3 results found Sort:

Xilinx
brevitas Xilinx
199
1.2k
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
1,406 commits to master branch, last one 2 months ago
Bobo-y
flexible-yolov5 Bobo-y
119
670
gpl-3.0
11
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
206 commits to v2 branch, last one 4 months ago
sony
model_optimization sony
54
340
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
1,288 commits to main branch, last one 2 days ago