low-precision

There are 0 repository under low-precision topic.

intel / neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
auto-tuning awq fp4 gptq int4 int8 knowledge-distillation large-language-models low-precision mxformat post-training-quantization pruning quantization quantization-aware-training smoothquant sparsegpt sparsity
Language:Python 1958
Tiiiger / QPyTorch
Low Precision Arithmetic Simulation in PyTorch
low-precision learning
Language:Python 253
gudovskiy / ShiftCNN
A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation
dnn cnn low-precision
Language:Python 55
sefaburakokcu / quantized-yolov5
Low Precision(quantized) Yolov5
brevitas finn fpga low-precision pynq-z2 quantized-neural-networks yolov1 yolov5
Language:Python 28
gudovskiy / fmap_compression
Code for DNN feature map compression paper
feature-map compression dnn caffe low-precision cnn
Language:C++ 11

intel / neural-compressor