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Why isn't ‘DAIN’ running very fast

Open jeanttz opened this issue 5 years ago • 2 comments

On my TeslaT4 machine, a frame can be inserted in about 4 seconds. In other words, an hour of video costs me about 100 hours, and the entire packet size is about 200M. Where is the time bottleneck for model inference?

jeanttz avatar May 20 '20 10:05 jeanttz

My Titan RTX is going at about 4s/it as well. 720p content /w half precision float enabled. CPU is a 5-ghz 8-core 9900K OC.

GPU and CPU isn't fully utilized; 20% and 50% peak usage reported, respectively. GPU VRAM usage never surpases 8-GB; got 24-gb in total.

The clip I'm trying to process is going to take 2 or 3 days minimum. I am not complaining; just sharing my results.

I'll try to run the code distributed and see what I get.

steveseguin avatar Jul 04 '20 02:07 steveseguin

My Titan RTX is going at about 4s/it as well. 720p content /w half precision float enabled. CPU is a 5-ghz 8-core 9900K OC.

GPU and CPU isn't fully utilized; 20% and 50% peak usage reported, respectively. GPU VRAM usage never surpases 8-GB; got 24-gb in total.

The clip I'm trying to process is going to take 2 or 3 days minimum. I am not complaining; just sharing my results.

I'll try to run the code distributed and see what I get.

Did you find that the rendering effect of this model is not very friendly to subtitles?

jeanttz avatar Jul 05 '20 10:07 jeanttz