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One approach is to build a compiler for a small but useful part of the model space. For example, Fabrice Bellard's LibNC (https://bellard.org/libnc https://bel
by 37ef_ced3 5y ago
One approach is to build a compiler for a small but useful part of the model space.
For example, Fabrice Bellard's LibNC (https://bellard.org/libnc https://bellard.org/libnc) handles transformers and LSTMs, but no convolutions.
NN-512 (https://NN-512.com https://NN-512.com) handles convolutions and is intended for, e.g., DenseNets, but doesn't support transformers.
Niche support, specialization.