├── .gitignore ├── Lab 1 : PyTorch & Brevitas ├── LAB_1_8BIT_TRAIN.ipynb ├── OLD_FP_TRAINING.ipynb └── readme.md ├── Lab 2 : FINN Compiler ├── LAB2.ipynb ├── LAB2_VERIFICATION.ipynb └── readme.md ├── Lab 3 : Porting to Zynq FPGA Manually ├── Vitis_programs │ ├── data_generator │ │ └── main.py │ └── main.c ├── final_custom_system.png ├── final_output.png └── readme.md ├── Lecture 1 : Reminders ├── PTQ_quantization_for_nn.ipynb ├── PyTorch.ipynb └── quantization.ipynb ├── Lecture 2 : Project concepts ├── Brevitas.ipynb ├── fc_mnist_simple.png └── readme.md ├── SLIDES_CC.pdf └── readme.md /.gitignore: -------------------------------------------------------------------------------- 1 | data 2 | mnist_samples.h -------------------------------------------------------------------------------- /Lab 1 : PyTorch & Brevitas/LAB_1_8BIT_TRAIN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/0BAB1/AI_to_FPGA_course/HEAD/Lab 1 : 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