30 research outputs found
Schematic illustration of the parallelism strategy.
<p>Schematic illustration of the parallelism strategy.</p
The effect of data length in relation to speedup factor for the parallelized part of DCM for ERP.
<p>The effect of data length in relation to speedup factor for the parallelized part of DCM for ERP.</p
The architectures of three arrangements, (A) the block-first arrangement, (B) the thread-first arrangement, and (C) the block-64 arrangement, and the detection of the maximum number of simultaneous thread blocks using a small benchmark program (D).
<p>The architectures of three arrangements, (A) the block-first arrangement, (B) the thread-first arrangement, and (C) the block-64 arrangement, and the detection of the maximum number of simultaneous thread blocks using a small benchmark program (D).</p
Schematic illustration of the data passing flow between the MATLAB and the GPU.
<p>Schematic illustration of the data passing flow between the MATLAB and the GPU.</p
The models used in the performance evaluation (SI: primary sensory area; SII: secondary sensor area; ACC: Anterior cingulate cortex; TPJ: Temporoparietal junction; IPL: Inferior parietal lobule; PMA: Premotor area; DLPFC: Dorsolateral prefrontal cortex).
<p>The models used in the performance evaluation (SI: primary sensory area; SII: secondary sensor area; ACC: Anterior cingulate cortex; TPJ: Temporoparietal junction; IPL: Inferior parietal lobule; PMA: Premotor area; DLPFC: Dorsolateral prefrontal cortex).</p
The GPU computing efficiency of the three different thread arrangements in comparison with the original MATLAB implementation.
<p>The GPU computing efficiency of the three different thread arrangements in comparison with the original MATLAB implementation.</p
The effect of data length in relation to speedup factor.
<p>The effect of data length in relation to speedup factor.</p
The speedup factor of the GPU block64 strategy for each model (of one representative subject).
<p>speedup<sup>a</sup>: speedup factor per EM loop ; speedup<sup>b</sup>: speedup factor of total execution time.</p
The effect of data length in relation to the execution time.
<p>The effect of data length in relation to the execution time.</p
Time span composition, including computing time (in blue), data transformation (in green) and data passing (in red), of the three arrangements.
<p>Time span composition, including computing time (in blue), data transformation (in green) and data passing (in red), of the three arrangements.</p