Error message

  • Notice: Undefined offset: 1592 in user_node_load() (line 3633 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3633 of /var/www/modules/user/user.module).
  • Notice: Undefined offset: 1592 in user_node_load() (line 3634 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3634 of /var/www/modules/user/user.module).
  • Notice: Undefined offset: 1592 in user_node_load() (line 3635 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3635 of /var/www/modules/user/user.module).
  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 73 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
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  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 76 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 76 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 76 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 76 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
  • Warning: preg_replace_callback(): Requires argument 2, '', to be a valid callback in _views_slideshow_preprocess_views_slideshow() (line 76 of /var/www/sites/all/modules/views_slideshow/theme/views_slideshow.theme.inc).
  • Notice: Undefined offset: 1592 in user_node_load() (line 3633 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3633 of /var/www/modules/user/user.module).
  • Notice: Undefined offset: 1592 in user_node_load() (line 3634 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3634 of /var/www/modules/user/user.module).
  • Notice: Undefined offset: 1592 in user_node_load() (line 3635 of /var/www/modules/user/user.module).
  • Notice: Trying to get property of non-object in user_node_load() (line 3635 of /var/www/modules/user/user.module).

Dynamic Voltage and Frequency Scaling Framework for Low-power Embedded GPUs (IEEE)

Publication Year: 
2012

Abstract:

Computational power of embedded graphics processing units (GPUs) in mobile system-on-chips has been increasing steadily to provide high quality user experience related to 2D and 3D graphics. Moreover, the architecture of embedded GPUs is evolving from graphic accelerators into streaming multiprocessors, which enables programmers to use GPUs for general parallel processing. Workload variations in mobile GPU applications are explored to discover the potential of dynamic voltage and frequency scaling (DVFS) on embedded GPUs. A DVFS framework which considers GPUs as computing devices, not graphic accelerators, is proposed. The experimental results show that a conventional processor DVFS policy can achieve power reduction of embedded GPUs with reasonable performance degradation.

Paper available at IEEE.

Institution: 
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
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