From dfda5bc01e10f744680a4bffa93cc0e2fc49c6b5 Mon Sep 17 00:00:00 2001 From: Khanh LeViet Date: Mon, 25 May 2020 05:51:03 -0700 Subject: [PATCH] Fix TF Lite text classification tutorial's incorrect indent. PiperOrigin-RevId: 313064347 Change-Id: I563ddec306e69c6b775cae5306ed32c293282f83 --- .../g3doc/tutorials/model_maker_text_classification.ipynb | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tensorflow/lite/g3doc/tutorials/model_maker_text_classification.ipynb b/tensorflow/lite/g3doc/tutorials/model_maker_text_classification.ipynb index 8261d6c9e34..e10507ccac7 100644 --- a/tensorflow/lite/g3doc/tutorials/model_maker_text_classification.ipynb +++ b/tensorflow/lite/g3doc/tutorials/model_maker_text_classification.ipynb @@ -632,7 +632,7 @@ "id": "EoWiA_zX8rxE" }, "source": [ - "# Advanced Usage\n", + "## Advanced Usage\n", "\n", "The `create` function is the critical part of this library in which parameter `model_spec` defines the specification of the model, currently `AverageWordVecModelSpec` and `BertModelSpec` is supported. The `create` function contains the following steps for `AverageWordVecModelSpec`:\n", "\n", @@ -651,7 +651,7 @@ "id": "mwtiksguDfhl" }, "source": [ - "# Adjust the model\n", + "## Adjust the model\n", "\n", "We could adjust the model infrastructure like variables `wordvec_dim`, `seq_len` in `AverageWordVecModelSpec` class.\n" ] @@ -736,7 +736,7 @@ "id": "LvQuy7RSDir3" }, "source": [ - "## Change the training hyperparameters\n", + "### Change the training hyperparameters\n", "We could also change the training hyperparameters like `epochs` and `batch_size` that could affect the model accuracy. For instance,\n", "\n", "* `epochs`: more epochs could achieve better accuracy, but may lead to overfitting.\n", @@ -788,7 +788,7 @@ "id": "Eq6B9lKMfhS6" }, "source": [ - "## Change the Model\n", + "### Change the Model\n", "\n", "We could change the model by changing the `model_spec`. The following shows how we change to BERT-base model.\n", "\n",