Benjamin Ylvisaker
2011-Jun-09 20:48 UTC
[LLVMdev] Advice on architecture research project?
I am interested in working on a little architecture project that involves modifying an ISA in some non-trivial ways and seeing what impact it has on instruction frequencies (and other such metrics). Clearly I'll need to hack on a compiler backend, and I thought that LLVM might be a good choice since among mature compiler infrastructures it's fairly young and presumably relatively clean. I will also need to choose an ISA and a functional simulator (which I will also need to hack) for the evaluation. I'm not particularly interested in micro-architecture level accuracy, so I'd rather avoid that complexity if possible. I think I'd rather start with an ISA more in the RISC family. Does anyone have a suggestion about ISAs for which there is a good LLVM backend and an open source/customizable functional simulator? Thanks, Ben
Hi Ben, ARM is a reasonable candidate. MIPS would also likely be a good option. -Jim On Jun 9, 2011, at 1:48 PM, Benjamin Ylvisaker wrote:> I am interested in working on a little architecture project that > involves modifying an ISA in some non-trivial ways and seeing what > impact it has on instruction frequencies (and other such metrics). > Clearly I'll need to hack on a compiler backend, and I thought that > LLVM might be a good choice since among mature compiler > infrastructures it's fairly young and presumably relatively clean. I > will also need to choose an ISA and a functional simulator (which I > will also need to hack) for the evaluation. I'm not particularly > interested in micro-architecture level accuracy, so I'd rather avoid > that complexity if possible. I think I'd rather start with an ISA > more in the RISC family. > > Does anyone have a suggestion about ISAs for which there is a good > LLVM backend and an open source/customizable functional simulator? > > Thanks, > Ben > > _______________________________________________ > LLVM Developers mailing list > LLVMdev at cs.uiuc.edu http://llvm.cs.uiuc.edu > http://lists.cs.uiuc.edu/mailman/listinfo/llvmdev
Benjamin Ylvisaker <benjaminy at alumni.cmu.edu> writes:> I am interested in working on a little architecture project that > involves modifying an ISA in some non-trivial ways and seeing what > impact it has on instruction frequencies (and other such metrics). > Clearly I'll need to hack on a compiler backend, and I thought that > LLVM might be a good choice since among mature compiler > infrastructures it's fairly young and presumably relatively clean. I > will also need to choose an ISA and a functional simulator (which I > will also need to hack) for the evaluation. I'm not particularly > interested in micro-architecture level accuracy, so I'd rather avoid > that complexity if possible. I think I'd rather start with an ISA > more in the RISC family. > > Does anyone have a suggestion about ISAs for which there is a good > LLVM backend and an open source/customizable functional simulator?I agree that ARM is a good choice. MIPS is less well supported in LLVM, I think. But don't count out venerable X86. There are simulators available for it, both open- and closed-source. Note that things like instruction frequencies are highly ISA-dependent. If possible, it is best to evaluate your ideas on more than one target, just to see what the effects are. What other sorts of things do you want to study? If, long-term, you are planning to do serious studies of performance impacts, I very highly recommend you not rely on simulators if at all possible. I have never met a simulator ("cycle-accurate" or not) that even comes close to giving reasonable performance predictions. I admit this is rather difficult to do if you are exposing some new hardware magic to the ISA. In cases like this I have long believed that availability of compiler and simulator source code should be a bare minimum prerequisite for publication. Unfortunately, I seem to be in a rather small minority. -Dave
Benjamin Ylvisaker
2011-Jun-10 18:31 UTC
[LLVMdev] Advice on architecture research project?
On Jun 9, 2011, at 8:09 PM, David A. Greene wrote:> Note that things like instruction frequencies are highly ISA- > dependent. If possible, it is best to evaluate your ideas on more > than one target, just to see what the effects are. What other sorts > of things do you want to study? > > If, long-term, you are planning to do serious studies of performance > impacts, I very highly recommend you not rely on simulators if at > all possible. I have never met a simulator ("cycle-accurate" or > not) that even comes close to giving reasonable performance > predictions. > > I admit this is rather difficult to do if you are exposing some new > hardware magic to the ISA. In cases like this I have long believed > that availability of compiler and simulator source code should be a > bare minimum prerequisite for publication. Unfortunately, I seem to > be in a rather small minority.The idea I am interested in investigating is operand queue-based (as opposed to register file-based) ISAs. As far as I know, there is one group that has done a significant amount of work on this idea, the SOWA lab at The University of Electro-Communications in Tokyo. They put forward new and interesting micro-architectural ideas along with the new ISA ideas, which I think has limited the impact of their work, because doing a credible design and evaluation of entirely new micro- architectures is so hard. See, e.g.: http://bit.ly/iStSmS [ACM Digital Library] The angle I'd like to explore is combining a queue-based ISA with a more conventional micro-architecture. To the first order, all you have to do in the micro-architecture is replace the architectural register to physical register renaming with a queue position to physical register "renaming". My (totally unsupported for now) belief is that a queue-based ISA would make it easier/more efficient to implement some recent micro-architectural research ideas for scalable cores, like banked register files. Doing a full-blown micro-architecture exploration and evaluation is way beyond what I have time for, but before I get there I need to address some ISA-level issues. Naive queue-based ISAs lead to very inefficient code, because you need lots of extra instructions for shuffling data around the queue to get values in the right order. (2x-5x more instructions executed is not uncommon.) So what I'm hoping to do is explore some ISA tweaks and verify that it's possible to bring down the number of queue overhead instructions to a manageable percentage. Does anyone have any experience with or advice about particular simulators/emulators? What I'm most interested in is easy modifiability. QEMU looks like an interesting option. Thanks, Ben
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