METHOD AND APPARATUS FOR FUSING LAYERS OF DIFFERENT MODELS
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United States of America Patent
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Oct 17, 2024
app pub date -
Nov 30, 2021
filing date -
Nov 30, 2021
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Abstract
The disclosure relates to method and apparatus for fusing layers of different models. The method for fusing layers of different models comprises: searching layers from different models and determining whether to perform layer fusing; fusing instructions in the layers from different models into a fused instruction in response to determining to perform layer fusing; combining input data for the instructions in the layers from different models into a combined input data; allocating a continuous storage area in a memory for the combined input data; loading the combined input data for the fused instruction from the continuous storage area in the memory to perform the fused instruction; and storing output data obtained after performing the fused instruction into a continuous storage area in the memory.
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