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The MATLAB RTW generated ANSI C code from Simulink blocksets has poor real-time implementation benchmarks for DSP kernels.
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Still, it should be noted that the GPU-implementation of the DNN speeds up the calculation about ~150 times when compared with the CPU-implementation (benchmarked on a single core); this makes GPUs a definite requirement for the training of DNNs.
27 Results of implementation of benchmarks and indicators have been consistent with our ex ante predictions; namely, that there has been a great deal of progress made in the financial and political commitments to CCM, but there is room for improvement in supervision and quality assurance, as well as supply chain management.
Apart from the NAS EP benchmark, used by NASA, the remaining applications are packaged by many MapReduce implementations as benchmarks.
To evaluate our work, our results obtained from actual FPGA implementation were benchmarked against results from other previous works.
The performance of our implementation was benchmarked on an Intel(R) Core(TM) i7-3820 CPU @ 3.60 GHz with 64.0 GB RAM and NVIDIA GeForce GTX 400 graphics card.
Both implementations were benchmarked on a standard i7 mobile processor.
Successful benchmarking implementation is based on an effective benchmarking tool.
Each layer is described with respect to its key hypotheses, implementation and specific benchmarks.
During the workshops, the good practice, the evidence on the extent of implementation and the benchmarks were presented separately for each domain and good practice indicator.
The criteria for benchmark datasets are discussed along with their implementation in VariBench, benchmark database for variations.
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