Deci AIinDeci AIHow to Reduce the Performance Gap Between GPU and CPU for Deep Learning ModelsIs there a way to optimize inference for CPU performance to achieve GPU-like performance on deep learning models?7 min read·May 25, 2022----
Deci AIinDeci AIMLPerf: How Deci and Intel Achieved up to 16.8x Throughput Increase and +1.74% Accuracy ImprovementThis marks another significant milestone in the ongoing Deci-Intel collaboration towards enabling deep learning inference on CPUs5 min read·May 8, 2022----
Deci AIinDeci AIMLPerf: Intel and Deci Boost NLP Models — Reaching Faster and More Accurate Inference PerformanceCompared to the 8-bit BERT Large model, Deci’s own DeciBERT models accelerated throughput performance by 5X and accuracy by +1.03%4 min read·May 8, 2022----
Deci AIinDeci AI10-Minute Tutorial: How to Convert a PyTorch Model to TensorRT™It’s simple and you don’t need any prior knowledge6 min read·Apr 12, 2022----
Deci AIinDeci AI4 Parameters to Consider When Choosing Hardware for Deep Learning InferenceFinding the right hardware for your model inference can be a daunting task, here’s how to simplify it7 min read·Mar 25, 2022----
Deci AIinDeci AIInference in Production: 5 Factors that Impact It & the Hardware Usage Metrics to TrackGo through the different components of the inference pipeline and ways to optimize each7 min read·Feb 28, 2022----
Deci AIinDeci AIA Guide to Common Object Detection Algorithms and ImplementationsA look into the different techniques available for object detection and how the field has matured through recent history12 min read·Aug 21, 2021--1--1
Deci AIinDeci AITutorial: Converting a PyTorch Model to ONNX FormatAlso, find out how to reduce your model’s latency and increase its throughput, while maintaining its original accuracy4 min read·Aug 8, 2021--1--1
Deci AIinDeci AIHow to Boost a YOLOv5 Model’s Throughput and Latency by 2X in 15 MinutesUsing the YOLOv5 as an example, learn how you can optimize machine learning models with the Deci platform8 min read·Jul 17, 2021--1--1
