Author

R. S. Ram

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#machine learning Preprint Jul 2026

Nova: An End-to-End MLIR Compiler for Deep Learning

The next iteration of Nova is presented, an automated end-to-end JIT compiler that achieves absolute control over hardware mapping by synthesizing fine-grained kernels directly from the computation's structure by extending Nova's compilation pipeline to natively support full Transformer architectures.

Adwaid Suresh, Aparna A. Harshini, Jona Delcy et al. · 0 citations