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@@ -183,13 +183,13 @@ provisioned in the cloud.  Once the job is submitted, you can navigate to a
 provided job URL to view a variety of on-device performance metrics.
 ```python
 encoder_profile_job = hub.submit_profile_job(
-        model=encoder_target_model,
-        device=device,
-        )       
+    model=encoder_target_model,
+    device=device,
+)
 decoder_profile_job = hub.submit_profile_job(
-        model=decoder_target_model,
-        device=device,
-        )       
+    model=decoder_target_model,
+    device=device,
+)
 
 ```
 
@@ -200,17 +200,17 @@ on sample input data on the same cloud hosted device.
 ```python
 encoder_input_data = encoder_model.sample_inputs()
 encoder_inference_job = hub.submit_inference_job(
-        model=encoder_target_model,
-        device=device,
-        inputs=encoder_input_data,
-    )
+    model=encoder_target_model,
+    device=device,
+    inputs=encoder_input_data,
+)
 encoder_inference_job.download_output_data()
 decoder_input_data = decoder_model.sample_inputs()
 decoder_inference_job = hub.submit_inference_job(
-        model=decoder_target_model,
-        device=device,
-        inputs=decoder_input_data,
-    )
+    model=decoder_target_model,
+    device=device,
+    inputs=decoder_input_data,
+)
 decoder_inference_job.download_output_data()
 
 ```