Anton Dmitriev created IGNITE-12023:
---
Summary: [ML] Add spatial indices support into KNN algorithm
Key: IGNITE-12023
URL: https://issues.apache.org/jira/browse/IGNITE-12023
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-11871?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11871:
Description:
TensorFlow cluster manager requires NodeId to be resolved into IP address
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Anton Dmitriev updated IGNITE-11871:
Ignite Flags: (was: Docs Required)
> [ML] IP resolver in TensorFlow cluster manager
Anton Dmitriev created IGNITE-11871:
---
Summary: [ML] IP resolver in TensorFlow cluster manager doesn't
work properly
Key: IGNITE-11871
URL: https://issues.apache.org/jira/browse/IGNITE-11871
Anton Dmitriev created IGNITE-11870:
---
Summary: [ML] Changes required to support ML Python API
Key: IGNITE-11870
URL: https://issues.apache.org/jira/browse/IGNITE-11870
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11655:
Description:
OneHotEncoder returns more columns than expected (two values that might be
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Anton Dmitriev updated IGNITE-11655:
Description:
OneHotEncoder returns more columns than expected (two values that might be
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Anton Dmitriev updated IGNITE-11655:
Description:
OneHotEncoder returns more columns than expected (two values that might be
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https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11655:
Description:
OneHotEncoder returns more columns than expected (two values that might be
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https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11655:
Description:
OneHotEncoder returns more columns than expected (two values that might be
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https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11655:
Ignite Flags: (was: Docs Required)
> ML: OneHotEncoder returns more columns than
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https://issues.apache.org/jira/browse/IGNITE-11655?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11655:
Affects Version/s: 2.7
> ML: OneHotEncoder returns more columns than expected
>
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Anton Dmitriev updated IGNITE-11655:
Component/s: ml
> ML: OneHotEncoder returns more columns than expected
>
Anton Dmitriev created IGNITE-11655:
---
Summary: ML: OneHotEncoder returns more columns than expected
Key: IGNITE-11655
URL: https://issues.apache.org/jira/browse/IGNITE-11655
Project: Ignite
Anton Dmitriev created IGNITE-11654:
---
Summary: ML: Memory leak in KNNClassificationModel
Key: IGNITE-11654
URL: https://issues.apache.org/jira/browse/IGNITE-11654
Project: Ignite
Issue
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https://issues.apache.org/jira/browse/IGNITE-11561?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11561:
Affects Version/s: (was: 2.7)
> [ML] IgniteDistributedModel for XGBoost doesn't work
Anton Dmitriev created IGNITE-11405:
---
Summary: [ML] Fix typo in Javadoc of DelegatingNamedVector
Key: IGNITE-11405
URL: https://issues.apache.org/jira/browse/IGNITE-11405
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-11343?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11343:
Ignite Flags: (was: Docs Required)
> [ML] Create a stub of Python API module
>
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Anton Dmitriev updated IGNITE-11343:
Description:
We need to create a stub of Ignite ML Python API module that:
1. Able to
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https://issues.apache.org/jira/browse/IGNITE-11342?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11342:
Affects Version/s: 2.8
> [ML] Umbrella: Create a Python API for Ignite ML
>
Anton Dmitriev created IGNITE-11343:
---
Summary: [ML] Create a stub of Python API module
Key: IGNITE-11343
URL: https://issues.apache.org/jira/browse/IGNITE-11343
Project: Ignite
Issue Type:
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https://issues.apache.org/jira/browse/IGNITE-11342?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11342:
Fix Version/s: 2.8
> [ML] Umbrella: Create a Python API for Ignite ML
>
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Anton Dmitriev updated IGNITE-11342:
Summary: [ML] Umbrella: Create a Python API for Ignite ML (was: [ML]
Create a Python
Anton Dmitriev created IGNITE-11342:
---
Summary: [ML] Create a Python API for Ignite ML
Key: IGNITE-11342
URL: https://issues.apache.org/jira/browse/IGNITE-11342
Project: Ignite
Issue Type:
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https://issues.apache.org/jira/browse/IGNITE-11216?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16766046#comment-16766046
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Anton Dmitriev commented on IGNITE-11216:
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Hi folks,
I suddenly faced the same problem in
Anton Dmitriev created IGNITE-11163:
---
Summary: [ML] Add hart beat tracker to DistributedInfModel
Key: IGNITE-11163
URL: https://issues.apache.org/jira/browse/IGNITE-11163
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-11137?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11137:
Summary: [ML] IgniteModelStorage improvements for IgniteModel and SQL
functionality
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Anton Dmitriev updated IGNITE-11137:
Description:
Currently we have integration between machine learning and SQL implemented
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https://issues.apache.org/jira/browse/IGNITE-11138?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11138:
Description:
Currently we have two example of using Machine Learning together with SQL
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Anton Dmitriev updated IGNITE-11138:
Description:
We want to have an implementation for model predict for SQL queries.
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https://issues.apache.org/jira/browse/IGNITE-11071?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-11071:
Description:
So far we've been training machine learning models only on key-value Ignite
Anton Dmitriev created IGNITE-11072:
---
Summary: [ML] Prepare an example of model inference in SQL
Key: IGNITE-11072
URL: https://issues.apache.org/jira/browse/IGNITE-11072
Project: Ignite
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Anton Dmitriev updated IGNITE-11071:
Description:
So far we've been training machine learning models only on key-value Ignite
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Anton Dmitriev updated IGNITE-11072:
Description:
Machine learning model lifecycle assumes training followed by inference.
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Anton Dmitriev updated IGNITE-11072:
Description:
Machine learning model lifecycle assumes training followed by inference.
Anton Dmitriev created IGNITE-11071:
---
Summary: [ML] Prepare an example of machine learning on top of SQL
table
Key: IGNITE-11071
URL: https://issues.apache.org/jira/browse/IGNITE-11071
Project:
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https://issues.apache.org/jira/browse/IGNITE-10996?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16748843#comment-16748843
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Anton Dmitriev commented on IGNITE-10996:
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PR has been approved and merged into tensorflow/io
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Anton Dmitriev commented on IGNITE-10996:
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Please, have a look at the following PR in
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Anton Dmitriev updated IGNITE-10996:
Description:
Currently
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Anton Dmitriev updated IGNITE-10996:
Description:
Currently
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https://issues.apache.org/jira/browse/IGNITE-10996?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10996:
Fix Version/s: 2.8
> [ML] Add additional host and port into IgniteDataset to retrieve
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Anton Dmitriev updated IGNITE-10996:
Affects Version/s: 2.8
> [ML] Add additional host and port into IgniteDataset to
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Anton Dmitriev updated IGNITE-10996:
Ignite Flags: (was: Docs Required)
> [ML] Add additional host and port into
Anton Dmitriev created IGNITE-10996:
---
Summary: [ML] Add additional host and port into IgniteDataset to
retrieve schema
Key: IGNITE-10996
URL: https://issues.apache.org/jira/browse/IGNITE-10996
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https://issues.apache.org/jira/browse/IGNITE-10849?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10849:
Priority: Minor (was: Major)
> [ML] Prepare a benchmark to compare Ignite ML and Spark
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Anton Dmitriev updated IGNITE-10849:
Description: In IGNITE-10810 we have added functionality that allows to
import Spark
Anton Dmitriev created IGNITE-10849:
---
Summary: [ML] Prepare a benchmark to compare Ignite ML and Spark
MLeap inference performance
Key: IGNITE-10849
URL: https://issues.apache.org/jira/browse/IGNITE-10849
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https://issues.apache.org/jira/browse/IGNITE-10834?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10834:
Description: Currently some imported models (from XGBoost and MLeap) uses
HashMap as an
Anton Dmitriev created IGNITE-10834:
---
Summary: [ML] Add NamedVectors to replace HashMap in Model
Key: IGNITE-10834
URL: https://issues.apache.org/jira/browse/IGNITE-10834
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10810?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16728718#comment-16728718
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Anton Dmitriev commented on IGNITE-10810:
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The purpose is to load the whole pipeline (or
Anton Dmitriev created IGNITE-10810:
---
Summary: [ML] Import models from MLeap
Key: IGNITE-10810
URL: https://issues.apache.org/jira/browse/IGNITE-10810
Project: Ignite
Issue Type:
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https://issues.apache.org/jira/browse/IGNITE-10746?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16726801#comment-16726801
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Anton Dmitriev commented on IGNITE-10746:
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The fix was merged.
> [ML] Participate in
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https://issues.apache.org/jira/browse/IGNITE-10746?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16726618#comment-16726618
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Anton Dmitriev commented on IGNITE-10746:
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The fix was merged.
> [ML] Participate in
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Anton Dmitriev commented on IGNITE-10746:
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Found a flaky test. The fix was prepared and on
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Anton Dmitriev commented on IGNITE-10746:
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It's been found out that after the movement Ignite
Anton Dmitriev created IGNITE-10747:
---
Summary: [ML] Add NaN (missing) value support into Decision Tree
training
Key: IGNITE-10747
URL: https://issues.apache.org/jira/browse/IGNITE-10747
Project:
Anton Dmitriev created IGNITE-10746:
---
Summary: ML: Participate in TensorFlow 2.0 preparation
Key: IGNITE-10746
URL: https://issues.apache.org/jira/browse/IGNITE-10746
Project: Ignite
Issue
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https://issues.apache.org/jira/browse/IGNITE-10718?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10718:
Ignite Flags: (was: Docs Required)
> [ML] Merge XGBoost and Ignite ML trees together
>
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Anton Dmitriev updated IGNITE-10718:
Summary: [ML] Merge XGBoost and Ignite ML trees together (was: [ML] Merge
XGBoost and
Anton Dmitriev created IGNITE-10718:
---
Summary: [ML] Merge XGBoost and Ignite ML Trees together
Key: IGNITE-10718
URL: https://issues.apache.org/jira/browse/IGNITE-10718
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10289?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10289:
Affects Version/s: 2.8
> [ML] Import models from XGBoost
>
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Anton Dmitriev updated IGNITE-10289:
Ignite Flags: (was: Docs Required)
> [ML] Import models from XGBoost
>
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https://issues.apache.org/jira/browse/IGNITE-10449?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10449:
Ignite Flags: (was: Docs Required)
> ML: Fix inspection issues
>
Anton Dmitriev created IGNITE-10449:
---
Summary: ML: Fix inspection issues
Key: IGNITE-10449
URL: https://issues.apache.org/jira/browse/IGNITE-10449
Project: Ignite
Issue Type: Improvement
Anton Dmitriev created IGNITE-10429:
---
Summary: ML: TensorFlowLocalInferenceExample fails on Windows
Key: IGNITE-10429
URL: https://issues.apache.org/jira/browse/IGNITE-10429
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10429?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10429:
Ignite Flags: (was: Docs Required)
> ML: TensorFlowLocalInferenceExample fails on
Anton Dmitriev created IGNITE-10370:
---
Summary: ML: TensorFlowLocalInferenceExample fails on Windows
Key: IGNITE-10370
URL: https://issues.apache.org/jira/browse/IGNITE-10370
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10370?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10370:
Description:
Example fails on Windows with the following trace:
2018-11-21
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Anton Dmitriev updated IGNITE-10370:
Description:
Example fails on Windows with the following trace:
{{2018-11-21
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Anton Dmitriev reassigned IGNITE-10287:
---
Assignee: Anton Dmitriev
> [ML] Model storage
> --
>
>
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https://issues.apache.org/jira/browse/IGNITE-10250?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10250:
Ignite Flags: (was: Docs Required)
> Ignite Queue hangs after several read/write
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https://issues.apache.org/jira/browse/IGNITE-10297?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16689467#comment-16689467
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Anton Dmitriev commented on IGNITE-10297:
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Could we also consider in this task an ability to
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https://issues.apache.org/jira/browse/IGNITE-10296?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10296:
Fix Version/s: 2.8
> Change API of UpstreamTransformer to make it accept
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Anton Dmitriev updated IGNITE-10296:
Ignite Flags: (was: Docs Required)
> Change API of UpstreamTransformer to make it
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Anton Dmitriev updated IGNITE-10296:
Affects Version/s: 2.8
> Change API of UpstreamTransformer to make it accept
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https://issues.apache.org/jira/browse/IGNITE-10297?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10297:
Ignite Flags: (was: Docs Required)
> Investigate possibility of restricting API of
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https://issues.apache.org/jira/browse/IGNITE-10297?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10297:
Affects Version/s: 2.8
> Investigate possibility of restricting API of Upstream
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https://issues.apache.org/jira/browse/IGNITE-10297?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10297:
Fix Version/s: 2.8
> Investigate possibility of restricting API of Upstream transformer
Anton Dmitriev created IGNITE-10292:
---
Summary: ML: Replace IGFS by model storage for TensorFlow
Key: IGNITE-10292
URL: https://issues.apache.org/jira/browse/IGNITE-10292
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10250?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10250:
Description:
Ignite Queue hangs after several read/write operations. Code to reproduce:
Anton Dmitriev created IGNITE-10250:
---
Summary: Ignite Queue hangs after several read/write operations
Key: IGNITE-10250
URL: https://issues.apache.org/jira/browse/IGNITE-10250
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10234:
Description:
To support model inference in Apache Ignite for our models as well as for
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Anton Dmitriev updated IGNITE-10234:
Description:
To support model inference in Apache Ignite for our models as well as for
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https://issues.apache.org/jira/browse/IGNITE-10234?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10234:
Description:
To support model inference in Apache Ignite for our models as well as for
Anton Dmitriev created IGNITE-10234:
---
Summary: ML: Create a skeleton for model inference in Apache Ignite
Key: IGNITE-10234
URL: https://issues.apache.org/jira/browse/IGNITE-10234
Project: Ignite
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https://issues.apache.org/jira/browse/IGNITE-10202?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16684988#comment-16684988
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Anton Dmitriev edited comment on IGNITE-10202 at 11/13/18 10:27 AM:
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Anton Dmitriev edited comment on IGNITE-10202 at 11/13/18 10:26 AM:
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Anton Dmitriev resolved IGNITE-10202.
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Resolution: Resolved
The following repository has been prepared:
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Anton Dmitriev updated IGNITE-10202:
Description:
TensorFlow models are represented internally as computation graphs that are
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https://issues.apache.org/jira/browse/IGNITE-10221?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10221:
Ignite Flags: (was: Docs Required)
> ML: Fix all issues in "Add ability to start
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Anton Dmitriev resolved IGNITE-10221.
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Resolution: Fixed
All requested fixed were made, request is approved and about to be
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Anton Dmitriev updated IGNITE-10221:
Description: We've added ability to start TensorFlow server in Java API,
but there are
Anton Dmitriev created IGNITE-10221:
---
Summary: ML: Fix all issues in "Add ability to start TensorFlow
server from Java API" PR
Key: IGNITE-10221
URL: https://issues.apache.org/jira/browse/IGNITE-10221
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https://issues.apache.org/jira/browse/IGNITE-10220?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev resolved IGNITE-10220.
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Resolution: Fixed
IGFS and Ignite modules were merged into one and the pull request
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https://issues.apache.org/jira/browse/IGNITE-10220?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Anton Dmitriev updated IGNITE-10220:
Ignite Flags: (was: Docs Required)
> ML: Merge TensorFlow IGFS and Ignite modules into
Anton Dmitriev created IGNITE-10220:
---
Summary: ML: Merge TensorFlow IGFS and Ignite modules into one
module
Key: IGNITE-10220
URL: https://issues.apache.org/jira/browse/IGNITE-10220
Project: Ignite
Anton Dmitriev created IGNITE-10202:
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Summary: ML: Create a POC of TensorFlow model inference in Java
Key: IGNITE-10202
URL: https://issues.apache.org/jira/browse/IGNITE-10202
Project: Ignite
Anton Dmitriev created IGNITE-10201:
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Summary: ML: TensorFlow model inference on Apache Ignite
Key: IGNITE-10201
URL: https://issues.apache.org/jira/browse/IGNITE-10201
Project: Ignite
Anton Dmitriev created IGNITE-10149:
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Summary: ML: Make ignite-tf.sh utility executable by default
Key: IGNITE-10149
URL: https://issues.apache.org/jira/browse/IGNITE-10149
Project: Ignite
Anton Dmitriev created IGNITE-10133:
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Summary: ML: Switch to per-node TensorFlow worker strategy
Key: IGNITE-10133
URL: https://issues.apache.org/jira/browse/IGNITE-10133
Project: Ignite
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