At Lemurian, our goal is to make deep learning affordable and available for everyone, from the individual researcher to industry.
The Lemurian SPU (Spatial Processing Unit) is more than an order of magnitude more efficient in terms of memory and power in comparison with legacy processors, whilst also being faster in inference.
Our processor makes use of a novel digital arithmetic which has been designed specifically in order to speed up matrix-vector multiplications which largely make up modern deep neural networks, whilst also reducing hardware complexity.
Our arithmetic and processor architecture results in tremendous power and memory savings, thereby making our processor more affordable and well suited to inference at the edge.
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