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docs: add citation + image width in column
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joennlae committed Nov 29, 2023
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23 changes: 17 additions & 6 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -94,8 +94,8 @@ ACC_TYPE=INT DATA_WIDTH=8 NUM_M=8 NUM_DECODER_UNITS=4 NUM_C=16 make halut-open-s
| Voltage [V] | 1.1 |
| Util [%] | 50.4 |
| TNS | 0 |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_matmul/reports/final_clocks.webp" alt="Clock Net" style="max-width: 100%; height: auto;"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_matmul/reports/final_routing.webp" alt="Routing" style="max-width: 100%; height: auto;"> |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_matmul/reports/final_clocks.webp" alt="Clock Net" width="100"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_matmul/reports/final_routing.webp" alt="Routing" width="100"> |
| GDS | [GDS Download](https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_matmul/results/6_final.gds) |


Expand All @@ -109,8 +109,8 @@ ACC_TYPE=INT DATA_WIDTH=8 NUM_M=8 NUM_DECODER_UNITS=4 NUM_C=16 make halut-open-s
| Voltage [V] | 1.1 |
| Util [%] | 48.7 |
| TNS | 0 |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_encoder_4/reports/final_clocks.webp" alt="Clock Net" style="max-width: 100%; height: auto;"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_encoder_4/reports/final_routing.webp" alt="Routing" style="max-width: 100%; height: auto;"> |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_encoder_4/reports/final_clocks.webp" alt="Clock Net" width="100"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_encoder_4/reports/final_routing.webp" alt="Routing" width="100"> |
| GDS | [GDS Download](https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_encoder_4/results/6_final.gds) |


Expand All @@ -124,8 +124,8 @@ ACC_TYPE=INT DATA_WIDTH=8 NUM_M=8 NUM_DECODER_UNITS=4 NUM_C=16 make halut-open-s
| Voltage [V] | 1.1 |
| Util [%] | 52.1 |
| TNS | 0 |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_decoder/reports/final_clocks.webp" alt="Clock Net" style="max-width: 100%; height: auto;"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_decoder/reports/final_routing.webp" alt="Routing" style="max-width: 100%; height: auto;"> |
| Clock Net | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_decoder/reports/final_clocks.webp" alt="Clock Net" width="100"> |
| Routing | <img src="https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_decoder/reports/final_routing.webp" alt="Routing" width="100"> |
| GDS | [GDS Download](https://raw.githubusercontent.com/joennlae/halutmatmul-openroad-reports/main/latest/nangate45/halut_decoder/results/6_final.gds) |


Expand All @@ -141,6 +141,17 @@ conda activate halutmatmul
conda env create -f environment_gpu.yml --prefix /scratch/janniss/conda/halutmatmul_gpu
```

# Citation

```bibtex
@article{schonleber2023stella,
title={Stella Nera: Achieving 161 TOp/s/W with Multiplier-free DNN Acceleration based on Approximate Matrix Multiplication},
author={Sch{\"o}nleber, Jannis and Cavigelli, Lukas and Andri, Renzo and Perotti, Matteo and Benini, Luca},
journal={arXiv preprint arXiv:2311.10207},
year={2023}
}
```

### References

* [arXiv](https://arxiv.org/abs/2106.10860) Maddness paper
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