Pinned Loading

1. FPGA-Vision/FPGA-Optimized-Neural-Architecture-Search FPGA-Vision/FPGA-Optimized-Neural-Architecture-Search Public

   FPGA Optimized Neural Architecture Search for Hardware Efficiency through Evolutionary Search (FONAS)

   Jupyter Notebook 1

2. Paper-Replication-from-Scratch-PyTorch Paper-Replication-from-Scratch-PyTorch Public

   Replicated famous classification and detection networks using PyTorch and pruned them for efficiency.

   1

3. Channel-Pruning-EfficientNetV2 Channel-Pruning-EfficientNetV2 Public

   I pruned 88% of channels of efficientNetV2 using LAMP pruning resulting 14x smaller model, 2.5x faster in inference, 14x fewer parameters & 2.5x fewer MACops. The loss in accuracy was somewhat 2% o…

   Jupyter Notebook 7

4. Data-Mining-Algorithms Data-Mining-Algorithms Public

   All of my projects from data mining class along with reports

5. Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Quantizing-Efficientnetv2-using-Vitis-AI-Pytorch Public

   Quantization of efficientnet model that i pruned 81% using Vitis AI and compiling it for deployment on FPAG

   Python 4

6. GPT-from-Scratch GPT-from-Scratch Public

   GPT implementation from scratch and training on Tiny Shakespeare

   Jupyter Notebook