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The pipelined execution reduces the computation time by 41percentt.
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"Importantly, we're very encouraged by the progress we are making on reenergizing the company, building momentum in our core brands, improving retail execution, reducing costs and building scale in key emerging markets.
The proposed heterogeneous multi-GPU implementation achieves speedup ratios up to 75x when compared to multi-thread and multi-core CPU execution, reducing simulation times from several hours to a couple of minutes.
In addition, iiHadoop performs better than i2MapReduce through performing asynchronous iteration execution, which reduces the running time to 23% of i2MapReduce, as shown in Fig. 4a.
Online architectures have several potential advantages, including better resource utilization (reduced cost), faster execution, and reduced (static) power consumption.
The execution of reduce phase in iteration i is overlapped with the execution of map phase in iteration (i + 1).
Results show that selecting qualified training data will have an impact not only on the performance but also on overall execution (to reduce distortion).
Alternatively, models that predict performance can be built without any actual stencil execution, thus reducing the cumbersome optimization task.
Involving larger populations of neurons in motor planning and execution may reduce neuronal noise and lead to less variable performance.
Through the tasks homogeneity, better distribution can be achieved and total execution time reduced.
Furthermore, continuous visual control of response execution was reduced over the course of learning.
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CEO of Professional Science Editing for Scientists @ prosciediting.com