The greater the streamwise scale of the geometry, the more significant is the computational speed-up when compared to a full MD simulation.
Not surprisingly, it showed that DVC encoding complexity (DISCOVER codec based on the Stanford architecture) was indeed providing a substantial speed-up when compared to conventional H.264/AVC Intra and H.264/AVC No Motion in terms of software execution time.
The proposed method has been validated through electrical simulations, showing an error smaller than 7% and an 80× speed-up when comparing to electrical simulation.
We use a recent formulation of VB (Hensman et al., 2012) which is shown to provide a greater speed up when compared with a more standard VBEM algorithm.
Using a set of videogame-like domains, we demonstrate that using abstraction from demonstration can obtain up to exponential speed-ups in table-based representations, and polynomial speed-ups when compared with function approximation-based RL algorithms such as fitted Q-learning and LSPI.
In this section, we present the performance evaluation of our GPU-based 3D-DWT algorithm in terms of computational and memory transfer times and the speed-ups obtained when compared to the CPU sequential algorithm.
In this section, we present the performance evaluation of the complete system in terms of peak signal-to-noise ratio (PSNR), encoding/decoding times, board area usage, maximum frame rate, and speed-ups obtained when compared to a CPU sequential algorithm.
One of these RLS derivatives is the affine projection (AP) algorithm [38] that speeds up convergence when compared to its simpler gradient counterpart by taking P past regression directions into account.
In[15], authors present GPU implementations for the 2D-DWT obtaining speed-ups up to 20 when compared to the CPU sequential algorithm.
Our experimental results reveal linear speed-up of PFM when compared to the sequential counterpart version, keeping very good classification quality.
For both cue types, valid temporal predictions speeded reaction times when compared to neutral conditions.
