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amitpant7/README.md

Hi 👋, I'm Amit Pant

I am passionate about Machine Learning, Data Science, and Wonders of the Universe

amitpant7

  • 🌱 I’m currently learning Deep learning and NLP

  • 👯 I’m looking to collaborate on Anything

Connect with me:

amit-pant amitpant7

Languages and Tools:

c cplusplus css3 docker flutter git html5 linux matlab opencv pandas python pytorch scikit_learn seaborn tensorflow

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  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. 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

  5. GPT-from-Scratch GPT-from-Scratch Public

    GPT implementation from scratch and training on Tiny Shakespeare

    Jupyter Notebook

  6. Zaxis018/Nepali_speech_to_text Zaxis018/Nepali_speech_to_text Public

    Jupyter Notebook 1 1