18 lines
776 B
Markdown
18 lines
776 B
Markdown
Objectives
|
|
- Auto LLM inference config tuner
|
|
|
|
Key Results
|
|
- [2/10] Workload grouping methods
|
|
- [9/10] Build the first version auto tuner system
|
|
- [8/10] Check the current situation of parallelism config optimization
|
|
- [4/10] Understand the possibility/challenges in LLM inference compute graph arrangement automatically
|
|
- [1/10] Define the IR for automatic optimization
|
|
- [5/10] Profile different parallelism setup with real trace and analysis their difference
|
|
|
|
Last Week
|
|
- [KR2] Run AI Tuner under the current Ali workload groups (input length / label), and try to find the insights for building a better AI Tuner.
|
|
- [misc] Build system for EuroSys Shadow experiment.
|
|
|
|
Next Week
|
|
- Compare the AI Tuner results with Ali's current situation to find more insights for AI Tuner.
|