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Diffstat (limited to 'README.md')
| -rw-r--r-- | README.md | 25 |
1 files changed, 23 insertions, 2 deletions
@@ -155,8 +155,29 @@ selects an Ethos-U65 NPU accelerator configured with 512 MAC units. ```bash vela --accelerator-config ethos-u65-512 my_model.tflite ``` +4) Compile a network while minimizing peak SRAM usage, +therefore prioritising a lower SRAM usage over runtime performance. -4) Compile a network using a particular embedded system configuration defined in +```bash +vela --optimise Size my_model.tflite +``` + +5) Compile a network to have maximum performance, i.e. the fastest inference time. +This prioritises a higher runtime performance over a lower peak SRAM usage. + +```bash +vela --optimise Performance my_model.tflite +``` + +6) Compile a network while optimising for the fastest inference time possible, +with an upper bound for the SRAM usage. The memory limit is set in bytes, i.e. +run the following example if one requires a limit of 300KB. + +```bash +vela --optimise Performance --arena-cache-size 300000 my_model.tflite +``` + +7) Compile a network using a particular embedded system configuration defined in Vela's configuration file. The following command selects the `My_Sys_Config` system configuration along with the `My_Mem_Mode` memory mode from the `vela_cfg.ini` configuration file. @@ -164,7 +185,7 @@ system configuration along with the `My_Mem_Mode` memory mode from the `vela_cfg vela --config vela_cfg.ini --system-config My_Sys_Config --memory-mode My_Mem_Mode my_model.tflite ``` -5) To get a list of all available options (see CLI Options section below): +8) To get a list of all available options (see CLI Options section below): ```bash vela --help |