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github.com/FedML-AI/FedML

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
https://github.com/FedML-AI/FedML

[CoreEngine] add the monitor process to upload the inference logs.

61cfeaa5bfe5c6a3b08b8ec55fe3753a0bd0e0a6 authored about 1 year ago
Merge pull request #1759 from FedML-AI/raphael/async_inf

[Deploy] Support Master Node Async Inference

d5ded85c969456b43acad13ea84784c5ebf53892 authored about 1 year ago
[Deploy] Support Master Node Async Inference

ce8a0bd2e1ffe5fb79a6f8be371e2e4bde174d57 authored about 1 year ago
Update setup.py

76d82b294a5e554cb39cebb41de5662bd3057557 authored about 1 year ago
Update __init__.py

62802a78c95b97686c43f42ddbfd52d200dbf526 authored about 1 year ago
Merge pull request #1758 from FedML-AI/test/v0.7.0

Test/v0.7.0

7437bf9e5881760a7c8a6262abf9b855f07d0914 authored about 1 year ago
Merge branch 'master' into test/v0.7.0

d9f4dce4cb4793e14b9311db9aae06a33ea7ef38 authored about 1 year ago
Merge pull request #1757 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

2b9951cddf80812ddf953a9a6d7b256d71a47bfd authored about 1 year ago
Merge pull request #1756 from FedML-AI/alexleung/dev_branch

[CoreEngine] refresh the run metrics and logs to cache when detecting…

2a819041cf984ad8e71eceb89b776fbeb1611728 authored about 1 year ago
[CoreEngine] refresh the run metrics and logs to cache when detecting edge status on aggregation.

526be34210343b790ecd5863f751403af0a6c6e0 authored about 1 year ago
Merge pull request #1755 from FedML-AI/merge-swap-12

Dev/v0.7.0

e8c3a393ef87df5406e328e85bebc791145bed8b authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-12

72f2754846c1a76e1bd0b4444d85757e357a6c13 authored about 1 year ago
Merge pull request #1754 from FedML-AI/alexleung/dev_branch

[CoreEngine] 1. Make the aggregation for run status, metrics and logs…

0976b05ba03a8417acf3badbfc95fff3afabc012 authored about 1 year ago
[CoreEngine] 1. Make the aggregation for run status, metrics and logs more reliable.

2. fixed the issue that the endpoint name is not same between the starting deployment stage and r...

3f06e992b9a9d54996b09102db9408a991b15f12 authored about 1 year ago
Updated the ReadMe file with additional instructions for the Nexus UI deployment.

901a66b06e72584a21e015c15c3f9d2d0cb586d2 authored about 1 year ago
Adding instructions for deployment through Nexus UI.

30f8a61345a83bfdb178f48d7bfec22be250a954 authored about 1 year ago
Updating ReadMe file and changing predict function's return item to list.

e7c7739cc51dfede5ef8f40d03430084e89b5b2b authored about 1 year ago
Update __init__.py

a445112685e063b0732535d4b4c7f7723305750f authored about 1 year ago
Update setup.py

888765ce0e4a17c710bd67d0361546096750db04 authored about 1 year ago
Merge pull request #1752 from FedML-AI/test/v0.7.0

Test/v0.7.0

be68af7ad734e1a7003af7e65f0023261dff1f79 authored about 1 year ago
Merge pull request #1751 from FedML-AI/merge-swap-11

Dev/v0.7.0

c408555bfa0660c49209bfff26918ecfff1e58f3 authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-11

c187b46eafc0db5f829b8ae9b0c8122105b67348 authored about 1 year ago
Merge pull request #1750 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

1447dcfed28bc7a05fc74b9d12962a6f3f105fc2 authored about 1 year ago
[CoreEngine] remove the docker installation to avoid the running docker to be reseted.

d726f30e81aa60b82e789d807419b86e2b2c18ba authored about 1 year ago
Merge pull request #1749 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

56a02bcb55b0b2981d4b1222a680d1f5dd5fd134 authored about 1 year ago
Merge pull request #1748 from FedML-AI/merge-swap-10

Dev/v0.7.0

eaefbc1ba1b721b36213d7c2dcbcbbbf4ee063e9 authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-10

1fa8728c9698dd2e67612a86d7d818a5c42e2eeb authored about 1 year ago
Merge pull request #1747 from FedML-AI/alexleung/dev_branch

[CoreEngine] replace print with logging.info to make the logging more…

4f8e72add5b8229c073e447d6efa5e729007691b authored about 1 year ago
[CoreEngine] replace print with logging.info to make the logging more elegant.

3c1f62f68b17bb734d919642b1f975ee91d9acd6 authored about 1 year ago
Merge pull request #1746 from FedML-AI/merge-swap-9

Dev/v0.7.0

67da907bbf167392cfd514192df3d3da1d03f460 authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-9

ebef5991fef2c4e76fcfab970376ea2302634d79 authored about 1 year ago
Merge pull request #1745 from FedML-AI/alexleung/dev_branch

[CoreEngine] make the federated learning work with the FHE module

a24606e842baaff26d9ca3fa25e5006b35860ec2 authored about 1 year ago
[CoreEngine] make the federated learning work with the FHE module

b626896b04e351e6722fe9e9af47ad9e18b4afbb authored about 1 year ago
Merge pull request #1744 from FedML-AI/merge-swap-8

Dev/v0.7.0

b31c7afd351faaf9867ad3aa60a2f570003f496f authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-8

adac34b42fd85536aba9cd6ac4f81567b2c60254 authored about 1 year ago
Merge pull request #1743 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

46152caf9e9e5dd545fc8bb21cf408122bb992af authored about 1 year ago
[CoreEngine] make the federated learning work with the FHE module

25187543aba193b1a0ca1c0fe19c1863770cc394 authored about 1 year ago
[CoreEngine] make the federated learning work with the FHE module

608fda3664e1bc510551a30c89065d489f803af7 authored about 1 year ago
Merge pull request #1742 from FedML-AI/dev/v0.7.0

Merge pull request #1741 from FedML-AI/alexleung/dev_branch

d7fe5bab48a752bb0ab4a060ebec781183c8afc9 authored about 1 year ago
Merge pull request #1737 from FedML-AI/merge-swap-7

Dev/v0.7.0

388a8fd3032a99bab658cfa638e4b9278d87f340 authored about 1 year ago
Merge branch 'test/v0.7.0' into merge-swap-7

8e41f05d388f7887636c36eb315893aebdaecb41 authored about 1 year ago
Merge pull request #1741 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

df252cfa5dd86beb29de4e9f75a51b7c438e5052 authored about 1 year ago
Merge branch 'dev/v0.7.0' into alexleung/dev_branch

45a601c3d898b75abc236368323136f6e687c10e authored about 1 year ago
[CoreEngine] update the http inference protocol.

0f86fcccaf4d9f8ec7df2c26d062f25cf12aa082 authored about 1 year ago
[CoreEngine] make the stop action work instead of reporting a termination error.

10d964b1db7204e55150c330cde4481233573a17 authored about 1 year ago
[CoreEngine] 1. add the error response for inference APIs.

2. refactor the cloud agent and cloud server to make it more robust.

686c9ba9c0e05ccbffc3fb5bdebbe3846f339f9e authored about 1 year ago
Merge pull request #1740 from weizhaoj2020/fedml-he

Adding FedML-HE. Current version supports full encryption.

89e30f050be893b07ca9c5d371074597e62a3dd1 authored about 1 year ago
Merge branch 'dev/v0.7.0' into fedml-he

0695a2c3f9848a5c72658ec2592bf1d5c839d568 authored about 1 year ago
Rebase FedML-HE code

b5ca0cca11cd7c53fac16ad39a005142d72fb326 authored about 1 year ago
[CoreEngine] use 'import mpi4py' to make the MPI not blocked.

a3a40000e74d18be2b29bbaff3d66eb9f3cd70bf authored about 1 year ago
[CoreEngine] use 'import mpi4py' to make the MPI not blocked.

28fdbb380eb4b73a456fde4f87d242eaf30209cb authored about 1 year ago
[CoreEngine] not set the server agent status when starting runs.

0059e25f872a788587cb9fbb33eba053a12e264e authored about 1 year ago
Merge pull request #1738 from FedML-AI/alexleung/dev_branch

[DevOps] update devops files.

64400ffb9eec3f5249033211733e20d5901236df authored about 1 year ago
[DevOps] update devops files.

699b8facc2ab6e89b18ebadd4e1c08485ad2f223 authored about 1 year ago
Update setup.py

836dbb824309467a288f3ecfcd72dded93eef4b6 authored about 1 year ago
Update setup.py

2aadd900f3c20d7b2534dcabf234f7c25e6fa310 authored about 1 year ago
Update __init__.py

f796ac1f42f6fa34dd2e8098c85e9401770d4d6b authored about 1 year ago
Update client_login.py

02e43690e2fca42b37978c8199c65efd257f079a authored about 1 year ago
Merge branch 'test/v0.7.0' into dev/v0.7.0

195212c53faa22db77932ff6acde7a908bce7699 authored about 1 year ago
Merge pull request #1736 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

82d914be4bb6c081f3d3693a01af9e6da71e977f authored about 1 year ago
[DevOps] update devops files.

40d4e492206f5e73579c82912338f37b63743e46 authored about 1 year ago
[DevOps] update devops files.

dd22175f341b8292afecb157a76acc6d621ecc4d authored about 1 year ago
Merge pull request #1735 from FedML-AI/raphael/debug_deploy

[Deploy] Fix bugs that user use customized image

74b436aeb247fe3becadc41af41bfca785698cd9 authored about 1 year ago
[Deploy] Change the default container establish timeout to 15 min.

94f68298a2284ac6081be41c2100e743b46c2f70 authored about 1 year ago
[Deploy] Fix Customized Image

0136252a63a73b56fd8b4c9cc8b53c4bf6f90d35 authored about 1 year ago
Update setup.py

972571c98a02a037f616b1fd0da217c3a36e07ce authored about 1 year ago
Update __init__.py

100df098e44685088a5ec6a06834a6d418254683 authored about 1 year ago
Update client_login.py

5621c11b8041fd96c8c213d6c365f163902fcc29 authored about 1 year ago
Update __init__.py

6c40f326453ae1591d732c41db68a4a5f1112de0 authored about 1 year ago
Merge pull request #1734 from FedML-AI/test/v0.7.0

Test/v0.7.0

aa1c415d62894e00137239b8627fcd0f0db2927f authored about 1 year ago
Merge branch 'master' into test/v0.7.0

91584075913a8d1021c535f32321dc5dbce2078d authored about 1 year ago
Merge pull request #1733 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

25f2b73aab5ebc7a7c3efe117e217b75e8ea6697 authored about 1 year ago
Merge pull request #1732 from FedML-AI/alexleung/dev_branch

[CoreEngine] user http/http-proxy/mqtt to check endpoint status in th…

f4c2f0f674bb8f7a0151eb14dfa18b0b69f1fbd3 authored about 1 year ago
[CoreEngine] user http/http-proxy/mqtt to check endpoint status in the monitor process.

7bc1390e0a79970ac527e0d5a73c2e5a9ba823b3 authored about 1 year ago
Merge pull request #1731 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

c26228dbcfd8c8d9cc331ccf7169697b2ef54307 authored about 1 year ago
Merge pull request #1730 from FedML-AI/alexleung/dev_branch

[CoreEngine] clear the gpu ids for endpoints.

7bc7a2e59067b7f8408899394504552ef6afa563 authored about 1 year ago
[CoreEngine] clear the gpu ids for endpoints.

5afadadca3fb55074a11b8d5b5fd9cca80c98373 authored about 1 year ago
Merge pull request #1729 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

c7d386f6dcdc85d4bc9647206151c966e77f16e5 authored about 1 year ago
Merge pull request #1728 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

7c69d6fd194180625547dc99a24d9be0d000660f authored about 1 year ago
[CoreEngine] make the inference with http/http-proxy/mqtt work.

8e1f30f5bd4295fba8dab42b60f00f2c55f733b4 authored about 1 year ago
[CoreEngine] release gpu ids when runs and endpoints are not running.

c979c189f3a198fbc70f124e6a27041f5efe234f authored about 1 year ago
[CoreEngine] release gpu ids when runs and endpoints are not running.

595435172187e8ea48540e2514d4f00f5d5fb37b authored about 1 year ago
Merge pull request #1727 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

45147232a5c4fd67a56fed635ed543dc24a2a810 authored about 1 year ago
Merge pull request #1726 from FedML-AI/alexleung/dev_branch

[CoreEngine] change the timeout for run.

3fc8c0956d2d603e7a706d27d80db0025c9d3c63 authored about 1 year ago
[CoreEngine] change the timeout for run.

72fc8f2572ce987db7dcc6859dbee3dd14b5e651 authored about 1 year ago
Merge pull request #1725 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

822a3c76324eb127a16978e1ffe05d021f6674c1 authored about 1 year ago
Merge branch 'test/v0.7.0' into dev/v0.7.0

f9b3c6352642be2b44d240697d7ccf16fba176e3 authored about 1 year ago
Merge pull request #1724 from FedML-AI/alexleung/dev_branch

[CoreEngine] change the timeout for endpoint.

2b65ab4a14228101d64e063bf027392d92250b1c authored about 1 year ago
[CoreEngine] change the timeout for endpoint.

7d571af05bf9baadfdf38163341a069416c3aab1 authored about 1 year ago
Update __init__.py

d186238aa7ddc697b8ee8772a0b21007cabe959d authored about 1 year ago
Update setup.py

1ae1c7bc3e0d0df2986fa1cc95e858396c880852 authored about 1 year ago
Merge pull request #1723 from FedML-AI/dev/v0.7.0

Dev/v0.7.0

f9e8c8fbe112903b517678b32af180f39e2cc2b4 authored about 1 year ago
Merge pull request #1722 from FedML-AI/alexleung/dev_branch

Alexleung/dev branch

fdcb2ae6d4881c7d70535bad6e1d0fa80db5d738 authored about 1 year ago
[DevOps] update devops files.

b0fac58208b5355332ef8c316ef723223b4e7137 authored about 1 year ago
[Deploy] bugfix streaming response header

f10856f553cae5e9a5dbb54f579103ee1e97b75d authored about 1 year ago
[Deploy] hotfix streaming format

70dbc16b6b3e010b9d7ea826fd30730bd814bddc authored about 1 year ago
[example] cleanup

a9bec488d89912ac717415a9444eb749ffcb4d07 authored about 1 year ago
[CoreEngine] optimize the policy for monitoring runs and edges.

9c76e40dec6be22770068f25a2b26b7d774c9cec authored about 1 year ago
[CoreEngine] optimize the policy for monitoring runs and edges.

658285d5b308300481f099adfa4a90ba222ab838 authored about 1 year ago
[CoreEngine] make the monitor for endpoint more efficient.

e3a8b87d40e51074999a740078f473048c217813 authored about 1 year ago