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Compiler optimizations: loop invariant hoisting and common subexpression elimination. Memory management: universal pool allocator.
Overdue by 12 day(s)•Due by April 18, 2026•0/1 issues closedTokenization, transformer inference demo.
Overdue by 1 month(s)•Due by March 14, 2026•2/5 issues closedConsider introducing axis labels. Consider introducing shape schemes.
No due date•1/13 issues closedShape understanding and manipulation enhancements: concatenation along an axis aka. tensor stacking; rethinking dimension units vs. axis labels. RoPE positional embeddings, transformer toy example. Parallel / background task: Migrate the Sokoban RL example and slides. Parallel / background task: HIP backend.
Overdue by 4 month(s)•Due by December 31, 2025•11/13 issues closedEnhancements for: inlining-related and simplification-related optimizations, memory management, session management.
Overdue by 3 month(s)•Due by January 30, 2026•14/26 issues closedProgram search with execution-based per-backend or aggregate-of-backends cost functions. Starting with augmenting the tiling and layout mechanisms from v0.8 with cost functions, progressing to a broader range of code graph rewriting rules.
Due by May 30, 2026•2/6 issues closedFew documentation gaps, some degree of feature completeness, ergonomics, safety.
Due by June 30, 2026•7/23 issues closedGPU tiling and related optimizations in the polyhedral style, with heuristic syntactic metrics for now.
Overdue by 2 month(s)•Due by February 28, 2026•5/21 issues closed