Merge pull request #2126 from synandi:patch-10

copybara-github · copybara-github · commit 7bc4e87827b8 · 2022-09-23T06:10:39.000-07:00
PiperOrigin-RevId: 476350942
diff --git a/site/en/guide/distributed_training.ipynb b/site/en/guide/distributed_training.ipynb
@@ -130,7 +130,7 @@
         "| **Custom training loop** | Supported          | Supported     | Supported                     | Experimental support     | Experimental support      |\n",
         "| **Estimator API**        | Limited Support    | Not supported | Limited Support               | Limited Support          | Limited Support           |\n",
         "\n",
-        "Note: [Experimental support](https://www.tensorflow.org/guide/versions#what_is_not_covered) means the APIs are not covered by any compatibilities guarantees.\n",
+        "Note: [Experimental support](https://www.tensorflow.org/guide/versions#what_is_not_covered) means the APIs are not covered by any compatibility guarantees.\n",
         "\n",
         "Warning: Estimator support is limited. Basic training and evaluation are experimental, and advanced features—such as scaffold—are not implemented. You should be using Keras or custom training loops if a use case is not covered. Estimators are not recommended for new code. Estimators run `v1.Session`-style code which is more difficult to write correctly, and can behave unexpectedly, especially when combined with TF 2 code. Estimators do fall under our [compatibility guarantees](https://tensorflow.org/guide/versions), but will receive no fixes other than security vulnerabilities. Go to the [migration guide](https://tensorflow.org/guide/migrate) for details."
       ]

Original file line number	Diff line number	Diff line change
`@@ -130,7 +130,7 @@`
`130`	`130`	`"\| Custom training loop \| Supported \| Supported \| Supported \| Experimental support \| Experimental support \|\n",`
`131`	`131`	`"\| Estimator API \| Limited Support \| Not supported \| Limited Support \| Limited Support \| Limited Support \|\n",`
`132`	`132`	`"\n",`
`133`		`- "Note: [Experimental support](https://www.tensorflow.org/guide/versions#what_is_not_covered) means the APIs are not covered by any compatibilities guarantees.\n",`
	`133`	`+ "Note: [Experimental support](https://www.tensorflow.org/guide/versions#what_is_not_covered) means the APIs are not covered by any compatibility guarantees.\n",`
`134`	`134`	`"\n",`
`135`	`135`	"Warning: Estimator support is limited. Basic training and evaluation are experimental, and advanced features—such as scaffold—are not implemented. You should be using Keras or custom training loops if a use case is not covered. Estimators are not recommended for new code. Estimators run `v1.Session`-style code which is more difficult to write correctly, and can behave unexpectedly, especially when combined with TF 2 code. Estimators do fall under our [compatibility guarantees](https://tensorflow.org/guide/versions), but will receive no fixes other than security vulnerabilities. Go to the [migration guide](https://tensorflow.org/guide/migrate) for details."
`136`	`136`	`]`