Re: Decaying performance of SystemML

2017-07-17 Thread arijit chakraborty
where I might make mistake then it would be of great help. Thank you again for all your help! Regards, Arijit From: Matthias Boehm Sent: Monday, July 17, 2017 2:09:47 AM To: dev@systemml.apache.org Subject: Re: Decaying performance of SystemML thanks for sh

Re: Decaying performance of SystemML

2017-07-16 Thread Matthias Boehm
467. > Total JVM GC time: 8.237 sec. > Heavy hitter instructions (name, time, count): > -- 1) %% 33.235 sec 10030 > -- 2) rmvar 27.762 sec 250750035 > -- 3) == 26.179 sec 100300017 > -- 4) + 15.555 sec 5015 &

Re: Decaying performance of SystemML

2017-07-16 Thread arijit chakraborty
sec 50150018 -- 6) sp_seq 0.675 sec 1 -- 7) sp_rshape 0.070 sec 1 -- 8) sp_chkpoint 0.017 sec 3 -- 9) seq 0.014 sec 3 -- 10) rshape 0.003 sec 3 Thank you! Arijit ____ From: arijit chakraborty Sent: Wednesda

Re: Decaying performance of SystemML

2017-07-11 Thread arijit chakraborty
@systemml.apache.org Subject: Re: Decaying performance of SystemML without any specifics of scripts or datasets, it's unfortunately, hard if not impossible to help you here. However, note that the memory configuration seems wrong. Why would you configure the driver and executors with 2TB if you

Re: Decaying performance of SystemML

2017-07-11 Thread Matthias Boehm
without any specifics of scripts or datasets, it's unfortunately, hard if not impossible to help you here. However, note that the memory configuration seems wrong. Why would you configure the driver and executors with 2TB if you only have 256GB per node. Maybe you observe an issue of swapping.

Decaying performance of SystemML

2017-07-11 Thread arijit chakraborty
Hi, I'm creating a process using systemML. But after certain period of time, the performance decreases. 1) This warning message: WARN TaskSetManager: Stage 25254 contains a task of very large size (3954 KB). The maximum recommended task size is 100 KB. 2) For Spark, we are implementing this