# 10 / 16 meeting notes

# 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:

# 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

###### 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.