From 90831bc18d45008b703e59aad0594026beb7da82 Mon Sep 17 00:00:00 2001 From: Patrik Gustavsson Date: Mon, 24 Aug 2020 16:26:11 +0200 Subject: MLBED-2822 Added CLI-opt for weight size est. Added --weight-estimation-scaling, which enables additional scaling of weight compression scale estimate. Signed-off-by: Patrik Gustavsson Change-Id: Idcda41257f44901d3a3f345341e07fb1ae8585a9 --- OPTIONS.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) (limited to 'OPTIONS.md') diff --git a/OPTIONS.md b/OPTIONS.md index fa060bbe..fa5f4136 100644 --- a/OPTIONS.md +++ b/OPTIONS.md @@ -244,6 +244,18 @@ out in 1x1x16B bricks in row-major order. This enables more efficient FeatureMap vela network.tflite --nhcwb16-between-cascaded-passes ``` +### Scaling of weight estimates + +Performs an additional scaling of weight compression estimate used by Vela to estimate SRAM usage. +Increasing this scaling factor will make the estimates more conservative (lower) and this can result +in optimisations that use less SRAM, albeit at the cost of performance (inference speed). +**Type: Float** +**Default: 1.0** + +```bash +vela network.tflite --weight-estimation-scaling=1.2 +``` + ## Verbose Print Options All of the options below are disabled by default and enabling them will add -- cgit v1.2.1