[llvm-dev] [GSoC 2016] Interprocedural Register Allocation - Introduction and Feedback

Hal Finkel via llvm-dev llvm-dev at lists.llvm.org
Tue May 24 20:14:27 PDT 2016


----- Original Message -----

> From: "vivek pandya" <vivekvpandya at gmail.com>
> To: "Hal Finkel" <hfinkel at anl.gov>
> Cc: "llvm-dev" <llvm-dev at lists.llvm.org>, "Matthias Braun"
> <matze at braunis.de>, "Mehdi Amini" <mehdi.amini at apple.com>, "Quentin
> Colombet" <qcolombet at apple.com>
> Sent: Tuesday, May 24, 2016 9:34:29 PM
> Subject: Re: [GSoC 2016] Interprocedural Register Allocation -
> Introduction and Feedback

> On Wed, May 25, 2016 at 3:53 AM, Hal Finkel < hfinkel at anl.gov >
> wrote:

> > > From: "vivek pandya" < vivekvpandya at gmail.com >
> > 
> 
> > > To: "Quentin Colombet" < qcolombet at apple.com >
> > 
> 
> > > Cc: "Hal Finkel" < hfinkel at anl.gov >, "llvm-dev" <
> > > llvm-dev at lists.llvm.org >, "Matthias Braun" < matze at braunis.de >,
> > > "Mehdi Amini" < mehdi.amini at apple.com >
> > 
> 
> > > Sent: Tuesday, May 24, 2016 1:00:58 PM
> > 
> 
> > > Subject: Re: [GSoC 2016] Interprocedural Register Allocation -
> > > Introduction and Feedback
> > 
> 

> > > Hello,
> > 
> 

> > > I have written following code to check each register if it is
> > > used
> > > by
> > > machineFunction or not :
> > 
> 

> > > MachineRegisterInfo *MRI = &MF.getRegInfo();
> > 
> 
> > > TargetRegisterInfo *TRI = (TargetRegisterInfo
> > > *)MF.getSubtarget().getRegisterInfo();
> > 
> 
> > Some reason you can't use a const pointer here?
> 
> MCRegisterInfo is just used to get conventional name of register for
> given target like AX, BX on X86.
> > > const TargetMachine &TM = MF.getTarget();
> > 
> 
> > > const MCRegisterInfo *MCRI = TM.getMCRegisterInfo();
> > 
> 
> > > DEBUG(dbgs() << "Function Name : " << MF.getName() << "\n");
> > 
> 

> > > for(TargetRegisterInfo::regclass_iterator i =
> > > (*TRI).regclass_begin(), e = (*TRI).regclass_end(); i != e; i++ )
> > > {
> > 
> 
> > > for(TargetRegisterClass::iterator pregi = (*i)->begin(), prege =
> > > (*i)->end(); pregi != prege; pregi++ ) {
> > 
> 
> > > DEBUG( dbgs() << "Physical Register : " << MCRI->getName(*pregi)
> > > <<
> > > "
> > > is modified "<< MRI->isPhysRegModified(*pregi) << " \n");
> > 
> 
> > Try isPhysRegUsed.
> 
> ok
> > > }
> > 
> 
> > > }
> > 
> 
> > > DEBUG(dbgs() << "\n");
> > 
> 

> > > The pass which is executing this code is schedule POST-RA stage
> > > but
> > > this gives me true for all registers i.e in each function all
> > > registers are being used except EBP and some other similar, Is
> > > this
> > > a correct way to get register usage information ? I think I have
> > > made some mistake please help.
> > 
> 
> > You might look at the implementation of these functions in
> > lib/CodeGen/MachineRegisterInfo.cpp and figure out if they're
> > returning true because UsedPhysRegMask.test(PhysReg) is true or
> > because reg_nodbg_empty(*AliasReg) is true.
> 
> Yes that helped now I am getting actual register which have been used
> by given function, but a little problem
> The updated code is as shown below :
> for(TargetRegisterInfo::regclass_iterator i =
> (*TRI).regclass_begin(), e = (*TRI).regclass_end(); i != e; i++ ) {
> for(TargetRegisterClass::iterator pregi = (*i)->begin(), prege =
> (*i)->end(); pregi != prege; pregi++ ) {
> for (MCRegAliasIterator AliasReg(*pregi, TRI, true);
> AliasReg.isValid(); ++AliasReg) {
> if (!MRI->reg_nodbg_empty(*AliasReg)) {
> DEBUG( dbgs() << "Physical Register : " << MCRI->getName(*pregi) << "
> is used "<< MRI->isPhysRegUsed(*pregi) << " \n");
> break; // no need to process more alias
> }
> }
> }
> }
> But here some registers are getting processed with in different
> classes (unnecessary processing) Is this only way to iterate through
> all used register (using RegClass iterator) ? Is there any way to
> avoid duplicate regs?
> Of course currently I am just printing but next I am thinking to use
> a map to track usage info , in that only distinct register info will
> be stored but still due to loop structure I need to iterate through
> a single register 3 - 4 times making it time consuming.
Yes, I believe you can just do: 

for (unsigned Reg = 0; Reg < TRI->getNumRegs(); ++Reg) { 

-Hal 

> -Vivek
> > -Hal
> 

> > > Vivek
> > 
> 

> > > On Wed, May 18, 2016 at 11:42 PM, Quentin Colombet <
> > > qcolombet at apple.com > wrote:
> > 
> 

> > > > > On May 18, 2016, at 11:00 AM, vivek pandya <
> > > > > vivekvpandya at gmail.com
> > > > > >
> > > > > wrote:
> > > > 
> > > 
> > 
> 

> > > > > Vivek Pandya
> > > > 
> > > 
> > 
> 

> > > > > On Wed, May 18, 2016 at 11:25 PM, Quentin Colombet <
> > > > > qcolombet at apple.com > wrote:
> > > > 
> > > 
> > 
> 

> > > > > > > On May 18, 2016, at 10:46 AM, vivek pandya <
> > > > > > > vivekvpandya at gmail.com
> > > > > > > >
> > > > > > > wrote:
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > Vivek Pandya
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > On Wed, May 11, 2016 at 4:01 PM, Hal Finkel <
> > > > > > > hfinkel at anl.gov
> > > > > > > >
> > > > > > > wrote:
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > From: "vivek pandya" < vivekvpandya at gmail.com >
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > To: "Mehdi Amini" < mehdi.amini at apple.com >
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > Cc: "Hal Finkel" < hfinkel at anl.gov >, "Quentin
> > > > > > > > > Colombet"
> > > > > > > > > <
> > > > > > > > > qcolombet at apple.com >, "llvm-dev" <
> > > > > > > > > llvm-dev at lists.llvm.org
> > > > > > > > > >,
> > > > > > > > > "Matthias Braun" < matze at braunis.de >
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > Sent: Wednesday, May 11, 2016 3:15:03 AM
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > Subject: Re: [GSoC 2016] Interprocedural Register
> > > > > > > > > Allocation
> > > > > > > > > -
> > > > > > > > > Introduction and Feedback
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > Vivek Pandya
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > On Wed, May 11, 2016 at 10:02 AM, vivek pandya <
> > > > > > > > > vivekvpandya at gmail.com > wrote:
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > Vivek Pandya
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > On Wed, May 11, 2016 at 9:43 AM, Mehdi Amini <
> > > > > > > > > > mehdi.amini at apple.com
> > > > > > > > > > > wrote:
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > On May 10, 2016, at 6:06 PM, Hal Finkel <
> > > > > > > > > > > > hfinkel at anl.gov
> > > > > > > > > > > > >
> > > > > > > > > > > > wrote:
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > From: "vivek pandya" < vivekvpandya at gmail.com
> > > > > > > > > > > > > >
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > To: "llvm-dev" < llvm-dev at lists.llvm.org >,
> > > > > > > > > > > > > "Tim
> > > > > > > > > > > > > Amini
> > > > > > > > > > > > > Golling"
> > > > > > > > > > > > > <
> > > > > > > > > > > > > mehdi.amini at apple.com >, "Hal Finkel" <
> > > > > > > > > > > > > hfinkel at anl.gov
> > > > > > > > > > > > > >
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > Cc: "Quentin Colombet" < qcolombet at apple.com
> > > > > > > > > > > > > >
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > Sent: Tuesday, May 10, 2016 2:59:16 PM
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > Subject: [GSoC 2016] Interprocedural Register
> > > > > > > > > > > > > Allocation
> > > > > > > > > > > > > -
> > > > > > > > > > > > > Introduction and Feedback
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > Hello LLVM Community,
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > Sorry for delay as I was busy in final exams.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > I am Vivek from India. Thanks for choosing my
> > > > > > > > > > > > > proposal
> > > > > > > > > > > > > for
> > > > > > > > > > > > > Interprocedural Register Allocation (IPRA) in
> > > > > > > > > > > > > LLVM.
> > > > > > > > > > > > > Mehdi
> > > > > > > > > > > > > Amini
> > > > > > > > > > > > > and
> > > > > > > > > > > > > Hal Finkel will be mentoring me for this
> > > > > > > > > > > > > project.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > IPRA can reduce code size and runtime of
> > > > > > > > > > > > > programs
> > > > > > > > > > > > > by
> > > > > > > > > > > > > allocating
> > > > > > > > > > > > > register across the module and procedure
> > > > > > > > > > > > > boundaries.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > I have identified some old but effective
> > > > > > > > > > > > > research
> > > > > > > > > > > > > work
> > > > > > > > > > > > > on
> > > > > > > > > > > > > this
> > > > > > > > > > > > > area.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > I want community's feedback for feasibility
> > > > > > > > > > > > > of
> > > > > > > > > > > > > these
> > > > > > > > > > > > > approach
> > > > > > > > > > > > > and
> > > > > > > > > > > > > I
> > > > > > > > > > > > > am targeting to implement two of them during
> > > > > > > > > > > > > this
> > > > > > > > > > > > > project.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > Here is list of the papers, I have read first
> > > > > > > > > > > > > two
> > > > > > > > > > > > > papers
> > > > > > > > > > > > > and
> > > > > > > > > > > > > I
> > > > > > > > > > > > > would
> > > > > > > > > > > > > like to discuss those approach first, I will
> > > > > > > > > > > > > read
> > > > > > > > > > > > > other
> > > > > > > > > > > > > two
> > > > > > > > > > > > > paper
> > > > > > > > > > > > > then initiate discussion for them as well.
> > > > > > > > > > > > > All
> > > > > > > > > > > > > I
> > > > > > > > > > > > > want
> > > > > > > > > > > > > is
> > > > > > > > > > > > > to
> > > > > > > > > > > > > find
> > > > > > > > > > > > > out
> > > > > > > > > > > > > a concrete implementation plan before 23 May,
> > > > > > > > > > > > > 2016
> > > > > > > > > > > > > and
> > > > > > > > > > > > > for
> > > > > > > > > > > > > that
> > > > > > > > > > > > > I
> > > > > > > > > > > > > need community's help.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > 1) Compile time ----- Minimizing register
> > > > > > > > > > > > > usage
> > > > > > > > > > > > > penalty
> > > > > > > > > > > > > at
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > calls -
> > > > > > > > > > > > > http://dl.acm.org/citation.cfm?id=53999
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > ====================================================================In
> > > > > > > > > > > > > this approach intra-procedural register
> > > > > > > > > > > > > allocation
> > > > > > > > > > > > > is
> > > > > > > > > > > > > used
> > > > > > > > > > > > > as
> > > > > > > > > > > > > base
> > > > > > > > > > > > > but machine code generation order is bottom
> > > > > > > > > > > > > up
> > > > > > > > > > > > > traversal
> > > > > > > > > > > > > of
> > > > > > > > > > > > > call
> > > > > > > > > > > > > graph and inter-procedural effect is achieved
> > > > > > > > > > > > > by
> > > > > > > > > > > > > propagating
> > > > > > > > > > > > > register usage information of callee function
> > > > > > > > > > > > > to
> > > > > > > > > > > > > caller
> > > > > > > > > > > > > (i.e
> > > > > > > > > > > > > child
> > > > > > > > > > > > > to parent in CallGraph) so that caller can
> > > > > > > > > > > > > use
> > > > > > > > > > > > > different
> > > > > > > > > > > > > registers
> > > > > > > > > > > > > than callee and can save load store cost at
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > call,
> > > > > > > > > > > > > this
> > > > > > > > > > > > > is
> > > > > > > > > > > > > not trivial as it seems due to recursive
> > > > > > > > > > > > > calls,
> > > > > > > > > > > > > library
> > > > > > > > > > > > > function
> > > > > > > > > > > > > usage etc. Also for upper region of the graph
> > > > > > > > > > > > > in
> > > > > > > > > > > > > this
> > > > > > > > > > > > > technique
> > > > > > > > > > > > > available number of registers might become
> > > > > > > > > > > > > zero
> > > > > > > > > > > > > in
> > > > > > > > > > > > > that
> > > > > > > > > > > > > case
> > > > > > > > > > > > > it
> > > > > > > > > > > > > should fall back to normal load store at
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > call.
> > > > > > > > > > > > > Apart
> > > > > > > > > > > > > from
> > > > > > > > > > > > > these difficulties other difficulties have
> > > > > > > > > > > > > been
> > > > > > > > > > > > > identified
> > > > > > > > > > > > > please
> > > > > > > > > > > > > follow this mail-chain
> > > > > > > > > > > > > https://groups.google.com/d/topic/llvm-dev/HOYAXv3m1LY/discussion
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > My mentor has already provided me a patch
> > > > > > > > > > > > > that
> > > > > > > > > > > > > alters
> > > > > > > > > > > > > code
> > > > > > > > > > > > > generation
> > > > > > > > > > > > > order as per bottom up call graph traversal,
> > > > > > > > > > > > > I
> > > > > > > > > > > > > am
> > > > > > > > > > > > > working
> > > > > > > > > > > > > from
> > > > > > > > > > > > > that
> > > > > > > > > > > > > point now. Any other help/suggestion is
> > > > > > > > > > > > > always
> > > > > > > > > > > > > welcomed.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > > 2) Link time ----- Global register allocation
> > > > > > > > > > > > > at
> > > > > > > > > > > > > link
> > > > > > > > > > > > > time
> > > > > > > > > > > > > -
> > > > > > > > > > > > > http://dl.acm.org/citation.cfm?id=989415
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > ====================================================================In
> > > > > > > > > > > > > this particular approach (sort of true IPRA)
> > > > > > > > > > > > > registers
> > > > > > > > > > > > > will
> > > > > > > > > > > > > be
> > > > > > > > > > > > > reallocated (this optimization will be
> > > > > > > > > > > > > optional
> > > > > > > > > > > > > if
> > > > > > > > > > > > > turned
> > > > > > > > > > > > > off
> > > > > > > > > > > > > still
> > > > > > > > > > > > > code will be compiled as per intra-procedural
> > > > > > > > > > > > > allocation)
> > > > > > > > > > > > > at
> > > > > > > > > > > > > link
> > > > > > > > > > > > > time. Here modules are first complied as per
> > > > > > > > > > > > > normal
> > > > > > > > > > > > > compilation
> > > > > > > > > > > > > but
> > > > > > > > > > > > > the object code is annotated with details so
> > > > > > > > > > > > > that
> > > > > > > > > > > > > linker
> > > > > > > > > > > > > can
> > > > > > > > > > > > > build
> > > > > > > > > > > > > call graph and also calculate usage
> > > > > > > > > > > > > information
> > > > > > > > > > > > > at
> > > > > > > > > > > > > link
> > > > > > > > > > > > > time.
> > > > > > > > > > > > > Compiler also write hints in object code that
> > > > > > > > > > > > > if
> > > > > > > > > > > > > particular
> > > > > > > > > > > > > variable
> > > > > > > > > > > > > is allocated in some other register ( due to
> > > > > > > > > > > > > new
> > > > > > > > > > > > > allocation)
> > > > > > > > > > > > > then
> > > > > > > > > > > > > how the code should be changed? Thus linker
> > > > > > > > > > > > > can
> > > > > > > > > > > > > use
> > > > > > > > > > > > > these
> > > > > > > > > > > > > information to decide which variables
> > > > > > > > > > > > > (global)
> > > > > > > > > > > > > need
> > > > > > > > > > > > > to
> > > > > > > > > > > > > be
> > > > > > > > > > > > > in
> > > > > > > > > > > > > same
> > > > > > > > > > > > > register through out the program execution
> > > > > > > > > > > > > and
> > > > > > > > > > > > > also
> > > > > > > > > > > > > according
> > > > > > > > > > > > > to
> > > > > > > > > > > > > register usage information in call graph
> > > > > > > > > > > > > which
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > will
> > > > > > > > > > > > > not
> > > > > > > > > > > > > be
> > > > > > > > > > > > > active simultaneously so that locals for that
> > > > > > > > > > > > > procedures
> > > > > > > > > > > > > can
> > > > > > > > > > > > > be
> > > > > > > > > > > > > in
> > > > > > > > > > > > > same registers with out load store at
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > calls.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > For these particular method help me to
> > > > > > > > > > > > > analyze
> > > > > > > > > > > > > feasibility:
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > 1) Can llvm collects following information at
> > > > > > > > > > > > > module
> > > > > > > > > > > > > level
> > > > > > > > > > > > > in
> > > > > > > > > > > > > MachineIR? list of procedures in module, list
> > > > > > > > > > > > > of
> > > > > > > > > > > > > locals
> > > > > > > > > > > > > in
> > > > > > > > > > > > > procedures, list of procedures that a
> > > > > > > > > > > > > particular
> > > > > > > > > > > > > procedure
> > > > > > > > > > > > > can
> > > > > > > > > > > > > call,
> > > > > > > > > > > > > and a list of the variables this procedure
> > > > > > > > > > > > > references.
> > > > > > > > > > > > > Each
> > > > > > > > > > > > > entry
> > > > > > > > > > > > > in
> > > > > > > > > > > > > the last two lists includes an estimate of
> > > > > > > > > > > > > the
> > > > > > > > > > > > > number
> > > > > > > > > > > > > of
> > > > > > > > > > > > > times
> > > > > > > > > > > > > the
> > > > > > > > > > > > > procedure is called or the variable is
> > > > > > > > > > > > > referenced
> > > > > > > > > > > > > in
> > > > > > > > > > > > > each
> > > > > > > > > > > > > execution
> > > > > > > > > > > > > of this procedure
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > 2) Can llvm write informative commands to
> > > > > > > > > > > > > object
> > > > > > > > > > > > > files?
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > 3) Can LTO is capable of leveraging those
> > > > > > > > > > > > > commands?
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > In terms of scoping the project for the summer,
> > > > > > > > > > > > I
> > > > > > > > > > > > definitely
> > > > > > > > > > > > recommend that you focus on (1) first. If you
> > > > > > > > > > > > finish
> > > > > > > > > > > > that,
> > > > > > > > > > > > we
> > > > > > > > > > > > can
> > > > > > > > > > > > certainly move on to other things.
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > I'll add +1 here, but I already wrote the same
> > > > > > > > > > > thing
> > > > > > > > > > > on
> > > > > > > > > > > IRC
> > > > > > > > > > > when
> > > > > > > > > > > discussing with Vivek. True IPRA without a proper
> > > > > > > > > > > MachineModule
> > > > > > > > > > > infrastructure won't be doable in my opinion
> > > > > > > > > > > (even
> > > > > > > > > > > with
> > > > > > > > > > > such
> > > > > > > > > > > infrastructure, it may not be trivial in LLVM in
> > > > > > > > > > > general).
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > > Regarding link time, note that any such a
> > > > > > > > > > > > design
> > > > > > > > > > > > would
> > > > > > > > > > > > likely
> > > > > > > > > > > > look
> > > > > > > > > > > > much different than in David Wall's paper
> > > > > > > > > > > > however,
> > > > > > > > > > > > because
> > > > > > > > > > > > our
> > > > > > > > > > > > LTO
> > > > > > > > > > > > re-codegens everything anyway. The paper says,
> > > > > > > > > > > > "Finally,
> > > > > > > > > > > > it
> > > > > > > > > > > > keeps
> > > > > > > > > > > > us
> > > > > > > > > > > > honest as designers of the system; once we
> > > > > > > > > > > > postpone
> > > > > > > > > > > > anything
> > > > > > > > > > > > until
> > > > > > > > > > > > link time, the temptation is great to postpone
> > > > > > > > > > > > everything,
> > > > > > > > > > > > ..."
> > > > > > > > > > > > -
> > > > > > > > > > > > Well, we've long-since succumb to that
> > > > > > > > > > > > temptation
> > > > > > > > > > > > when
> > > > > > > > > > > > we
> > > > > > > > > > > > LTO.
> > > > > > > > > > > > C'est
> > > > > > > > > > > > la vie.
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > > +1 as well, our LTO will benefit naturally from
> > > > > > > > > > > the
> > > > > > > > > > > leaf-to-root
> > > > > > > > > > > information propagation. ThinLTO will be more
> > > > > > > > > > > challenging/interesting though!
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > > For the first part a mechanism similar to
> > > > > > > > > > > > > MachineModulePass
> > > > > > > > > > > > > would
> > > > > > > > > > > > > be
> > > > > > > > > > > > > desirable but that may not be possible during
> > > > > > > > > > > > > this
> > > > > > > > > > > > > project,
> > > > > > > > > > > > > but
> > > > > > > > > > > > > if
> > > > > > > > > > > > > we can make some sort of smaller version of
> > > > > > > > > > > > > that
> > > > > > > > > > > > > to
> > > > > > > > > > > > > suit
> > > > > > > > > > > > > our
> > > > > > > > > > > > > purpose.
> > > > > > > > > > > > 
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > > I don't think we need to make any kind of
> > > > > > > > > > > > MachineModulePass
> > > > > > > > > > > > to
> > > > > > > > > > > > make
> > > > > > > > > > > > this work. Once we alter the visitation order
> > > > > > > > > > > > based
> > > > > > > > > > > > on
> > > > > > > > > > > > the
> > > > > > > > > > > > CGSCC
> > > > > > > > > > > > iteration scheme, we can keep state in-between
> > > > > > > > > > > > functions
> > > > > > > > > > > > in
> > > > > > > > > > > > the
> > > > > > > > > > > > pre-existing hacky way (using static members of
> > > > > > > > > > > > the
> > > > > > > > > > > > relevant
> > > > > > > > > > > > function passes).
> > > > > > > > > > > 
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > Sorry my mistake here by first part I mean 1)
> > > > > > > > > > requirement
> > > > > > > > > > in
> > > > > > > > > > the
> > > > > > > > > > link
> > > > > > > > > > time approach.
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > I also don't see where/why we need a
> > > > > > > > > > > MachineModule(Pass)
> > > > > > > > > > > for
> > > > > > > > > > > the
> > > > > > > > > > > CGSCC scheme, that said I'd rather avoid using a
> > > > > > > > > > > function
> > > > > > > > > > > pass
> > > > > > > > > > > with
> > > > > > > > > > > static members, if we can have a ModuleAnalysis
> > > > > > > > > > > that
> > > > > > > > > > > is
> > > > > > > > > > > bookkeeping
> > > > > > > > > > > the results for functions in the module and
> > > > > > > > > > > queries
> > > > > > > > > > > by
> > > > > > > > > > > the
> > > > > > > > > > > register
> > > > > > > > > > > allocator somehow.
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > Matthias/Quentin may have other inputs on this
> > > > > > > > > > > aspect.
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > @Hal do you mean to add a simple MachineFunction pass
> > > > > > > > > that
> > > > > > > > > will
> > > > > > > > > just
> > > > > > > > > operate on register allocated function and prepare a
> > > > > > > > > BitVector
> > > > > > > > > to
> > > > > > > > > indicate which register is being used by
> > > > > > > > > MachineFunction,
> > > > > > > > > and
> > > > > > > > > then
> > > > > > > > > use this pass as analysis pass (i.e just simply
> > > > > > > > > return
> > > > > > > > > static
> > > > > > > > > BitVector for clobbered register when register
> > > > > > > > > allocation
> > > > > > > > > for
> > > > > > > > > next
> > > > > > > > > function begins. This part is not much clear to me)
> > > > > > > > > this
> > > > > > > > > thing
> > > > > > > > > can
> > > > > > > > > be done by scheduling a pass post register allocation
> > > > > > > > > in
> > > > > > > > > lib/CodeGen/Passes.cpp
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > void TargetPassConfig::addMachinePasses() {
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > // Run pre-ra passes.
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > addPreRegAlloc();
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > // Run register allocation and passes that are
> > > > > > > > > tightly
> > > > > > > > > coupled
> > > > > > > > > with
> > > > > > > > > it,
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > // including phi elimination and scheduling.
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > if (getOptimizeRegAlloc())
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > addOptimizedRegAlloc(createRegAllocPass(true));
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > else
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > addFastRegAlloc(createRegAllocPass(false));
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > // Run post-ra passes.
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > addPostRegAlloc();
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > // Adding a new pass here which keeps register mask
> > > > > > > > > information
> > > > > > > > > across function calls.
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > .
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > }
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > But this also requires current register allocators to
> > > > > > > > > use
> > > > > > > > > this
> > > > > > > > > information in someway because RegMaskBits in
> > > > > > > > > LiveIntervalAnalysis.cpp is not static across calls.
> > > > > > > > > I
> > > > > > > > > mean
> > > > > > > > > I
> > > > > > > > > am
> > > > > > > > > not
> > > > > > > > > clear for how to propagate static info to
> > > > > > > > > Intra-procedural
> > > > > > > > > Register
> > > > > > > > > allocators (if possible without disturbing their code
> > > > > > > > > )
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > First, my hope is that we won't need to change the
> > > > > > > > register
> > > > > > > > allocators, as such, in order to make use of this
> > > > > > > > information.
> > > > > > > > Instead, we'll simply be able to alter the register
> > > > > > > > masks
> > > > > > > > generated
> > > > > > > > for the call instructions. These masks will indicate
> > > > > > > > fewer
> > > > > > > > clobbers
> > > > > > > > than might otherwise be present based on the ABI
> > > > > > > > because
> > > > > > > > of
> > > > > > > > information gathered during the codegen of the callee.
> > > > > > > > These
> > > > > > > > masks
> > > > > > > > are generally constructed by target based on the
> > > > > > > > calling
> > > > > > > > convention.
> > > > > > > > The PowerPC backend, for example, looks like this:
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > // Add a register mask operand representing the
> > > > > > > > call-preserved
> > > > > > > > registers.
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > const TargetRegisterInfo *TRI =
> > > > > > > > Subtarget.getRegisterInfo();
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > const uint32_t *Mask =
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > TRI->getCallPreservedMask(DAG.getMachineFunction(),
> > > > > > > > CallConv);
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > assert(Mask && "Missing call preserved mask for calling
> > > > > > > > convention");
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > Ops.push_back(DAG.getRegisterMask(Mask));
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > but it can be more complicated. If you look for uses of
> > > > > > > > 'getRegisterMask' in Target/*/*ISelLowering.cpp, you'll
> > > > > > > > see
> > > > > > > > what
> > > > > > > > I
> > > > > > > > mean. Regardless, the code ends up calling some method
> > > > > > > > is
> > > > > > > > the
> > > > > > > > targets TargetRegisterInfo subclass. These methods
> > > > > > > > generally
> > > > > > > > look
> > > > > > > > something like this:
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > const uint32_t *
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > PPCRegisterInfo::getCallPreservedMask(const
> > > > > > > > MachineFunction
> > > > > > > > &MF,
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > CallingConv::ID CC) const {
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > const PPCSubtarget &Subtarget =
> > > > > > > > MF.getSubtarget<PPCSubtarget>();
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > ...
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > return TM.isPPC64() ? (Subtarget.hasAltivec() ?
> > > > > > > > CSR_SVR464_Altivec_RegMask
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > : CSR_SVR464_RegMask)
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > : (Subtarget.hasAltivec() ? CSR_SVR432_Altivec_RegMask
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > : CSR_SVR432_RegMask);
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > }
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > In any case, the fundamental idea here is that, when
> > > > > > > > someone
> > > > > > > > calls
> > > > > > > > getCallPreservedMask in order to set the regmask on a
> > > > > > > > call,
> > > > > > > > we
> > > > > > > > might
> > > > > > > > not have to use the CC at all. Instead, if we've
> > > > > > > > already
> > > > > > > > codegened
> > > > > > > > the function, we might use a cache of 'exact' register
> > > > > > > > masks
> > > > > > > > computed during codegen of the potential callees
> > > > > > > > instead.
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > I am thinking to add a simple Immutable pass
> > > > > > > MachineRegisterUsageInfo
> > > > > > > similar to MachineBranchProbabilityInfo that can maintain
> > > > > > > RegisterUsageInformation per function. Can it be simply
> > > > > > > done
> > > > > > > by
> > > > > > > using UsedPhysRegMask from MachineRegisterInfo ??
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > No, like the comment said, UsedPhysRegMask gives only the
> > > > > > registers
> > > > > > clobbered by calls:
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > // This bit vector represents all the registers clobbered
> > > > > > by
> > > > > > function
> > > > > > calls.
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > You want to build this information yourself on top of
> > > > > > MachineRegisterInfo:: isPhysRegModified
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > Ok but then the time complexity will be O(n) n = number of
> > > > > physical
> > > > > register on the target. Am I going correct?
> > > > 
> > > 
> > 
> 
> > > > Yes, this is correct.
> > > 
> > 
> 

> > > > > > > Here getCallPreservedMask will call API provided by
> > > > > > > MachineRegisterUsageInfo to avail the exact register mask
> > > > > > > but
> > > > > > > how
> > > > > > > it
> > > > > > > can know that the function is already codegen or it will
> > > > > > > query
> > > > > > > each
> > > > > > > time when getCallPreservedMask is called and of available
> > > > > > > MachineRegisterUsageInfo will return the details
> > > > > > > otherwise
> > > > > > > simply
> > > > > > > return NULL.
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > So changes will be now in TargetRegisterInfo
> > > > > > > implementation
> > > > > > > for
> > > > > > > each
> > > > > > > target right ??
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > In order to do this, I think we'll need to provide a
> > > > > > > > function
> > > > > > > > callable from the target's getCallPreservedMask
> > > > > > > > implementation,
> > > > > > > > which can return such an 'exact' regmask when
> > > > > > > > available.
> > > > > > > > I
> > > > > > > > think
> > > > > > > > we
> > > > > > > > need to do it this way for two reasons:
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > 1. Not all of the target code calls
> > > > > > > > getCallPreservedMask,
> > > > > > > > but
> > > > > > > > sometimes calls other similar target-specific functions
> > > > > > > > (e.g.
> > > > > > > > getTLSCallPreservedMask).
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > 2. The targets need to opt-in to this behavior because
> > > > > > > > only
> > > > > > > > the
> > > > > > > > target can know that all register uses are really
> > > > > > > > tagged
> > > > > > > > correctly
> > > > > > > > post "pre-emit".
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > Because the target is free to introduce uses of
> > > > > > > > registers
> > > > > > > > at
> > > > > > > > essentially any time, we need to do the scanning for
> > > > > > > > used
> > > > > > > > registers
> > > > > > > > after the "pre-emit" passes run. This can be done by
> > > > > > > > scheduling
> > > > > > > > some
> > > > > > > > simple register-use scanning pass after the call to
> > > > > > > > addPreEmitPass
> > > > > > > > in lib/CodeGen/Passes.cpp.
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > I think this also applies in someway to Mehdi Amini's
> > > > > > > > > idea
> > > > > > > > > to
> > > > > > > > > keep
> > > > > > > > > a
> > > > > > > > > ModulePass for bookkeeping but then existing register
> > > > > > > > > allocators
> > > > > > > > > will be required to change so that the code can query
> > > > > > > > > the
> > > > > > > > > ModulePass
> > > > > > > > > for RegMaskBits for particular function.
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > I think that the simplest way to do this is to create
> > > > > > > > an
> > > > > > > > immutable
> > > > > > > > analysis pass (e.g. BasicAA) that keeps the cache of
> > > > > > > > the
> > > > > > > > computed
> > > > > > > > register masks. This is somewhat similar in spirit to
> > > > > > > > how
> > > > > > > > the
> > > > > > > > 'AssumptionCache' analysis works at the IR level. This
> > > > > > > > analysis
> > > > > > > > can
> > > > > > > > then be created by lib/CodeGen/Passes.cpp early, and
> > > > > > > > then
> > > > > > > > queried
> > > > > > > > and passed around later by the CodeGen/Target code.
> > > > > > > > Because
> > > > > > > > it
> > > > > > > > is
> > > > > > > > an
> > > > > > > > immutable analysis, it won't get destroyed until the
> > > > > > > > very
> > > > > > > > end,
> > > > > > > > which
> > > > > > > > is also important because, I imagine, it will need to
> > > > > > > > own
> > > > > > > > the
> > > > > > > > memory
> > > > > > > > associated with the generated register masks.
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > -Hal
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > Vivek
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > Yes for propagating register usage approach we
> > > > > > > > > > don't
> > > > > > > > > > need
> > > > > > > > > > MachineModulePass
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > > > Vivek
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > --
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > > > > Mehdi
> > > > > > > > > > 
> > > > > > > > > 
> > > > > > > > 
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > --
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 

> > > > > > > > Hal Finkel
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > Assistant Computational Scientist
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > Leadership Computing Facility
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > > > > > > > Argonne National Laboratory
> > > > > > > 
> > > > > > 
> > > > > 
> > > > 
> > > 
> > 
> 
> > --
> 

> > Hal Finkel
> 
> > Assistant Computational Scientist
> 
> > Leadership Computing Facility
> 
> > Argonne National Laboratory
> 

-- 

Hal Finkel 
Assistant Computational Scientist 
Leadership Computing Facility 
Argonne National Laboratory 
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