Blog - Neural Magic - Machine Learning Without Limits

Speeding Up Memory-Bound Object Detection Models: MobileNetV2_SSD

TL;DR: Learn more about increasing performance for MobileNetV2_SSD models, via pruning and decreasing post-production time. Read time: 3 minutes, 15→

Gaurav Rao
09/28/20

Neural Magic End-to-End Demo Videos

Neural Magic delivers best-in-class deep learning performance on commodity CPUs. We do this via: Model optimization techniques like pruning and→

Gaurav Rao
09/15/20

Part 4: Sparsity per Layer Hyperparameter

TL;DR: In addition to the general hyperparameters described in the previous post, the sparsity to target per layer is arguably→

Mark Kurtz
08/27/20

Part 3: Gradual Magnitude Pruning (GMP) Hyperparameters

TL;DR: To facilitate the GMP process when pruning a network, several hyperparameters must be defined. These include general hyperparameters such→

Mark Kurtz
08/18/20

more magic

Neural Magic 1.2 Product Release

Machine Learning Engineer Spotlight: Mani Sarkar

Part 2: An Intro to Gradual Magnitude Pruning (GMP)

Neural Magic 1.1 Product Release

Part 1: What is Pruning in Machine Learning?

How to Get Faster MobileNetV2 Performance on CPUs

What deep learning models are in the Neural Magic Model Repo?

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