P´eneau, P.Y., Bouziane, R., Gamati´e, A., Rohou, E., Bruguier, F., Sassatelli, G., Torres, L., Senni, S.: Loop optimization in presence of stt-mram caches: A study of performance-energy tradeoffs. In: Power and Timing Modeling, Optimization and Simulation (PATMOS), ...
This is one of the values of such a compiler: while it is straightforward to code the simple cases of this optimization, keeping all the details correct as the code is replicated and transformed is an error-prone process.The above loop will only achieve 80% of peak flops on the example ...
The next cell sets up the automated optimization and runs the calibration loop. Here you will directly set the optimization cost as the average infidelity for multiple repetitions, streamlining the calibration process by requiring less human intervention. To minimize the number of API calls to the ...
The present invention provides a loop optimization method and a compiler suitable for improving the execution time of a loop including assumed-shape array. A loop optimizer detects the outermost loop included in a subroutine, then traverse every statements in the outermost loop (including any inner ...
Introduction to Optimization Keith D. Cooper, Linda Torczon, in Engineering a Compiler (Second Edition), 2012 a. Loop unrolling can eliminate the copy operations. What unroll factor is needed to eliminate all copy operations in this loop? b. In general, if a loop contains multiple cycles of ...
In other contexts, and in the absence of effective compile time guiding metrics, researchers have resorted to the use of autotuning exploration techniques in optimization frameworks, such that a compiler can experiment with different parameters and sets of transformation in search of a transformation ...
We then bring together algebraic, algorithmic, and performance analysis results to design a tractable optimization algorithm over this highly expressive space. Our framework has been implemented and validated experimentally on a representative set of benchmarks running on state-of-the-art multi-core ...
Debray, Sauyma K.; “Unfold/Fold Transformations and Loop Optimization of Logic Programs”; ACM SIGPLAN '88, Conference on Programming Language Design and Implementation; Jun. 1988; pp. 297-307. Allan et al.; “Petri Net versus Modulo Scheduling for Software Pipelining”; IEEE Proceedings of ...
so that certain design tools may work with the design. For instance, a circuit simulation tool or a circuit optimization tool may only be able to simulate or optimize a circuit design that has a flattened netlist. A VLSI design system may flatten, or fully instantiate, a circuit design by ...
In at least one embodiment, training framework 1004 is a framework processed in connection with a software development toolkit such as an OpenVINO (Open Visual Inference and Neural network Optimization) toolkit. In at least one embodiment, an OpenVINO toolkit is a toolkit such as those developed ...