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PipeCNN doonny

370

1.2k

apache-2.0

73

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

hls fpga opencl hardware deep-learning fpga-accelerator altera-opencl-sdk deep-neural-networks

Created 2016-11-07

70 commits to master branch, last one 2 years ago

qkeras google

102

527

apache-2.0

30

QKeras: a quantization deep learning library for Tensorflow Keras

fpga keras tensorflow accelerator asic-design quantization deep-learning fpga-accelerator machine-learning quantized-networks hardware-acceleration quantized-neural-networks

Created 2019-08-06

432 commits to master branch, last one 3 months ago

transfomers-silicon-research aliemo

21

170

mit

6

Research and Materials on Hardware implementation of Transformer Model

bert fpga accelerator transformer research-paper systolic-arrays fpga-accelerator gpu-acceleration hardware-designs pretrained-models video-transformer vision-transformer processing-in-memory natural-language-processing

Created 2023-01-16

94 commits to main branch, last one 8 days ago

CNN-Accelerator-VLSI lirui-shanghaitech

21

146

apache-2.0

3

Convolutional accelerator kernel, target ASIC & FPGA

cnn fpga accelerator asic-design cnn-digital cnn-accelerator fpga-accelerator

Created 2021-06-21

2 commits to main branch, last one 3 years ago

Butterfly_Acc SamsungLabs

15

95

unknown

2

The codes and artifacts associated with our MICRO'22 paper titled: "Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design"

butterfly deep-learning fpga-accelerator

Created 2022-09-26

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