Changes between Version 3 and Version 4 of Other/Summer/2023/Inference


Ignore:
Timestamp:
Jul 5, 2023, 2:59:30 PM (2 years ago)
Author:
LakshyaG42
Comment:

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  • Other/Summer/2023/Inference

    v3 v4  
    4949- Did PCA and SVM on MNIST
    5050Next Steps:
    51 Create and train a “small” and “large” Neural Network
    52 Attempt to simulate the difference between their performances at inference
     51- Create and train a “small” and “large” Neural Network
     52- Attempt to simulate the difference between their performances at inference
    5353Links:
    5454Week 3:
    5555Goals:
    5656Summary:
    57 Created and Trained a ‘Small’ and ’Large’ Neural Networks
    58 Compared their performances on the CIFAR10 dataset
    59 Established connection between two nodes
    60 Communicated test data between nodes to compare accuracy and delay between our NN models
    61 Need to serialize by bytes instead of transferring as strings
    62 Had a discussion on various research papers related to our project
     57- Created and Trained a ‘Small’ and ’Large’ Neural Networks
     58- Compared their performances on the CIFAR10 dataset
     59- Established connection between two nodes
     60- Communicated test data between nodes to compare accuracy and delay between our NN models
     61- Need to serialize by bytes instead of transferring as strings
     62- Had a discussion on various research papers related to our project
    6363Next Steps:
    64 Send the data as bytes instead of strings
    65 Calculate the times for transfer & processing
    66 Read more papers related to stuff about early exit and edge cloud computing
    67 Divide data into “chunks” for faster and more efficient transmission
    68 Design experiments to test different architectures and implementations of Early Exiting and Split Computing
    69 Track and add Age of Information Metrics
     64- Send the data as bytes instead of strings
     65- Calculate the times for transfer & processing
     66- Read more papers related to stuff about early exit and edge cloud computing
     67- Divide data into “chunks” for faster and more efficient transmission
     68- Design experiments to test different architectures and implementations of Early Exiting and Split Computing
     69- Track and add Age of Information Metrics
    7070Presentation links:
    71 Link - Lakshya
    72 Link - Shreya
    73 Link - Haider
    74 Link - James
    75 Link - Tanushree
     71- Link - Lakshya
     72- Link - Shreya
     73- Link - Haider
     74- Link - James
     75- Link - Tanushree
    7676Week 4:
    7777Goals