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For lower precision number formats, multiple parallel arithmetic units can be implemented.
For all the different number formats, the users can also specify arbitrary bit widths for each different variable.
If the values of the variables cover a wide range, floating-point and LNS number formats are usually more suitable.
To investigate the tradeoff between precision and speed, we develop a tool that performs an automated precision exploration of different number formats, and figures out the minimum precision that can still generate good enough seismic results.
To solve the above problem in the seismic application domain, we develop a tool that performs an automated precision exploration of different number formats, and figures out the minimum precision that can still generate good enough seismic results.
Generally the comparisons of concurrent validity, reliability, facility, discrimination ability and distractor performance produced only minor indications of differences in the performance of the multiple choice tests in the three different option number formats.
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All related parameters are defined with IEEE 754 single precision floating point number format.
Meanwhile, floating-point number format is employed to enhance computation accuracy.
The metrics' number format is XX.y.z, in which y is the metric level, z is the specific number, and XX is the operation attribute.
Based on the exploration results, we can determine the optimal number format for this application with regards to certain metrics such as circuit area and performance.
The researchers conclude that option number format is of little importance in the measurement of language ability compared with the much greater construct variation apparently induced by the use of multiple choice items as against constructed response formats.
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