4 results found Sort:

Xilinx
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
Bobo-y
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
sony
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
ModelTC
llmc ModelTC
9
116
apache-2.0
8
This is the official PyTorch implementation of "LLM-QBench: A Benchmark Towards the Best Practice for Post-training Quantization of Large Language Models", and also an efficient LLM compression tool w...
awq llm opt ptq tool llama falcon llama2 llama3 pruning internlm benchmark internlm2 omniquant deployment evaluation smoothquant quantization large-language-models post-training-quantization
Created 2024-03-06
62 commits to main branch, last one 4 days ago