ACCELERATOR FOR PROCESSING DATA

An accelerator for increasing the processing speed of a processor. The accelerator operates in two distinct modes. In a first mode for dense layer processing, row data sets and column data sets are sent to a multiplier for multiplication. In a second mode for sparse layer processing compressed row d...

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Hauptverfasser: Baum, Dan, Koren, Chen
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Koren, Chen
description An accelerator for increasing the processing speed of a processor. The accelerator operates in two distinct modes. In a first mode for dense layer processing, row data sets and column data sets are sent to a multiplier for multiplication. In a second mode for sparse layer processing compressed row data sets are received by a row multiplexer and compressed column data sets are received by a column multiplexer. Each multiplexer is configured to compare the indexes of data sets with one another to determine matching indexes. When indexes match, the matching data sets are selected and sent to the multiplier for multiplication. When indexes do not match, data sets are stored in memory devices for subsequent cycles.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title ACCELERATOR FOR PROCESSING DATA
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