Compiler & Parallelism • May 2026

Sprint 202: Advanced 3D Math SIMD Expansion ⚡

Welcome to Sprint 202! Following our success with compile-time auto-vectorization in Sprint 200, we have expanded our SIMD capabilities. The compiler's optimization pass and the Stack-VM are now equipped with full vector math execution, bringing parallel addition, subtraction, and dot products to KnotenCore.

⚡ The new SimdOp Enum

To cleanly scale the compiler's vectorization capabilities, we introduced the SimdOp enum inside src/vm/opcode.rs. Instead of creating separate bytecode instructions for each vector operation, the compiler now emits a unified OpCode::SimdExec carrying the target operations:

pub enum SimdOp {
    Scale,
    Add,
    Subtract,
    Dot,
}

⚙️ Machine Handler Execution

The Stack-VM handles these operations using raw glam::Vec4 hardware registers:

🧪 Verification & Testing

We added dedicated unit tests to verify the correctness of our expansion: test_simd_vector_addition_applied and test_simd_dot_product_applied. Both tests verify that the optimizer successfully collapses sequential instructions into the new parallel operations and executes them correctly inside the VM.