Work in progress

Research notes

Short explanations of adaptation and efficient inference, with examples you can inspect.

  1. Test-time adaptation4 min read

    What actually changes at test time?

    Separate the update rule, the state that changes, and the measurements used to judge it.

  2. Efficient inference5 min read

    Reading a matrix multiply through its tiles

    The arithmetic stays the same. The working set and data reuse depend on the loop structure.

  3. Compiler notes4 min read

    From a tensor graph to a tensor program

    Follow a matrix multiply from graph-level meaning to loops, storage, and execution.

The interactive lab accompanies the adaptation note.