[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360906975
 
 
   CI broken can't build


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360906975
 
 
   CI broken can't build


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-364973585
 
 
   Got sucked into some other stuff, will get back to this in awhile


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360906975
 
 
   CI bnroken can't build


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360298273
 
 
   @hyandell Can you check out the Perl changes, in this commit, please? 
https://github.com/apache/incubator-mxnet/commit/48fecb36deffebb1e9435f842d3d58cb1ba6b2e1


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360640413
 
 
   Added aggregate stats
   ![screenshot from 2018-01-25 
15-55-15](https://user-images.githubusercontent.com/11234557/35418615-2c05d99e-01e8-11e8-8675-b3a7383c50b1.png)
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360640251
 
 
   Added aggregate stats and output:
   
   
   Profile Statistics.
Note that counter items are counter values and not time units.
   Device Storage
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   Memory: gpu/01132 1115334.87507307.2642  
   1147775.1250  570233.9375
   Memory: cpu/0  33 1172000.  892000.  
   2964000. 1036000.
   
   MXNET_C_API
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   MXNDArraySyncCopyFromCPU4 899.2560   2.0720  
   447.8010 224.8140
   MXNDArrayGetDType 518   1.3230   0.0010  
 0.0170   0.0026
   MXAutogradMarkVariables 6   1.6960   0.1150  
 0.4470   0.2827
   MXNDArrayGetStorageType 8   0.0760   0.0060  
 0.0160   0.0095
   MXInvokeCachedOpEx240   0.8480   0.0020  
 0.0140   0.0035
   MXAutogradBackwardEx  120 806.8430   4.7310  
34.6040   6.7237
   MXNet C API Call Count   7485   7.4850   0.0010  
 7.4850   3.7420
   MXAutogradSetIsTraining   250   0.5040   0.0010  
 0.0160   0.0020
   MXNDArrayCreateEx 254   5.9880   0.0140  
 0.5370   0.0236
   MXImperativeInvokeEx 1005 277.0570   0.1110  
 5.8090   0.2757
   MXNDArrayGetShape1375   4.3920   0.0010  
 0.0260   0.0032
   MXAutogradSetIsRecording  250   0.5830   0.0010  
 0.0190   0.0023
   MXSymbolCreateAtomicSymbol  24   1.4360   0.0290 
  0.1320   0.0598
   MXNet C API Concurrency Count   14969   0.0010   
0.   0.0010   0.0005
   MXNDArraySlice242   2.7200   0.0060  
 0.1010   0.0112
   MXNDArrayFree 733   4.8370   0.0010  
 0.7430   0.0066
   MXNDArraySyncCopyToCPU2434610.6108   0.5690  
  3066.0559  18.9737
   MXNDArrayGetContext   502   1.3600   0.0010  
 0.0180   0.0027
   MXSymbolInferShape  1   0.4760   0.4760  
 0.4760   0.4760
   MXNDArrayGetGradState 720   1.8250   0.0010  
 0.0160   0.0025
   MXSymbolSetAttr27   0.2330   0.0050  
 0.0330   0.0086
   MXNDArraySetGradState 720   2.3990   0.0020  
 0.0130   0.0033
   MXCreateCachedOpEx  2   8.2910   1.4850  
 6.8060   4.1455
   MXInvokeCachedOp  240 640.5820   1.5290  
20.0970   2.6691
   
   operator
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   sum 2   1.7350   0.8570  
 0.8780   0.8675
   ImperativeBulk1744202.4258   1.0290  
55.4100  24.1519
   gather_nd   41195.9850 209.3560  
   388.6370 298.9962
   SetValueOp2321243.8170   0.0920  
21.7190   5.3613
   _zeros 36  93.1100   0.0350  
25.0160   2.5864
   DeleteVariable   1908 272.0820   0.0020  
60.0490   0.1426
   ResourceParallelRandomSetSeed   2 434.1120 
217.0490 217.0630 217.0560
   stack   4 161.8350  34.1780  

[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360640251
 
 
   Added aggregate stats and output:
   
   
   Profile Statistics.
Note that counter items are counter values and not time units.
   Device Storage
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   Memory: gpu/01132 1115334.87507307.2642  
   1147775.1250  570233.9375
   Memory: cpu/0  33 1172000.  892000.  
   2964000. 1036000.
   
   MXNET_C_API
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   MXNDArraySyncCopyFromCPU4 899.2560   2.0720  
   447.8010 224.8140
   MXNDArrayGetDType 518   1.3230   0.0010  
 0.0170   0.0026
   MXAutogradMarkVariables 6   1.6960   0.1150  
 0.4470   0.2827
   MXNDArrayGetStorageType 8   0.0760   0.0060  
 0.0160   0.0095
   MXInvokeCachedOpEx240   0.8480   0.0020  
 0.0140   0.0035
   MXAutogradBackwardEx  120 806.8430   4.7310  
34.6040   6.7237
   MXNet C API Call Count   7485   7.4850   0.0010  
 7.4850   3.7420
   MXAutogradSetIsTraining   250   0.5040   0.0010  
 0.0160   0.0020
   MXNDArrayCreateEx 254   5.9880   0.0140  
 0.5370   0.0236
   MXImperativeInvokeEx 1005 277.0570   0.1110  
 5.8090   0.2757
   MXNDArrayGetShape1375   4.3920   0.0010  
 0.0260   0.0032
   MXAutogradSetIsRecording  250   0.5830   0.0010  
 0.0190   0.0023
   MXSymbolCreateAtomicSymbol  24   1.4360   0.0290 
  0.1320   0.0598
   MXNet C API Concurrency Count   14969   0.0010   
0.   0.0010   0.0005
   MXNDArraySlice242   2.7200   0.0060  
 0.1010   0.0112
   MXNDArrayFree 733   4.8370   0.0010  
 0.7430   0.0066
   MXNDArraySyncCopyToCPU2434610.6108   0.5690  
  3066.0559  18.9737
   MXNDArrayGetContext   502   1.3600   0.0010  
 0.0180   0.0027
   MXSymbolInferShape  1   0.4760   0.4760  
 0.4760   0.4760
   MXNDArrayGetGradState 720   1.8250   0.0010  
 0.0160   0.0025
   MXSymbolSetAttr27   0.2330   0.0050  
 0.0330   0.0086
   MXNDArraySetGradState 720   2.3990   0.0020  
 0.0130   0.0033
   MXCreateCachedOpEx  2   8.2910   1.4850  
 6.8060   4.1455
   MXInvokeCachedOp  240 640.5820   1.5290  
20.0970   2.6691
   
   operator
   =
   Name  Total CountTime (ms)Min Time (ms)  
  Max Time (ms)Avg Time (ms)
     -----  
  --
   sum 2   1.7350   0.8570  
 0.8780   0.8675
   ImperativeBulk1744202.4258   1.0290  
55.4100  24.1519
   gather_nd   41195.9850 209.3560  
   388.6370 298.9962
   SetValueOp2321243.8170   0.0920  
21.7190   5.3613
   _zeros 36  93.1100   0.0350  
25.0160   2.5864
   DeleteVariable   1908 272.0820   0.0020  
60.0490   0.1426
   ResourceParallelRandomSetSeed   2 434.1120 
217.0490 217.0630 217.0560
   stack   4 161.8350  34.1780  

[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360298273
 
 
   @hyandell Can you check out the Perl changes, in this commit, please? 
https://github.com/apache/incubator-mxnet/commit/48fecb36deffebb1e9435f842d3d58cb1ba6b2e1


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360231723
 
 
   @pengzhao-intel @TaoLv I openned up this issue to discuss:
   
   https://github.com/apache/incubator-mxnet/issues/9545
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360229323
 
 
   @pengzhao-intel I think it'll also be good to add a Counter for the MKL 
free/allocs to track MKL memory similar to how CPU and GPU op memory is tracked 
in storage_profiler.h


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-360229016
 
 
   @sergeykolychev Ping :)


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-359680452
 
 
   i think that will be good to make another PR. why do you think? where do
   you think you?d want to put it in the source tree? i?ll try it out tomorrow.
   
   On Mon, Jan 22, 2018 at 9:11 PM PatricZhao  wrote:
   
   > @TaoLv  it's a very useful tool.
   > @cjolivier01  do you think it's necessary
   > to PR this script into mxnet?
   > In the further, we will add the special profile analysis for CPU MKL-DNN
   > backend.
   > Sorry, this is not very related to the topic and we may create a new PR to
   > discuss :(
   >
   > ?
   > You are receiving this because you were mentioned.
   > Reply to this email directly, view it on GitHub
   > 
,
   > or mute the thread
   > 

   > .
   >
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-359062516
 
 
   @thirdwing Can you please review this R commit? 
https://github.com/apache/incubator-mxnet/pull/8972/commits/27ec64aeaf9d43286698dd9e074ff0b5475b43d4


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-359061152
 
 
   @sergeykolychev Can you please check Perl commit (I am almost certain it 
needs changes, but I am so awful at Perl): 
https://github.com/apache/incubator-mxnet/pull/8972/commits/48fecb36deffebb1e9435f842d3d58cb1ba6b2e1


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-358801223
 
 
   I am not aware of any.


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-354859010
 
 
   Haven't started those yet, fixed build problem when merging in latest (just 
got back from vacation)
 


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-354859010
 
 
   Haven't started those yet, fixed build problem when merging in latest


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-351253046
 
 
   @sergeykolychev Can you check Perl changes, please?


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-351253046
 
 
   @sergeykolychev Can you check Perl changes, please?
   
   
https://github.com/apache/incubator-mxnet/pull/8972/commits/0d0737d01f362be84841e8be7d8a7cd941fb0360


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-350523576
 
 
   In latest commits, all of the stuff in cpp unit test files edits due to 
conflicts rebasing from master. No functional changes.


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-350520637
 
 
   Ok, I thought of a way to simplify some of the API's


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-350503085
 
 
   I mean, it can get as compact as being a couple of calls that take
   enumerated and optional arguments and then internally all of the
   possibilities get dispatched. Is this preferred? So far I haven?t seen a
   convention of squeezing down APIs like this in mxnet but I have no problem
   doing it ? it?s not hard to do. I was going for API usability and
   readability here.
   
   On Sat, Dec 9, 2017 at 11:52 AM Chris Olivier  wrote:
   
   > I suppose crate start and stop can take an enumeration on type, but that
   > gets sort of cryptic.
   >
   > On Sat, Dec 9, 2017 at 10:50 AM Eric Junyuan Xie 
   > wrote:
   >
   >> This adds too many CAPIs is there a better approach?
   >>
   >> ?
   >> You are receiving this because you authored the thread.
   >> Reply to this email directly, view it on GitHub
   >> 
,
   >> or mute the thread
   >> 

   >> .
   >>
   >
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-350501238
 
 
   I suppose crate start and stop can take an enumeration on type, but that
   gets sort of cryptic.
   
   On Sat, Dec 9, 2017 at 10:50 AM Eric Junyuan Xie 
   wrote:
   
   > This adds too many CAPIs is there a better approach?
   >
   > ?
   > You are receiving this because you authored the thread.
   > Reply to this email directly, view it on GitHub
   > 
,
   > or mute the thread
   > 

   > .
   >
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349886727
 
 
   Yes it?s in my fork. The code required is still in PR on dmlc-core, so it?s
   not going to build no matter what until the dmlc-core PR is merged and I
   reset the dmlc-core commit in mxnet
   
   On Wed, Dec 6, 2017 at 11:20 PM Kellen Sunderland 
   wrote:
   
   > Just a quick note (Chris you probably already realize this, but others may
   > also be interested).
   > It looks like commit '0eb356a1a5de70c2180fd88d1ecb9f03d82d7e39' does not
   > yet exist in dmlc-core, which is causing the CI failures for this PR.
   >
   > ?
   > You are receiving this because you authored the thread.
   > Reply to this email directly, view it on GitHub
   > 
,
   > or mute the thread
   > 

   > .
   >
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349850858
 
 
   Also note that now that we use Intel's OpenMP, we get lots of interesting 
multi-threading info regarding OMP regions, overhead, etc.


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349850858
 
 
   Also note that now that we use Intel's OpenMP, we get lots of interesting 
multi-threading info regarding OMP regions, overhead, etc. in VTune


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349850579
 
 
   Another frame example. Frames can have an ID associated with them (ie frame 
number, batch number, whatever) as seen here
   
   
![](https://software.intel.com/sites/default/files/did_feeds_images/6E3B86B7-8072-4E6A-9E27-0CD21446ACB1/6E3B86B7-8072-4E6A-9E27-0CD21446ACB1-imageId=8A86F694-B21F-46DD-A017-D8AB741DAE02.gif)
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349850579
 
 
   Another frame example
   
   
![](https://software.intel.com/sites/default/files/did_feeds_images/6E3B86B7-8072-4E6A-9E27-0CD21446ACB1/6E3B86B7-8072-4E6A-9E27-0CD21446ACB1-imageId=8A86F694-B21F-46DD-A017-D8AB741DAE02.gif)
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349832788
 
 
   Here you see a frame rate at the bottom... Also not the "Grouping" drop-down 
at the top, which is different than my other screen shots.
   
   ![](http://software.intel.com/sites/default/files/blog/371781/openmp3.png)
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349832788
 
 
   Here you see a frame rate at the bottom...
   
   ![](http://software.intel.com/sites/default/files/blog/371781/openmp3.png)
   


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349832788
 
 
   Here you see a frame rate at the bottom...
   
https://www.google.com/url?sa=i=j==s=images==0ahUKEwjQ2Ly_4PbXAhVX4GMKHdAsAdIQjRwIBw=https%3A%2F%2Fsoftware.intel.com%2Fen-us%2Fblogs%2F2013%2F02%2F23%2Fperformance-data-for-openmp-specific-time-region-is-supported-in-vtune-amplifier-xe=AOvVaw3hc6WRpyN3TijrxPwqM6LO=1512696700250530


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[GitHub] cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune and chrome tracing objects, etc.

[GitBox]

cjolivier01 commented on issue #8972: Profiling enhancements, python API, vtune 
and chrome tracing objects, etc.
URL: https://github.com/apache/incubator-mxnet/pull/8972#issuecomment-349765021
 
 
   Dependency: https://github.com/dmlc/dmlc-core/pull/344


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