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content/blog/2025-11-05-1762335811.md

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@@ -64,7 +64,7 @@ It may not even need to actually run the code, as long as it produces correct te
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A simulator (with a library of lots of popular GPUs) might also help train ML schedulers by simulating a diverse range of operating constraints. Like a "GPU Dojo".
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There have been attempts like [GPGPU-Sim](https://github.com/gpgpu-sim/gpgpu-sim_distribution), and it is a hard problem. Again, this isn't a new idea. CPU compilers have hand-written models of various hardware targets.
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There have been attempts like [GPGPU-Sim](https://github.com/gpgpu-sim/gpgpu-sim_distribution) and [Accel-Sim](https://accel-sim.github.io/), and it is a hard problem. Again, this isn't a new idea. CPU compilers have hand-written models of various hardware targets.
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A simulator will never be perfect - ask any engineer in Formula 1. But I don't think any Formula 1 team today would get rid of their simulation software, just because they can't model reality to 100% accuracy.
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