From 2b87c16b1ef4d8b0cbd70a2a476126353565a2a4 Mon Sep 17 00:00:00 2001
From: jshiue <jshiue@octoml.ai>
Date: Sat, 18 Dec 2021 00:38:19 -0500
Subject: [PATCH] fixed it yayy

---
 docs/conf.py                    |  2 +-
 docs/how_to/index.rst           |  1 -
 gallery/tutorial/tvmc_python.py | 10 +++++-----
 3 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index cce7f6c63d1b..2f650a88c936 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -255,7 +255,7 @@ def git_describe_version(original_version):
         "introduction.py",
         "install.py",
         "tvmc_command_line_driver.py",
-        "tvmc_python.py"
+        "tvmc_python.py",
         "autotvm_relay_x86.py",
         "tensor_expr_get_started.py",
         "autotvm_matmul_x86.py",
diff --git a/docs/how_to/index.rst b/docs/how_to/index.rst
index 43475bb1f0da..433d7acee95a 100644
--- a/docs/how_to/index.rst
+++ b/docs/how_to/index.rst
@@ -26,7 +26,6 @@ schedule with tesor expressions?"
    :maxdepth: 1
 
    compile_models/index
-   use_tvms_python_api/index
    deploy/index
    work_with_relay/index
    work_with_schedules/index
diff --git a/gallery/tutorial/tvmc_python.py b/gallery/tutorial/tvmc_python.py
index 2c9b4dedc29a..db70355946c5 100644
--- a/gallery/tutorial/tvmc_python.py
+++ b/gallery/tutorial/tvmc_python.py
@@ -20,7 +20,7 @@
 **Author**:
 `Jocelyn Shiue <https://github.com/CircleSpin>`_
 
-Hi! Here we explain the scripting tool designed for the complete TVM beginner. 🙂 
+Hi! Here we explain the scripting tool designed for the complete TVM beginner. 🙂                                                                                                      
 
 Before we get started let's get an example model if you don't already have one.
 Follow the steps to download a resnet model via the terminal:
@@ -129,9 +129,9 @@
 #   tvmc.tune(model, target="llvm") #Step 1.5: Optional Tune
 #
 # The terminal output should look like:
-# 
+#
 # .. code-block:: python
-# 
+#
 #    [Task  1/13]  Current/Best:   82.00/ 106.29 GFLOPS | Progress: (48/769) | 18.56 s
 #    [Task  1/13]  Current/Best:   54.47/ 113.50 GFLOPS | Progress: (240/769) | 85.36 s
 #    .....
@@ -143,7 +143,7 @@
 # results into compile if you want the results to apply.
 #
 # .. code-block:: python
-# 
+#
 #     #tvmc.compile(model, target="llvm", tuning_records = "records.log") #Step 2: Compile
 
 ################################################################################
@@ -215,7 +215,7 @@
 # Use the next generation of tvm to enable potentially faster run speed results.
 # The search space of the schedules is automatically generated unlike
 # previously where they needed to be hand written. (Learn more:
-# `1 <https://tvm.apache.org/2021/03/03/intro-auto-scheduler>`_, 
+# `1 <https://tvm.apache.org/2021/03/03/intro-auto-scheduler>`_,
 # `2 <https://arxiv.org/abs/2006.06762>`_)
 #
 # .. code-block:: python