Comments (13)
My dataset is libsvm style:
0 0:3 1:2 2:10 ...
1 0:1 1:1 2:3 ...
.....
Is it a bug or something wrong with my dataset?
Thanks!
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Following the instructions from google, I enlarge the memory, however still failed. @witgo
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ping @bhoppi
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I can't get useful info from your log. Can you dig your spark log for more detail? And please share your cmd parameters.
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spark-submit --master yarn-client --class com.github.cloudml.zen.examples.ml.LDADriver
--jars ml/target/zen-ml_2.10-0.3-SNAPSHOT.jar
--executor-memory 6G --driver-memory 6G --num-executors 200 --executor-cores 1
--conf spark.driver.maxResultSize=6G
--conf spark.driver.extraJavaOptions="-XX:MaxPermSize=256m -XX:+CMSClassUnloadingEnabled -XX:+PrintGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -XX:+PrintGCDateStamps -XX:+PrintHeapAtGC -XX:+PrintGCApplicationStoppedTime -XX:+PrintGCApplicationConcurrentTime -Xloggc:gc.log -XX:+HeapDumpOnOutOfMemoryError"
--conf spark.yarn.am.memory=2g
--conf spark.yarn.am.extraJavaOptions="-XX:MaxPermSize=256m -XX:+CMSClassUnloadingEnabled"
--conf spark.storage.memoryFraction=0.1
--conf spark.yarn.executor.memoryOverhead=6666
--conf spark.sql.shuffle.partitions=2000
--conf spark.executor.extraJavaOptions="-XX:MaxPermSize=256m -XX:+CMSClassUnloadingEnabled -XX:MaxDirectMemorySize=2048m -Xmn100m -XX:MaxTenuringThreshold=1 -XX:+UseConcMarkSweepGC -XX:+CMSParallelRemarkEnabled -XX:+UseCMSCompactAtFullCollection -XX:+UseCMSInitiatingOccupancyOnly -XX:CMSInitiatingOccupancyFraction=10 -XX:+UseCompressedOops -XX:+PrintGC -XX:+PrintGCDetails -XX:+PrintGCTimeStamps -XX:+PrintGCDateStamps -XX:+PrintGCApplicationStoppedTime -XX:+PrintHeapAtGC -XX:+PrintGCApplicationConcurrentTime -Xloggc:gc.log"
examples/target/zen-examples_2.10-0.3-SNAPSHOT.jar
-numTopics=1000
-alpha=0.1
-beta=0.01
-alphaAS=0.01
-totalIter=50
-numPartitions=20
-useKryo=true
-ignoredocid=true
/user/distml/ldatest/input4
/user/distml/ldatest/output2
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The log.txt is a little big, so a attched it in previous post. Tell me if you cannot see the file.
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Sorry I can't read the log file.
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Upload done... @bhoppi
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@ylqfp Can you upload the container log? I can't still get the point from the master log.
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Dear Bhoppi,
Sorry for the late response!
I use yarn logs -applicationID to get container log, however got nothing.
Could you please tell me where to find the container log?
Thanks!
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Related Issues (20)
- (FM/MVM, etc.): GraphX limitations
- (LDA): sparse initialization rather than uniformly random initialization HOT 2
- (GraphX): better partitioning strategies HOT 3
- (GraphX): better partitioning strategies HOT 1
- (Util) XORShiftRandom is not thread-safe HOT 1
- (LDA) Multi-thread GraphX implementation
- (LDA)How to set up scale related parameters? HOT 4
- mvn package fail HOT 4
- (FM/MVM, etc.) FM is controlled by zen.lda.numPartitions
- Add convergenceTol
- Tests failing
- (Graphx) Upstream necessary changes to graphx HOT 1
- (FM/MVM, etc.): ArrayIndexOutOfBoundsException when scaling HOT 6
- [FM] The training process of FM algorithm is so slow HOT 8
- 项目使用疑问 HOT 1
- (LDA) Could you please give more detail about tested dataset and configuration? HOT 4
- Documentation to /run/ examples? HOT 4
- (LambdaMART) File format to run example HOT 2
- Project's status
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