selfdrive/modeld/thneed/README

thneed is an SNPE accelerator. I know SNPE is already an accelerator, but sometimes things need to go even faster..

It runs on the local device, and caches a single model run. Then it replays it, but fast.

thneed slices through abstraction layers like a fish.

You need a thneed.
thneed saves 45% of a core (#1512) * thneed runs the model * thneed is doing the hooking * set kernel args * thneeding the bufferS * print the images well * thneeds with better buffers * includes * disasm adreno * parse packets * disasm works * disasm better * more thneeding * much thneeding * much more thneeding * thneed works i think * thneed is patient * thneed works * 7.7% * gpuobj sync * yay, it mallocs now * cleaning it up, Thneed * sync objs and set power * thneed needs inputs and outputs * thneed in modeld * special modeld runs * can't thneed the DSP * test is weird * thneed modeld uses 6.4% CPU * add thneed to release * move to debug * delete some junk from the pr * always track the timestamp * timestamp hacks in thneed * create a new command queue * fix timestamp * pretty much back to what we had, you can't use SNPE with thneed * improve thneed test * disable save log Co-authored-by: Comma Device <device@comma.ai> 2020-05-15 13:53:01 -07:00			`thneed is an SNPE accelerator. I know SNPE is already an accelerator, but sometimes things need to go even faster..`

			`It runs on the local device, and caches a single model run. Then it replays it, but fast.`

			`thneed slices through abstraction layers like a fish.`

			`You need a thneed.`