[jira] [Commented] (MXNET-456) Do tensorflow vs mxnet broadcast op comparison

2018-05-21 Thread Anirudh Subramanian (JIRA)

[ 
https://issues.apache.org/jira/browse/MXNET-456?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16483450#comment-16483450
 ] 

Anirudh Subramanian commented on MXNET-456:
---

Comparing addition of two tensors of shape (2^20, 1) and (1, 1) between tf and 
mx. tf is faster by 5x to 6x.

> Do tensorflow vs mxnet broadcast op comparison
> --
>
> Key: MXNET-456
> URL: https://issues.apache.org/jira/browse/MXNET-456
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Anirudh Subramanian
>Priority: Major
>




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[jira] [Updated] (MXNET-455) Use req as a template argument to improve perf.

2018-05-21 Thread Anirudh Subramanian (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-455?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Anirudh Subramanian updated MXNET-455:
--
Resolution: Fixed
Status: Done  (was: To Do)

Improved perf by 2%.

> Use req as a template argument to improve perf.
> ---
>
> Key: MXNET-455
> URL: https://issues.apache.org/jira/browse/MXNET-455
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Anirudh Subramanian
>Priority: Major
>
> Improved perf by 2%.



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[jira] [Created] (MXNET-457) Compare with previous implementations of broadcast operator in MXNet

2018-05-21 Thread Anirudh Subramanian (JIRA)
Anirudh Subramanian created MXNET-457:
-

 Summary: Compare with previous implementations of broadcast 
operator in MXNet
 Key: MXNET-457
 URL: https://issues.apache.org/jira/browse/MXNET-457
 Project: Apache MXNet
  Issue Type: Sub-task
Reporter: Anirudh Subramanian






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[jira] [Created] (MXNET-454) Retrieve CI Docker cache partially instead of full download

2018-05-21 Thread Marco de Abreu (JIRA)
Marco de Abreu created MXNET-454:


 Summary: Retrieve CI Docker cache partially instead of full 
download
 Key: MXNET-454
 URL: https://issues.apache.org/jira/browse/MXNET-454
 Project: Apache MXNet
  Issue Type: Improvement
Reporter: Marco de Abreu


At the moment, we download the entire full uncompressed cache of each 
Dockerfile from S3. Instead, we should allow partial downloads from Dockerhub.



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[jira] [Updated] (MXNET-451) Flaky test_operator_gpu.test_deconvolution

2018-05-21 Thread Hao Jin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-451?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Hao Jin updated MXNET-451:
--
Description: https://github.com/apache/incubator-mxnet/issues/10973

> Flaky test_operator_gpu.test_deconvolution
> --
>
> Key: MXNET-451
> URL: https://issues.apache.org/jira/browse/MXNET-451
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Hao Jin
>Priority: Major
>
> https://github.com/apache/incubator-mxnet/issues/10973



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[jira] [Created] (MXNET-452) Flaky test_tutorials.test_onnx_inference_on_onnx_model

2018-05-21 Thread Hao Jin (JIRA)
Hao Jin created MXNET-452:
-

 Summary: Flaky test_tutorials.test_onnx_inference_on_onnx_model
 Key: MXNET-452
 URL: https://issues.apache.org/jira/browse/MXNET-452
 Project: Apache MXNet
  Issue Type: Sub-task
Reporter: Hao Jin


https://github.com/apache/incubator-mxnet/issues/10947



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[jira] [Updated] (MXNET-450) Flaky test_operator_gpu.test_countsketch

2018-05-21 Thread Hao Jin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-450?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Hao Jin updated MXNET-450:
--
Description: https://github.com/apache/incubator-mxnet/issues/10988

> Flaky test_operator_gpu.test_countsketch
> 
>
> Key: MXNET-450
> URL: https://issues.apache.org/jira/browse/MXNET-450
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Hao Jin
>Priority: Major
>
> https://github.com/apache/incubator-mxnet/issues/10988



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[jira] [Created] (MXNET-451) Flaky test_operator_gpu.test_deconvolution

2018-05-21 Thread Hao Jin (JIRA)
Hao Jin created MXNET-451:
-

 Summary: Flaky test_operator_gpu.test_deconvolution
 Key: MXNET-451
 URL: https://issues.apache.org/jira/browse/MXNET-451
 Project: Apache MXNet
  Issue Type: Sub-task
Reporter: Hao Jin






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[jira] [Updated] (MXNET-449) Flaky Tests

2018-05-21 Thread Hao Jin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Hao Jin updated MXNET-449:
--
Issue Type: Task  (was: Bug)

> Flaky Tests
> ---
>
> Key: MXNET-449
> URL: https://issues.apache.org/jira/browse/MXNET-449
> Project: Apache MXNet
>  Issue Type: Task
>Reporter: Hao Jin
>Assignee: Hao Jin
>Priority: Major
>




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[jira] [Created] (MXNET-450) Flaky test_operator_gpu.test_countsketch

2018-05-21 Thread Hao Jin (JIRA)
Hao Jin created MXNET-450:
-

 Summary: Flaky test_operator_gpu.test_countsketch
 Key: MXNET-450
 URL: https://issues.apache.org/jira/browse/MXNET-450
 Project: Apache MXNet
  Issue Type: Sub-task
Reporter: Hao Jin






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[jira] [Updated] (MXNET-449) Flaky Tests

2018-05-21 Thread Hao Jin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Hao Jin updated MXNET-449:
--
Assignee: Hao Jin
  Status: In Progress  (was: To Do)

> Flaky Tests
> ---
>
> Key: MXNET-449
> URL: https://issues.apache.org/jira/browse/MXNET-449
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Hao Jin
>Assignee: Hao Jin
>Priority: Major
>




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[jira] [Assigned] (MXNET-447) Distributed sparse linear block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin reassigned MXNET-447:


Assignee: (was: Haibin Lin)

> Distributed sparse linear block
> ---
>
> Key: MXNET-447
> URL: https://issues.apache.org/jira/browse/MXNET-447
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Priority: Major
>   Original Estimate: 96h
>  Remaining Estimate: 96h
>




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[jira] [Updated] (MXNET-447) Distributed sparse linear block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-447:
-
Status: To Do  (was: In Progress)

> Distributed sparse linear block
> ---
>
> Key: MXNET-447
> URL: https://issues.apache.org/jira/browse/MXNET-447
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>   Original Estimate: 96h
>  Remaining Estimate: 96h
>




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[jira] [Updated] (MXNET-447) Distributed sparse linear block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-447:
-
Assignee: Haibin Lin
  Status: In Progress  (was: To Do)

> Distributed sparse linear block
> ---
>
> Key: MXNET-447
> URL: https://issues.apache.org/jira/browse/MXNET-447
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>   Original Estimate: 96h
>  Remaining Estimate: 96h
>




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[jira] [Updated] (MXNET-447) Distributed sparse linear block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-447:
-
Remaining Estimate: 48h  (was: 96h)
 Original Estimate: 48h  (was: 96h)

> Distributed sparse linear block
> ---
>
> Key: MXNET-447
> URL: https://issues.apache.org/jira/browse/MXNET-447
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Priority: Major
>   Original Estimate: 48h
>  Remaining Estimate: 48h
>




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[jira] [Updated] (MXNET-447) Distributed sparse linear block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-447?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-447:
-
Remaining Estimate: 96h
 Original Estimate: 96h

> Distributed sparse linear block
> ---
>
> Key: MXNET-447
> URL: https://issues.apache.org/jira/browse/MXNET-447
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Priority: Major
>   Original Estimate: 96h
>  Remaining Estimate: 96h
>




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[jira] [Created] (MXNET-446) Hybrid linear block with sparse grad

2018-05-21 Thread Haibin Lin (JIRA)
Haibin Lin created MXNET-446:


 Summary: Hybrid linear block with sparse grad 
 Key: MXNET-446
 URL: https://issues.apache.org/jira/browse/MXNET-446
 Project: Apache MXNet
  Issue Type: Sub-task
Reporter: Haibin Lin






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[jira] [Updated] (MXNET-440) Sparse trainer API

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-440:
-
Issue Type: Sub-task  (was: Bug)
Parent: MXNET-443

> Sparse trainer API
> --
>
> Key: MXNET-440
> URL: https://issues.apache.org/jira/browse/MXNET-440
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>
> In Gluon trainer, support handling rowsparse weight. 



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[jira] [Updated] (MXNET-374) [Sparse] sparse parameter API for Gluon

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-374?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-374:
-
Issue Type: Sub-task  (was: New Feature)
Parent: MXNET-443

> [Sparse] sparse parameter API for Gluon
> ---
>
> Key: MXNET-374
> URL: https://issues.apache.org/jira/browse/MXNET-374
> Project: Apache MXNet
>  Issue Type: Sub-task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>  Time Spent: 1h
>  Remaining Estimate: 0h
>




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[jira] [Updated] (MXNET-443) Sparse Gluon Support

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-443?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-443:
-
Sprint: Apache Sprint 4

> Sparse Gluon Support
> 
>
> Key: MXNET-443
> URL: https://issues.apache.org/jira/browse/MXNET-443
> Project: Apache MXNet
>  Issue Type: New Feature
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>




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[jira] [Assigned] (MXNET-442) Sparse sampled logits block for NCE/Importance Sampling

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-442?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin reassigned MXNET-442:


Assignee: Haibin Lin

> Sparse sampled logits block for NCE/Importance Sampling
> ---
>
> Key: MXNET-442
> URL: https://issues.apache.org/jira/browse/MXNET-442
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>




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[jira] [Created] (MXNET-442) Sparse sampled logits block for NCE/Importance Sampling

2018-05-21 Thread Haibin Lin (JIRA)
Haibin Lin created MXNET-442:


 Summary: Sparse sampled logits block for NCE/Importance Sampling
 Key: MXNET-442
 URL: https://issues.apache.org/jira/browse/MXNET-442
 Project: Apache MXNet
  Issue Type: Bug
Reporter: Haibin Lin






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[jira] [Updated] (MXNET-419) distributed sparse block interface

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-419?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-419:
-
Remaining Estimate: 48h
 Original Estimate: 48h

> distributed sparse block interface
> --
>
> Key: MXNET-419
> URL: https://issues.apache.org/jira/browse/MXNET-419
> Project: Apache MXNet
>  Issue Type: Task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>   Original Estimate: 48h
>  Remaining Estimate: 48h
>




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[jira] [Updated] (MXNET-441) Distributed sparse embedding block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-441?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-441:
-
Remaining Estimate: 24h
 Original Estimate: 24h

> Distributed sparse embedding block
> --
>
> Key: MXNET-441
> URL: https://issues.apache.org/jira/browse/MXNET-441
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>   Original Estimate: 24h
>  Remaining Estimate: 24h
>




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[jira] [Assigned] (MXNET-441) Distributed sparse embedding block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-441?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin reassigned MXNET-441:


Assignee: Haibin Lin

> Distributed sparse embedding block
> --
>
> Key: MXNET-441
> URL: https://issues.apache.org/jira/browse/MXNET-441
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>




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[jira] [Created] (MXNET-441) Distributed sparse embedding block

2018-05-21 Thread Haibin Lin (JIRA)
Haibin Lin created MXNET-441:


 Summary: Distributed sparse embedding block
 Key: MXNET-441
 URL: https://issues.apache.org/jira/browse/MXNET-441
 Project: Apache MXNet
  Issue Type: Bug
Reporter: Haibin Lin






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[jira] [Updated] (MXNET-441) Distributed sparse embedding block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-441?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-441:
-
Sprint: Apache Sprint 4

> Distributed sparse embedding block
> --
>
> Key: MXNET-441
> URL: https://issues.apache.org/jira/browse/MXNET-441
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Priority: Major
>




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[jira] [Updated] (MXNET-440) Sparse trainer API

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-440:
-
Status: In Review  (was: In Progress)

> Sparse trainer API
> --
>
> Key: MXNET-440
> URL: https://issues.apache.org/jira/browse/MXNET-440
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>
> In Gluon trainer, support handling rowsparse weight. 



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[jira] [Created] (MXNET-440) Sparse trainer API

2018-05-21 Thread Haibin Lin (JIRA)
Haibin Lin created MXNET-440:


 Summary: Sparse trainer API
 Key: MXNET-440
 URL: https://issues.apache.org/jira/browse/MXNET-440
 Project: Apache MXNet
  Issue Type: Bug
Reporter: Haibin Lin


In Gluon trainer, support handling rowsparse weight. 



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[jira] [Updated] (MXNET-440) Sparse trainer API

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-440:
-
Sprint: Apache Sprint 4

> Sparse trainer API
> --
>
> Key: MXNET-440
> URL: https://issues.apache.org/jira/browse/MXNET-440
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Priority: Major
>
> In Gluon trainer, support handling rowsparse weight. 



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[jira] [Updated] (MXNET-440) Sparse trainer API

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-440?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-440:
-
Assignee: Haibin Lin
  Status: In Progress  (was: To Do)

> Sparse trainer API
> --
>
> Key: MXNET-440
> URL: https://issues.apache.org/jira/browse/MXNET-440
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>
> In Gluon trainer, support handling rowsparse weight. 



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[jira] [Updated] (MXNET-374) [Sparse] sparse parameter API for Gluon

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-374?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-374:
-
Status: In Review  (was: In Progress)

> [Sparse] sparse parameter API for Gluon
> ---
>
> Key: MXNET-374
> URL: https://issues.apache.org/jira/browse/MXNET-374
> Project: Apache MXNet
>  Issue Type: New Feature
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>  Time Spent: 1h
>  Remaining Estimate: 0h
>




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[jira] [Commented] (MXNET-417) Investigate BatchNorm perf issue

2018-05-21 Thread Haibin Lin (JIRA)

[ 
https://issues.apache.org/jira/browse/MXNET-417?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16482697#comment-16482697
 ] 

Haibin Lin commented on MXNET-417:
--

Was due to different input layout. Wait for next version of CUDNN

 

> Investigate BatchNorm perf issue
> 
>
> Key: MXNET-417
> URL: https://issues.apache.org/jira/browse/MXNET-417
> Project: Apache MXNet
>  Issue Type: Task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>
> https://github.com/apache/incubator-mxnet/issues/10095



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[jira] [Updated] (MXNET-427) [BUG] Optimizer state pickle contains param_dict

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-427?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-427:
-
Status: Done  (was: In Progress)

> [BUG] Optimizer state pickle contains param_dict
> 
>
> Key: MXNET-427
> URL: https://issues.apache.org/jira/browse/MXNET-427
> Project: Apache MXNet
>  Issue Type: Bug
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>  Time Spent: 20m
>  Remaining Estimate: 0h
>
> When pickling an optimizer, the param_dict is also saved. This means when 
> loading the state, the optimizer will construct a param_dict from the 
> previous state, which does not refer to the actual parameter being trained 
> anymore. We need to remove this from state pickling. 



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[jira] [Updated] (MXNET-417) Investigate BatchNorm perf issue

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-417?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-417:
-
Status: Done  (was: In Progress)

> Investigate BatchNorm perf issue
> 
>
> Key: MXNET-417
> URL: https://issues.apache.org/jira/browse/MXNET-417
> Project: Apache MXNet
>  Issue Type: Task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>
> https://github.com/apache/incubator-mxnet/issues/10095



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[jira] [Updated] (MXNET-418) Hybrid sparse embedding block

2018-05-21 Thread Haibin Lin (JIRA)

 [ 
https://issues.apache.org/jira/browse/MXNET-418?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
 ]

Haibin Lin updated MXNET-418:
-
Resolution: Fixed
Status: Done  (was: To Do)

> Hybrid sparse embedding block
> -
>
> Key: MXNET-418
> URL: https://issues.apache.org/jira/browse/MXNET-418
> Project: Apache MXNet
>  Issue Type: Task
>Reporter: Haibin Lin
>Assignee: Haibin Lin
>Priority: Major
>




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