Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-21 Thread Kewen.Lin via Gcc-patches
on 2021/9/21 下午8:03, Segher Boessenkool wrote:
> Hi!
> 
> On Tue, Sep 21, 2021 at 01:47:19PM +0800, Kewen.Lin wrote:
>> on 2021/9/18 上午6:26, Segher Boessenkool wrote:
 +  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
 +&& load_pct > (unsigned int) rs6000_density_load_pct_threshold)
>>>
>>> Those variables are unsigned int already.  Don't cast please.
>>
>> Unfortunately this is required by bootstrapping.  The UInteger for the
>> param definition is really confusing, in the underlying implementation
>> it's still "signed".  If you grep "(unsigned) param", you can see a few
>> examples.  I guess the "UInteger" is mainly for the param value range
>> checking.
> 
> Huh, I see.  Is that a bug?  It certainly is surprising!  Please open a
> PR if you think it could/should be improved, put me on Cc:?
> 

I guessed it's not a bug, "UInteger" is more for the opt/param value range
checking, but could be improved.  PR102440 filed as you suggested.  :)

 +-param=rs6000-density-pct-threshold=
 +Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
 Init(85) IntegerRange(0, 99) Param
>>>
>>> So make this and all other percentages (0, 100) please.
>>
>> I thought 99 is enough for the RHS in ">". just realized it's more clear
>> with 100.  Will fix!
> 
> 99 will work fine, but it's not the best choice for the user, who will
> expect that a percentage can be anything from 0% to 100%.
> 
 +When costing for loop vectorization, we probably need to penalize the 
 loop body cost if the existing cost model may not adequately reflect 
 delays from unavailable vector resources.  We collect the cost for 
 vectorized statements and non-vectorized statements separately, check the 
 proportion of vec_cost to total cost of vec_cost and non vec_cost, and 
 penalize only if the proportion exceeds the threshold specified by this 
 parameter.  The default value is 85.
>>>
>>> It would be good if we can use line breaks in the source code for things
>>> like this, but I don't think we can.  This message is mainly used for
>>> "--help=param", and it is good there to have as short messages as you
>>> can.  But given the nature of params you need quite a few words often,
>>> and you do not want to say so little that things are no clear, either.
>>>
>>> So, dunno :-)
>>
>> I did some testings, the line breaks writing can still survive in the
>> "--help=param" show, the lines are concatenated with " ".  Although
>> there seems no this kind of writing practices, I am guessing you want
>> me to do line breaks for their descriptions?  If so, I will make them
>> short as the above "Target Undocumented..." line.  Or do you want it
>> to align source code ColumnLimit 80 (for these cases, it would look
>> shorter)?
> 
> It would help if was more readable in the surce code, one line of close
> to 500 columns is not very manageable :-)
> 
> But the thing that matters is what it will look like in the --help=
> output (and/or the manual).
> 

OK, I've used ColumnLimit 80 for that.  The outputs in --help= before/after
the line breaks look the same (smoother than what I can expect).  :)

Committed in r12-3767, thanks!

BR,
Kewen


Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-21 Thread Segher Boessenkool
Hi!

On Tue, Sep 21, 2021 at 01:47:19PM +0800, Kewen.Lin wrote:
> on 2021/9/18 上午6:26, Segher Boessenkool wrote:
> >> +  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
> >> +&& load_pct > (unsigned int) rs6000_density_load_pct_threshold)
> > 
> > Those variables are unsigned int already.  Don't cast please.
> 
> Unfortunately this is required by bootstrapping.  The UInteger for the
> param definition is really confusing, in the underlying implementation
> it's still "signed".  If you grep "(unsigned) param", you can see a few
> examples.  I guess the "UInteger" is mainly for the param value range
> checking.

Huh, I see.  Is that a bug?  It certainly is surprising!  Please open a
PR if you think it could/should be improved, put me on Cc:?

> >> +-param=rs6000-density-pct-threshold=
> >> +Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
> >> Init(85) IntegerRange(0, 99) Param
> > 
> > So make this and all other percentages (0, 100) please.
> 
> I thought 99 is enough for the RHS in ">". just realized it's more clear
> with 100.  Will fix!

99 will work fine, but it's not the best choice for the user, who will
expect that a percentage can be anything from 0% to 100%.

> >> +When costing for loop vectorization, we probably need to penalize the 
> >> loop body cost if the existing cost model may not adequately reflect 
> >> delays from unavailable vector resources.  We collect the cost for 
> >> vectorized statements and non-vectorized statements separately, check the 
> >> proportion of vec_cost to total cost of vec_cost and non vec_cost, and 
> >> penalize only if the proportion exceeds the threshold specified by this 
> >> parameter.  The default value is 85.
> > 
> > It would be good if we can use line breaks in the source code for things
> > like this, but I don't think we can.  This message is mainly used for
> > "--help=param", and it is good there to have as short messages as you
> > can.  But given the nature of params you need quite a few words often,
> > and you do not want to say so little that things are no clear, either.
> > 
> > So, dunno :-)
> 
> I did some testings, the line breaks writing can still survive in the
> "--help=param" show, the lines are concatenated with " ".  Although
> there seems no this kind of writing practices, I am guessing you want
> me to do line breaks for their descriptions?  If so, I will make them
> short as the above "Target Undocumented..." line.  Or do you want it
> to align source code ColumnLimit 80 (for these cases, it would look
> shorter)?

It would help if was more readable in the surce code, one line of close
to 500 columns is not very manageable :-)

But the thing that matters is what it will look like in the --help=
output (and/or the manual).


Segher


Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-20 Thread Kewen.Lin via Gcc-patches
on 2021/9/18 上午6:26, Segher Boessenkool wrote:
> Hi!
> 
> On Wed, Sep 15, 2021 at 04:52:49PM +0800, Kewen.Lin wrote:
>> This patch follows the discussion here[1], where Segher suggested
>> parameterizing those exact magic constants for density heuristics,
>> to make it easier to tweak if need.
>>
>> Since these heuristics are quite internal, I make these parameters
>> as undocumented and be mainly used by developers.
> 
> Okido.
> 
>> +  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
>> +  && load_pct > (unsigned int) rs6000_density_load_pct_threshold)
> 
> Those variables are unsigned int already.  Don't cast please.
> 

Unfortunately this is required by bootstrapping.  The UInteger for the
param definition is really confusing, in the underlying implementation
it's still "signed".  If you grep "(unsigned) param", you can see a few
examples.  I guess the "UInteger" is mainly for the param value range
checking.

>> +-param=rs6000-density-pct-threshold=
>> +Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
>> Init(85) IntegerRange(0, 99) Param
> 
> So make this and all other percentages (0, 100) please.
> 

I thought 99 is enough for the RHS in ">". just realized it's more clear
with 100.  Will fix!

>> +When costing for loop vectorization, we probably need to penalize the loop 
>> body cost if the existing cost model may not adequately reflect delays from 
>> unavailable vector resources.  We collect the cost for vectorized statements 
>> and non-vectorized statements separately, check the proportion of vec_cost 
>> to total cost of vec_cost and non vec_cost, and penalize only if the 
>> proportion exceeds the threshold specified by this parameter.  The default 
>> value is 85.
> 
> It would be good if we can use line breaks in the source code for things
> like this, but I don't think we can.  This message is mainly used for
> "--help=param", and it is good there to have as short messages as you
> can.  But given the nature of params you need quite a few words often,
> and you do not want to say so little that things are no clear, either.
> 
> So, dunno :-)

I did some testings, the line breaks writing can still survive in the
"--help=param" show, the lines are concatenated with " ".  Although
there seems no this kind of writing practices, I am guessing you want
me to do line breaks for their descriptions?  If so, I will make them
short as the above "Target Undocumented..." line.  Or do you want it
to align source code ColumnLimit 80 (for these cases, it would look
shorter)?

> 
> Oksy for trunk with these fixes and what Bill mentioned in the other
> thread.  Thanks!
> 

OK, thanks again!

BR,
Kewen


Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-20 Thread Kewen.Lin via Gcc-patches
Hi Bill,

Thanks for the review!

on 2021/9/18 上午12:27, Bill Schmidt wrote:
> Hi Kewen,
> 
> On 9/15/21 3:52 AM, Kewen.Lin wrote:
>> Hi,
>>
>> This patch follows the discussion here[1], where Segher suggested
>> parameterizing those exact magic constants for density heuristics,
>> to make it easier to tweak if need.
>>
>> Since these heuristics are quite internal, I make these parameters
>> as undocumented and be mainly used by developers.
>>
>> The change here should be "No Functional Change".  But I verified
>> it with SPEC2017 at option sets O2-vect and Ofast-unroll on Power8,
>> the result is neutral as expected.
>>
>> Bootstrapped and regress-tested on powerpc64le-linux-gnu Power9.
>>
>> Is it ok for trunk?
>>
>> [1] https://gcc.gnu.org/pipermail/gcc-patches/2021-September/579121.html
>>
>> BR,
>> Kewen
>> -
>> gcc/ChangeLog:
>>
>> * config/rs6000/rs6000.opt (rs6000-density-pct-threshold,
>> rs6000-density-size-threshold, rs6000-density-penalty,
>> rs6000-density-load-pct-threshold,
>> rs6000-density-load-num-threshold): New parameter.
>> * config/rs6000/rs6000.c (rs6000_density_test): Adjust with
>> corresponding parameters.
>>
>> ---
>>   gcc/config/rs6000/rs6000.c   | 22 +++---
>>   gcc/config/rs6000/rs6000.opt | 21 +
>>   2 files changed, 28 insertions(+), 15 deletions(-)
>>
>> diff --git a/gcc/config/rs6000/rs6000.c b/gcc/config/rs6000/rs6000.c
>> index 9bc826e3a50..4ab23b0ab33 100644
>> --- a/gcc/config/rs6000/rs6000.c
>> +++ b/gcc/config/rs6000/rs6000.c
>> @@ -5284,9 +5284,6 @@ struct rs6000_cost_data
>>   static void
>>   rs6000_density_test (rs6000_cost_data *data)
>>   {
>> -  const int DENSITY_PCT_THRESHOLD = 85;
>> -  const int DENSITY_SIZE_THRESHOLD = 70;
>> -  const int DENSITY_PENALTY = 10;
>>     struct loop *loop = data->loop_info;
>>     basic_block *bbs = get_loop_body (loop);
>>     int nbbs = loop->num_nodes;
>> @@ -5322,26 +5319,21 @@ rs6000_density_test (rs6000_cost_data *data)
>>     free (bbs);
>>     density_pct = (vec_cost * 100) / (vec_cost + not_vec_cost);
>>
>> -  if (density_pct > DENSITY_PCT_THRESHOLD
>> -  && vec_cost + not_vec_cost > DENSITY_SIZE_THRESHOLD)
>> +  if (density_pct > rs6000_density_pct_threshold
>> +  && vec_cost + not_vec_cost > rs6000_density_size_threshold)
>>   {
>> -  data->cost[vect_body] = vec_cost * (100 + DENSITY_PENALTY) / 100;
>> +  data->cost[vect_body] = vec_cost * (100 + rs6000_density_penalty) / 
>> 100;
>>     if (dump_enabled_p ())
>>   dump_printf_loc (MSG_NOTE, vect_location,
>>    "density %d%%, cost %d exceeds threshold, penalizing "
>> - "loop body cost by %d%%\n", density_pct,
>> - vec_cost + not_vec_cost, DENSITY_PENALTY);
>> + "loop body cost by %u%%\n", density_pct,
>> + vec_cost + not_vec_cost, rs6000_density_penalty);
>>   }
>>
>>     /* Check whether we need to penalize the body cost to account
>>    for excess strided or elementwise loads.  */
>>     if (data->extra_ctor_cost > 0)
>>   {
>> -  /* Threshold for load stmts percentage in all vectorized stmts.  */
>> -  const int DENSITY_LOAD_PCT_THRESHOLD = 45;
>> -  /* Threshold for total number of load stmts.  */
>> -  const int DENSITY_LOAD_NUM_THRESHOLD = 20;
>> -
>>     gcc_assert (data->nloads <= data->nstmts);
>>     unsigned int load_pct = (data->nloads * 100) / data->nstmts;
>>
>> @@ -5355,8 +5347,8 @@ rs6000_density_test (rs6000_cost_data *data)
>>     the loads.
>>    One typical case is the innermost loop of the hotspot of SPEC2017
>>    503.bwaves_r without loop interchange.  */
>> -  if (data->nloads > DENSITY_LOAD_NUM_THRESHOLD
>> -  && load_pct > DENSITY_LOAD_PCT_THRESHOLD)
>> +  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
>> +  && load_pct > (unsigned int) rs6000_density_load_pct_threshold)
>>   {
>>     data->cost[vect_body] += data->extra_ctor_cost;
>>     if (dump_enabled_p ())
>> diff --git a/gcc/config/rs6000/rs6000.opt b/gcc/config/rs6000/rs6000.opt
>> index 0538db387dc..563983f3269 100644
>> --- a/gcc/config/rs6000/rs6000.opt
>> +++ b/gcc/config/rs6000/rs6000.opt
>> @@ -639,3 +639,24 @@ Enable instructions that guard against return-oriented 
>> programming attacks.
>>   mprivileged
>>   Target Var(rs6000_privileged) Init(0)
>>   Generate code that will run in privileged state.
>> +
>> +-param=rs6000-density-pct-threshold=
>> +Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
>> Init(85) IntegerRange(0, 99) Param
>> +When costing for loop vectorization, we probably need to penalize the loop 
>> body cost if the existing cost model may not adequately reflect delays from 
>> unavailable vector resources.  We collect the cost for vectorized statements 
>> and non-vectorized statements separately, check the proportion of vec_cost 
>> to total cost of vec_cost and non vec_cost, and 

Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-17 Thread Segher Boessenkool
Hi!

On Wed, Sep 15, 2021 at 04:52:49PM +0800, Kewen.Lin wrote:
> This patch follows the discussion here[1], where Segher suggested
> parameterizing those exact magic constants for density heuristics,
> to make it easier to tweak if need.
> 
> Since these heuristics are quite internal, I make these parameters
> as undocumented and be mainly used by developers.

Okido.

> +  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
> +   && load_pct > (unsigned int) rs6000_density_load_pct_threshold)

Those variables are unsigned int already.  Don't cast please.

> +-param=rs6000-density-pct-threshold=
> +Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
> Init(85) IntegerRange(0, 99) Param

So make this and all other percentages (0, 100) please.

> +When costing for loop vectorization, we probably need to penalize the loop 
> body cost if the existing cost model may not adequately reflect delays from 
> unavailable vector resources.  We collect the cost for vectorized statements 
> and non-vectorized statements separately, check the proportion of vec_cost to 
> total cost of vec_cost and non vec_cost, and penalize only if the proportion 
> exceeds the threshold specified by this parameter.  The default value is 85.

It would be good if we can use line breaks in the source code for things
like this, but I don't think we can.  This message is mainly used for
"--help=param", and it is good there to have as short messages as you
can.  But given the nature of params you need quite a few words often,
and you do not want to say so little that things are no clear, either.

So, dunno :-)

Oksy for trunk with these fixes and what Bill mentioned in the other
thread.  Thanks!


Segher


Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-17 Thread Segher Boessenkool
Hi!

On Fri, Sep 17, 2021 at 11:27:09AM -0500, Bill Schmidt wrote:
> On 9/15/21 3:52 AM, Kewen.Lin wrote:
> >+-param=rs6000-density-pct-threshold=
> >+Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) 
> >Init(85) IntegerRange(0, 99) Param
> >+When costing for loop vectorization, we probably need to penalize the 
> >loop body cost if the existing cost model may not adequately reflect 
> >delays from unavailable vector resources.  We collect the cost for 
> >vectorized statements and non-vectorized statements separately, check the 
> >proportion of vec_cost to total cost of vec_cost and non vec_cost, and 
> >penalize only if the proportion exceeds the threshold specified by this 
> >parameter.  The default value is 85.
> >+
> >+-param=rs6000-density-size-threshold=
> >+Target Undocumented Joined UInteger Var(rs6000_density_size_threshold) 
> >Init(70) IntegerRange(0, 99) Param
> 
> I think 99 is not a sufficient upper bound.  This is a counting value 
> that could in theory get much higher.  Can you set it to something 
> ridiculous like IntegerRange(0, 1000)?

It is a percentage.  (0,100) is the maximum that makes any sense :-)

It may be useful to make it a bit more sensitive than hundreds, but it
is a heuristic anyway, this will work fine.

But allowing 100 will be good.


Segher


Re: [PATCH] rs6000: Parameterize some const values for density test

2021-09-17 Thread Bill Schmidt via Gcc-patches

Hi Kewen,

On 9/15/21 3:52 AM, Kewen.Lin wrote:

Hi,

This patch follows the discussion here[1], where Segher suggested
parameterizing those exact magic constants for density heuristics,
to make it easier to tweak if need.

Since these heuristics are quite internal, I make these parameters
as undocumented and be mainly used by developers.

The change here should be "No Functional Change".  But I verified
it with SPEC2017 at option sets O2-vect and Ofast-unroll on Power8,
the result is neutral as expected.

Bootstrapped and regress-tested on powerpc64le-linux-gnu Power9.

Is it ok for trunk?

[1] https://gcc.gnu.org/pipermail/gcc-patches/2021-September/579121.html

BR,
Kewen
-
gcc/ChangeLog:

* config/rs6000/rs6000.opt (rs6000-density-pct-threshold,
rs6000-density-size-threshold, rs6000-density-penalty,
rs6000-density-load-pct-threshold,
rs6000-density-load-num-threshold): New parameter.
* config/rs6000/rs6000.c (rs6000_density_test): Adjust with
corresponding parameters.

---
  gcc/config/rs6000/rs6000.c   | 22 +++---
  gcc/config/rs6000/rs6000.opt | 21 +
  2 files changed, 28 insertions(+), 15 deletions(-)

diff --git a/gcc/config/rs6000/rs6000.c b/gcc/config/rs6000/rs6000.c
index 9bc826e3a50..4ab23b0ab33 100644
--- a/gcc/config/rs6000/rs6000.c
+++ b/gcc/config/rs6000/rs6000.c
@@ -5284,9 +5284,6 @@ struct rs6000_cost_data
  static void
  rs6000_density_test (rs6000_cost_data *data)
  {
-  const int DENSITY_PCT_THRESHOLD = 85;
-  const int DENSITY_SIZE_THRESHOLD = 70;
-  const int DENSITY_PENALTY = 10;
struct loop *loop = data->loop_info;
basic_block *bbs = get_loop_body (loop);
int nbbs = loop->num_nodes;
@@ -5322,26 +5319,21 @@ rs6000_density_test (rs6000_cost_data *data)
free (bbs);
density_pct = (vec_cost * 100) / (vec_cost + not_vec_cost);

-  if (density_pct > DENSITY_PCT_THRESHOLD
-  && vec_cost + not_vec_cost > DENSITY_SIZE_THRESHOLD)
+  if (density_pct > rs6000_density_pct_threshold
+  && vec_cost + not_vec_cost > rs6000_density_size_threshold)
  {
-  data->cost[vect_body] = vec_cost * (100 + DENSITY_PENALTY) / 100;
+  data->cost[vect_body] = vec_cost * (100 + rs6000_density_penalty) / 100;
if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, vect_location,
 "density %d%%, cost %d exceeds threshold, penalizing "
-"loop body cost by %d%%\n", density_pct,
-vec_cost + not_vec_cost, DENSITY_PENALTY);
+"loop body cost by %u%%\n", density_pct,
+vec_cost + not_vec_cost, rs6000_density_penalty);
  }

/* Check whether we need to penalize the body cost to account
   for excess strided or elementwise loads.  */
if (data->extra_ctor_cost > 0)
  {
-  /* Threshold for load stmts percentage in all vectorized stmts.  */
-  const int DENSITY_LOAD_PCT_THRESHOLD = 45;
-  /* Threshold for total number of load stmts.  */
-  const int DENSITY_LOAD_NUM_THRESHOLD = 20;
-
gcc_assert (data->nloads <= data->nstmts);
unsigned int load_pct = (data->nloads * 100) / data->nstmts;

@@ -5355,8 +5347,8 @@ rs6000_density_test (rs6000_cost_data *data)
  the loads.
 One typical case is the innermost loop of the hotspot of SPEC2017
 503.bwaves_r without loop interchange.  */
-  if (data->nloads > DENSITY_LOAD_NUM_THRESHOLD
- && load_pct > DENSITY_LOAD_PCT_THRESHOLD)
+  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
+ && load_pct > (unsigned int) rs6000_density_load_pct_threshold)
{
  data->cost[vect_body] += data->extra_ctor_cost;
  if (dump_enabled_p ())
diff --git a/gcc/config/rs6000/rs6000.opt b/gcc/config/rs6000/rs6000.opt
index 0538db387dc..563983f3269 100644
--- a/gcc/config/rs6000/rs6000.opt
+++ b/gcc/config/rs6000/rs6000.opt
@@ -639,3 +639,24 @@ Enable instructions that guard against return-oriented 
programming attacks.
  mprivileged
  Target Var(rs6000_privileged) Init(0)
  Generate code that will run in privileged state.
+
+-param=rs6000-density-pct-threshold=
+Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) Init(85) 
IntegerRange(0, 99) Param
+When costing for loop vectorization, we probably need to penalize the loop 
body cost if the existing cost model may not adequately reflect delays from 
unavailable vector resources.  We collect the cost for vectorized statements 
and non-vectorized statements separately, check the proportion of vec_cost to 
total cost of vec_cost and non vec_cost, and penalize only if the proportion 
exceeds the threshold specified by this parameter.  The default value is 85.
+
+-param=rs6000-density-size-threshold=
+Target Undocumented Joined UInteger Var(rs6000_density_size_threshold) 
Init(70) IntegerRange(0, 99) Param


I think 99 is not a sufficient upper bound.  This 

[PATCH] rs6000: Parameterize some const values for density test

2021-09-15 Thread Kewen.Lin via Gcc-patches
Hi,

This patch follows the discussion here[1], where Segher suggested
parameterizing those exact magic constants for density heuristics,
to make it easier to tweak if need.

Since these heuristics are quite internal, I make these parameters
as undocumented and be mainly used by developers.

The change here should be "No Functional Change".  But I verified
it with SPEC2017 at option sets O2-vect and Ofast-unroll on Power8,
the result is neutral as expected.

Bootstrapped and regress-tested on powerpc64le-linux-gnu Power9.

Is it ok for trunk?

[1] https://gcc.gnu.org/pipermail/gcc-patches/2021-September/579121.html

BR,
Kewen
-
gcc/ChangeLog:

* config/rs6000/rs6000.opt (rs6000-density-pct-threshold,
rs6000-density-size-threshold, rs6000-density-penalty,
rs6000-density-load-pct-threshold,
rs6000-density-load-num-threshold): New parameter.
* config/rs6000/rs6000.c (rs6000_density_test): Adjust with
corresponding parameters.

---
 gcc/config/rs6000/rs6000.c   | 22 +++---
 gcc/config/rs6000/rs6000.opt | 21 +
 2 files changed, 28 insertions(+), 15 deletions(-)

diff --git a/gcc/config/rs6000/rs6000.c b/gcc/config/rs6000/rs6000.c
index 9bc826e3a50..4ab23b0ab33 100644
--- a/gcc/config/rs6000/rs6000.c
+++ b/gcc/config/rs6000/rs6000.c
@@ -5284,9 +5284,6 @@ struct rs6000_cost_data
 static void
 rs6000_density_test (rs6000_cost_data *data)
 {
-  const int DENSITY_PCT_THRESHOLD = 85;
-  const int DENSITY_SIZE_THRESHOLD = 70;
-  const int DENSITY_PENALTY = 10;
   struct loop *loop = data->loop_info;
   basic_block *bbs = get_loop_body (loop);
   int nbbs = loop->num_nodes;
@@ -5322,26 +5319,21 @@ rs6000_density_test (rs6000_cost_data *data)
   free (bbs);
   density_pct = (vec_cost * 100) / (vec_cost + not_vec_cost);

-  if (density_pct > DENSITY_PCT_THRESHOLD
-  && vec_cost + not_vec_cost > DENSITY_SIZE_THRESHOLD)
+  if (density_pct > rs6000_density_pct_threshold
+  && vec_cost + not_vec_cost > rs6000_density_size_threshold)
 {
-  data->cost[vect_body] = vec_cost * (100 + DENSITY_PENALTY) / 100;
+  data->cost[vect_body] = vec_cost * (100 + rs6000_density_penalty) / 100;
   if (dump_enabled_p ())
dump_printf_loc (MSG_NOTE, vect_location,
 "density %d%%, cost %d exceeds threshold, penalizing "
-"loop body cost by %d%%\n", density_pct,
-vec_cost + not_vec_cost, DENSITY_PENALTY);
+"loop body cost by %u%%\n", density_pct,
+vec_cost + not_vec_cost, rs6000_density_penalty);
 }

   /* Check whether we need to penalize the body cost to account
  for excess strided or elementwise loads.  */
   if (data->extra_ctor_cost > 0)
 {
-  /* Threshold for load stmts percentage in all vectorized stmts.  */
-  const int DENSITY_LOAD_PCT_THRESHOLD = 45;
-  /* Threshold for total number of load stmts.  */
-  const int DENSITY_LOAD_NUM_THRESHOLD = 20;
-
   gcc_assert (data->nloads <= data->nstmts);
   unsigned int load_pct = (data->nloads * 100) / data->nstmts;

@@ -5355,8 +5347,8 @@ rs6000_density_test (rs6000_cost_data *data)
  the loads.
 One typical case is the innermost loop of the hotspot of SPEC2017
 503.bwaves_r without loop interchange.  */
-  if (data->nloads > DENSITY_LOAD_NUM_THRESHOLD
- && load_pct > DENSITY_LOAD_PCT_THRESHOLD)
+  if (data->nloads > (unsigned int) rs6000_density_load_num_threshold
+ && load_pct > (unsigned int) rs6000_density_load_pct_threshold)
{
  data->cost[vect_body] += data->extra_ctor_cost;
  if (dump_enabled_p ())
diff --git a/gcc/config/rs6000/rs6000.opt b/gcc/config/rs6000/rs6000.opt
index 0538db387dc..563983f3269 100644
--- a/gcc/config/rs6000/rs6000.opt
+++ b/gcc/config/rs6000/rs6000.opt
@@ -639,3 +639,24 @@ Enable instructions that guard against return-oriented 
programming attacks.
 mprivileged
 Target Var(rs6000_privileged) Init(0)
 Generate code that will run in privileged state.
+
+-param=rs6000-density-pct-threshold=
+Target Undocumented Joined UInteger Var(rs6000_density_pct_threshold) Init(85) 
IntegerRange(0, 99) Param
+When costing for loop vectorization, we probably need to penalize the loop 
body cost if the existing cost model may not adequately reflect delays from 
unavailable vector resources.  We collect the cost for vectorized statements 
and non-vectorized statements separately, check the proportion of vec_cost to 
total cost of vec_cost and non vec_cost, and penalize only if the proportion 
exceeds the threshold specified by this parameter.  The default value is 85.
+
+-param=rs6000-density-size-threshold=
+Target Undocumented Joined UInteger Var(rs6000_density_size_threshold) 
Init(70) IntegerRange(0, 99) Param
+Like parameter rs6000-density-pct-threshold, we also check the total sum of 
vec_cost and non vec_cost, and penalize only if