Plastic Arbor: A modern simulation framework for synaptic plasticity—From single synapses to networks of morphological neurons
Table 9
Wallclock time measurements for busyring benchmark with GPU.
Total runtime results are provided for networks of simple-branchy cells as reported by Arbor (using the fastest paradigm as detailed in Fig 7B,C). The shares of the setup and state propagation phases are given in brackets, respectively. Results are collected with the HWS2 system (AMD Ryzen Threadripper PRO 5995WX CPU with 64 cores, DDR4-RAM, with NVIDIA T1000 8GB GPU). All values are averaged over 10 trials, with coefficient of variation
in all cases. Arbor with SIMD. In CoreNEURON, due to exceeded memory, none of the simulations finished. See Table 8 for results without GPU.