llvm dev - Aug 2018 - Condition code in DAGCombiner::visitFADDForFMACombine?

Maybe there is a cleaner solution but it seems like adding a
'nocontract'
flag is close to the intention of spir-v and is an easy check in the
DAGCombiner without breaking anything else and its intentions are very
clear.

Right now the DAGCombiner logic doesn't seem to be able to handle the case
of having fast math globally with instruction level flags to turn off fast
math. Right now, either fast math is global and it's assumed everything can
be contracted or fast math is not global and we contract if the contract
flag is present on the current instruction. I could be missing something.

-Ryan

On Thu, Aug 23, 2018 at 1:36 PM Sanjay Patel <spatel at rotateright.com>
wrote:
> If we have this:
> r = (X * Y) + Z
>
> And we want that to become an fma op/node, 'contract' is checked on
the
> fadd because it is the fadd that's being altered to form the (possibly
> non-standard) result. As I think was noted earlier, whether
'contract' is
> set on the fmul is irrelevant in our current implementation. This allows
> the scenario where a strict fmul was inlined into code with looser FP
> semantics, and we're still free to create an fma. If the end value
allows
> non-standard behavior, then we assume that intermediate ops leading up to
> that end value can use non-standard behavior too. (cc'ing Michael Berg
who
> did a lot of the DAG FMF work recently)
>
> I'm not familiar with SPIR-V, but it sounds like it has an inverse flag
> system to what we have in IR and DAG - ops are presumed contract-able
> unless specified with 'no-contract'? Not sure how to resolve that.
>
> If we want to change the LLVM FMF semantics, then there will be breakage
> in the IR optimizer too (at least for 'reassoc'; not sure about
> 'contract'). Either way, I agree that we should try to clarify the
LangRef
> about this because you can't tell how things are supposed to work from
the
> current description.
>
>
> On Wed, Aug 22, 2018 at 9:41 AM, Nicolai Hähnle via llvm-dev <
> llvm-dev at lists.llvm.org> wrote:
>
>> On 22.08.2018 13:29, Ryan Taylor wrote:
>>
>>> The example starts as SPIR-V with the NoContraction decoration flag
on
>>> the fmul.
>>>
>>> I think what you are saying seems valid in that if the user had put
the
>>> flag on the fadd instead of the fmul it would not contract and so
in this
>>> example the user needs to put the NoContraction on the fadd though
I'm not
>>> sure that's a good expectation of the user. On the surface, I
think that if
>>> an operation didn't have the contract flag than it wouldn't
be contracted,
>>> regardless of what flags any other operation has.
>>>
>>
>> Okay, I see that the SPIR-V spec specifically calls out this example.
>>
>> Unless there are conflicting requirements with another frontend,
I'd say
>> we should make sure LLVM is aligned with SPIR-V here. Something along
the
>> lines of (in LangRef):
>>
>> ``contract``
>>    Allow floating-point contraction (e.g. fusing a multiply followed by
>>    an addition into a fused multiply-and-add). This flag must be
present
>>    on all affected instruction.
>>
>> And we should probably say the same about ``reassoc`` as well.
>>
>> Cheers,
>> Nicolai
>>
>>
>>
>>
>>
>>> On Wed, Aug 22, 2018 at 3:55 AM Nicolai Hähnle via llvm-dev <
>>> llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>> wrote:
>>>
>>>     On 21.08.2018 16:08, Ryan Taylor via llvm-dev wrote:
>>>      > So I have a test case where:
>>>      >
>>>      > %20 = fmul nnan arcp float %15, %19
>>>      > %21 = fadd reassoc nnan arcp contract float %20,
-1.000000e+00
>>>      >
>>>      > is being contracted in DAG to fmad. Is this correct since
the
>>>     fmul has
>>>      > no reassoc or contract fast math flag?
>>>
>>>     By having the reassoc and contract flags on fadd, the frontend
is
>>>     essentially saying "different rounding on the value
produced by the
>>>     fadd
>>>     is okay".
>>>
>>>     So I'd say contracting this to fma is correct.
>>>
>>>     Where does this code come from, and why do you think
contracting to
>>> fma
>>>     is wrong?
>>>
>>>     Cheers,
>>>     Nicolai
>>>
>>>
>>>
>>>
>>>      >
>>>      > Thanks.
>>>      >
>>>      > On Mon, Aug 20, 2018 at 12:56 PM Ryan Taylor <ryta1203
at gmail.com
>>>     <mailto:ryta1203 at gmail.com>
>>>      > <mailto:ryta1203 at gmail.com <mailto:ryta1203 at
gmail.com>>> wrote:
>>>      >
>>>      >     I'm curious why the condition to fuse is this:
>>>      >
>>>      >     // Floating-point multiply-add with intermediate
rounding.
>>>      >        bool HasFMAD = (LegalOperations &&
>>>      >     TLI.isOperationLegal(ISD::FMAD, VT));
>>>      >
>>>      >     static bool isContractable(SDNode *N) {
>>>      >        SDNodeFlags F = N->getFlags();
>>>      >        return F.hasAllowContract() ||
F.hasAllowReassociation();
>>>      >     }
>>>      >
>>>      >     bool CanFuse = Options.UnsafeFPMath ||
isContractable(N);
>>>      >     bool AllowFusionGlobally = (Options.AllowFPOpFusion
=>>>      >     FPOpFusion::Fast || CanFuse || HasFMAD);
>>>      >     // If the addition is not contractable, do not
combine.
>>>      >     if (!AllowFusionGlobally &&
!isContractable(N))
>>>      >          return SDValue();
>>>      >
>>>      >     Specifically the AllowFusionGlobally, I would have
expected
>>>      >     something more like:
>>>      >
>>>      >     bool AllowFusionGlobally = (Options.AllowFPOpFusion
=>>>      >     FPOpFusion::Fast && CanFuse &&
HasFMAD);
>>>      >
>>>      >     or at the very least:
>>>      >
>>>      >     bool AllowFusionGlobally = ((Options.AllowFPOpFusion
=>>>      >     FPOpFusion::Fast || CanFuse) && HasFMAD);
>>>      >
>>>      >     It seems that as long as the target can do fmad it
does do
>>> fmad
>>>      >     since HasFMAD is true.
>>>      >
>>>      >     Thanks.
>>>      >
>>>      >
>>>      >
>>>      >
>>>      >
>>>      > _______________________________________________
>>>      > LLVM Developers mailing list
>>>      > llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>
>>>      > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>>      >
>>>
>>>
>>>     --     Lerne, wie die Welt wirklich ist,
>>>     Aber vergiss niemals, wie sie sein sollte.
>>>     _______________________________________________
>>>     LLVM Developers mailing list
>>>     llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>
>>>     http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>>
>>>
>>
>> --
>> Lerne, wie die Welt wirklich ist,
>> Aber vergiss niemals, wie sie sein sollte.
>> _______________________________________________
>> LLVM Developers mailing list
>> llvm-dev at lists.llvm.org
>> http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>
>
>
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Ryan:

I think this will take more, here is the SPIR-V relevant text (
https://www.khronos.org/registry/spir-v/specs/1.0/SPIRV.pdf ):

<start>

NoContraction

Apply to an arithmetic instruction to indicate the operation cannot be combined
with another instruction to form a single operation. For example, if applied to
an OpFMul, that multiply can’t be combined with an addition to yield a fused
multiply-add operation. Furthermore, such operations are not allowed to
reassociate; e.g., add(a + add(b+c)) cannot be transformed to add(add(a+b) + c).

<end>

The problem is that the spec does not mention the reassoc attribute, where an
implication is made to tie both together as one control without specifying
precisely that.  I do not think we need to add another flag.  I think we can
work this within the definition.  The text implies NoContraction is both
contract=off and reassoc=off, baring global context. Since we are testing for
both in isContractable in some fmul contexts and always in fadd context, it
should suffice. This and the global context should be manageable in a SPIR env. 
The above text does not specify if the add should control fusing or not, but
leaves it open to interpretation.

Our current definition of contract is:

``contract``
Allow floating-point contraction (e.g. fusing a multiply followed by an addition
into a fused multiply-and-add).

Is somewhat loose, but then we do have a good deal of internal context no made
evident that exists in the source.
Lets put a stronger bound on the problem to solidify the goal.  I believe front
ends can be SPIR-V compliant and use the current framework.  It seems more a
management of the environment and IR than adding new feature controls.

Regards,
Michael

> On Aug 23, 2018, at 10:51 AM, Ryan Taylor <ryta1203 at gmail.com>
wrote:
> 
> Maybe there is a cleaner solution but it seems like adding a
'nocontract' flag is close to the intention of spir-v and is an easy
check in the DAGCombiner without breaking anything else and its intentions are
very clear.
> 
> Right now the DAGCombiner logic doesn't seem to be able to handle the
case of having fast math globally with instruction level flags to turn off fast
math. Right now, either fast math is global and it's assumed everything can
be contracted or fast math is not global and we contract if the contract flag is
present on the current instruction. I could be missing something.
> 
> -Ryan
> 
> On Thu, Aug 23, 2018 at 1:36 PM Sanjay Patel <spatel at rotateright.com
<mailto:spatel at rotateright.com>> wrote:
> If we have this:
> r = (X * Y) + Z
> 
> And we want that to become an fma op/node, 'contract' is checked on
the fadd because it is the fadd that's being altered to form the (possibly
non-standard) result. As I think was noted earlier, whether 'contract'
is set on the fmul is irrelevant in our current implementation. This allows the
scenario where a strict fmul was inlined into code with looser FP semantics, and
we're still free to create an fma. If the end value allows non-standard
behavior, then we assume that intermediate ops leading up to that end value can
use non-standard behavior too. (cc'ing Michael Berg who did a lot of the DAG
FMF work recently)
> 
> I'm not familiar with SPIR-V, but it sounds like it has an inverse flag
system to what we have in IR and DAG - ops are presumed contract-able unless
specified with 'no-contract'? Not sure how to resolve that.
> 
> If we want to change the LLVM FMF semantics, then there will be breakage in
the IR optimizer too (at least for 'reassoc'; not sure about
'contract'). Either way, I agree that we should try to clarify the
LangRef about this because you can't tell how things are supposed to work
from the current description.
> 
> 
> On Wed, Aug 22, 2018 at 9:41 AM, Nicolai Hähnle via llvm-dev <llvm-dev
at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote:
> On 22.08.2018 13:29, Ryan Taylor wrote:
> The example starts as SPIR-V with the NoContraction decoration flag on the
fmul.
> 
> I think what you are saying seems valid in that if the user had put the
flag on the fadd instead of the fmul it would not contract and so in this
example the user needs to put the NoContraction on the fadd though I'm not
sure that's a good expectation of the user. On the surface, I think that if
an operation didn't have the contract flag than it wouldn't be
contracted, regardless of what flags any other operation has.
> 
> Okay, I see that the SPIR-V spec specifically calls out this example.
> 
> Unless there are conflicting requirements with another frontend, I'd
say we should make sure LLVM is aligned with SPIR-V here. Something along the
lines of (in LangRef):
> 
> ``contract``
>    Allow floating-point contraction (e.g. fusing a multiply followed by
>    an addition into a fused multiply-and-add). This flag must be present
>    on all affected instruction.
> 
> And we should probably say the same about ``reassoc`` as well.
> 
> Cheers,
> Nicolai
> 
> 
> 
> 
> 
> On Wed, Aug 22, 2018 at 3:55 AM Nicolai Hähnle via llvm-dev <llvm-dev at
lists.llvm.org <mailto:llvm-dev at lists.llvm.org> <mailto:llvm-dev at
lists.llvm.org <mailto:llvm-dev at lists.llvm.org>>> wrote:
> 
>     On 21.08.2018 16:08, Ryan Taylor via llvm-dev wrote:
>      > So I have a test case where:
>      >
>      > %20 = fmul nnan arcp float %15, %19
>      > %21 = fadd reassoc nnan arcp contract float %20, -1.000000e+00
>      >
>      > is being contracted in DAG to fmad. Is this correct since the
>     fmul has
>      > no reassoc or contract fast math flag?
> 
>     By having the reassoc and contract flags on fadd, the frontend is
>     essentially saying "different rounding on the value produced by
the
>     fadd
>     is okay".
> 
>     So I'd say contracting this to fma is correct.
> 
>     Where does this code come from, and why do you think contracting to fma
>     is wrong?
> 
>     Cheers,
>     Nicolai
> 
> 
> 
> 
>      >
>      > Thanks.
>      >
>      > On Mon, Aug 20, 2018 at 12:56 PM Ryan Taylor <ryta1203 at
gmail.com <mailto:ryta1203 at gmail.com>
>     <mailto:ryta1203 at gmail.com <mailto:ryta1203 at
gmail.com>>
>      > <mailto:ryta1203 at gmail.com <mailto:ryta1203 at
gmail.com> <mailto:ryta1203 at gmail.com <mailto:ryta1203 at
gmail.com>>>> wrote:
>      >
>      >     I'm curious why the condition to fuse is this:
>      >
>      >     // Floating-point multiply-add with intermediate rounding.
>      >        bool HasFMAD = (LegalOperations &&
>      >     TLI.isOperationLegal(ISD::FMAD, VT));
>      >
>      >     static bool isContractable(SDNode *N) {
>      >        SDNodeFlags F = N->getFlags();
>      >        return F.hasAllowContract() || F.hasAllowReassociation();
>      >     }
>      >
>      >     bool CanFuse = Options.UnsafeFPMath || isContractable(N);
>      >     bool AllowFusionGlobally = (Options.AllowFPOpFusion =>    
>     FPOpFusion::Fast || CanFuse || HasFMAD);
>      >     // If the addition is not contractable, do not combine.
>      >     if (!AllowFusionGlobally && !isContractable(N))
>      >          return SDValue();
>      >
>      >     Specifically the AllowFusionGlobally, I would have expected
>      >     something more like:
>      >
>      >     bool AllowFusionGlobally = (Options.AllowFPOpFusion =>    
>     FPOpFusion::Fast && CanFuse && HasFMAD);
>      >
>      >     or at the very least:
>      >
>      >     bool AllowFusionGlobally = ((Options.AllowFPOpFusion =>   
>     FPOpFusion::Fast || CanFuse) && HasFMAD);
>      >
>      >     It seems that as long as the target can do fmad it does do
fmad
>      >     since HasFMAD is true.
>      >
>      >     Thanks.
>      >
>      >
>      >
>      >
>      >
>      > _______________________________________________
>      > LLVM Developers mailing list
>      > llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org> <mailto:llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>>
>      > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
<http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev>
>      >
> 
> 
>     --     Lerne, wie die Welt wirklich ist,
>     Aber vergiss niemals, wie sie sein sollte.
>     _______________________________________________
>     LLVM Developers mailing list
>     llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>
<mailto:llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>>
>     http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
<http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev>
> 
> 
> 
> -- 
> Lerne, wie die Welt wirklich ist,
> Aber vergiss niemals, wie sie sein sollte.
> _______________________________________________
> LLVM Developers mailing list
> llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>
> http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
<http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev>
> 
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Michael,
>From the spec with regards to reassoc:
  – 15225 Include no re-association as a constraint required by the
NoContraction Decoration.

I don't see a solution given the situation where -fp-contract=fast and we
want to contract. Furthermore, I think a 'nocontract' flag will allow
the
IR to be more readable in it's intention. The problem is you can have 2 fp
arith instructions with no contracts and no reassoc with global fast math
flag set, how can you differentiate between the two instructions when you
want one to be contract and the other to be no contract?

-Ryan



On Thu, Aug 23, 2018 at 2:27 PM Michael Berg <michael_c_berg at apple.com>
wrote:
> Ryan:
>
> I think this will take more, here is the SPIR-V relevant text (
> https://www.khronos.org/registry/spir-v/specs/1.0/SPIRV.pdf ):
>
> <start>
>
> NoContraction
>
> Apply to an arithmetic instruction to indicate the operation cannot be
> combined with another instruction to form a single operation. For example,
> if applied to an OpFMul, that multiply can’t be combined with an addition
> to yield a fused multiply-add operation. Furthermore, such operations are
> not allowed to reassociate; e.g., add(a + add(b+c)) cannot be transformed
> to add(add(a+b) + c).
> <end>
>
> The problem is that the spec does not mention the reassoc attribute, where
> an implication is made to tie both together as one control without
> specifying precisely that.  I do not think we need to add another flag.  I
> think we can work this within the definition.  The text implies
> NoContraction is both contract=off and reassoc=off, baring global context.
> Since we are testing for both in isContractable in some fmul contexts and
> always in fadd context, it should suffice. This and the global context
> should be manageable in a SPIR env.  The above text does not specify if the
> add should control fusing or not, but leaves it open to interpretation.
>
> Our current definition of contract is:
>
> ``contract``
> Allow floating-point contraction (e.g. fusing a multiply followed by an
> addition into a fused multiply-and-add).
>
> Is somewhat loose, but then we do have a good deal of internal context no
> made evident that exists in the source.
> Lets put a stronger bound on the problem to solidify the goal.  I believe
> front ends can be SPIR-V compliant and use the current framework.  It seems
> more a management of the environment and IR than adding new feature
> controls.
>
> Regards,
> Michael
>
>
> On Aug 23, 2018, at 10:51 AM, Ryan Taylor <ryta1203 at gmail.com>
wrote:
>
> Maybe there is a cleaner solution but it seems like adding a
'nocontract'
> flag is close to the intention of spir-v and is an easy check in the
> DAGCombiner without breaking anything else and its intentions are very
> clear.
>
> Right now the DAGCombiner logic doesn't seem to be able to handle the
case
> of having fast math globally with instruction level flags to turn off fast
> math. Right now, either fast math is global and it's assumed everything
can
> be contracted or fast math is not global and we contract if the contract
> flag is present on the current instruction. I could be missing something.
>
> -Ryan
>
> On Thu, Aug 23, 2018 at 1:36 PM Sanjay Patel <spatel at
rotateright.com>
> wrote:
>
>> If we have this:
>> r = (X * Y) + Z
>>
>> And we want that to become an fma op/node, 'contract' is
checked on the
>> fadd because it is the fadd that's being altered to form the
(possibly
>> non-standard) result. As I think was noted earlier, whether
'contract' is
>> set on the fmul is irrelevant in our current implementation. This
allows
>> the scenario where a strict fmul was inlined into code with looser FP
>> semantics, and we're still free to create an fma. If the end value
allows
>> non-standard behavior, then we assume that intermediate ops leading up
to
>> that end value can use non-standard behavior too. (cc'ing Michael
Berg who
>> did a lot of the DAG FMF work recently)
>>
>> I'm not familiar with SPIR-V, but it sounds like it has an inverse
flag
>> system to what we have in IR and DAG - ops are presumed contract-able
>> unless specified with 'no-contract'? Not sure how to resolve
that.
>>
>> If we want to change the LLVM FMF semantics, then there will be
breakage
>> in the IR optimizer too (at least for 'reassoc'; not sure about
>> 'contract'). Either way, I agree that we should try to clarify
the LangRef
>> about this because you can't tell how things are supposed to work
from the
>> current description.
>>
>>
>> On Wed, Aug 22, 2018 at 9:41 AM, Nicolai Hähnle via llvm-dev <
>> llvm-dev at lists.llvm.org> wrote:
>>
>>> On 22.08.2018 13:29, Ryan Taylor wrote:
>>>
>>>> The example starts as SPIR-V with the NoContraction decoration
flag on
>>>> the fmul.
>>>>
>>>> I think what you are saying seems valid in that if the user had
put the
>>>> flag on the fadd instead of the fmul it would not contract and
so in this
>>>> example the user needs to put the NoContraction on the fadd
though I'm not
>>>> sure that's a good expectation of the user. On the surface,
I think that if
>>>> an operation didn't have the contract flag than it
wouldn't be contracted,
>>>> regardless of what flags any other operation has.
>>>>
>>>
>>> Okay, I see that the SPIR-V spec specifically calls out this
example.
>>>
>>> Unless there are conflicting requirements with another frontend,
I'd say
>>> we should make sure LLVM is aligned with SPIR-V here. Something
along the
>>> lines of (in LangRef):
>>>
>>> ``contract``
>>>    Allow floating-point contraction (e.g. fusing a multiply
followed by
>>>    an addition into a fused multiply-and-add). This flag must be
present
>>>    on all affected instruction.
>>>
>>> And we should probably say the same about ``reassoc`` as well.
>>>
>>> Cheers,
>>> Nicolai
>>>
>>>
>>>
>>>
>>>
>>>> On Wed, Aug 22, 2018 at 3:55 AM Nicolai Hähnle via llvm-dev
<
>>>> llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>> wrote:
>>>>
>>>>     On 21.08.2018 16:08, Ryan Taylor via llvm-dev wrote:
>>>>      > So I have a test case where:
>>>>      >
>>>>      > %20 = fmul nnan arcp float %15, %19
>>>>      > %21 = fadd reassoc nnan arcp contract float %20,
-1.000000e+00
>>>>      >
>>>>      > is being contracted in DAG to fmad. Is this correct
since the
>>>>     fmul has
>>>>      > no reassoc or contract fast math flag?
>>>>
>>>>     By having the reassoc and contract flags on fadd, the
frontend is
>>>>     essentially saying "different rounding on the value
produced by the
>>>>     fadd
>>>>     is okay".
>>>>
>>>>     So I'd say contracting this to fma is correct.
>>>>
>>>>     Where does this code come from, and why do you think
contracting to
>>>> fma
>>>>     is wrong?
>>>>
>>>>     Cheers,
>>>>     Nicolai
>>>>
>>>>
>>>>
>>>>
>>>>      >
>>>>      > Thanks.
>>>>      >
>>>>      > On Mon, Aug 20, 2018 at 12:56 PM Ryan Taylor
<ryta1203 at gmail.com
>>>>     <mailto:ryta1203 at gmail.com>
>>>>      > <mailto:ryta1203 at gmail.com <mailto:ryta1203
at gmail.com>>> wrote:
>>>>      >
>>>>      >     I'm curious why the condition to fuse is
this:
>>>>      >
>>>>      >     // Floating-point multiply-add with intermediate
rounding.
>>>>      >        bool HasFMAD = (LegalOperations &&
>>>>      >     TLI.isOperationLegal(ISD::FMAD, VT));
>>>>      >
>>>>      >     static bool isContractable(SDNode *N) {
>>>>      >        SDNodeFlags F = N->getFlags();
>>>>      >        return F.hasAllowContract() ||
F.hasAllowReassociation();
>>>>      >     }
>>>>      >
>>>>      >     bool CanFuse = Options.UnsafeFPMath ||
isContractable(N);
>>>>      >     bool AllowFusionGlobally =
(Options.AllowFPOpFusion =>>>>      >     FPOpFusion::Fast ||
CanFuse || HasFMAD);
>>>>      >     // If the addition is not contractable, do not
combine.
>>>>      >     if (!AllowFusionGlobally &&
!isContractable(N))
>>>>      >          return SDValue();
>>>>      >
>>>>      >     Specifically the AllowFusionGlobally, I would
have expected
>>>>      >     something more like:
>>>>      >
>>>>      >     bool AllowFusionGlobally =
(Options.AllowFPOpFusion =>>>>      >     FPOpFusion::Fast
&& CanFuse && HasFMAD);
>>>>      >
>>>>      >     or at the very least:
>>>>      >
>>>>      >     bool AllowFusionGlobally =
((Options.AllowFPOpFusion =>>>>      >     FPOpFusion::Fast ||
CanFuse) && HasFMAD);
>>>>      >
>>>>      >     It seems that as long as the target can do fmad
it does do
>>>> fmad
>>>>      >     since HasFMAD is true.
>>>>      >
>>>>      >     Thanks.
>>>>      >
>>>>      >
>>>>      >
>>>>      >
>>>>      >
>>>>      > _______________________________________________
>>>>      > LLVM Developers mailing list
>>>>      > llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>
>>>>      >
http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>>>      >
>>>>
>>>>
>>>>     --     Lerne, wie die Welt wirklich ist,
>>>>     Aber vergiss niemals, wie sie sein sollte.
>>>>     _______________________________________________
>>>>     LLVM Developers mailing list
>>>>     llvm-dev at lists.llvm.org <mailto:llvm-dev at
lists.llvm.org>
>>>>     http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>>>
>>>>
>>>
>>> --
>>> Lerne, wie die Welt wirklich ist,
>>> Aber vergiss niemals, wie sie sein sollte.
>>> _______________________________________________
>>> LLVM Developers mailing list
>>> llvm-dev at lists.llvm.org
>>> http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
>>>
>>
>>
>
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