LAB 3 First pair lab

2021-10-01 23:48:17 282 阅读 AI 写同款 · GEO 优化AI 选题数据监测一键分发 ›

Android端部署Gemma 3 270M：LiteRT离线推理实战指南大语言模型（LLM）在移动端的本地化部署，正从概念验证迈向工业级落地。其核心在于平衡模型能力、推理延迟、内存占用与设备功耗四大维度。LiteRT作为Google专为移动AI优化的轻量级推理运行时，通过预编译二进制模型（.task）、硬件感知内存布局及Q8量化支持，显著降低加载开销与峰值内存——相比TensorFlow Lite，实测节省超65%初始化内存。Gemma 3 270M则代表一类新型‘够用即止’的指令跟随模型：参数量精准卡位中端SoC缓存边界，兼顾语法正确性与毫秒级响应，在金融话术生成、医疗摘要、阅读详情

The Link Your Class	https://bbs.csdn.net/forums/MUEE308FZ
The Link of Requirement of This Assignment	https://bbs.csdn.net/topics/600914861
The Aim of This Assignment	Realize Bobing software prototype
MU STU ID and FZU STU ID	19105002 & 831901310
MU STU ID and FZU STU ID	19104987 & 831901324

Personal Software Process Stage	Estimated Time (minutes)	Actual Time (minutes)
Planning	30	30
Estimate	20	20
Development	-	-
Analysis	30	35
Design Spec	30	30
Design Review	60	75
Coding Standard	20	20
Design	40	20
Coding	-	-
Code Review	-	-
Test	10	10
Reporting	60	60
Test Report	40	40
Size Measurement	15	20
Postmortem&Process Improvement	50	60
Total	405	420

Prototype Exhibition
https://modao.cc/app/4d13cecdba630fb377a6a6b3af743f6575353f76#screen=sku5cbpdq1ep5uu

Requirements analysis: NABCD model
NABCD is composed of the first letters of five words Need, Approach, Benfit, Competitors, Delivery, which respectively refers to demand, practice, benefit, competition and promotion. Through these five parts, the characteristics of the project can be clearly and concisedly summarized.

1. Need
Mid-autumn Festival is a traditional festival in China, and people in China are always willing to hold various activities to celebrate the great customs and recall their ancestors. Due to the outbreak of COVID-19 pandemic, mass part and the gathering of large-scale crowd are not allowed in this special period, and people have to take other measures to celebrate the festival.
Bobing, a very famous activity, which is popular in Fujian province for over hundreds of years, also have to stop due to its large-scale crowd-gathering, which could may cause the fast spread of COVID-19. Without this offline activity, the atmosphere of Mid-autumn festival is greatly reduced and the loss of communications in families during the festival is also a great loss for modern people.

2. Approach
The program is designed on ink knives, and you can play it directly on the website.
The program can also run on the smart phone.

I also introduce the story of Bobing, the rules are included.

3. Benefit
It response national policy for epidemic control.
Easy to operate, even the elders can get this started easily.
The interactive page is clean. People can quickly now what to do and how to operate.
(High EQ:Clean Low EQ:poor)

4. Competitors
Many same kinds of programs have already existed, and some of them have beautiful animations and more thorough. But in all, I think the program we designed is more competetive, because ours is easier to handle.

5. Delivery
We will do the advertisement and do the maintainance for our program for all the time.
We will add more game mode in the near future.
We will beautify the game UI in the future.
The game will support multiplayer mode in the future. You can play with your friends from anywhere in the world.

6. Summary
I learn a lot from this experiment. It shows me the basic frame of making a program, and I also learnt how to use ink knives to design the basic UI of a program. It is the first time I use NABCD model, it teaches me how to think systematically and put the idea into use. In all, I believe that I can do better in the next experiment.