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Intel White Paper: Optimizing Media and Video Applications with Intel® VTune™ Profiler

Summary

Optimize modern media and video applications with Intel VTune Amplifier. This technical guide shows developers how to maximize performance by analyzing complex, heterogeneous hardware environments on Intel processors. It provides deep visualization of key components—including SIMD CPU cores, general-purpose OpenCL™ Execution Units (EUs), and dedicated fixed-function accelerators like Quick Sync Video. Use this tool to gain actionable insights into system bottlenecks, ensuring your code fully utilizes the diverse capabilities of advanced Intel hardware architectures.

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white paper Using Intel® VTune™ Amplifier to Optimize Media & Video Applications Access the power of Intel® Quick Sync Video (hardware-accelerated codecs) Visualize heterogeneous hardware operations to improve performance Introduction Intel® VTune™ Amplifier is an ideal software tool to help optimize your code for the amazing capabilities of Intel's hardware. This whitepaper focuses on how to use Intel® VTune™ (together with other Intel software tools) to understand performance issues in applications that access Intel® Quick Sync Video fixed function hardware via the Intel® Media SDK.

Where Intel® Processor Graphics is present, there are at least three different types of hardware accessible to developers:

1. SIMD CPU cores, programmed by a rich ecosystem of conventional languages. 2. General purpose EUs which can be programmed via heterogeneous languages like Open CL™. 3. Specialized/fixed function hardware for video codecs and image processing accessible by Intel Media SDK.

Many Intel processors contain CPU and GPU components

In the past, it was sufficient to focus on optimizing application CPU performance. Now, especially for video processing, if your application is not using processor graphics features, some performance capabilities are untapped. Many processors across Intel’s Atom™, Core™, and Xeon® product lines now have multiple components specialized for video and image processing tasks. Compartmentalizing work to fit the part of the architecture best suited for it is increasingly important since non-CPU components are a majority of total transistor count, die space, and capability for many systems. This puts more demands on developers to manage that complexity. Intel VTune Amplifier helps enable the transition to heterogeneous development by giving in-depth feedback on efficiency across all three types of hardware on the same timeline.

What is Intel® Quick Sync Video? Intel® Quick Sync Video refers to dedicated media processing capabilities of Intel® Processor Graphics Technology. The searchable processor specification list at ark.intel.com is the authoritative site for Intel processor capabilities. Look for Processor Graphics and Intel® Quick Sync Video (available as a technology filter). The Intel® Media Server Studio site has more info on hardware support including OEMS/ODMs platforms. What is the Intel® Media SDK? It is a cross-platform API that provides access to media accelerators for Intel CPU and GPUs, and is available as a free standalone tool for client applications, or bundled in the Intel® Media Server Studio for building data center and embedded media solutions and applications. The Intel Media Server Studio Professional Edition also includes Intel VTune Amplifier as part of the package.

Page Summary Contents For Intel White Paper: Optimizing Media and Video Applications with Intel® VTune™ Profiler

Page 1 white paper Using Intel® VTune™ Amplifier to Optimize Media & Video Applications Access the power of Intel® Quick Sync Video (hardware-accelerated codecs) Visualize heterogeneous hardware operatio...
Page 2 Familiar VTune Capabilities Extended for Hardware-accelerated Media Applications Intel VTune Amplifier is designed to let you see and understand the often complex interrelationships between heterogene...
Page 3 The combination of performance information from all compute engines in one interface and aligned on a common timeline is powerful. You get a unified dashboard for the whole processor  a view of all c...
Page 4 This combination means Intel GPUs have an ideal combination of features for video processing applications:  Hardware accelerated decode and encode for many popular codecs, now including HEVC/H.265, m...
Page 5 VDBOX (also known as Video Box) holds the fixed function hardware blocks for encode and decode. It is also sometimes referred to as MFX (multi-format video codec). Except for the low power/latency VDe...
Page 6 Video processing features mapped to GPU hardware components Enabling Intel Quick Sync Video Analysis in Intel VTune™ Amplifier There are just a few steps to get started. The flow described in this sec...
Page 7 For example, to measure system memory bandwidth statistics you can 'copy' the CPU bandwidth analysis presets: Then extend to GPU coverage in the next screen: Collecting data on these memory bandwidth ...
Page 8 example below, an expensive function is quickly located (left) and code-level analysis is just a few clicks away (right panel). For Intel Media SDK- optimized applications, the model is different. The...
Page 9 Initialization and main loop for a Media SDK transcode Using the pre-optimized high-level interface means that as applications move between machines (especially with different hardware generations) de...
Page 10 Heuristic Use video memory  Avoid CPU<->GPU raw frame copies  Run asynchronously  Minimize waits for non-GPU tasks  The following sections illustrate common scenarios where applications devi...
Page 11 The Write Raw Frame function's only job is to write the output of Media SDK decode to disk. Since it is running on the CPU side, VTune allows quickly clicking down to the code. First Write Section: mf...
Page 12 mfx Status Write Raw Frame(mfx Frame Surface1* p Surface, FILE* f Sink) mfx Frame Info* p Info = &p Surface->Info; mfx Frame Data* p Data = &p Surface->Data; mfx U32 i, j, h, w; mfx Stat...
Page 13 additional synchronization and moving raw frames to/from the CPU can be avoided. The efficient hardware- focused system perspective provided by VTune guides the analysis in the right direction. The pu...
Page 14 Example h264_qsv command line h264 tests are 1:N: This specifies one input (-i) and several parameter sequences ending with an output. Usually other steps like resize would be included, but for simpli...
Page 15 Memory bandwidth analysis (not shown) indicates that memory traffic is highly correlated to the CPU usage timeline above. Excessive CPU<->GPU copies increase CPU utilization. While Media SDK's i...
Page 16 In this case, the FFmpeg framework assumes serial operation. For Media SDK, this means extra synchronizations, and using single decode and encode stages as in the below diagram. GPU/CPU timeline for h...
Page 17 Best of both: Media SDK asynchronous pipeline integrated with FFmpeg container/audio Other integrations can use a similar approach. Start simply, with inefficient synchronous offloads of single operat...
Page 18 h264 tests are 1:N: sample_multi_transcode tests can be set up using the "par files" (files with parameters) using the sink/source syntax:. example par file: -i::h264 in.264 -o::sink -i::sou...
Page 19 Conclusion Intel® Quick Sync Video provides compelling performance for today's and tomorrow's rapidly increasing media workloads. Intel® VTune™ Amplifier can help identify how to make full use of the ...
Page 20 Notices Software and workloads used in performance tests may have been optimized for performance only on Intel microprocessors. Performance tests, such as SYSmark and Mobile Mark, are measured using s...

Manual Details

Brand Intel
Pages 20
File Size 1.86 MB
Published June 03, 2026
52 views

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Frequently Asked Questions

What is Intel VTune Amplifier primarily used for in media applications?

It helps optimize code by analyzing performance across various hardware components, including SIMD CPU cores, OpenCL EUs, and fixed function video accelerators.

How does the text describe Quick Sync Video capabilities?

Quick Sync Video refers to dedicated media processing capabilities of Intel Processor Graphics Technology.

What is required to visualize heterogeneous activity in VTune Amplifier?

The searchable processor specification list at ark.intel.com is the authoritative site for Intel processor capabilities.