RE: Data and Model Parallelism in MLPC

2016-01-04 Thread Ulanov, Alexander
Subject: Re: Data and Model Parallelism in MLPC Hi, I went through the code for implementation of MLPC and couldn't understand why stacking/unstacking of the input data has been done. The description says " Block size for stacking input data in matrices to speed up the computation

Re: Data and Model Parallelism in MLPC

2015-12-30 Thread Disha Shrivastava
arallelism would be to represent the network as the >> graph and use GraphX to write forward and back propagation. However, this >> option does not seem very practical to me. >> >> >> >> Best regards, Alexander >> >> >> >> *From:* Disha Shri

Re: Data and Model Parallelism in MLPC

2015-12-29 Thread Disha Shrivastava
option does not seem very practical to me. > > > > Best regards, Alexander > > > > *From:* Disha Shrivastava [mailto:dishu@gmail.com] > *Sent:* Tuesday, December 08, 2015 11:19 AM > *To:* Ulanov, Alexander > *Cc:* dev@spark.apache.org > *Subject:* Re: Data and Model Pa

RE: Data and Model Parallelism in MLPC

2015-12-08 Thread Ulanov, Alexander
forward and back propagation. However, this option does not seem very practical to me. Best regards, Alexander From: Disha Shrivastava [mailto:dishu@gmail.com] Sent: Tuesday, December 08, 2015 11:19 AM To: Ulanov, Alexander Cc: dev@spark.apache.org Subject: Re: Data and Model Parallelism in MLPC

Re: Data and Model Parallelism in MLPC

2015-12-08 Thread Disha Shrivastava
Hi Alexander, Thanks for your response. Can you suggest ways to incorporate Model Parallelism in MPLC? I am trying to do the same in Spark. I got hold of your post http://apache-spark-developers-list.1001551.n3.nabble.com/Model-parallelism-with-RDD-td13141.html where you have divided the weight ma

RE: Data and Model Parallelism in MLPC

2015-12-08 Thread Ulanov, Alexander
Hi Disha, Multilayer perceptron classifier in Spark implements data parallelism. Best regards, Alexander From: Disha Shrivastava [mailto:dishu@gmail.com] Sent: Tuesday, December 08, 2015 12:43 AM To: dev@spark.apache.org; Ulanov, Alexander Subject: Data and Model Parallelism in MLPC Hi, I w