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Adding an example that shows MirroredStrategy #3
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guides/distributed_training.py
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| https://www.tensorflow.org/api_docs/python/tf/distribute/MirroredStrategy) | ||
| 4. [MultiWorkerMirroredStrategy docs]( | ||
| https://www.tensorflow.org/api_docs/python/tf/distribute/experimental/MultiWorkerMirroredStrategy) | ||
| 5. [Distributed training in `tf.keras`](https://towardsdatascience.com/distributed-training-in-tf-keras-with-w-b-ccf021f9322e) |
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Thank you for the PR. Please use the full title of the article here. The link text should differentiate this link from the others, and should answer: why should the reader click on it?
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Thanks for the suggestion, I updated it. The article shows the use of MirroredStrategy and also discusses about some important gotchas like learning rate tuning, data pipeline optimization. Should I change the title of the article to reflect on that?
Probable error in example "TemporalSoftmax" (#320)
* chore: adding probing-vits (#1) * chore: adding probing-vits * chore: review feedback Co-authored-by: ariG23498 <aritra.born2fly@gmail.com> * chore: applied black formatting with updated black. * chore: added a note on keras reimplementation. * chore: added a note on keras reimplementation. * Adding: QnA (#2) * chore: adding QnA for 3 sections As soon as the later sections of code are added we will be adding the 2 leftover QnA sections * feat: added visualization of projection and positional encoding. (#3) * chore: adding the final qna * chore: review feedback * chore: reivew feedback II * chore: typo Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Copyedits * chore: applied pr feedback. * Copyedits * chore: added generated files. * fix: tables. * chore: added generated files. Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: François Chollet <francois.chollet@gmail.com>
…pdates feat: docs - more css updates
Co-authored-by: Alex Abbott <alex.abbott@bynd.com> Co-authored-by: Maciej Manista <maciej.manista@bynd.com> commit 0033ea8 Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 11 11:51:02 2025 -0700 Remove github button from kears 3 announcement commit f0d4190 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 10 14:35:25 2025 -0700 Fixes parallax issue commit d05b9ea Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 10 14:20:42 2025 -0700 Adds more UAT tweaks commit d2d434e Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 15:12:33 2025 -0800 Adds color tweaks commit 86c773f Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 14:36:07 2025 -0800 Adds additional fixes commit a4346ef Merge: 877e385 a3c8291 Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Fri Mar 7 14:29:32 2025 -0800 Merge pull request keras-team#5 from manuel-azenha/bugfix/landing-sticky-textbox fix: landing page - sticky textbox section fix commit a3c8291 Author: Maciej Manista <maciej.manista@bynd.com> Date: Fri Mar 7 22:17:03 2025 +0100 fix: landing page - sticky textbox section fix commit 877e385 Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 09:13:39 2025 -0800 Fixes more UAT issues commit a1424af Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 07:49:41 2025 -0800 Fixes a few more UAT issues commit 3bbe12f Author: Alex Abbott <alex.abbott@bynd.com> Date: Thu Mar 6 16:19:04 2025 -0800 Addresses UAT and PR feedback commit aa341e1 Author: Alex Abbott <alex.abbott@bynd.com> Date: Thu Mar 6 16:17:28 2025 -0800 Address UAT and PR feedback commit f150362 Merge: e1f5723 0a1407e Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Thu Mar 6 09:20:44 2025 -0800 Merge pull request keras-team#4 from manuel-azenha/feature/docs-css-updates fix: docs styling - addressing QA feedback commit 0a1407e Author: Maciej Manista <maciej.manista@bynd.com> Date: Thu Mar 6 18:16:13 2025 +0100 fix: docs styling - addressing QA feedback commit e1f5723 Merge: 106d340 fedd27b Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Wed Mar 5 15:15:07 2025 -0800 Merge pull request keras-team#3 from manuel-azenha/feature/docs-css-updates feat: docs - more css updates commit fedd27b Author: Maciej Manista <maciej.manista@bynd.com> Date: Wed Mar 5 19:10:52 2025 +0100 feat: docs - more css updates commit 106d340 Merge: 973822e 92d9c88 Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 4 10:26:27 2025 -0800 Merge branch 'feature/docs-css-updates' commit 973822e Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 4 10:26:07 2025 -0800 Adds theme enhancements commit 92d9c88 Author: Maciej Manista <maciej.manista@bynd.com> Date: Tue Mar 4 18:23:12 2025 +0100 feat: docs pages css updates commit f80c024 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 21:15:02 2025 -0800 Adds nav to subpages commit b39decf Merge: 7421345 5ef0724 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 13:10:50 2025 -0800 Adds nav changes commit 7421345 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 09:18:57 2025 -0800 Adds changes for landing page commit 5ef0724 Author: Maciej Manista <maciej.manista@bynd.com> Date: Mon Mar 3 15:31:48 2025 +0100 feat: docs - sidenav rework commit f3ca2c5 Author: mmanista-bynd <84510160+mmanista-bynd@users.noreply.github.com> Date: Mon Mar 3 17:05:55 2025 +0100 feat: docs - sidenav rework (keras-team#1) commit 09111ec Author: manuel-azenha <145027312+manuel-azenha@users.noreply.github.com> Date: Wed Feb 26 18:18:52 2025 +0000 add Images via upload commit 5e79b3e Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Wed Feb 26 18:14:35 2025 +0000 feat: add icons commit ddf631c Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Wed Feb 26 18:13:43 2025 +0000 feat: landing page desktop commit 92165c4 Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Tue Feb 25 10:12:30 2025 +0000 feat: create webpack config
* BYND redesign Co-authored-by: Alex Abbott <alex.abbott@bynd.com> Co-authored-by: Maciej Manista <maciej.manista@bynd.com> commit 0033ea8 Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 11 11:51:02 2025 -0700 Remove github button from kears 3 announcement commit f0d4190 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 10 14:35:25 2025 -0700 Fixes parallax issue commit d05b9ea Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 10 14:20:42 2025 -0700 Adds more UAT tweaks commit d2d434e Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 15:12:33 2025 -0800 Adds color tweaks commit 86c773f Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 14:36:07 2025 -0800 Adds additional fixes commit a4346ef Merge: 877e385 a3c8291 Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Fri Mar 7 14:29:32 2025 -0800 Merge pull request #5 from manuel-azenha/bugfix/landing-sticky-textbox fix: landing page - sticky textbox section fix commit a3c8291 Author: Maciej Manista <maciej.manista@bynd.com> Date: Fri Mar 7 22:17:03 2025 +0100 fix: landing page - sticky textbox section fix commit 877e385 Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 09:13:39 2025 -0800 Fixes more UAT issues commit a1424af Author: Alex Abbott <alex.abbott@bynd.com> Date: Fri Mar 7 07:49:41 2025 -0800 Fixes a few more UAT issues commit 3bbe12f Author: Alex Abbott <alex.abbott@bynd.com> Date: Thu Mar 6 16:19:04 2025 -0800 Addresses UAT and PR feedback commit aa341e1 Author: Alex Abbott <alex.abbott@bynd.com> Date: Thu Mar 6 16:17:28 2025 -0800 Address UAT and PR feedback commit f150362 Merge: e1f5723 0a1407e Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Thu Mar 6 09:20:44 2025 -0800 Merge pull request #4 from manuel-azenha/feature/docs-css-updates fix: docs styling - addressing QA feedback commit 0a1407e Author: Maciej Manista <maciej.manista@bynd.com> Date: Thu Mar 6 18:16:13 2025 +0100 fix: docs styling - addressing QA feedback commit e1f5723 Merge: 106d340 fedd27b Author: Alex Abbott <alex.r.abbott@gmail.com> Date: Wed Mar 5 15:15:07 2025 -0800 Merge pull request #3 from manuel-azenha/feature/docs-css-updates feat: docs - more css updates commit fedd27b Author: Maciej Manista <maciej.manista@bynd.com> Date: Wed Mar 5 19:10:52 2025 +0100 feat: docs - more css updates commit 106d340 Merge: 973822e 92d9c88 Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 4 10:26:27 2025 -0800 Merge branch 'feature/docs-css-updates' commit 973822e Author: Alex Abbott <alex.abbott@bynd.com> Date: Tue Mar 4 10:26:07 2025 -0800 Adds theme enhancements commit 92d9c88 Author: Maciej Manista <maciej.manista@bynd.com> Date: Tue Mar 4 18:23:12 2025 +0100 feat: docs pages css updates commit f80c024 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 21:15:02 2025 -0800 Adds nav to subpages commit b39decf Merge: 7421345 5ef0724 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 13:10:50 2025 -0800 Adds nav changes commit 7421345 Author: Alex Abbott <alex.abbott@bynd.com> Date: Mon Mar 3 09:18:57 2025 -0800 Adds changes for landing page commit 5ef0724 Author: Maciej Manista <maciej.manista@bynd.com> Date: Mon Mar 3 15:31:48 2025 +0100 feat: docs - sidenav rework commit f3ca2c5 Author: mmanista-bynd <84510160+mmanista-bynd@users.noreply.github.com> Date: Mon Mar 3 17:05:55 2025 +0100 feat: docs - sidenav rework (#1) commit 09111ec Author: manuel-azenha <145027312+manuel-azenha@users.noreply.github.com> Date: Wed Feb 26 18:18:52 2025 +0000 add Images via upload commit 5e79b3e Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Wed Feb 26 18:14:35 2025 +0000 feat: add icons commit ddf631c Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Wed Feb 26 18:13:43 2025 +0000 feat: landing page desktop commit 92165c4 Author: Manuel Azenha <manuel.azenha@bynd.com> Date: Tue Feb 25 10:12:30 2025 +0000 feat: create webpack config * Matt's fixes * Minor updates * Remove box shadows for examples
The example already does a great job discussing different flavors of distributed training for Keras models. In the Further reading section, I just added a link to my article that shows the use of
MirroredStrategyin a bit more detailed way.