mixed-precision-training

There are 0 repository under mixed-precision-training topic.

openvinotoolkit / nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
bert classification compression deep-learning hawq mixed-precision-training mmdetection nlp object-detection onnx openvino pruning pytorch quantization quantization-aware-training semantic-segmentation sparsity tensorflow transformers
Language:Python 766
voldemortX / DST-CBC
Implementation of our Pattern Recognition paper "DMT: Dynamic Mutual Training for Semi-Supervised Learning"
cifar cityscapes mixed-precision-training pascal-voc pytorch semantic-segmentation semi-supervised-learning tensorboard
Language:Python 134
yg211 / bert_nli
A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)
bert natural-language-inference natural-language-processing albert nli-model nli mixed-precision-training
Language:Python 124
richardkxu / distributed-pytorch
Distributed, mixed-precision training with PyTorch
computer-vision deep-learning distributed-training horovod imagenet mixed-precision-training nvidia-apex pytorch tensorboard
Language:Python 89
mrusci / training-mixed-precision-quantized-networks
This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contraints of the target device.
mixed-precision-training qnn edge-ai quantized-neural-networks integer-arithmetic low-power-mcu pytorch
Language:Python 44
TigerJeffX / Transformers-in-pytorch
cifar10 distributed-data-parallel imagenet mixed-precision-training multi30k neural-machine-translation pytorch-implementation transformer vision-transformer
Language:Python 25
johnolafenwa / TorchFusion-Utils
A pytorch helper library for Mixed Precision Training, Initialization, Metrics and More Utilities to simplify training of deep learning models
pytorch deeplearning python machine-learning mixed-precision-training nvidia metrics initializer
Language:Python 15
nimaafshar / metadamagenet
Using Deep Learning To Identify And Classify Damage In Aerial Imagery
computer-vision convolutional-neural-networks deep-learning mixed-precision-training object-detection pytorch pytorch-cnn semantic-segmentation unet unet-image-segmentation vision-transformer
Language:Python 12
kentaroy47 / pytorch-cifar10-fp16
Let's train CIFAR 10 Pytorch with Half-Precision!
pytorch fp16 cifar10 training cnn mixed-precision mixed-precision-training
Language:Python 11
kumasento / gradient-scaling
Code repository for "Reducing Underflow in Mixed Precision Training by Gradient Scaling" presented at IJCAI '20
chainer chainercv computer-vision deep-learning ijcai2020 mixed-precision-training
Language:Python 6
SarthakGarg19 / Severstal-Steel-Defect-Detection
Steel Defect Detection using U-Net. Optimising training and inference using Automatic Mixed Precision and TensorRT respectively.
tensorrt pytorch deeplearning unet-pytorch torch-onnx-trt mixed-precision-training kaggle
Language:HTML 5
ZJCV / facenet
[CVPR 2015] FaceNet: A Unified Embedding for Face Recognition and Clustering
facenet mixed-precision-training multi-gpu pytorch zcls
Language:Python 3
zjykzj / pytorch-distributed
demo for pytorch-distributed
pytorch distributed amp mixed-precision-training hybrid-precision-training distributeddataparallel distributed-data-parallel
Language:Python 3
Kovelja009 / mixed_precision_dnn_pytorch
Pytorch implementation of the paper Mixed Precision DNNs: All you need is a good parametrization.
mixed-precision-training quantization
Language:Python 2
NamanMakkar / UoE-Machine-Learning-Practical-INFR11132
This repository contains the code and reports for the course INFR11132 Machine Learning Practical. Overall Mark Achieved - 75%
cnn computer-vision cspnet deep-learning efficientnet efficientnetv2 mixed-precision-training pytorch resnet vgg16 vggnet
Language:Jupyter Notebook 1
wikifoodia
SaketMunda / wikifoodia
A food vision app is an image classification app for 101 dishes demonstrating the power of transfer learning
fine-tuning image-classification mixed-precision-training tensorflow transfer-learning chatgpt-api
Language:Jupyter Notebook 1
zjykzj / YOLOv5
A Tiny Version of the Original ultralytics/yolov5
distributed-data-parallel mixed-precision-training python pytorch yolo yolov3 yolov5 mosaic onnx opencv
Language:Python 1
NamanMakkar / UoE-INFR11031-Advanced-Vision-CW-21-22
This repository contains the code and the report for the coursework of INFR11031 Advanced Vision, a postgraduate course offered at The University of Edinburgh. The task was to train on limited and improve the accuracy of the ResNet-50 classifier on a small subset of the ImageNet dataset containing 50K training images and 50K test images. Achieved a mark of 74%
adversarial-training autoaugment cutmix-augmentation gelu imagenet limited-data mish mixed-precision-training mixup-cutmix randaugment resnet swish
Language:Jupyter Notebook