[ 
https://issues.apache.org/jira/browse/KAFKA-8414?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

dan norwood updated KAFKA-8414:
-------------------------------
    Description: 
caveat: this only happens on AMD Epyc machines with >=48 cpus. i have below a 
bunch of machine info from various `*a.*` aws instance sizes i ran against. all 
tests were using `OpenJDK Runtime Environment (build 1.8.0_201-b09)` and 
`Amazon Linux 2 AMI 2.0.20190508 x86_64 HVM gp2`

 

 

i noticed what seems like a deadlock when running 
`org.apache.kafka.common.metrics.MetricsTest` on an aws instance with 96vCPUs 
(specifically a m5a.24xlarge). after some debugging it seems like the offending 
issue is 
[https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L776-L778]

 
{code:java}
public void run() {
  try {
    while (alive.get()) {
      op.run();
    }
  } catch (Throwable t) {
    log.error("Metric {} failed with exception", opName, t);
  }
}
{code}
since the `op.run()` methods are all synchronized we end up nonstop hammering 
it. after adding some logging i saw steadily increasing wait times for entry in 
to each synchronized block. so this is not *really* a deadlock or hang, but a 
progressive slowdown that makes the test unrunnable.

 

 

the offending op seems to be 
[https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L747]

 
{code:java}
Future<?> reportFuture = executorService.submit(new 
ConcurrentMetricOperation(alive, "report", () -> reporter.processMetrics()));
{code}
 

 

possible fix:

adding a `Thread.sleep(0, 1)` inside the runloop for 
`ConcurrentMetricOperation` seems to allow the test to pass. but i'm not sure 
that it wouldn't mask an issue that the test is meant to detect

 

 

 

 

Good:

t3a.large

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              2
On-line CPU(s) list: 0,1
Thread(s) per core:  2
Core(s) per socket:  1
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2200.116
BogoMIPS:            4400.23
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0,1
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
arat npt nrip_save{noformat}
 

 

t3a.2xlarge

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              8
On-line CPU(s) list: 0-7
Thread(s) per core:  2
Core(s) per socket:  4
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2199.916
BogoMIPS:            4399.83
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
arat npt nrip_save{noformat}
 

 

m5a.4xlarge
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              16
On-line CPU(s) list: 0-15
Thread(s) per core:  2
Core(s) per socket:  8
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2585.550
BogoMIPS:            4399.98
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-15
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 avx2 
smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}
 

 

bad:
 m5a.12xlarge
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              48
On-line CPU(s) list: 0-47
Thread(s) per core:  2
Core(s) per socket:  24
Socket(s):           1
NUMA node(s):        3
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2315.397
BogoMIPS:            4400.13
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7,24-31
NUMA node1 CPU(s):   8-15,32-39
NUMA node2 CPU(s):   16-23,40-47
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid amd_dcm 
aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe 
popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm 
sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 
avx2 smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}
 

m5a.24xlarge
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              96
On-line CPU(s) list: 0-95
Thread(s) per core:  2
Core(s) per socket:  24
Socket(s):           2
NUMA node(s):        6
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2421.512
BogoMIPS:            4399.19
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7,48-55
NUMA node1 CPU(s):   8-15,56-63
NUMA node2 CPU(s):   16-23,64-71
NUMA node3 CPU(s):   24-31,72-79
NUMA node4 CPU(s):   32-39,80-87
NUMA node5 CPU(s):   40-47,88-95
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid amd_dcm 
aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe 
popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm 
sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 
avx2 smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}

  was:
caveat: this only happens on AMD Epyc machines with >=48 cpus. i have below a 
bunch of machine info from various `*a.*` aws instance sizes i ran against. all 
tests were using `OpenJDK Runtime Environment (build 1.8.0_201-b09)` and 
`Amazon Linux 2 AMI 2.0.20190508 x86_64 HVM gp2`

 

 

i noticed what seems like a deadlock when running 
`org.apache.kafka.common.metrics.MetricsTest` on an aws instance with 96vCPUs 
(specifically a m5a.24xlarge). after some debugging it seems like the offending 
issue is 
[https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L776-L778]

 
{code:java}
public void run() {
  try {
    while (alive.get()) {
      op.run();
    }
  } catch (Throwable t) {
    log.error("Metric {} failed with exception", opName, t);
  }
}
{code}
since the `op.run()` methods are all synchronized we end up nonstop hammering 
it. after adding some logging i saw steadily increasing wait times for entry in 
to each synchronized block. so this is not *really* a deadlock or hang, but a 
progressive slowdown that makes the test unrunnable.

 

 

the offending op seems to be 
[https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L747]

 
{code:java}
Future<?> reportFuture = executorService.submit(new 
ConcurrentMetricOperation(alive, "report", () -> reporter.processMetrics()));
{code}
 

 

possible fix:

adding a `Thread.sleep(0, 1)` inside the runloop for 
`ConcurrentMetricOperation` seems to allow the test to pass. but i'm not sure 
that it wouldn't mask an issue that the test is meant to detect

 

 

 

 

Good:

t3a.large

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              2
On-line CPU(s) list: 0,1
Thread(s) per core:  2
Core(s) per socket:  1
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2200.116
BogoMIPS:            4400.23
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0,1
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
arat npt nrip_save{noformat}
 

 

t3a.2xlarge

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              8
On-line CPU(s) list: 0-7
Thread(s) per core:  2
Core(s) per socket:  4
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2199.916
BogoMIPS:            4399.83
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
arat npt nrip_save{noformat}
 

 

m5a.4xlarge

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              16
On-line CPU(s) list: 0-15
Thread(s) per core:  2
Core(s) per socket:  8
Socket(s):           1
NUMA node(s):        1
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2585.550
BogoMIPS:            4399.98
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-15
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid aperfmperf 
tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 avx2 
smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}
 

 

bad:
 m5a.4xlarge

 
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              48
On-line CPU(s) list: 0-47
Thread(s) per core:  2
Core(s) per socket:  24
Socket(s):           1
NUMA node(s):        3
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2315.397
BogoMIPS:            4400.13
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7,24-31
NUMA node1 CPU(s):   8-15,32-39
NUMA node2 CPU(s):   16-23,40-47
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid amd_dcm 
aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe 
popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm 
sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 
avx2 smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}




 

m5a.24xlarge
{noformat}
Architecture:        x86_64
CPU op-mode(s):      32-bit, 64-bit
Byte Order:          Little Endian
CPU(s):              96
On-line CPU(s) list: 0-95
Thread(s) per core:  2
Core(s) per socket:  24
Socket(s):           2
NUMA node(s):        6
Vendor ID:           AuthenticAMD
CPU family:          23
Model:               1
Model name:          AMD EPYC 7571
Stepping:            2
CPU MHz:             2421.512
BogoMIPS:            4399.19
Hypervisor vendor:   KVM
Virtualization type: full
L1d cache:           32K
L1i cache:           64K
L2 cache:            512K
L3 cache:            8192K
NUMA node0 CPU(s):   0-7,48-55
NUMA node1 CPU(s):   8-15,56-63
NUMA node2 CPU(s):   16-23,64-71
NUMA node3 CPU(s):   24-31,72-79
NUMA node4 CPU(s):   32-39,80-87
NUMA node5 CPU(s):   40-47,88-95
Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt pdpe1gb 
rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid amd_dcm 
aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe 
popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm 
sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase bmi1 
avx2 smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero 
xsaveerptr arat npt nrip_save{noformat}


> org.apache.kafka.common.metrics.MetricsTest.testConcurrentReadUpdateReport 
> hang 
> --------------------------------------------------------------------------------
>
>                 Key: KAFKA-8414
>                 URL: https://issues.apache.org/jira/browse/KAFKA-8414
>             Project: Kafka
>          Issue Type: Bug
>            Reporter: dan norwood
>            Priority: Major
>
> caveat: this only happens on AMD Epyc machines with >=48 cpus. i have below a 
> bunch of machine info from various `*a.*` aws instance sizes i ran against. 
> all tests were using `OpenJDK Runtime Environment (build 1.8.0_201-b09)` and 
> `Amazon Linux 2 AMI 2.0.20190508 x86_64 HVM gp2`
>  
>  
> i noticed what seems like a deadlock when running 
> `org.apache.kafka.common.metrics.MetricsTest` on an aws instance with 96vCPUs 
> (specifically a m5a.24xlarge). after some debugging it seems like the 
> offending issue is 
> [https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L776-L778]
>  
> {code:java}
> public void run() {
>   try {
>     while (alive.get()) {
>       op.run();
>     }
>   } catch (Throwable t) {
>     log.error("Metric {} failed with exception", opName, t);
>   }
> }
> {code}
> since the `op.run()` methods are all synchronized we end up nonstop hammering 
> it. after adding some logging i saw steadily increasing wait times for entry 
> in to each synchronized block. so this is not *really* a deadlock or hang, 
> but a progressive slowdown that makes the test unrunnable.
>  
>  
> the offending op seems to be 
> [https://github.com/apache/kafka/blob/trunk/clients/src/test/java/org/apache/kafka/common/metrics/MetricsTest.java#L747]
>  
> {code:java}
> Future<?> reportFuture = executorService.submit(new 
> ConcurrentMetricOperation(alive, "report", () -> reporter.processMetrics()));
> {code}
>  
>  
> possible fix:
> adding a `Thread.sleep(0, 1)` inside the runloop for 
> `ConcurrentMetricOperation` seems to allow the test to pass. but i'm not sure 
> that it wouldn't mask an issue that the test is meant to detect
>  
>  
>  
>  
> Good:
> t3a.large
>  
> {noformat}
> Architecture:        x86_64
> CPU op-mode(s):      32-bit, 64-bit
> Byte Order:          Little Endian
> CPU(s):              2
> On-line CPU(s) list: 0,1
> Thread(s) per core:  2
> Core(s) per socket:  1
> Socket(s):           1
> NUMA node(s):        1
> Vendor ID:           AuthenticAMD
> CPU family:          23
> Model:               1
> Model name:          AMD EPYC 7571
> Stepping:            2
> CPU MHz:             2200.116
> BogoMIPS:            4400.23
> Hypervisor vendor:   KVM
> Virtualization type: full
> L1d cache:           32K
> L1i cache:           64K
> L2 cache:            512K
> L3 cache:            8192K
> NUMA node0 CPU(s):   0,1
> Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
> cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt 
> pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
> tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
> xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
> misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
> rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
> arat npt nrip_save{noformat}
>  
>  
> t3a.2xlarge
>  
> {noformat}
> Architecture:        x86_64
> CPU op-mode(s):      32-bit, 64-bit
> Byte Order:          Little Endian
> CPU(s):              8
> On-line CPU(s) list: 0-7
> Thread(s) per core:  2
> Core(s) per socket:  4
> Socket(s):           1
> NUMA node(s):        1
> Vendor ID:           AuthenticAMD
> CPU family:          23
> Model:               1
> Model name:          AMD EPYC 7571
> Stepping:            2
> CPU MHz:             2199.916
> BogoMIPS:            4399.83
> Hypervisor vendor:   KVM
> Virtualization type: full
> L1d cache:           32K
> L1i cache:           64K
> L2 cache:            512K
> L3 cache:            8192K
> NUMA node0 CPU(s):   0-7
> Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
> cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt 
> pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
> tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe popcnt aes 
> xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm sse4a 
> misalignsse 3dnowprefetch topoext cpb vmmcall fsgsbase bmi1 avx2 smep bmi2 
> rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 clzero xsaveerptr 
> arat npt nrip_save{noformat}
>  
>  
> m5a.4xlarge
> {noformat}
> Architecture:        x86_64
> CPU op-mode(s):      32-bit, 64-bit
> Byte Order:          Little Endian
> CPU(s):              16
> On-line CPU(s) list: 0-15
> Thread(s) per core:  2
> Core(s) per socket:  8
> Socket(s):           1
> NUMA node(s):        1
> Vendor ID:           AuthenticAMD
> CPU family:          23
> Model:               1
> Model name:          AMD EPYC 7571
> Stepping:            2
> CPU MHz:             2585.550
> BogoMIPS:            4399.98
> Hypervisor vendor:   KVM
> Virtualization type: full
> L1d cache:           32K
> L1i cache:           64K
> L2 cache:            512K
> L3 cache:            8192K
> NUMA node0 CPU(s):   0-15
> Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
> cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt 
> pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
> aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 movbe 
> popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy cr8_legacy abm 
> sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb vmmcall fsgsbase 
> bmi1 avx2 smep bmi2 rdseed adx smap clflushopt sha_ni xsaveopt xsavec xgetbv1 
> clzero xsaveerptr arat npt nrip_save{noformat}
>  
>  
> bad:
>  m5a.12xlarge
> {noformat}
> Architecture:        x86_64
> CPU op-mode(s):      32-bit, 64-bit
> Byte Order:          Little Endian
> CPU(s):              48
> On-line CPU(s) list: 0-47
> Thread(s) per core:  2
> Core(s) per socket:  24
> Socket(s):           1
> NUMA node(s):        3
> Vendor ID:           AuthenticAMD
> CPU family:          23
> Model:               1
> Model name:          AMD EPYC 7571
> Stepping:            2
> CPU MHz:             2315.397
> BogoMIPS:            4400.13
> Hypervisor vendor:   KVM
> Virtualization type: full
> L1d cache:           32K
> L1i cache:           64K
> L2 cache:            512K
> L3 cache:            8192K
> NUMA node0 CPU(s):   0-7,24-31
> NUMA node1 CPU(s):   8-15,32-39
> NUMA node2 CPU(s):   16-23,40-47
> Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
> cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt 
> pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
> amd_dcm aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 
> movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy 
> cr8_legacy abm sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb 
> vmmcall fsgsbase bmi1 avx2 smep bmi2 rdseed adx smap clflushopt sha_ni 
> xsaveopt xsavec xgetbv1 clzero xsaveerptr arat npt nrip_save{noformat}
>  
> m5a.24xlarge
> {noformat}
> Architecture:        x86_64
> CPU op-mode(s):      32-bit, 64-bit
> Byte Order:          Little Endian
> CPU(s):              96
> On-line CPU(s) list: 0-95
> Thread(s) per core:  2
> Core(s) per socket:  24
> Socket(s):           2
> NUMA node(s):        6
> Vendor ID:           AuthenticAMD
> CPU family:          23
> Model:               1
> Model name:          AMD EPYC 7571
> Stepping:            2
> CPU MHz:             2421.512
> BogoMIPS:            4399.19
> Hypervisor vendor:   KVM
> Virtualization type: full
> L1d cache:           32K
> L1i cache:           64K
> L2 cache:            512K
> L3 cache:            8192K
> NUMA node0 CPU(s):   0-7,48-55
> NUMA node1 CPU(s):   8-15,56-63
> NUMA node2 CPU(s):   16-23,64-71
> NUMA node3 CPU(s):   24-31,72-79
> NUMA node4 CPU(s):   32-39,80-87
> NUMA node5 CPU(s):   40-47,88-95
> Flags:               fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca 
> cmov pat pse36 clflush mmx fxsr sse sse2 ht syscall nx mmxext fxsr_opt 
> pdpe1gb rdtscp lm constant_tsc rep_good nopl nonstop_tsc cpuid extd_apicid 
> amd_dcm aperfmperf tsc_known_freq pni pclmulqdq ssse3 fma cx16 sse4_1 sse4_2 
> movbe popcnt aes xsave avx f16c rdrand hypervisor lahf_lm cmp_legacy 
> cr8_legacy abm sse4a misalignsse 3dnowprefetch topoext perfctr_core cpb 
> vmmcall fsgsbase bmi1 avx2 smep bmi2 rdseed adx smap clflushopt sha_ni 
> xsaveopt xsavec xgetbv1 clzero xsaveerptr arat npt nrip_save{noformat}



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