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anakin

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

awesome-llm-inference

📖A curated list of Awesome LLM Inference Paper with codes, TensorRT-LLM, vLLM, streaming-llm, AWQ, SmoothQuant, WINT8/4, Continuous Batching, FlashAttention, PagedAttention etc.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

caffe

This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel® Xeon Phi processors

caffe-1

Caffe: a fast open framework for deep learning.

coco-text

COCO-Text API http://vision.cornell.edu/se3/coco-text/

cocoapi

COCO API - Dataset @ http://cocodataset.org/

ctpn

Detecting Text in Natural Image with Connectionist Text Proposal Network

data-science-bowl-2018

DATA-SCIENCE-BOWL-2018 Find the nuclei in divergent images to advance medical discovery

deep-fusion

a fused tensor inference optimization primitives lib on Intel Xeon E5 platforms

deeplearningsystem

Deep Learning System core principles introduction.

dlrm

An implementation of a deep learning recommendation model (DLRM)

dsb2017

The solution of team 'grt123' in DSB2017

east

A tensorflow implementation of EAST text detector

example

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

extended-caffe

Extended Caffe both in performance and functionalities. All optimizations are focus on IA.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fbgemm

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

ideep

inference

Reference implementations of inference benchmarks

inference_results_v0.7

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.

labelbox

The most versatile data labeling platform for training expert AI.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

masktextspotter

A PyTorch implementation of Mask TextSpotter

mkl-dnn

Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)

mkl-dnn-bk