US Patent 10558738 Compression of machine learned models
Patent 10558738 was granted and assigned to Amazon on February, 2020 by the United States Patent and Trademark Office.
All edits
Devices and techniques are generally described for compression of natural language processing models. A first index value to a first address of a weight table may be stored in a hash table. The first address may store a first weight associated with a first feature of a natural language processing model. A second index value to a second address of the weight table may be stored in the hash table. The second address may store a second weight associated with a second feature of the natural language processing model. A first code associated with the first feature and comprising a first number of bits may be generated. A second code may be generated associated with the second feature and comprising a second number of bits greater than the first number of bits based on a magnitude of the second weight being greater than a magnitude of the first weight.
US Patent 10558738 Compression of machine learned models
Find more entities like US Patent 10558738 Compression of machine learned models
