---
# System prepended metadata

title: 10 / 16 meeting notes
tags: [meeting]

---

# 10 / 16 meeting notes
![](https://i.imgur.com/BHjHcV1.png)
![](https://i.imgur.com/BqlNyx2.png)


# 10 / 11 meeting notes
discuss streaming response
    https://github.com/tiangolo/fastapi/issues/58
    
# 10 / 9 meeting notes
POC

###### User Experience
1. Using Sirius Zoo Project:
        1.clone sirius zoo project.
        2.run first experiment.
        3.view training metrics on our website.
        
2. Using Sirius Logger with own project
    Sample code for logger , like coment
###### TODO:
1. create Sirius repo
2. lightning + send training loss to our backend
3. [backend] save training loss as text file
4. [frontend] display training loss

###### packages:
1. sirius.logger
2. sirius.models

SiriusModels inhrets LightningModel



# 10 / 3 meeting notes
Key Value:
    [Super Easy To Use]
    Log / Visualize / Advise / ? Community ? Hackathon Event
    
support github repo import . In experiment detail page, user can choose coresponding git commit id

logger SDK

1. Visualize, upload logs to our server.

example:
![](https://i.imgur.com/ROzwPh1.png)



# 9/28 meeting notes


ML platform Features:
1.  excellent experiment management with auto advice system
2.  easy to co-work and even find experts to join your work
3.  nice tutorials
    example:
    
    Hello beginner, 
    let's pratice some ML techniques with a basic MNIST training

    First, build a simple ResNet50 with pretrained model by pytorch
    we can get 0.65 score. check:https://github.com/..

    It's time to apply weight decay trick, change optimizer from SGD to Adam
    and apply weight decay = 1e-5

    you should get 0.71 score if you're doing right
    other wise, check our code and compare with yours:
    http://github.com/....
    





    
# 9/6 meeting notes
 evaluate: 
 1. 難度
 

1. Ezshop
2. Video auto-editing (VAE)
3. Labeling match (LM)
4. EZ-backend API (chat, shop) (EZB-API)
5. ASR
6. 圈錢教程 online course
7. 海鮮平台 uses EZ-backend

|           | Ezshop | VAE | Label M  | EZB-API | ASR | OC  |
| --------- | ------ | --- | --- | ------- | --- | --- |
| money cost| 50K     | 100K | ~~~ |  |     |     |
| time cost | 6 | 3-4   | 2-3    | 2-3        |  ~  | 2  |
| profit 1yr   |  1M   |  1M  |  hard   |   hard      |  hard   |  0.5M   |
| profit 3yr   |  3M   |  10M   |  hard   |   hard      |  hard   |  2.5M   |
| part-time?  |   Y   |  Y   |  N  |   N     |  Y   |  Y  |
| rating Y |   2   |  1   |  3  |   -     |  5   |  4  |
| rating B |   2   |  1   |  4  |   -     |  5   |  3  |
profit:
    OC
        1yr 500$ * 1000
        3yr 500$ * 5000 
            1.More and more courses, suitable for different age groups
            2.provide much cheaper online course platform for teachers
        how much we can earn with a summer course in NTU?
    Shopline
        1yr target : 20K * 50 = 1M
        3yr target : 20K * 150 = 3M
    VAE
        199/mo , easy to use for wedding or some specfic purpose
        1yr target : sale 5000 * 199 per year = 1M
        3yr target : sale global!
    ASR
    EZB-API
        hard to estimate.. B2B
        maybe we need a course to promote this product LOL.
    Label M
        hard to estimate
        
Notes:
    EZShop:
        a good sample : SHOP2000 , 8000$ / 3yr, aweful
        

    

# 8/30 meeting notes
1.ASR
remove frame overlap - wer=0.02, but testing error is unstable
char level CTC
recording new style data

# 8/24 meeting notes
1.employ BERT
![](https://i.imgur.com/y8ZZ4iU.png)

###### tags: `meeting`

# 8/9 meeting notes
1. Crawl PTT
    1. 簡轉繁
    2. 全型符號、英文
    3. Ouput spec like commonvoice
    4. re on 1.
