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1. Lots of development and debugging is necessary to implement a model that is ready to be run on parallel hardware.
The goal of the project is to create a media-analysis tool that can be run on parallel machines (which significantly speeds up the time it takes to analyze media) and that can serve as a single framework for a variety of tasks like speech recognition, audio analysis, and video event detection.
The entire FP processing pipeline could be run on parallel nodes with modest memory capacity (less than 8 GB) and each pool required less than 6 CPU hours; the assembly part usually took less than 0.5 hours.
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Other times, we would be running on parallel lines.
This archive contains NEURON models that were run on parallel computers to explore the interactions between varying strengths of respiratory activity and olfactory sensory neuron input and the roles of periglomerular, granule, and external tufted cells in shaping mitral cell responses.
RPMCMC is run on parallel interacting motif samplers.
RPMCMC is run on parallel interacting Gibbs samplers.
Otherwise, samples from same experiment were run on parallel gels and the blots were processed identically.
Control immunostainings were run on parallel sections without the primary antibody and with a nonsense polyclonal IgG antibody of the same concentration as the primary antibody.
"As a businessman, I have been running on parallel tracks," he admits.
It was positively so, and when you say we are running on parallel tracks you confirm this.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com