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brevitas Xilinx

179

1.1k

other

34

Brevitas: neural network quantization in PyTorch

ptq qat fpga xilinx pytorch brevitas quantization deep-learning neural-networks hardware-acceleration

Created 2018-07-10

1,290 commits to master branch, last one 4 months ago

flexible-yolov5 Bobo-y

119

656

gpl-3.0

10

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

gcn ptq qat cbam neck dcnv2 hrnet resnet yolov3 yolov5 pytorch backbone sparsity tensorrt moblienet shufflenet triton-server object-detection swin-transformer

Created 2021-03-26

205 commits to v2 branch, last one 2 months ago

yolo_deepstream NVIDIA-AI-IOT

136

531

apache-2.0

14

yolo model qat and deploy with deepstream&tensorrt

qat yolov4 yolov7 object-detection pytorch-quantization

Created 2020-09-16

31 commits to main branch, last one 7 months ago

model_optimization sony

44

275

apache-2.0

23

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers adva...

ptq qat edge-ai pytorch optimizer tensorflow quantization deep-learning neural-network machine-learning network-compression deep-neural-networks network-quantization

Created 2021-06-21

1,160 commits to main branch, last one 2 days ago

torch-model-compression THU-MIG

39

226

mit

12

针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库

qat onnx acnet pruning pytorch tensorrt quantization model-compression reparameterization tensorrt-conversion quantization-aware-training

Created 2021-06-04

49 commits to main branch, last one about a year ago

clip-distillation NVIDIA-AI-IOT

15

96

other

6

Zero-label image classification via OpenCLIP knowledge distillation

qat clip jetson nvidia sparsity tensorrt inference knowledge distillation

Created 2023-06-27

17 commits to master branch, last one 11 months ago

yolov9-qat levipereira

9

58

apache-2.0

3

Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.

qat yolov9 tensorrt

Created 2024-03-10

66 commits to master branch, last one 2 days ago