rocprofiler

ROCProfiler API Specification

Introduction

The ROCProfiler library provides GPU Applications Profiling/Tracing APIs. The API offers functionality for profiling GPU applications in kernel, application and user mode. It also supports no replay mode and provides the records pool support through a simple sequence of calls. This enables users to profile and trace in easy small steps. Our samples code provides good examples on how to use the API calls for both profiling and tracing.

Supported AMD GPU Architectures

The following AMD GPU architectures are supported:

• gfx900 (AMD Vega 10)
• gfx906 (AMD Vega 7nm also referred to as AMD Vega 20)
• gfx908 (AMD Instinct™ MI100 accelerator)
• gfx90a (Aldebaran)
• gfx94x (AMD Instinct™ MI300)
• gfx1010 (Navi10)
• gfx1011 (Navi12)
• gfx1012 (Navi14)
• gfx1030 (Sienna Cichlid)
• gfx1031 (Navy Flounder)
• gfx1032 (Dimgrey Cavefish)
• gfx1100 (Navi31) For more information about the AMD ROCm ecosystem, please refer to:
• https://docs.amd.com/

Known Limitations and Restrictions

The AMD Profiler API library implementation currently has the following restrictions. Future releases aim to address these restrictions.

1. The following profiling modes are not yet implemented:
   • ::ROCPROFILER_APPLICATION_REPLAY_MODE
   • ::ROCPROFILER_USER_REPLAY_MODE
2. While setting filters, properties can mix up and may produce undesirable results.

References

1. Advanced Micro Devices: www.amd.com
2. AMD ROCm Ecosystem: docs.amd.com

Legal Disclaimer and Copyright Information

AMD ROCm software is made available by Advanced Micro Devices, Inc. under the open source license identified in the top-level directory for the library in the repository on Github.com (Portions of AMD ROCm software are licensed under MITx11 and UIL/NCSA. For more information on the license, review the license.txt in the top-level directory for the library on Github.com). The additional terms and conditions below apply to your use of AMD ROCm technical documentation.

©2019-2023 Advanced Micro Devices, Inc. All rights reserved.

The information presented in this document is for informational purposes only and may contain technical inaccuracies, omissions, and typographical errors. The information contained herein is subject to change and may be rendered inaccurate for many reasons, including but not limited to product and roadmap changes, component and motherboard version changes, new model and/or product releases, product differences between differing manufacturers, software changes, BIOS flashes, firmware upgrades, or the like. Any computer system has risks of security vulnerabilities that cannot be completely prevented or mitigated. AMD assumes no obligation to update or otherwise correct or revise this information. However, AMD reserves the right to revise this information and to make changes from time to time to the content hereof without obligation of AMD to notify any person of such revisions or changes.

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This document is going to discuss the following:

1. Symbol Versions
2. Library Versioning
3. Status Codes
4. General ROCProfiler Requirements
5. Timestamp Operations
6. General Records Type
   • Agents(AMD CPU/GPU) Handling
   • Queues(AMD HSA QUEUES) Handling
   • Kernels Handling
7. Profiling Part Handling
   • Counter Collection Handling
8. Tracer Part Handling
   • roctx_tracer_api_data_group
   • hsa_tracer_api_data_group
   • hip_tracer_api_data_group
9. Memory Storage Buffer
10. ROCProfiler Sessions
    • Session Filters Handling
    • session_range_group
    • session_user_replay_pass_group
11. Device Profiling API
12. rocprofiler_plugins