Is Docker Ideal for Running TensorFlow? Let’s Measure Performance with the RTX 2080 Ti
Key Findings (TL;DR) Negligible Performance Costs: On our test machine (Exxact Workstation using 2x 2080 Ti), performance costs of TensorFlow running on Docker compared to running TensorFlow compiled from source are…
NVIDIA Launches RAPIDS — Open GPU Data Science
About RAPIDS From NVIDIA, “The RAPIDS suite of software libraries gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA®…
Deep Learning for Natural Language Processing (NLP) — using RNNs & CNNs
Wouldn’t it be cool if a computer could understand the actual human sentiment behind sarcastic texts that can sometimes even trump actual humans? Or what if computers could understand a…
Why High Performance Storage is Essential to Deep Learning Systems
With deep learning training systems feeding big data sets to GPUs, bottlenecks start to appear. GPUs are only getting faster and data sets are becoming larger and richer. With the…
NVIDIA Announces Flagship TITAN RTX Graphics Card
“World’s Most Powerful Desktop GPU” NVIDIA announced today the new powerful TITAN RTX graphics card, powered by the award-winning Turing architecture. NVIDIA claims the TITAN RTX to be the “world’s…