Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add niid-Bench baseline #2428

Merged
merged 83 commits into from
Nov 7, 2023
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
83 commits
Select commit Hold shift + click to select a range
44545f5
scaffold main algorithm outline: Model, Client, Server, and Strategy
aashishkolluri Aug 5, 2023
d7263b4
added code to load emnist dataset
aashishkolluri Aug 5, 2023
75ed688
base config file
aashishkolluri Aug 5, 2023
6978187
added the evaluate function for the server
aashishkolluri Aug 5, 2023
f028220
added main.py
aashishkolluri Aug 5, 2023
0a75083
fixed bugs in the algrithm
aashishkolluri Aug 7, 2023
cb08ec3
fixed dataset splitting
aashishkolluri Sep 12, 2023
f71ace5
fedavg
aashishkolluri Sep 12, 2023
f7f2225
skeleton code to reproduce experiments from the paper https://arxiv.o…
Sep 21, 2023
3ccf2c1
config changes
Sep 23, 2023
e179f02
fixed iid_noniid
aashishkolluri Sep 24, 2023
3b358d6
minor fix fedavg
aashishkolluri Sep 24, 2023
c814b51
added fedprox, fednova
aashishkolluri Sep 25, 2023
e3a4569
added MNIST and FMNIST
aashishkolluri Sep 25, 2023
1f5a9c8
minor fix
aashishkolluri Sep 25, 2023
ef172df
minor fixes
aashishkolluri Sep 25, 2023
50bacf8
removing base configs
aashishkolluri Sep 26, 2023
ef6344b
added niid_bench
aashishkolluri Sep 26, 2023
e7e78b9
removed extended readme and base conf
aashishkolluri Sep 26, 2023
a18fc24
removing scaffold
aashishkolluri Sep 26, 2023
47e83fd
update readme
aashishkolluri Sep 26, 2023
7669e90
Update README.md
aashishkolluri Sep 26, 2023
48e9bb6
minor fix in config
aashishkolluri Sep 26, 2023
65c9850
Merge branch 'niid_bench_baseline' of https:/aashishkollu…
aashishkolluri Sep 26, 2023
d899319
Update README.md
aashishkolluri Sep 26, 2023
6e13e7f
minor fixes
aashishkolluri Sep 26, 2023
c9910f6
Merge branch 'niid_bench_baseline' of https:/aashishkollu…
aashishkolluri Sep 26, 2023
064f6af
In fednova, added support for SGD with momentum
aashishkolluri Sep 27, 2023
cc439e2
Update README.md
aashishkolluri Sep 27, 2023
7134717
script to run all configurations
aashishkolluri Sep 27, 2023
dbfc3a8
Update README.md
aashishkolluri Sep 27, 2023
22ddcd5
removed the necessity to specify mnist model
aashishkolluri Sep 27, 2023
d33aa22
minor fixes
aashishkolluri Sep 27, 2023
3fe7429
Update README.md
aashishkolluri Sep 27, 2023
5e96081
minor fixes
aashishkolluri Sep 27, 2023
16397f3
Update README.md
aashishkolluri Sep 27, 2023
5da3e37
Update baselines/niid_bench/README.md
aashishkolluri Sep 28, 2023
a3a43fe
Update README.md
aashishkolluri Sep 28, 2023
6dcfe3b
Update baselines/niid_bench/pyproject.toml
aashishkolluri Sep 28, 2023
eb9b3bf
Update baselines/niid_bench/pyproject.toml
aashishkolluri Sep 28, 2023
cfe53d9
Update baselines/niid_bench/pyproject.toml
aashishkolluri Sep 28, 2023
89d03fb
Update baselines/niid_bench/README.md
aashishkolluri Sep 28, 2023
8e8afe2
Update baselines/niid_bench/README.md
aashishkolluri Sep 28, 2023
eb78431
Update README.md
aashishkolluri Sep 28, 2023
d55a3ea
Update README.md with results for one seed
aashishkolluri Sep 28, 2023
91ba57f
removed emnist, white spaces, and unnecessary imports
aashishkolluri Sep 28, 2023
09d72eb
1. fixed configs as suggested, 2.support for a single main function
aashishkolluri Sep 29, 2023
c3c4bfc
run all experiments with single main file
aashishkolluri Oct 2, 2023
a4761e2
Update README.md
aashishkolluri Oct 2, 2023
0614869
Update README.md
aashishkolluri Oct 2, 2023
3e79a99
removing multiple main files and the corresponding run_all.sh
aashishkolluri Oct 2, 2023
1599d01
Merge branch 'niid_bench_baseline' of https:/aashishkollu…
aashishkolluri Oct 2, 2023
6dc7b73
Update baselines/niid_bench/README.md
aashishkolluri Oct 3, 2023
2bd9940
Update pyproject.toml
aashishkolluri Oct 3, 2023
d86024f
Update README.md with std (over 3 runs) in results
aashishkolluri Oct 4, 2023
6cf358e
Update README.md
aashishkolluri Oct 4, 2023
3bf6f88
Update baselines/niid_bench/pyproject.toml
aashishkolluri Oct 10, 2023
d7dd92b
added saving history to pickle file
aashishkolluri Oct 10, 2023
272cdd3
Merge branch 'niid_bench_baseline' of https:/aashishkollu…
aashishkolluri Oct 10, 2023
ca0f2fe
changes to formatting
aashishkolluri Oct 10, 2023
dd6db05
added types for mypy checks
aashishkolluri Oct 10, 2023
9baf938
fix for type issues in fednova, fedprox, and fedavg
aashishkolluri Oct 10, 2023
c90d6df
refactored scaffold to pass mypy type checking
aashishkolluri Oct 11, 2023
8866505
fixes for pylint
aashishkolluri Oct 23, 2023
6b5f981
Update baselines/niid_bench/README.md
aashishkolluri Oct 23, 2023
7899a88
Update baselines/niid_bench/README.md
aashishkolluri Oct 23, 2023
5e16cc3
Update baselines/niid_bench/README.md
aashishkolluri Oct 23, 2023
b614c7a
Update README.md
aashishkolluri Oct 23, 2023
2f351d0
Update README.md
aashishkolluri Oct 23, 2023
0b4b258
fixed a few linting issues
aashishkolluri Nov 6, 2023
f81706d
Merge branch 'niid_bench_baseline' of https:/aashishkollu…
aashishkolluri Nov 6, 2023
38ca0b8
changed randint to choice
aashishkolluri Nov 6, 2023
7574a74
added super init call to fednova
aashishkolluri Nov 6, 2023
8e3cd5f
fixing the last few pylint warnings
aashishkolluri Nov 6, 2023
951d958
Merge branch 'main' into niid_bench_baseline
jafermarq Nov 6, 2023
52263f7
minor changes; reflect in changelog
jafermarq Nov 6, 2023
b9ee9be
Merge branch 'main' into niid_bench_baseline
jafermarq Nov 6, 2023
7c694bb
minor changes to readme, revert
jafermarq Nov 6, 2023
67b4ff7
removed unnecessary `ignore:`; main.py tidyup
jafermarq Nov 6, 2023
ed70664
minor restructuring; expected dir structure OK
jafermarq Nov 6, 2023
8690897
Update README.md
aashishkolluri Nov 7, 2023
0d93d17
Merge branch 'main' into niid_bench_baseline
jafermarq Nov 7, 2023
e32591e
Merge branch 'main' into niid_bench_baseline
danieljanes Nov 7, 2023
File filter

Filter by extension

Filter by extension


Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
202 changes: 202 additions & 0 deletions baselines/niid_bench/LICENSE
Original file line number Diff line number Diff line change
@@ -0,0 +1,202 @@

Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/

TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION

1. Definitions.

"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.

"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.

"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.

"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.

"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.

"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.

"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).

"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.

"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."

"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.

2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.

3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.

4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:

(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and

(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and

(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and

(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.

You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.

5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.

6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.

7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.

8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.

9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.

END OF TERMS AND CONDITIONS

APPENDIX: How to apply the Apache License to your work.

To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
identification within third-party archives.

Copyright [yyyy] [name of copyright owner]

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Loading