Changes between Version 51 and Version 52 of Other/Summer/2023/Inference


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Timestamp:
Jul 12, 2023, 3:15:44 PM (12 months ago)
Author:
tm897
Comment:

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  • Other/Summer/2023/Inference

    v51 v52  
    2121== Week 2
    2222**Summary**
     23   *
     24   *
     25   *
    2326**Next Steps**
     27   *
     28   *
     29   *
    2430== Week 3
    2531**Summary**
     32   *
     33   *
     34   *
    2635**Next Steps**
     36   *
     37   *
     38   *
    2739== Week 4
    2840**Summary**
     41   *
     42   *
     43   *
    2944**Next Steps**
     45   *
     46   *
     47   *
    3048== Links to Presentations
    31 * Week 1
    32 * Week 2
    33 * Week 3
    34 * Mid Sem
    35 * Week 4
    36 * Week 5
    37 * Final
     49   * Week 1
     50   * Week 2
     51   * Week 3
     52   * Mid Sem
     53   * Week 4
     54   * Week 5
     55   * Final
    3856
    39 Goals:
    40 Summary:
    41 - Created and Trained a ‘Small’ and ’Large’ Neural Networks
    42 - Compared their performances on the CIFAR10 dataset
    43 - Established connection between two nodes
    44 - Communicated test data between nodes to compare accuracy and delay between our NN models
    45 - Need to serialize by bytes instead of transferring as strings
    46 - Had a discussion on various research papers related to our project
    47 Next Steps:
    48 - Send the data as bytes instead of strings
    49 - Calculate the times for transfer & processing
    50 - Read more papers related to stuff about early exit and edge cloud computing
    51 - Divide data into “chunks” for faster and more efficient transmission
    52 - Design experiments to test different architectures and implementations of Early Exiting and Split Computing
    53 - Track and add Age of Information Metrics
    54 Presentation links:
    55 - Link - Lakshya
    56 - Link - Shreya
    57 - Link - Haider
    58 - Link - James
    59 - Link - Tanushree
    60