hughleat
No user record in our sample, but hughleat has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
No user record in our sample, but hughleat has activity below (stories or comments). Likely we have partial data — the full bulk-load will fill profiles in.
Never let a computer scientist name anything :-)
We plan to have a peer reviewed version of the paper where we will probably have more details on that. Otherwise we can't give anymore details than in the paper or post, etc. without going through legal which takes…
Yes! An AI building a compiler by learning from a super-optimiser is something I have wanted to do for a while now :-)
For the disassembler we round trip. x86 ->(via model) IR ->(via clang) x86. If they are identical then the IR is correct. Could be correct even if not identical, but then you need to check. For the auto-tuning, we…
It can emulate the compiler (IR + passes -> IR or ASM). > What would be more interesting is training a large model on pure (code, assembly) pairs like a normal translation task. It is that. > Presumably a very…
There are two models. - foundation model is pretrained on asm and ir. Then it is trained to emulate the compiler (ir + passes -> ir or asm) - ftd model is fine tuned for solving phase ordering and disassembling FTD is…
Yep! No GCC on this one. And yep, that's not far off how the pretraining data was gathered - but with random optimisations to give it a bit of variety.
Yep, we tried it :-) These were exactly the problems we had with it.