One major limitation of malloc (and even the best implementations like jemalloc and dlmalloc) is that they try to use a single allocator for each data structure. This is a mistake: A huge performance gain can be had by using
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Hand-coded models can go much smaller (36 vs 311 trained) since they don't need to be discoverable by SGD
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