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author | Patrik Gustavsson <patrik.gustavsson@arm.com> | 2020-08-24 16:26:11 +0200 |
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committer | tim.hall <tim.hall@arm.com> | 2020-08-26 09:37:01 +0000 |
commit | 90831bc18d45008b703e59aad0594026beb7da82 (patch) | |
tree | 6b647996160ba8ecd037da1e15c91f55d4b0f665 /OPTIONS.md | |
parent | d47cc2777f3a3f371958c30a3c1880f692b0b0a2 (diff) | |
download | ethos-u-vela-90831bc18d45008b703e59aad0594026beb7da82.tar.gz |
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 <patrik.gustavsson@arm.com>
Change-Id: Idcda41257f44901d3a3f345341e07fb1ae8585a9
Diffstat (limited to 'OPTIONS.md')
-rw-r--r-- | OPTIONS.md | 12 |
1 files changed, 12 insertions, 0 deletions
@@ -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 |