John Snow Labs

JULY 5, 2023

Serving as a high-performance inference engine, ONNX Runtime can handle machine learning models in the ONNX format and has been proven to significantly boost inference performance across a multitude of models. Our integration of ONNX Runtime has already led to substantial improvements when serving our LLM models, including BERT.

NLP 52

NLP BERT LLM Inference Engine 52

AWS Machine Learning Blog

MAY 8, 2023

Overall, TensorRT’s combination of techniques results in faster inference and lower latency compared to other inference engines. The TensorRT backend for Triton Inference Server is designed to take advantage of the powerful inference capabilities of NVIDIA GPUs. These functions are used during the inference step.

ML 84

ML BERT Deep Learning Auto-complete 84

Towards AI

JULY 19, 2023

DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. A key… github.com RpBERT BERT Model for multimodal name-entity recognition (NER) Connected Papers ? Follow their code on GitHub. SparseZoo: a model repo for sparse models.

NLP 95

NLP Neural Network Natural Language Processing Computer Vision 95

Towards AI

JULY 21, 2023

DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. A key… github.com RpBERT BERT Model for multimodal name-entity recognition (NER) Connected Papers ? Follow their code on GitHub. SparseZoo: a model repo for sparse models.

NLP 52

NLP Neural Network Natural Language Processing Computer Vision 52