPUs. Our Deep Learning workstation was fitted with two RTX 3090 GPUs and we ran the standard tf_cnn_benchmarks.py benchmark script found in the official TensorFlow github. We tested on the the following networks: ResNet50, ResNet152, Inception v3, Inception v4. [ 458 more words ] https://blog.exxactcorp.com/rtx-3090-benchmarks-for-deep-l/

Researchers at CSAIL - MIT uncovered potential new TB drugs using machine learning https://www.sciencedaily.com/releas/2020//201015111731.htm via ScienceDaily #ML #machinelearning #TB #drugdiscovery #tuberculosis

Supply chain pros embrace AI for forecasting, inventory despite limitations during pandemic (via Supply Chain Dive) https://www.supplychaindive.com//supply-chain-arti/586908/ #AI #supplychain #inventorymanagement #forecasting #deeplearning #machinelearning

Cryo-EM reveals the spike protein on the surface of the SARS-CoV-2 coronavirus can adopt at least ten distinct structural states, when in contact with the human virus receptor ACE2, according to The Francis Crick Institute: https://www.hospimedica.com//cryo-electron-microscopy-reve #cryoem #relion #moleculardynamics #lifesciences #covid19 #coronavirus #pandemic