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Issues list

Move training and evaluation related functions from module functions to member functions
#1006 opened Aug 8, 2019 by chunyang-wen updated Sep 2, 2019
2
@chunyang-wen
4
Support better index reading from multi RecordIO files
#387 opened May 21, 2019 by zou000 updated Sep 4, 2019
@ywskycn
Rewrite the master in Go after separating the parameter server from the master enhancement New feature or request
#816 opened Jun 29, 2019 by wangkuiyi updated Sep 4, 2019
@ywskycn
More coverage in integration test
#1203 opened Sep 18, 2019 by skydoorkai updated Sep 18, 2019
Versioning story for ElasticDL
#1121 opened Sep 4, 2019 by ywskycn updated Sep 18, 2019
@ywskycn
4
Implement fail over for Master POD
#1227 opened Sep 23, 2019 by brightcoder01 updated Sep 23, 2019
None of the checkpoints saved from training process is evaluated. parameter server
#1234 opened Sep 24, 2019 by brightcoder01 updated Sep 27, 2019
1
some refactor work of parameter server
#1197 opened Sep 17, 2019 by QiJune updated Oct 14, 2019
13 tasks
Run different unit tests according to the changed files enhancement New feature or request
#1336 opened Oct 23, 2019 by mhaoli updated Oct 23, 2019
1
How to do optimzation in pserver parameter server
#1242 opened Sep 26, 2019 by QiJune updated Oct 23, 2019
@wangkuiyi @ywskycn
@chunyang-wen @mhaoli @skydoorkai @workingloong @brightcoder01
6
Worker should stop task and report failed to master if a mini-batch of the task failed. bug Something isn't working
#1241 opened Sep 26, 2019 by workingloong updated Oct 28, 2019
@chunyang-wen
6
[Serving] Save keras model with huge embedding layers. serving
#1447 opened Nov 12, 2019 by workingloong updated Nov 12, 2019
@workingloong
Master handles the errMsg that worker reports
#1398 opened Oct 31, 2019 by chunyang-wen updated Nov 14, 2019
@chunyang-wen
Capture all task exception
#1491 opened Nov 21, 2019 by chunyang-wen updated Nov 21, 2019
Worker no need to start when ps or master pod is completed.
#1504 opened Nov 22, 2019 by skydoorkai updated Nov 22, 2019
Remove the limitation that the dataset_fn should be defined in the same file with model def.
#1566 opened Dec 15, 2019 by brightcoder01 updated Dec 15, 2019
1
Memory leaks when using tf.keras.metrics update_states in the master grpc server. bug Something isn't working TF_BUG
#1568 opened Dec 16, 2019 by workingloong updated Dec 16, 2019
Memory leak using tf.py_function in customized embedding layers with eager execution bug Something isn't working TF_BUG
#1567 opened Dec 16, 2019 by workingloong updated Dec 16, 2019
Any plan to support gang scheduling?
#1626 opened Jan 10, 2020 by xiaogaozi updated Jan 13, 2020
3
ElasticDL embedding_column supports SequenceFeatures.
#1632 opened Jan 14, 2020 by brightcoder01 updated Jan 14, 2020
@brightcoder01
Export the model to SavedModel which can't fit into a single worker pod. serving
#1407 opened Nov 4, 2019 by brightcoder01 updated Jan 14, 2020
@brightcoder01
Make sure the initializers setting are exactly the same between embedding_column and embedding table in parameter server.
#1633 opened Jan 14, 2020 by brightcoder01 updated Jan 14, 2020
@brightcoder01
Exceptions from k8s_client happen frequently in the master pod.
#1634 opened Jan 14, 2020 by brightcoder01 updated Jan 14, 2020
Combine the auto-generated transform code and the model definition from model zoo into the complete submitter code for ElasticDL. data transform discussion
#1665 opened Jan 19, 2020 by brightcoder01 updated Jan 30, 2020
Decouple model definition in model zoo from input features and transform logic. data transform discussion
#1662 opened Jan 19, 2020 by brightcoder01 updated Jan 31, 2020
1
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