Microsoft Research and Stanford University researchers propose a framework called Trace to automate the design and updating of AI systems like coding assistants and robots. Trace treats the ...

Mypyc can optionally include logging in the generated code that produces a sampled trace of various events or operations that happen during execution. For example, you can use this to find code ...

Introducing Trace, Microsoft and Stanford University's novel AI optimization framework, now available as a Python library. Trace adapts dynamically and optimizes a wide range of applications from ...

Knowledge of structure is critical to map legacy workflows to environments suitable to run on the cloud. We present a method which characterizes a workflow structure with the execution trace produced ...