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Aleksandr Drozd
  • Publications
  • Curriculum Vitae

    Hi, my name is Aleksandr Drozd

    I'm into artificial intelligence and high performance computing

    My face

    Currently I'm a
    • founder and CEO at Amigawa
    • research scientist at RIKEN CCS
    • visiting researcher at Tokyo Tech

    Here are some projects I have been involved with recently Publications

    protoNN logo

    protoNN: developing neural models made easy


    • Transparent and elastic scheduling of DNN training jobs on modern HPC systems.
    • Monitoring and visualizing model parameters and computational performance statistics.
    • Semi-automatic hyperparameter tuning/optimization and architecture search.
    • A user-defined interactive interface to drive the framework/ design process, not bound to any particular framework
    • Scaling the functionality and performance

    vecto: building and evaluating text representations


    and lot's of other tools for NLP applications with emphasis on reproducibility

    Vecto logo
    protoNN logo

    Performance evaluation and modeling


    some work on measuring performance of deep learning models

    and some work on predicting the performance of various hardware platforms

    pycontextfree


    CFDG-inspired cairo-based pythonic generative art tool

    cf.py (Source)
    from contextfree.contextfree import *
    @check_limits
    def branch():
        line(0, 1)
        with translate(0, 0.9):
            with scale(0.7 + rnd(0.3)):
                with rotate(-0.4 + rnd(0.5)):
                    branch()
                with rotate(0.4 + rnd(0.5)):
                    branch()
    init(canvas_size=(300, 300))
    with translate(0, -1):
        with scale(0.6):
            branch()
    display_ipython()
    pycontextfree sample
    protoNN logo

    Photo gallery


    I like taking pictures ^_^

    Maintained by Aleksandr Drozd