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@@ -113,9 +113,11 @@ recommended to install Vela along with the pre-commit tools (see
## Running
Vela is run with an input `.tflite` file passed on the command line. This file
-contains the neural network to be compiled. The tool then outputs an optimised
+contains the neural network to be compiled. The tool then outputs an optimised
version with a `_vela.tflite` file prefix, along with the performance estimate
-(EXPERIMENTAL) CSV files, all to the output directory.
+(EXPERIMENTAL) CSV files, all to the output directory. It also prints a
+performance estimation summary back to the console, see
+[Vela Performance Estimation Summary](PERFORMANCE.md).
If you use the `pipenv` virtual environment tool then first start by spawning a
shell in the virtual environment:
@@ -164,6 +166,12 @@ vela --config vela_cfg.ini --system-config My_Sys_Config --memory-mode My_Mem_Mo
vela --help
```
+## Warnings
+
+When running the Vela compiler it may report a number of warning messages to the
+console. These should all be thoroughly reviewed as they will indicate decisions
+that the compiler has made in order to create the optimised network.
+
## Example Networks
Some example networks that contain quantised operators which can be compiled by
@@ -187,6 +195,10 @@ Please see [Vela Debug Database](DEBUG_DB.md).
Please see [Vela CLI Options](OPTIONS.md). This includes a description of the
system configuration file format.
+## Performance
+
+Please see [Vela Performance Estimation Summary](PERFORMANCE.md).
+
## Releases
Please see [Vela Releases](RELEASES.md).