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    somusan's ckpt


    A personal site for documenting my learning journey

    GAN - Generative Adversarial Nets Paper Summary and Notes

    Over view of GAN, need of GAN, workings, Objective function, derivations.

    Posted on April 15, 2022

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    [Read More]
    Tags: Deep Learning Paper summary note

    SAR-cus! Tricks that you wanna learn - 101

    SAR Image Data 101 Gonna discuss all bout EM Wave Basics, need of SAR data, from pros and cons, data collection, more details.

    Posted on March 27, 2022

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    Tags: SAR remote sensing

    Pytorch Training and Validation Loop Explained [mini tutorial]

    I always had doubts regarding few pieces of code used in the training loop, but it actually make more sence when you think of forward and backward pass.

    Posted on March 20, 2022

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    Pytorch Training Loop Explained [Read More]
    Tags: pytorch mini deep learning

    GPU Utilization Tips for Pytorch Pipeline

    8 tips to make your code utilize GPU, that it never done before.

    Posted on March 20, 2022

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    GPU Utilization Tips for Pytorch Pipeline I was having this problem, but at the end I was kinda able to figure out the solution, thats why im sharing this here, as a note to myself. [Read More]
    Tags: pytorch gpu

    Make Your Terminal Look Awesome [Few Resources]

    Make your terminal look awesome,install windows terminal, WSL,Oh-my-posh,zsh,terminal icon

    Posted on February 9, 2022

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    This is the repo(https://github.com/soumya997/windows-terminal-setup) where i have put my terminal setup files, and mentioned how i did that. I have 6 shells in my windows terminal Powershell, PowerShell 7, cmd, wsl ubuntu, bash Azure cloud shell [Read More]
    Tags: terminal
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    Soumyadip Sarkar  •  2026

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