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Subject[PATCH v5 00/10] Coregroup support on Powerpc
Date
Changelog v4->v5:
v4: http://lore.kernel.org/lkml/20200727053230.19753-1-srikar@linux.vnet.ibm.com/t/#u

Changelog v4 ->v5:
powerpc/smp: Optimize start_secondary
Retain cache domain, no need for generalization
(Michael Ellerman, Peter Zijlstra,
Valentin Schneider, Gautham R. Shenoy)

powerpc/numa: Detect support for coregroup
Updated commit msg with current abstract nature of the coregroups
(Michael Ellerman)
powerpc/smp: Allocate cpumask only after searching thread group
Updated commit msg on why cpumask need not be freed.
(Michael Ellerman)

powerpc/smp: Create coregroup domain
Updated commit msg to specify actual implementation of
cpu_to_coregroup_id is in a subsequent patch (Michael Ellerman)

Changelog v3 ->v4:
v3: https://lore.kernel.org/lkml/20200723085116.4731-1-srikar@linux.vnet.ibm.com/t/#u

powerpc/smp: Create coregroup domain
if coregroup_support doesn't exist, update MC mask to the next
smaller domain mask.

Changelog v2 -> v3:
v2: https://lore.kernel.org/linuxppc-dev/20200721113814.32284-1-srikar@linux.vnet.ibm.com/t/#u

powerpc/smp: Cache node for reuse
Removed node caching part. Rewrote the Commit msg (Michael Ellerman)
Renamed to powerpc/smp: Fix a warning under !NEED_MULTIPLE_NODES

powerpc/smp: Enable small core scheduling sooner
Rewrote changelog (Gautham)
Renamed to powerpc/smp: Move topology fixups into a new function

powerpc/smp: Create coregroup domain
Add optimization for mask updation under coregroup_support

Changelog v1 -> v2:
v1: https://lore.kernel.org/linuxppc-dev/20200714043624.5648-1-srikar@linux.vnet.ibm.com/t/#u

powerpc/smp: Merge Power9 topology with Power topology
Replaced a reference to cpu_smt_mask with per_cpu(cpu_sibling_map, cpu)
since cpu_smt_mask is only defined under CONFIG_SCHED_SMT

powerpc/smp: Enable small core scheduling sooner
Restored the previous info msg (Jordan)
Moved big core topology fixup to fixup_topology (Gautham)

powerpc/smp: Dont assume l2-cache to be superset of sibling
Set cpumask after verifying l2-cache. (Gautham)

powerpc/smp: Generalize 2nd sched domain
Moved shared_cache topology fixup to fixup_topology (Gautham)

Powerpc/numa: Detect support for coregroup
Explained Coregroup in commit msg (Michael Ellerman)

Powerpc/smp: Create coregroup domain
Moved coregroup topology fixup to fixup_topology (Gautham)

powerpc/smp: Implement cpu_to_coregroup_id
Move coregroup_enabled before getting associativity (Gautham)

powerpc/smp: Provide an ability to disable coregroup
Patch dropped (Michael Ellerman)

Cleanup of existing powerpc topologies and add coregroup support on
Powerpc. Coregroup is a group of (subset of) cores of a DIE that share
a resource.

Patch 7 of this patch series: "Powerpc/numa: Detect support for coregroup"
depends on
https://lore.kernel.org/linuxppc-dev/20200707140644.7241-1-srikar@linux.vnet.ibm.com/t/#u
However it should be easy to rebase the patch without the above patch.

This patch series is based on top of current powerpc/next tree + the
above patch.

Summary of some of the testing done with coregroup patchset.
It includes ebizzy, schbench, perf bench sched pipe and topology verification.
One the left side are results from powerpc/next tree and on the right are the
results with the patchset applied. Topological verification clearly shows that
there is no change in topology with and without the patches on all the 3 class
of systems that were tested.

On PowerPc/Next On Powerpc/next + Coregroup Support v5 patchset

Power 9 PowerNV (2 Node/ 160 Cpu System)
---------------------------------
ebizzy (Throughput of 100 iterations of 30 seconds higher throughput is better)
N Min Max Median Avg Stddev N Min Max Median Avg Stddev
100 993884 1276090 1173476 1165914 54867.201 100 910470 1279820 1171095 1162091 67363.28

schbench (latency hence lower is better)
Latency percentiles (usec) Latency percentiles (usec)
50.0th: 455 50.0th: 454
75.0th: 533 75.0th: 543
90.0th: 683 90.0th: 701
95.0th: 743 95.0th: 737
*99.0th: 815 *99.0th: 805
99.5th: 839 99.5th: 835
99.9th: 913 99.9th: 893
min=0, max=1011 min=0, max=2833

perf bench sched pipe (lesser time and higher ops/sec is better)
# Running 'sched/pipe' benchmark: # Running 'sched/pipe' benchmark:
# Executed 1000000 pipe operations between two processes # Executed 1000000 pipe operations between two processes

Total time: 6.083 [sec] Total time: 6.303 [sec]

6.083576 usecs/op 6.303318 usecs/op
164377 ops/sec 158646 ops/sec


Power 9 LPAR (2 Node/ 128 Cpu System)
---------------------------------
ebizzy (Throughput of 100 iterations of 30 seconds higher throughput is better)
N Min Max Median Avg Stddev N Min Max Median Avg Stddev
100 1058029 1295393 1200414 1188306.7 56786.538 100 943264 1287619 1180522 1168473.2 64469.955

schbench (latency hence lower is better)
Latency percentiles (usec) Latency percentiles (usec)
50.0000th: 34 50.0000th: 39
75.0000th: 46 75.0000th: 52
90.0000th: 53 90.0000th: 68
95.0000th: 56 95.0000th: 77
*99.0000th: 61 *99.0000th: 89
99.5000th: 63 99.5000th: 94
99.9000th: 81 99.9000th: 169
min=0, max=8405 min=0, max=23674

perf bench sched pipe (lesser time and higher ops/sec is better)
# Running 'sched/pipe' benchmark: # Running 'sched/pipe' benchmark:
# Executed 1000000 pipe operations between two processes # Executed 1000000 pipe operations between two processes

Total time: 8.768 [sec] Total time: 5.217 [sec]

8.768400 usecs/op 5.217625 usecs/op
114045 ops/sec 191658 ops/sec

Power 8 LPAR (8 Node/ 256 Cpu System)
---------------------------------
ebizzy (Throughput of 100 iterations of 30 seconds higher throughput is better)
N Min Max Median Avg Stddev N Min Max Median Avg Stddev
100 1267615 1965234 1707423 1689137.6 144363.29 100 1175357 1924262 1691104 1664792.1 145876.4

schbench (latency hence lower is better)
Latency percentiles (usec) Latency percentiles (usec)
50.0th: 37 50.0th: 36
75.0th: 51 75.0th: 48
90.0th: 59 90.0th: 55
95.0th: 63 95.0th: 59
*99.0th: 71 *99.0th: 67
99.5th: 75 99.5th: 72
99.9th: 105 99.9th: 170
min=0, max=18560 min=0, max=27031

perf bench sched pipe (lesser time and higher ops/sec is better)
# Running 'sched/pipe' benchmark: # Running 'sched/pipe' benchmark:
# Executed 1000000 pipe operations between two processes # Executed 1000000 pipe operations between two processes

Total time: 6.013 [sec] Total time: 5.930 [sec]

6.013963 usecs/op 5.930724 usecs/op
166279 ops/sec 168613 ops/sec

Topology verification on Power9
Power9/ PowerNV / SMT4

tail -f /proc/cpuinfo
---------------------
cpu : POWER9, altivec supported
clock : 3600.000000MHz
revision : 2.2 (pvr 004e 1202)

timebase : 512000000
platform : PowerNV
model : 9006-22P
machine : PowerNV 9006-22P
firmware : OPAL
MMU : Radix

On PowerPc/Next On Powerpc/next + Coregroup Support v5 patchset
lscpu lscpu
------ ------
Architecture: ppc64le Architecture: ppc64le
Byte Order: Little Endian Byte Order: Little Endian
CPU(s): 160 CPU(s): 160
On-line CPU(s) list: 0-159 On-line CPU(s) list: 0-159
Thread(s) per core: 4 Thread(s) per core: 4
Core(s) per socket: 20 Core(s) per socket: 20
Socket(s): 2 Socket(s): 2
NUMA node(s): 2 NUMA node(s): 2
Model: 2.2 (pvr 004e 1202) Model: 2.2 (pvr 004e 1202)
Model name: POWER9, altivec supported Model name: POWER9, altivec supported
CPU max MHz: 3800.0000 CPU max MHz: 3800.0000
CPU min MHz: 2166.0000 CPU min MHz: 2166.0000
L1d cache: 32K L1d cache: 32K
L1i cache: 32K L1i cache: 32K
L2 cache: 512K L2 cache: 512K
L3 cache: 10240K L3 cache: 10240K
NUMA node0 CPU(s): 0-79 NUMA node0 CPU(s): 0-79
NUMA node8 CPU(s): 80-159 NUMA node8 CPU(s): 80-159

grep . /proc/sys/kernel/sched_domain/cpu0/domain*/name grep . /proc/sys/kernel/sched_domain/cpu0/domain*/name
----------------------------------------------------- -----------------------------------------------------
/proc/sys/kernel/sched_domain/cpu0/domain0/name:SMT /proc/sys/kernel/sched_domain/cpu0/domain0/name:SMT
/proc/sys/kernel/sched_domain/cpu0/domain1/name:CACHE /proc/sys/kernel/sched_domain/cpu0/domain1/name:CACHE
/proc/sys/kernel/sched_domain/cpu0/domain2/name:DIE /proc/sys/kernel/sched_domain/cpu0/domain2/name:DIE
/proc/sys/kernel/sched_domain/cpu0/domain3/name:NUMA /proc/sys/kernel/sched_domain/cpu0/domain3/name:NUMA

grep . /proc/sys/kernel/sched_domain/cpu0/domain*/flags grep . /proc/sys/kernel/sched_domain/cpu0/domain*/flags
------------------------------------------------------ ------------------------------------------------------
/proc/sys/kernel/sched_domain/cpu0/domain0/flags:2391 /proc/sys/kernel/sched_domain/cpu0/domain0/flags:2391
/proc/sys/kernel/sched_domain/cpu0/domain1/flags:2327 /proc/sys/kernel/sched_domain/cpu0/domain1/flags:2327
/proc/sys/kernel/sched_domain/cpu0/domain2/flags:2071 /proc/sys/kernel/sched_domain/cpu0/domain2/flags:2071
/proc/sys/kernel/sched_domain/cpu0/domain3/flags:12801 /proc/sys/kernel/sched_domain/cpu0/domain3/flags:12801


On PowerPc/Next
head /proc/schedstat
--------------------
version 15
timestamp 4295043536
cpu0 0 0 0 0 0 0 9597119314 2408913694 11897
domain0 00000000,00000000,00000000,00000000,0000000f 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 00000000,00000000,0000ffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain3 ffffffff,ffffffff,ffffffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu1 0 0 0 0 0 0 4941435230 11106132 1583
domain0 00000000,00000000,00000000,00000000,0000000f 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

On Powerpc/next + Coregroup Support v5 patchset
head /proc/schedstat
--------------------
version 15
timestamp 4296311826
cpu0 0 0 0 0 0 0 3353674045024 3781680865826 297483
domain0 00000000,00000000,00000000,00000000,0000000f 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 00000000,00000000,0000ffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain3 ffffffff,ffffffff,ffffffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu1 0 0 0 0 0 0 3337873293332 4231590033856 229090
domain0 00000000,00000000,00000000,00000000,0000000f 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0


Post sudo ppc64_cpu --smt=1 Post sudo ppc64_cpu --smt=1
--------------------- ---------------------
grep . /proc/sys/kernel/sched_domain/cpu0/domain*/name grep . /proc/sys/kernel/sched_domain/cpu0/domain*/name
----------------------------------------------------- -----------------------------------------------------
/proc/sys/kernel/sched_domain/cpu0/domain0/name:CACHE /proc/sys/kernel/sched_domain/cpu0/domain0/name:CACHE
/proc/sys/kernel/sched_domain/cpu0/domain1/name:DIE /proc/sys/kernel/sched_domain/cpu0/domain1/name:DIE
/proc/sys/kernel/sched_domain/cpu0/domain2/name:NUMA /proc/sys/kernel/sched_domain/cpu0/domain2/name:NUMA

grep . /proc/sys/kernel/sched_domain/cpu0/domain*/flags grep . /proc/sys/kernel/sched_domain/cpu0/domain*/flags
------------------------------------------------------ ------------------------------------------------------
/proc/sys/kernel/sched_domain/cpu0/domain0/flags:2327 /proc/sys/kernel/sched_domain/cpu0/domain0/flags:2327
/proc/sys/kernel/sched_domain/cpu0/domain1/flags:2071 /proc/sys/kernel/sched_domain/cpu0/domain1/flags:2071
/proc/sys/kernel/sched_domain/cpu0/domain2/flags:12801 /proc/sys/kernel/sched_domain/cpu0/domain2/flags:12801


On Powerpc/next
head /proc/schedstat
--------------------
version 15
timestamp 4295046242
cpu0 0 0 0 0 0 0 10978610020 2658997390 13068
domain0 00000000,00000000,00000000,00000000,00000011 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00001111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 91111111,11111111,11111111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu4 0 0 0 0 0 0 5408663896 95701034 7697
domain0 00000000,00000000,00000000,00000000,00000011 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00001111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 91111111,11111111,11111111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

On Powerpc/next + Coregroup Support v5 patchset
head /proc/schedstat
--------------------
version 15
timestamp 4296314905
cpu0 0 0 0 0 0 0 3355392013536 3781975150576 298723
domain0 00000000,00000000,00000000,00000000,00000011 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00001111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 91111111,11111111,11111111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu4 0 0 0 0 0 0 3351637920996 4427329763050 256776
domain0 00000000,00000000,00000000,00000000,00000011 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00001111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 91111111,11111111,11111111,11111111,11111111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0


Similar verification was done on Power 8 (8 Node 256 CPU LPAR) and Power 9 (2
node 128 Cpu LPAR) and they showed the topology before and after the patch to be
identical. If Interested, I could provide the same.

On Power 9 (with device-tree enablement to show coregroups).
(hunks for mimicing a coregroup was posted at
https://lore.kernel.org/linuxppc-dev/20200714043624.5648-1-srikar@linux.vnet.ibm.com/t/#m2cb09bb11c7a93257d6123d1d27edb8212f8af21)
-----------------------------------------------------------
$ tail /proc/cpuinfo
processor : 127
cpu : POWER9 (architected), altivec supported
clock : 3000.000000MHz
revision : 2.2 (pvr 004e 0202)

timebase : 512000000
platform : pSeries
model : IBM,9008-22L
machine : CHRP IBM,9008-22L
MMU : Hash

Before patchset
--------------
$ cat /proc/sys/kernel/sched_domain/cpu0/domain*/name
SMT
CACHE
DIE
NUMA

$ head /proc/schedstat
version 15
timestamp 4318242208
cpu0 0 0 0 0 0 0 28077107004 4773387362 78205
domain0 00000000,00000000,00000000,00000055 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 00000000,00000000,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain3 ffffffff,ffffffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu1 0 0 0 0 0 0 24177439200 413887604 75393
domain0 00000000,00000000,00000000,000000aa 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

After patchset
--------------
$ cat /proc/sys/kernel/sched_domain/cpu0/domain*/name
SMT
CACHE
MC
DIE
NUMA

$ head /proc/schedstat
version 15
timestamp 4318242208
cpu0 0 0 0 0 0 0 28077107004 4773387362 78205
domain0 00000000,00000000,00000000,00000055 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain1 00000000,00000000,00000000,000000ff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain2 00000000,00000000,00000000,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain3 00000000,00000000,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
domain4 ffffffff,ffffffff,ffffffff,ffffffff 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
cpu1 0 0 0 0 0 0 24177439200 413887604 75393
domain0 00000000,00000000,00000000,000000aa 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

Cc: linuxppc-dev <linuxppc-dev@lists.ozlabs.org>
Cc: LKML <linux-kernel@vger.kernel.org>
Cc: Michael Ellerman <michaele@au1.ibm.com>
Cc: Ingo Molnar <mingo@kernel.org>
Cc: Peter Zijlstra <peterz@infradead.org>
Cc: Valentin Schneider <valentin.schneider@arm.com>
Cc: Nick Piggin <npiggin@au1.ibm.com>
Cc: Oliver OHalloran <oliveroh@au1.ibm.com>
Cc: Nathan Lynch <nathanl@linux.ibm.com>
Cc: Michael Neuling <mikey@linux.ibm.com>
Cc: Anton Blanchard <anton@au1.ibm.com>
Cc: Gautham R Shenoy <ego@linux.vnet.ibm.com>
Cc: Vaidyanathan Srinivasan <svaidy@linux.ibm.com>
Cc: Jordan Niethe <jniethe5@gmail.com>

Srikar Dronamraju (10):
powerpc/smp: Fix a warning under !NEED_MULTIPLE_NODES
powerpc/smp: Merge Power9 topology with Power topology
powerpc/smp: Move powerpc_topology above
powerpc/smp: Move topology fixups into a new function
powerpc/smp: Dont assume l2-cache to be superset of sibling
powerpc/smp: Optimize start_secondary
powerpc/numa: Detect support for coregroup
powerpc/smp: Allocate cpumask only after searching thread group
powerpc/smp: Create coregroup domain
powerpc/smp: Implement cpu_to_coregroup_id

arch/powerpc/include/asm/smp.h | 1 +
arch/powerpc/include/asm/topology.h | 10 ++
arch/powerpc/kernel/smp.c | 235 +++++++++++++++++-----------
arch/powerpc/mm/numa.c | 59 +++++--
4 files changed, 198 insertions(+), 107 deletions(-)

--
2.18.2

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