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Posted to yarn-issues@hadoop.apache.org by "Jonathan Hung (JIRA)" <ji...@apache.org> on 2018/07/09 22:50:00 UTC

[jira] [Commented] (YARN-8200) Backport resource types/GPU features to branch-2

    [ https://issues.apache.org/jira/browse/YARN-8200?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16537738#comment-16537738 ] 

Jonathan Hung commented on YARN-8200:
-------------------------------------

Perf unit test:

2 resources:
{noformat}
20000 14652.015
40000 20876.826
60000 29455.08
80000 45045.047
100000 37735.848
120000 40816.33
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1000000 47846.89
1020000 47846.89
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1320000 47505.938
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1820000 48192.77
1840000 48309.18
1860000 48543.688
1880000 48661.8
1900000 48192.77
1920000 47846.89
1940000 42105.26
1960000 48899.754
1980000 47961.63
#ResourceTypes = 2. Avg of fastest 20: 49382.715
2018-06-26 17:12:59,756 ERROR [Thread[Thread-11,5,main]] delegation.AbstractDelegationTokenSecretManager (AbstractDelegationTokenSecretManager.java:run(696)) - ExpiredTokenRemover received java.lang.InterruptedException: sleep interrupted{noformat}
3 resources:
{noformat}
20000 10964.912
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100000 32733.225
120000 30487.805
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220000 31347.963
240000 37383.176
260000 34482.758
280000 39062.5
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320000 35842.293
340000 32154.342
360000 39447.73
380000 37878.79
400000 38240.918
420000 36101.082
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1000000 38022.812
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1280000 38684.72
1300000 38986.355
1320000 39525.69
1340000 40322.582
1360000 39292.73
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1400000 39525.69
1420000 39138.94
1440000 39370.08
1460000 39840.637
1480000 37037.035
1500000 38387.715
1520000 39525.69
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1600000 32362.459
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1840000 35650.625
1860000 38461.54
1880000 34662.047
1900000 31104.2
1920000 32573.29
1940000 36900.367
1960000 26702.27
1980000 30211.48
#ResourceTypes = 3. Avg of fastest 20: 39525.69
2018-06-26 17:16:14,530 ERROR [Thread[Thread-11,5,main]] delegation.AbstractDelegationTokenSecretManager (AbstractDelegationTokenSecretManager.java:run(696)) - ExpiredTokenRemover received java.lang.InterruptedException: sleep interrupted
{noformat}
4 resources:
{noformat}
20000 13166.557
40000 21299.254
60000 33222.59
80000 37174.723
100000 32786.887
120000 33955.855
140000 38095.24
160000 37243.95
180000 38167.938
200000 37807.184
220000 36900.367
240000 39370.08
260000 36563.07
280000 38240.918
300000 38759.69
320000 39370.08
340000 35523.98
360000 39370.08
380000 38610.04
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420000 39603.96
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1000000 40000.0
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1200000 36900.367
1220000 40000.0
1240000 40080.16
1260000 39215.688
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1300000 39682.54
1320000 38387.715
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1360000 38834.953
1380000 39447.73
1400000 39215.688
1420000 38910.504
1440000 39138.94
1460000 39761.43
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1500000 36297.64
1520000 38986.355
1540000 38314.176
1560000 39138.94
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1600000 38167.938
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1860000 38986.355
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1900000 39682.54
1920000 38610.04
1940000 39215.688
1960000 39447.73
1980000 38759.69
#ResourceTypes = 4. Avg of fastest 20: 39761.43
2018-06-26 17:19:41,570 ERROR [Thread[Thread-11,5,main]] delegation.AbstractDelegationTokenSecretManager (AbstractDelegationTokenSecretManager.java:run(696)) - ExpiredTokenRemover received java.lang.InterruptedException: sleep interrupted
{noformat}
5 resources:
{noformat}
20000 10531.858
40000 24390.244
60000 28409.092
80000 36166.367
100000 32414.91
120000 26809.652
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160000 36697.246
180000 37664.785
200000 32206.12
220000 37878.79
240000 37037.035
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280000 37243.95
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320000 35273.367
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1220000 36166.367
1240000 36697.246
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1300000 38387.715
1320000 37313.434
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1520000 37313.434
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1700000 34602.074
1720000 34782.61
1740000 33898.305
1760000 35149.387
1780000 34904.016
1800000 36697.246
1820000 36630.035
1840000 38461.54
1860000 37037.035
1880000 37593.984
1900000 38022.812
1920000 37453.184
1940000 37383.176
1960000 37950.664
1980000 36832.414
#ResourceTypes = 5. Avg of fastest 20: 38022.812
2018-06-26 17:22:05,855 ERROR [Thread[Thread-11,5,main]] delegation.AbstractDelegationTokenSecretManager (AbstractDelegationTokenSecretManager.java:run(696)) - ExpiredTokenRemover received java.lang.InterruptedException: sleep interrupted
{noformat}

Will work on the SLS tests.

> Backport resource types/GPU features to branch-2
> ------------------------------------------------
>
>                 Key: YARN-8200
>                 URL: https://issues.apache.org/jira/browse/YARN-8200
>             Project: Hadoop YARN
>          Issue Type: Task
>            Reporter: Jonathan Hung
>            Assignee: Jonathan Hung
>            Priority: Major
>
> Currently we have a need for GPU scheduling on our YARN clusters to support deep learning workloads. However, our main production clusters are running older versions of branch-2 (2.7 in our case). To prevent supporting too many very different hadoop versions across multiple clusters, we would like to backport the resource types/resource profiles feature to branch-2, as well as the GPU specific support.
>  
> We have done a trial backport of YARN-3926 and some miscellaneous patches in YARN-7069 based on issues we uncovered, and the backport was fairly smooth. We also did a trial backport of most of YARN-6223 (sans docker support).
>  
> Regarding the backports, perhaps we can do the development in a feature branch and then merge to branch-2 when ready.



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