[Refactor] Just-In-Time Compilation Pipeline #1313
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louisfd
approved these changes
Feb 16, 2024
| /// | ||
| /// Notes: | ||
| /// | ||
| /// This type isn't reaponsable for creating [shader bindings](super::Binding) and figuring out which |
| /// | ||
| /// Notes: | ||
| /// | ||
| /// This should only by used when doing compilation. |
| } | ||
| } | ||
|
|
||
| /// Returns the variables and operations to be decled and executed. |
| Operation::Operator(op) => Operation::Operator(op.vectorize(vectorization)), | ||
| Operation::Algorithm(op) => Operation::Algorithm(op.vectorize(vectorization)), | ||
| Operation::Metadata(_) => panic!( | ||
| "Metadata can't be vectorize, they should only be generated after vectorization." |
| "Metadata can't be vectorize, they should only be generated after vectorization." | ||
| ), | ||
| Operation::Loop(_) => panic!( | ||
| "Loops can't be vectorize, they should only be generated after vectorization." |
| use burn_fusion::TensorDescription; | ||
| use serde::{Deserialize, Serialize}; | ||
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| /// A trace encaptulate all information necessary to perform the compilation and execution of |
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Refactor how the compilation pipeline works. With this change, the lower-level compilers have fewer things to do, while the high-level
gpurepresentation supports more operations that can be expanded at compile time to lower-level instructions.This is the first step in implementing algorithms at the
gpurepresentation level instead of at thewgsllevel. More refactoring PRs will be done before migrating more algorithms.