Tim Shen via llvm-dev
2016-Mar-05 01:09 UTC
[llvm-dev] [VSXFMAMutate] OldFMAReg may be wrongly rewritten
I wonder if we can do this in a separate analysis MachineFunction SSA pass. 1) SelectionDAG will generate a pseudo instruction MutatingFMA. When it's generated it's allowed to have d = a * b + c form, where d doesn't have to be in {a, b, c}. 2) Later, the proposed pass uses an algorithm to decide for instruction MI: `%vreg0 = MutatingFMA %vreg1, %vreg2, %vreg3`, it should tie %vreg0 with, say %vreg2. Then it tells the scheduler (through ScheduleDAG?) "If you put instruction MI as the last use of %vreg2, the killed %vreg2 will save us a copy". The algorithm saves as many copies as possible, and those suggestions are guarantee to be compatible with each other, so that scheduler can choose to follow all of them. 3) In Two-Address instruction pass, all MutatingFMA instructions are still handled and copies get inserted. That's fine. No change is required. 4) Scheduler optionally follows our suggestions. 5) After Scheduling, we do a copy cleanup pass that change: %vreg0<def> = COPY %vreg2<kill> %vreg0<def, tied2> = MutatingFMA %vreg1, %vreg0<tied0>, %vreg3 To: %vreg2<def, tie2> = MutatingFMA %vreg1, %vreg2<tied0>, %vreg3 In the same block. 6) 1)~5) are target independent. Now the tied MutatingFMA instruction gets lowered to one of its real forms. The only thing left is to formalize the problem and come up with an algorithm in 2): Given a DAG of uninteresting nodes and interesting (e.g. MutatingFMA) nodes, for each interesting nodes, select zero or one of its operand uses (corresponding to an edge) to mark. Mark as many edges as possible. I can't come up with an optimal algorithm for 2). Here's my current greedy solution: 1) For each vreg, calculate how many MutatingFMA instructions are using them, and put the result into ref_count. Set up a worklist that's holding all MutatingFMA instructions. 2) Try to get a MutatingFMA from worklist, as MI, such that, it has at least one operand %x that has ref_count 1. If we can't find one, go to 4). 3) Make a suggestion about MI and %x. Remove MI from active set and decrease the ref_count for each of its uses by 1. 4) If active set is empty, then we are done; otherwise remove a random (in a heuristic manner) MutatingFMA from worklist (by making no suggestions, aka keeping the copy) and go back to 2). For small amount (e.g. 5) of instructions, we can also enumerate copy/no-copy decisions for each of them. That will take 2^5 = 32 different cases, which isn't that many. Another concern is that ABI may require values to be put to designated physical registers (e.g. put return value to F1). It would be good to plumb a path from F1 as an input, finally to F1 as an output, for example: f = a * b + c * d + e it's better to do: e = FMA c d e a = FMA a b e where the first will be an add form and the second will be a multiply form. The greedy algorithm isn't aware of this, but the exponential algorithm can pick this up. The algorithm is unaware of any FMA related knowledge though, so it can be used for any mixed instructions with in-out registers. On Wed, Mar 2, 2016 at 3:40 PM Eric Christopher <echristo at gmail.com> wrote:> Relaying an IRC conversation here: > > Currently we're going to disable the VSXFMAMutate pass in ToT and talk > about ways to either rewrite or fix it to deal with more complicated cfgs. > > Thanks! > > -eric > > On Mon, Feb 29, 2016 at 2:21 PM Tim Shen <timshen at google.com> wrote: > >> Ping? >> >> On Mon, Feb 22, 2016 at 1:06 PM Tim Shen <timshen at google.com> wrote: >> >>> On Fri, Feb 19, 2016 at 5:10 PM Tim Shen <timshen at google.com> wrote: >>> >>>> I wonder if we can fix this by making the transformation simpler, that >>>> is, instead of doing: >>>> >>> >>> I wrote a prototype (see attach) for this idea, it actually improves >>> some of the test cases (e.g. fma-assoc.ll: test_FMADD_ASSOC1), but >>> pessimize several other cases (e.g. test_FMADD_ASSOC_EXT1). >>> >>> I'm not sure what to do at this point, I have several options: >>> 1) This pass simply omits the optimization for certain cases ("certain" >>> needs to be defined). >>> 2) This pass should never mutate anything out of the block, and may add >>> a copy at the end of the block, if the value is live-out. >>> 3) tune the transformation as I attempted, to make it simpler, working, >>> and producing better result? It seems interesting to get the improvement as >>> my prototype shown without hurting other test cases, but it needs a bit >>> thinking and I'd like to fix the compiler crash soon. >>> >>-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20160305/3fb72195/attachment.html>
Tim Shen via llvm-dev
2016-Mar-05 01:14 UTC
[llvm-dev] [VSXFMAMutate] OldFMAReg may be wrongly rewritten
In 5), by saying "In the same block" I mean we should replace uses of vreg0 with vreg2 afterwards, but only limited in the same basicblock. In 6), we need another tiny piece to actually lower MutatingFMA to real forms, which should be trivial. On Fri, Mar 4, 2016 at 5:09 PM Tim Shen <timshen at google.com> wrote:> I wonder if we can do this in a separate analysis MachineFunction SSA pass. > 1) SelectionDAG will generate a pseudo instruction MutatingFMA. When it's > generated it's allowed to have d = a * b + c form, where d doesn't have to > be in {a, b, c}. > 2) Later, the proposed pass uses an algorithm to decide for instruction > MI: `%vreg0 = MutatingFMA %vreg1, %vreg2, %vreg3`, it should tie %vreg0 > with, say %vreg2. Then it tells the scheduler (through ScheduleDAG?) "If > you put instruction MI as the last use of %vreg2, the killed %vreg2 will > save us a copy". The algorithm saves as many copies as possible, and those > suggestions are guarantee to be compatible with each other, so that > scheduler can choose to follow all of them. > 3) In Two-Address instruction pass, all MutatingFMA instructions are still > handled and copies get inserted. That's fine. No change is required. > 4) Scheduler optionally follows our suggestions. > 5) After Scheduling, we do a copy cleanup pass that change: > %vreg0<def> = COPY %vreg2<kill> > %vreg0<def, tied2> = MutatingFMA %vreg1, %vreg0<tied0>, %vreg3 > To: > %vreg2<def, tie2> = MutatingFMA %vreg1, %vreg2<tied0>, %vreg3 > In the same block. > 6) 1)~5) are target independent. Now the tied MutatingFMA instruction gets > lowered to one of its real forms. > > The only thing left is to formalize the problem and come up with an > algorithm in 2): > Given a DAG of uninteresting nodes and interesting (e.g. MutatingFMA) > nodes, for each interesting nodes, select zero or one of its operand uses > (corresponding to an edge) to mark. Mark as many edges as possible. > > I can't come up with an optimal algorithm for 2). Here's my current greedy > solution: > 1) For each vreg, calculate how many MutatingFMA instructions are using > them, and put the result into ref_count. Set up a worklist that's holding > all MutatingFMA instructions. > 2) Try to get a MutatingFMA from worklist, as MI, such that, it has at > least one operand %x that has ref_count 1. If we can't find one, go to 4). > 3) Make a suggestion about MI and %x. Remove MI from active set and > decrease the ref_count for each of its uses by 1. > 4) If active set is empty, then we are done; otherwise remove a random (in > a heuristic manner) MutatingFMA from worklist (by making no suggestions, > aka keeping the copy) and go back to 2). > > For small amount (e.g. 5) of instructions, we can also enumerate > copy/no-copy decisions for each of them. That will take 2^5 = 32 different > cases, which isn't that many. > > Another concern is that ABI may require values to be put to designated > physical registers (e.g. put return value to F1). It would be good to plumb > a path from F1 as an input, finally to F1 as an output, for example: > f = a * b + c * d + e > > it's better to do: > e = FMA c d e > a = FMA a b e > where the first will be an add form and the second will be a multiply > form. The greedy algorithm isn't aware of this, but the exponential > algorithm can pick this up. > > The algorithm is unaware of any FMA related knowledge though, so it can be > used for any mixed instructions with in-out registers. > > On Wed, Mar 2, 2016 at 3:40 PM Eric Christopher <echristo at gmail.com> > wrote: > >> Relaying an IRC conversation here: >> >> Currently we're going to disable the VSXFMAMutate pass in ToT and talk >> about ways to either rewrite or fix it to deal with more complicated cfgs. >> >> Thanks! >> >> -eric >> >> On Mon, Feb 29, 2016 at 2:21 PM Tim Shen <timshen at google.com> wrote: >> >>> Ping? >>> >>> On Mon, Feb 22, 2016 at 1:06 PM Tim Shen <timshen at google.com> wrote: >>> >>>> On Fri, Feb 19, 2016 at 5:10 PM Tim Shen <timshen at google.com> wrote: >>>> >>>>> I wonder if we can fix this by making the transformation simpler, that >>>>> is, instead of doing: >>>>> >>>> >>>> I wrote a prototype (see attach) for this idea, it actually improves >>>> some of the test cases (e.g. fma-assoc.ll: test_FMADD_ASSOC1), but >>>> pessimize several other cases (e.g. test_FMADD_ASSOC_EXT1). >>>> >>>> I'm not sure what to do at this point, I have several options: >>>> 1) This pass simply omits the optimization for certain cases ("certain" >>>> needs to be defined). >>>> 2) This pass should never mutate anything out of the block, and may add >>>> a copy at the end of the block, if the value is live-out. >>>> 3) tune the transformation as I attempted, to make it simpler, working, >>>> and producing better result? It seems interesting to get the improvement as >>>> my prototype shown without hurting other test cases, but it needs a bit >>>> thinking and I'd like to fix the compiler crash soon. >>>> >>>-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20160305/e068c9ef/attachment.html>
Tim Shen via llvm-dev
2016-Mar-16 17:53 UTC
[llvm-dev] [VSXFMAMutate] OldFMAReg may be wrongly rewritten
I implemented a proof of concept of a new generic MachineFunction SSA pass. The code is not readable and not efficient yet, but it shows interesting results: In fma.ll @test_FMSUB2 (return dummy(A * B + C, A * B - D)): before: fmr 0, 1 xsmaddadp 3, 0, 2 xsmsubmdp 0, 2, 4 fmr 1, 3 fmr 2, 0 bl dummy2 after: xsmsubadp 4, 1, 2 xsmaddmdp 1, 2, 3 fmr 2, 4 bl dummy2 In fma-assoc.ll all 9 copies are eliminated, for example (A * B + C * D + E): before: xsmaddmdp 3, 4, 5 xsmaddadp 3, 1, 2 fmr 1, 3 after: xsmaddadp 5, 3, 4 xsmaddmdp 1, 2, 5 In fma-ext.ll, the only copy is also eliminated. The new pass in theory can support any kinds of instructions that may pick one among multiple its operands as an in-out register. VSX FMA instructions are just some examples. The drawback is this pass requires LiveIntervals analysis at SSA form and Machine MachineDominatorTree analysis. It definitely preserves the former, but not sure about the latter - it rearranges operands and re-tie them. If you think this result is good enough, I'll go ahead and do a bit cleanup and code optimization. It's in theory as fast as a topological sort. On Fri, Mar 4, 2016 at 5:14 PM Tim Shen <timshen at google.com> wrote:> In 5), by saying "In the same block" I mean we should replace uses of > vreg0 with vreg2 afterwards, but only limited in the same basicblock. > > In 6), we need another tiny piece to actually lower MutatingFMA to real > forms, which should be trivial. > > On Fri, Mar 4, 2016 at 5:09 PM Tim Shen <timshen at google.com> wrote: > >> I wonder if we can do this in a separate analysis MachineFunction SSA >> pass. >> 1) SelectionDAG will generate a pseudo instruction MutatingFMA. When it's >> generated it's allowed to have d = a * b + c form, where d doesn't have to >> be in {a, b, c}. >> 2) Later, the proposed pass uses an algorithm to decide for instruction >> MI: `%vreg0 = MutatingFMA %vreg1, %vreg2, %vreg3`, it should tie %vreg0 >> with, say %vreg2. Then it tells the scheduler (through ScheduleDAG?) "If >> you put instruction MI as the last use of %vreg2, the killed %vreg2 will >> save us a copy". The algorithm saves as many copies as possible, and those >> suggestions are guarantee to be compatible with each other, so that >> scheduler can choose to follow all of them. >> 3) In Two-Address instruction pass, all MutatingFMA instructions are >> still handled and copies get inserted. That's fine. No change is required. >> 4) Scheduler optionally follows our suggestions. >> 5) After Scheduling, we do a copy cleanup pass that change: >> %vreg0<def> = COPY %vreg2<kill> >> %vreg0<def, tied2> = MutatingFMA %vreg1, %vreg0<tied0>, %vreg3 >> To: >> %vreg2<def, tie2> = MutatingFMA %vreg1, %vreg2<tied0>, %vreg3 >> In the same block. >> 6) 1)~5) are target independent. Now the tied MutatingFMA instruction >> gets lowered to one of its real forms. >> >> The only thing left is to formalize the problem and come up with an >> algorithm in 2): >> Given a DAG of uninteresting nodes and interesting (e.g. MutatingFMA) >> nodes, for each interesting nodes, select zero or one of its operand uses >> (corresponding to an edge) to mark. Mark as many edges as possible. >> >> I can't come up with an optimal algorithm for 2). Here's my current >> greedy solution: >> 1) For each vreg, calculate how many MutatingFMA instructions are using >> them, and put the result into ref_count. Set up a worklist that's holding >> all MutatingFMA instructions. >> 2) Try to get a MutatingFMA from worklist, as MI, such that, it has at >> least one operand %x that has ref_count 1. If we can't find one, go to 4). >> 3) Make a suggestion about MI and %x. Remove MI from active set and >> decrease the ref_count for each of its uses by 1. >> 4) If active set is empty, then we are done; otherwise remove a random >> (in a heuristic manner) MutatingFMA from worklist (by making no >> suggestions, aka keeping the copy) and go back to 2). >> >> For small amount (e.g. 5) of instructions, we can also enumerate >> copy/no-copy decisions for each of them. That will take 2^5 = 32 different >> cases, which isn't that many. >> >> Another concern is that ABI may require values to be put to designated >> physical registers (e.g. put return value to F1). It would be good to plumb >> a path from F1 as an input, finally to F1 as an output, for example: >> f = a * b + c * d + e >> >> it's better to do: >> e = FMA c d e >> a = FMA a b e >> where the first will be an add form and the second will be a multiply >> form. The greedy algorithm isn't aware of this, but the exponential >> algorithm can pick this up. >> >> The algorithm is unaware of any FMA related knowledge though, so it can >> be used for any mixed instructions with in-out registers. >> >> On Wed, Mar 2, 2016 at 3:40 PM Eric Christopher <echristo at gmail.com> >> wrote: >> >>> Relaying an IRC conversation here: >>> >>> Currently we're going to disable the VSXFMAMutate pass in ToT and talk >>> about ways to either rewrite or fix it to deal with more complicated cfgs. >>> >>> Thanks! >>> >>> -eric >>> >>> On Mon, Feb 29, 2016 at 2:21 PM Tim Shen <timshen at google.com> wrote: >>> >>>> Ping? >>>> >>>> On Mon, Feb 22, 2016 at 1:06 PM Tim Shen <timshen at google.com> wrote: >>>> >>>>> On Fri, Feb 19, 2016 at 5:10 PM Tim Shen <timshen at google.com> wrote: >>>>> >>>>>> I wonder if we can fix this by making the transformation simpler, >>>>>> that is, instead of doing: >>>>>> >>>>> >>>>> I wrote a prototype (see attach) for this idea, it actually improves >>>>> some of the test cases (e.g. fma-assoc.ll: test_FMADD_ASSOC1), but >>>>> pessimize several other cases (e.g. test_FMADD_ASSOC_EXT1). >>>>> >>>>> I'm not sure what to do at this point, I have several options: >>>>> 1) This pass simply omits the optimization for certain cases >>>>> ("certain" needs to be defined). >>>>> 2) This pass should never mutate anything out of the block, and may >>>>> add a copy at the end of the block, if the value is live-out. >>>>> 3) tune the transformation as I attempted, to make it simpler, >>>>> working, and producing better result? It seems interesting to get the >>>>> improvement as my prototype shown without hurting other test cases, but it >>>>> needs a bit thinking and I'd like to fix the compiler crash soon. >>>>> >>>>-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20160316/7b705fcd/attachment-0001.html> -------------- next part -------------- A non-text attachment was scrubbed... Name: a.diff Type: application/octet-stream Size: 17974 bytes Desc: not available URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20160316/7b705fcd/attachment-0001.obj>