2160 parameters in each test.

Thanks,
Ali

From: brian avants <[email protected]<mailto:[email protected]>>
Date: Thursday, April 17, 2014 at 12:33 PM
To: Ali Ghayoor <[email protected]<mailto:[email protected]>>
Cc: Nicholas Tustison <[email protected]<mailto:[email protected]>>, 
"Johnson, Hans J" <[email protected]<mailto:[email protected]>>, ITK 
<[email protected]<mailto:[email protected]>>
Subject: Re: [ITK-dev] [ITK] Potential BSpline registration problems with ITKv4

how many parameters are being optimized in each case?


brian




On Thu, Apr 17, 2014 at 1:22 PM, Ghayoor, Ali 
<[email protected]<mailto:[email protected]>> wrote:
Hello all,

I did a double check on the command line parameters and the code changes in v3 
and v4 implementations. Basically same metric and optimizer is used for both 
implementations, and their parameters are set the same.
Metric —> MattesMutualInformationImageToImageMetric(v4)
Optimizer —> LBFGSBOptimizer(v4)

Also, in ITKv4 based implementation, one level registration (with shrink factor 
1 and smoothing sigma 0) is used that is the closest circumstance to what 
happens in ITKv3.
Only notice that two implementations use different BSpline transform types too.

In v3 implementation, a BSplineDeformableTransformType is used that is 
initialized by a BSplineDeformableTransformInitializer, and its bulk transform 
is initialized by the input initial transform.

However, v4 implementation utilizes a BSplineTransformType that its parameters 
(origin, physicalDomain, meshSize and direction) are set directly. Also, the 
input initial transform is set directly to the registration filter as the 
moving initial transform.

Moreover, I repeated my experiments on the 
“BRAINSFitTest_BSplineOnlyRescaleHeadMasks” test that does just one stage 
BSpline registration. (Previous test was performing two linear stages before 
the BSpline stage).

This test was passed successfully in ITKv3 in very short times:

ITKv3: release type -> passed in 13 seconds
ITKv3: debug type -> passed in 102 seconds

Also, it was passed successfully in ITKv4 when 4 cores were used and was failed 
by timeout when just 1 core was used:

ITKv4: release type -> passed in 17 minutes (when 4 cores are used)
ITKv4: release type -> failed by timeout (>30 mins) (when 1 core is used)


Thank you,
Ali



From: Nicholas Tustison <[email protected]<mailto:[email protected]>>
Date: Thursday, April 17, 2014 at 8:07 AM
To: "Johnson, Hans J" <[email protected]<mailto:[email protected]>>
Cc: Ali Ghayoor <[email protected]<mailto:[email protected]>>, ITK 
<[email protected]<mailto:[email protected]>>

Subject: Re: [ITK-dev] [ITK] Potential BSpline registration problems with ITKv4

Very interesting find, Ali.  Thanks.  Please keep us
informed of what you find.  It would be nice if a fix
could help us improve the general timing issues that
we’ve discussed previously with ITKv4.



On Apr 17, 2014, at 9:00 AM, Johnson, Hans J 
<[email protected]<mailto:[email protected]>> wrote:

There was not supposed to be.  The intention was to do the minimal number of 
changes to allow the same results to occur in ITKv4 instead of ITKv3.  No new 
features or changes were specified.

Ali did this work, so he will need to double check, but upon quick review it 
looks like a simple refactoring from one framework to the other.

Hans


From: Nick Tustison <[email protected]<mailto:[email protected]>>
Date: Thursday, April 17, 2014 at 7:54 AM
To: Hans Johnson <[email protected]<mailto:[email protected]>>
Cc: ITK <[email protected]<mailto:[email protected]>>
Subject: Re: [ITK-dev] [ITK] Potential BSpline registration problems with ITKv4

Hans,

Are there any implementation differences between the two testing
programs, e.g. different metric class versions?

Thanks,
Nick

On Apr 17, 2014, at 8:24 AM, Bradley Lowekamp 
<[email protected]<mailto:[email protected]>> wrote:

Hans,



I have see a single per-pixel dynamic memory/malloc cause a 10X performance 
penalty.  Also I have found apple Instruments easy for diagnosing this bottle 
neck. This is one possibility among many.

Good luck tracking down the issue.

Brad

On Apr 16, 2014, at 9:10 PM, Johnson, Hans J 
<[email protected]<mailto:[email protected]>> wrote:

FYI

Ali Ghayoor did the following experiments on 
"BRAINSFitTest_BSplineScaleRotationRescaleHeadMasks" test.

1) In one of my old build directories, I ran the 
"BRAINSFitTest_BSplineScaleRotationRescaleHeadMasks" test in BRIANSFitv3 (that 
uses ITKv3 registration framework). The test was passed successfully in both 
release and debug types, and it took:

22 second in release
88 second in debug

2) I built NAMICExternalProject on my system in release type and ran the above 
BSpline test in BRAINSTools. The test was passed successfully again, but the 
run time in ITKv4 is tremendously longer than the time that test takes in 
ITKv3. The test took:

18 minutes using 4 cores
22 minutes using 1 core (In this case the environmental variable "NSLOTS" is 
set to 1).

==================================
Basically trying to replicate in ITKv4 the same registration processes of ITKv3.

Hans


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hereby notified that any retention, dissemination, distribution, or copying of 
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