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| author | Tim Hall <tim.hall@arm.com> | 2021-05-27 18:49:40 +0100 |
|---|---|---|
| committer | Tim Hall <tim.hall@arm.com> | 2021-05-27 18:57:39 +0100 |
| commit | d8339a75c9b655c0507e34238078fdad068b4023 (patch) | |
| tree | 36a14726b30760169a83c0356803b480992fade8 /README.md | |
| parent | 64556f32ff7bfca6036a6598034464b13b64a4ef (diff) | |
| download | ethos-u-vela-d8339a75c9b655c0507e34238078fdad068b4023.tar.gz | |
MLBEDSW-4034: New Scheduler Size or Performance Optimisation
- Merged dev/scheduler at 83639f90e8c828f70de6e29142355a940224959b
Signed-off-by: Tim Hall <tim.hall@arm.com>
Change-Id: I0050529d4b42da93768c7264296434dd877fb5b4
Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 16 |
1 files changed, 14 insertions, 2 deletions
@@ -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). |