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authorPatrik Gustavsson <patrik.gustavsson@arm.com>2020-08-24 16:26:11 +0200
committertim.hall <tim.hall@arm.com>2020-08-26 09:37:01 +0000
commit90831bc18d45008b703e59aad0594026beb7da82 (patch)
tree6b647996160ba8ecd037da1e15c91f55d4b0f665 /OPTIONS.md
parentd47cc2777f3a3f371958c30a3c1880f692b0b0a2 (diff)
downloadethos-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
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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
+```
+
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