MXHX7199 / ICCV_2021_AFP
AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ICCV_2021_AFP
- BSQ: Exploring Bit-Level Sparsity for Mixed-Precision Neural Network Quantization (ICLR 2021)☆36Updated 3 years ago
- ☆80Updated last year
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆33Updated 11 months ago
- ☆20Updated this week
- A co-design architecture on sparse attention☆44Updated 3 years ago
- ☆24Updated 8 months ago
- LSQ+ or LSQplus☆59Updated last year
- DeiT implementation for Q-ViT☆23Updated 2 years ago
- ☆68Updated 2 years ago
- ☆18Updated 2 years ago
- ☆41Updated 3 years ago
- Post-training sparsity-aware quantization☆33Updated last year
- ☆30Updated 4 years ago
- Open-source of MSD framework☆14Updated last year
- ViTALiTy (HPCA'23) Code Repository☆19Updated last year
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆20Updated 8 months ago
- [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization☆95Updated 2 years ago
- ☆19Updated 3 years ago
- SDA: Low-Bit Stable Diffusion Acceleration on Edge FPGAs☆12Updated 5 months ago
- Neural Network Quantization With Fractional Bit-widths☆12Updated 3 years ago
- Sparse CNN Accelerator targeting Intel FPGA☆11Updated 3 years ago
- Simulator for BitFusion☆92Updated 4 years ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆76Updated 2 months ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆97Updated last year
- Open-source artifacts and codes of our MICRO'23 paper titled “Sparse-DySta: Sparsity-Aware Dynamic and Static Scheduling for Sparse Multi…☆32Updated last year
- A Out-of-box PyTorch Scaffold for Neural Network Quantization-Aware-Training (QAT) Research. Website: https://github.com/zhutmost/neuralz…☆26Updated last year
- A collection of research papers on efficient training of DNNs☆68Updated 2 years ago
- MICRO22 artifact evaluation for Sparseloop☆39Updated 2 years ago
- MNSIM_Python_v1.0. The former circuits-level version link: https://github.com/Zhu-Zhenhua/MNSIM_V1.1☆34Updated 10 months ago
- Official implementation of "Searching for Winograd-aware Quantized Networks" (MLSys'20)☆27Updated last year