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GTC ON-DEMAND

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Abstract:

This session presents an overview of the hardware and software architecture of the DGX-2 platform. This talk will discuss the NVSwitch hardware that enables all 16 GPUs on the DGX-2 to achieve 24x the bandwidth of two DGX-1V systems. CUDA developers will learn ways to utilize the full GPU connectivity to quickly build complex applications and utilize the high bandwidth NVLINK connections to scale up performance.

This session presents an overview of the hardware and software architecture of the DGX-2 platform. This talk will discuss the NVSwitch hardware that enables all 16 GPUs on the DGX-2 to achieve 24x the bandwidth of two DGX-1V systems. CUDA developers will learn ways to utilize the full GPU connectivity to quickly build complex applications and utilize the high bandwidth NVLINK connections to scale up performance.

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Topics:
HPC and AI, Data Center & Cloud Infrastructure, AI & Deep Learning Business Track (High Level), HPC and Supercomputing
Type:
Talk
Event:
GTC Silicon Valley
Year:
2018
Session ID:
S8688
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Abstract:
This talk will describe new features in debugging tools in the CUDA 8.0 toolkit.
This talk will describe new features in debugging tools in the CUDA 8.0 toolkit.  Back
 
Topics:
Tools & Libraries
Type:
Talk
Event:
GTC Silicon Valley
Year:
2016
Session ID:
S6531
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Abstract:
CUDA debugging tools CUDA-GDB and CUDA-MEMCHECK provide a whole new feature set to help improve your CUDA application development cycle. This session is a detailed walk-through of the key debugger features and advanced techniques on using printf, CUDA-GDB and MEMCHECK together to improve overall code productivity on Linux and MacOS platforms.
CUDA debugging tools CUDA-GDB and CUDA-MEMCHECK provide a whole new feature set to help improve your CUDA application development cycle. This session is a detailed walk-through of the key debugger features and advanced techniques on using printf, CUDA-GDB and MEMCHECK together to improve overall code productivity on Linux and MacOS platforms.  Back
 
Topics:
Debugging Tools & Techniques
Type:
Tutorial
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4578
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Abstract:
Advance debugging techniques with CUDA-GDB and CUDA-MEMCHECK will be covered that can assist even the most advanced CUDA developer in locating program correctness issues.
Advance debugging techniques with CUDA-GDB and CUDA-MEMCHECK will be covered that can assist even the most advanced CUDA developer in locating program correctness issues.  Back
 
Topics:
Debugging Tools & Techniques
Type:
Talk
Event:
GTC Silicon Valley
Year:
2014
Session ID:
S4580
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Abstract:

This tutorial will cover basic CUDA debugging principles and strategies. We will explore common correctness bugs encountered by developers at all levels of experience, and demonstrate how the latest CUDA development tools provide simple, yet powerful, mechanisms to easily locate problematic regions in your code. Learn how to use the features built into Nsight Eclipse Edition, cuda-gdb, and cuda-memcheck to zero in on these errors and reduce debugging time and effort. This session will include a live demonstration using Nsight Eclipse Edition.

This tutorial will cover basic CUDA debugging principles and strategies. We will explore common correctness bugs encountered by developers at all levels of experience, and demonstrate how the latest CUDA development tools provide simple, yet powerful, mechanisms to easily locate problematic regions in your code. Learn how to use the features built into Nsight Eclipse Edition, cuda-gdb, and cuda-memcheck to zero in on these errors and reduce debugging time and effort. This session will include a live demonstration using Nsight Eclipse Edition.

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Topics:
Tools & Libraries
Type:
Tutorial
Event:
GTC Silicon Valley
Year:
2013
Session ID:
S3037
Streaming:
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Abstract:

This session will cover basic CUDA debugging principles and strategies. We will explore common correctness bugs encountered by developers at all levels of experience, and demonstrate how the latest CUDA development tools provide simple, yet powerful, mechanisms to easily locate problematic regions in your code. Learn how to use the features built into Nsight Eclipse Edition, cuda-gdb, and cuda-memcheck to zero in on these errors and reduce debugging time and effort.

This session will cover basic CUDA debugging principles and strategies. We will explore common correctness bugs encountered by developers at all levels of experience, and demonstrate how the latest CUDA development tools provide simple, yet powerful, mechanisms to easily locate problematic regions in your code. Learn how to use the features built into Nsight Eclipse Edition, cuda-gdb, and cuda-memcheck to zero in on these errors and reduce debugging time and effort.

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Topics:
Tools & Libraries
Type:
Talk
Event:
GTC Silicon Valley
Year:
2013
Session ID:
S3038
Streaming:
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