Data processing system and method
A data processing and processor technology, applied in the field of neural networks to ensure the effect of output accuracy
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example 1
[0093] refer to figure 2 In the illustrative example of , it is assumed that data A occupies 40% of the memory cell capacity, data B occupies 15% of the memory cell capacity, data C occupies 40% of the memory cell capacity, data D occupies 70% of the memory cell capacity, and data E 20% of the memory cell capacity. In this example, operation 2013 may be identified as a first operation whose amount of input data C and output data D exceeds the capacity of the memory cell (eg, 40%+70% > 100%).
[0094] In some embodiments, the operation 2013 identified for which the amount of input data C and output data D exceeds the capacity of the memory cell may be grouped with at least one second operation selected from a series of operations. The at least one second operation may be as Figure 5Operation 5012 in the grouping scheme shown. In this grouping scheme, grouping operations 5012-5013 may have total input data B and total output data D. The remaining storage space 5050 of the ...
example 2
[0102] In another illustrative example, refer to figure 2 , assuming that data A occupies 40% of the capacity of the memory cell, data B occupies 40% of the capacity of the memory cell, data C occupies 80% of the capacity of the memory cell, data D occupies 80% of the capacity of the memory cell, and data E occupies 10% of the capacity of the memory cell %. In this example, operation 2012 may be identified as the first operation from a series of operations 2011-2014 for which the amount of input data and output data exceeds the capacity of the memory cell (eg, 40%+80% > 100%).
[0103] When an operation 2012 is identified, a second operation may first be selected from the series of operations, wherein the second operation will be grouped with the identified operation 2012 . In this example, there are two possible grouping schemes, and there is only one second operation to be grouped with operation 2012 . For example, operation 2011 may be grouped with operation 2012 , or op...
example 3
[0108] In another illustrative example, refer to figure 2, assuming that data A occupies 10% of the capacity of the memory cell, data B occupies 40% of the capacity of the memory cell, data C occupies 80% of the capacity of the memory cell, data D occupies 80% of the capacity of the memory cell, and data E occupies 10% of the capacity of the memory cell %. In this example, operation 2012 can be identified as the first operation from a series of operations 2011-2014, the amount of input data and output data of operation 2012 exceeds the capacity of the memory cell (eg, 40%+80%>100%).
[0109] When an operation 2012 is identified, a second operation may first be selected from the series of operations, wherein said second operation is to be grouped with the identified operation 2012 . In this example, there are two possible grouping schemes, and there is only one second operation to be grouped with operation 2012 . For example, operation 2011 may be grouped with operation 2012...
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