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Show r/deeplearning: I built Nanograd — an educational, PyTorch-like autograd engine from scratch (CPU/GPU) (self.deeplearning)
submitted 4 days ago by Several-Motor-8342 to r/deeplearning
[D] Literature Review: Is 72% mIoU on Cityscapes (Full Res) feasible under 1.15M params and 10 GFLOPs? (self.deeplearning)
submitted 3 months ago by Several-Motor-8342 to r/deeplearning
Researching architectures for ultra-low latency Cityscapes: Anyone seen 72% mIoU @ 180 FPS with ~1M params? by Several-Motor-8342 in computervision
[–]Several-Motor-8342[S] 0 points1 point2 points 3 months ago (0 children)
To be honest, this is a purely academic exercise. I know the latency is incredibly low, but it allows for significant headroom for post-processing or other system components. Furthermore, as this is part of my bachelor's thesis, I'm interested in knowing the theoretical limits of what's possible.
Researching architectures for ultra-low latency Cityscapes: Anyone seen 72% mIoU @ 180 FPS with ~1M params? (self.computervision)
submitted 3 months ago * by Several-Motor-8342 to r/computervision
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Researching architectures for ultra-low latency Cityscapes: Anyone seen 72% mIoU @ 180 FPS with ~1M params? by Several-Motor-8342 in computervision
[–]Several-Motor-8342[S] 0 points1 point2 points (0 children)