waiting waiting 13 ??? Vasiliki Kalavri | Boston University 2020 14 o1 src o2 back-pressure target: 40 rec/s 10 rec/s 100 rec/s Which operator is the bottleneck? What if we scale ο1 x 4? How much much to scale ο2? ??? Vasiliki Kalavri | Boston University 2020 14 o1 src o2 back-pressure target: 40 rec/s 10 rec/s 100 rec/s Which operator is the bottleneck? What if we scale ο1 x 4? How much for input src o1 o2 ??? Vasiliki Kalavri | Boston University 2020 14 o1 src o2 back-pressure target: 40 rec/s 10 rec/s 100 rec/s Which operator is the bottleneck? What if we scale ο1 x 4? How much

mixed-precision arithmetic and Tensor Cores on V100 GPUs for faster training times while maintaining target accuracy. This model script is available on GitHub and NGC. ‣ Mask R-CNN model: Mask R-CNN is a arithmetic by using Tensor Cores on NVIDIA V100 GPUs for 1.3x faster training time while maintaining target accuracy. This model script is available on GitHub and NGC. ‣ Tacotron 2 and WaveGlow v1.1 model: mixed-precision arithmetic and Tensor Cores on V100 GPUs for faster training times while maintaining target accuracy. This model script is available on GitHub and NGC. ‣ Mask R-CNN model: Mask R-CNN is a

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 74 5 Classes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.16.2 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 74 5 Classes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.16.2 completeVHWACommand Note: This method is not supported in the web service

2 Environment-specific notes install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 5.24.1 Attributes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.24.3 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 5.24.1 Attributes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.24.3 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 5.17.1 Attributes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.17.3 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 77 5 Classes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.18.3 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 5.17.1 Attributes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.17.3 completeVHWACommand Note: This method is not supported in the web service

layer directly, have a look at install/vboxapi/__init__.py which contains the glue layer for all target platforms (i.e. XP- COM, MSCOM and web services). To start the shell, perform the following commands: supports pluggable output targets represented by the IFramebuffer inter- face. Examples of the output target are a window on the host computer or an RDP session’s display on a remote computer. 77 5 Classes unsigned long screenId, [in] IFramebuffer framebuffer) screenId framebuffer Sets the graphics update target for a screen. 5.18.3 completeVHWACommand Note: This method is not supported in the web service