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Roopa Malavally
d85d330f17 Update README.md 2020-04-01 16:16:14 -07:00
Roopa Malavally
c3efbe0263 Update version_history.md 2020-04-01 16:00:18 -07:00
Roopa Malavally
e72d9d16f2 Update README.md 2020-04-01 15:58:27 -07:00
Aditya Lad
d6ebde1c2b Merge pull request #1066 from adilad/master
ROCm release 3.3 Manifest File
2020-04-01 15:49:26 -07:00
Lad, Aditya
c270440e1d ROCm release 3.3 Manifest File 2020-04-01 18:41:52 -04:00
Aditya Lad
87212e992e Merge pull request #1065 from Rmalavally/master
v3.3 Release Updates
2020-04-01 15:35:21 -07:00
Roopa Malavally
b9f3ba6cda Update README.md 2020-04-01 15:30:23 -07:00
Roopa Malavally
befa37295e Update README.md 2020-04-01 15:21:17 -07:00
Roopa Malavally
6e957870bd Add files via upload 2020-04-01 13:17:22 -07:00
Roopa Malavally
6906210c51 Delete Versionchange1.png 2020-04-01 13:14:17 -07:00
Roopa Malavally
88a2c6a311 Update version_history.md 2020-04-01 13:13:12 -07:00
Roopa Malavally
10366c7bae Update README.md 2020-04-01 13:11:04 -07:00
Roopa Malavally
613020c029 Update README.md 2020-04-01 13:08:37 -07:00
Roopa Malavally
bbf233a8a0 Update README.md 2020-04-01 12:57:25 -07:00
Roopa Malavally
6dfc3154dc Update README.md 2020-04-01 12:56:12 -07:00
Roopa Malavally
f38ab28a19 Update README.md 2020-04-01 12:53:43 -07:00
Roopa Malavally
5aa6de9001 Update README.md 2020-04-01 12:44:59 -07:00
Roopa Malavally
45bc0b6e8f Update README.md 2020-04-01 12:29:24 -07:00
Roopa Malavally
46fe870c8d Update README.md 2020-04-01 12:22:14 -07:00
Roopa Malavally
2d3d61969f Update README.md 2020-04-01 12:18:50 -07:00
Roopa Malavally
6d9651756c Update README.md 2020-04-01 11:04:08 -07:00
Roopa Malavally
435eee1860 Update README.md 2020-04-01 11:03:31 -07:00
Roopa Malavally
ca7d03f4a6 Update README.md 2020-04-01 10:58:44 -07:00
Roopa Malavally
aa48cad227 Update README.md 2020-04-01 10:53:25 -07:00
Roopa Malavally
2f3d09e898 Update README.md 2020-04-01 10:52:48 -07:00
Roopa Malavally
82ecac74bb Update README.md 2020-04-01 10:39:58 -07:00
Roopa Malavally
d693175b09 Add files via upload 2020-04-01 10:21:24 -07:00
Roopa Malavally
293b24d915 Update README.md 2020-03-31 19:22:33 -07:00
Roopa Malavally
950874f674 Delete AMD_ROCm_Release_Notes_v3.1.pdf 2020-03-31 19:21:56 -07:00
Roopa Malavally
34586f3bd4 Delete AMD_ROCm_Release_Notes_v3.1.1.pdf 2020-03-31 19:21:36 -07:00
Roopa Malavally
39790b6ea4 Delete AMD_ROCm_QuickStart_Installation_Guide_v3.1.pdf 2020-03-31 19:21:18 -07:00
Roopa Malavally
b6bf0086d0 Update README.md 2020-03-17 21:19:58 -07:00
Roopa Malavally
c81f5e59cf Update README.md 2020-03-17 05:54:26 -07:00
Roopa Malavally
353f901378 Update README.md 2020-03-17 05:53:41 -07:00
zhang2amd
21e76e3fa5 Update HIP tag for 3.1.1 point release. 2020-03-13 10:25:29 -07:00
Roopa Malavally
488b62219f Add files via upload 2020-03-12 20:27:43 -07:00
Roopa Malavally
1a5a5efbd3 Update README.md 2020-03-03 15:30:31 -08:00
Lad, Aditya
f69a8c19e5 revision update 2020-02-28 13:21:56 -05:00
Aditya Lad
6eb53b9931 ROCm Release 3.1 Documentation (#1027)
* release 3.1 documentation

* Delete AMD_ROCm_Release_Notes_v3.0.pdf

* Delete AMD_ROCm_Release_Notes_v3.1.pdf

* Add files via upload
2020-02-27 16:30:46 -08:00
Aditya Lad
4bfa3780e3 Merge pull request #1024 from adilad/master
ROCm 3.1 Release manifest
2020-02-27 15:50:27 -08:00
Lad, Aditya
c159d23e3c ROCm 3.1 Release manifest 2020-02-27 17:27:41 -05:00
Roopa Malavally
fb1709623b Update README.md 2020-02-19 11:50:38 -08:00
Roopa Malavally
e853bbe63d Update README.md 2020-02-19 11:46:55 -08:00
Roopa Malavally
657ed79dee Update README.md 2020-02-19 11:45:28 -08:00
Paul Fultz II
da8a01deb0 Use correct revision for AMDMIGraphX 2020-02-15 13:50:37 -06:00
Roopa Malavally
fbdfeecd14 Update README.md 2020-02-10 18:03:58 -08:00
Roopa Malavally
c524da62f0 Update README.md 2020-02-10 16:42:26 -08:00
Roopa Malavally
854b2278e9 Update README.md 2020-02-10 13:57:20 -08:00
Roopa Malavally
b00a2885ea Update README.md 2020-02-10 13:32:26 -08:00
Rmalavally
0e53cfa829 Update for ROCm v3.0 (#975) 2019-12-19 16:35:29 -08:00
Aditya Lad
fef7342549 Update default.xml for ROCm3.0 (#974)
* ROCm Release 3.0

* rocm_smi_lib changes

* Adding AOMP projects

Co-authored-by: adilad7 <46574164+adilad7@users.noreply.github.com>
2019-12-19 16:29:44 -08:00
zhang2amd
f6565e7f3f Merge pull request #956 from chauthai/Update-README-Ubuntu-Install
Update README.md
2019-12-19 09:30:15 -08:00
Rmalavally
c56404399b Merge branch 'master' into master 2019-12-18 17:00:40 -08:00
Rmalavally
664311f4fe Add files via upload 2019-12-18 16:32:05 -08:00
Rmalavally
f45bfbfeed Update README.md 2019-12-18 16:28:37 -08:00
Konstantin Zhuravlyov
f00e4fdf7b Merge pull request #971 from RadeonOpenCompute/kzhuravl-monorepo-switch
Switch LLVM and OCL components to monorepo
2019-12-18 13:44:16 -05:00
Konstantin Zhuravlyov
ae5f7d7be9 LLVM monorepo switch #2
- Remove nested compiler projects under ROCm-OpenCL-Runtime
2019-12-17 23:54:01 -05:00
Konstantin Zhuravlyov
720760ad63 LLVM monorepo switch #1
- Switch AMDGPU LLVM compiler to monorepo
  - Update LLVM and ROCm-Device-Libs to roc-ocl-3.0.0
2019-12-17 23:49:51 -05:00
zhang2amd
b8a0a90287 Merge pull request #921 from RadeonOpenCompute/zhang2amd-patch-package
Update package structure.
2019-12-05 16:32:02 -08:00
Chau Thai
73ed1122fa Fixed typos 2019-12-03 18:50:37 +01:00
Chau Thai
d50a208edd Fixed sudo sudo issue 2019-12-02 23:18:59 +01:00
Chau Thai
720c7cddc7 Update README.md
Fixed wget command to add `rocm.gpg.key` to sources.list.
2019-12-01 19:11:09 +01:00
Rmalavally
586a57823a Update README.md 2019-11-28 11:54:52 -08:00
Rmalavally
c546c5fe3c Update README.md 2019-11-28 11:45:11 -08:00
Rmalavally
a3ce396048 Add files via upload 2019-11-27 11:03:55 -08:00
Rmalavally
51a22a97f9 Add files via upload 2019-11-27 10:53:29 -08:00
Rmalavally
72ddeef85b Update README.md 2019-11-27 10:51:59 -08:00
Aakash Sudhanwa
6cafd3b8fd Updated release notes for ROCm 2.10 2019-11-27 10:47:55 -08:00
Rmalavally
111f8e8409 Add files via upload 2019-11-27 10:40:24 -08:00
Rmalavally
27bc1477f1 Update README.md 2019-11-27 10:38:38 -08:00
Rmalavally
edc179783c Update README.md 2019-11-26 11:18:01 -08:00
Aakash Sudhanwa
65f1d2ee30 Removed duplicates 2019-11-25 21:07:47 -08:00
Aakash Sudhanwa
21cc30341c Release Notes 2.10 (#948)
* default.xml: ROCm Rel 2.10

* Release Notes

* Rename Release nodes pdf
2019-11-25 20:59:05 -08:00
Rmalavally
8fac5002c4 Update README.md 2019-11-25 20:04:06 -08:00
Rmalavally
77764b4887 Update README.md 2019-11-25 20:01:18 -08:00
Rmalavally
b952ebd666 Update README.md 2019-11-25 19:57:46 -08:00
Aakash Sudhanwa
107bbd8abc ROCm Release 2.10 (#947)
* default.xml: ROCm Rel 2.10

* Release Notes
2019-11-25 19:53:01 -08:00
Rmalavally
77e77172a4 ROCm Release Notes Version 2.10 (#946)
* Update README.md

* Update README.md

* Add files via upload

* Delete MLSE_Release_Notes_v2.10_v2.pdf

* Add files via upload

* Create release notes for rocm 2.10 and archive folder.

Signed-off-by: Cole Nelson <cole.nelson@amd.com>

* Delete MLSE_Release_Notes_v2.10_v2.pdf

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Add files via upload

* Add files via upload

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* Add files via upload

* Add files via upload

* Delete MLSE_Release_Notes_v2.10_v2.pdf

* Add files via upload

* Delete MLSE_Release_Notes_v2.10_v2.pdf

* Delete AMDLogo.png

* Delete LegalGPUformatted.png

* Update README.md

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2019-11-25 17:35:39 -08:00
Rmalavally
db6dbdcc7a Merge branch 'master' into master 2019-11-25 17:34:45 -08:00
Rmalavally
924f08a6af Update README.md 2019-11-25 17:30:59 -08:00
Rmalavally
9406a51332 Update README.md 2019-11-25 17:29:37 -08:00
Rmalavally
c76270cb72 Update README.md 2019-11-25 17:28:21 -08:00
Rmalavally
5a82caca04 Update README.md 2019-11-25 17:25:48 -08:00
Rmalavally
f0d15004a0 ROCm Release Notes Version 2.10 (#945)
* Update README.md
2019-11-25 17:22:24 -08:00
Rmalavally
6a4ae7c703 Merge branch 'master' into master 2019-11-25 17:20:51 -08:00
Rmalavally
f49275a805 Update README.md 2019-11-25 17:14:52 -08:00
Rmalavally
93858f653b Links 2019-11-25 17:12:28 -08:00
Rmalavally
2a1c123ad8 Update README.md 2019-11-25 17:08:20 -08:00
Rmalavally
7676103619 Update README.md 2019-11-25 17:07:43 -08:00
Rmalavally
202562d9fe Update README.md 2019-11-25 17:07:02 -08:00
Rmalavally
c10e1fcfe2 Update README.md 2019-11-25 17:06:16 -08:00
Rmalavally
a298b06a72 Update README.md 2019-11-25 17:05:46 -08:00
Rmalavally
2f9e5b68e7 Update README.md 2019-11-25 17:03:56 -08:00
Aakash Sudhanwa
a899984e4e default.xml: ROCm Release Version 2.10 (#944) 2019-11-25 17:03:19 -08:00
Rmalavally
ccfe2f1a34 Update README.md 2019-11-25 16:47:24 -08:00
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09196ba787 Update README.md 2019-11-25 16:45:54 -08:00
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caead32d16 Update README.md 2019-11-25 16:42:52 -08:00
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75d01b3a23 Update README.md 2019-11-25 16:39:41 -08:00
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6e3be7651a Update README.md 2019-11-25 16:39:01 -08:00
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af5b8e1b93 Update README.md 2019-11-25 16:34:41 -08:00
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b7e9232861 Update README.md 2019-11-25 16:32:13 -08:00
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dd86238927 Update README.md 2019-11-25 16:29:29 -08:00
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150d8a89da Update README.md 2019-11-25 16:20:47 -08:00
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ca1f7bc166 Update README.md 2019-11-25 16:18:47 -08:00
Rmalavally
a0773a297a Update README.md 2019-11-25 16:14:36 -08:00
Rmalavally
b421b06456 Update README.md 2019-11-25 16:02:01 -08:00
Rmalavally
754ebcec86 Updated version for components and libraries 2019-11-25 15:45:09 -08:00
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27daab068e Update README.md 2019-11-25 15:39:52 -08:00
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Rmalavally
29576d17a3 Update version_history.md 2019-11-25 15:14:02 -08:00
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92a74beed5 Update version_history.md 2019-11-25 15:13:38 -08:00
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Aakash Sudhanwa
886af2c92f Merge branch 'master' into master 2019-11-25 13:04:01 -08:00
Rmalavally
7370793bc7 Update README.md 2019-11-25 12:59:53 -08:00
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929f927ada Update README.md 2019-11-16 17:26:35 -08:00
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e0043fa0a1 Delete LegalGPUformatted.png 2019-11-16 17:24:45 -08:00
Rmalavally
354d8b5615 Delete AMDLogo.png 2019-11-16 17:24:33 -08:00
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aa17cc4dd0 Delete MLSE_Release_Notes_v2.10_v2.pdf 2019-11-16 17:24:13 -08:00
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c73d4777b9 Add files via upload 2019-11-16 17:22:13 -08:00
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cd0a756584 Delete MLSE_Release_Notes_v2.10_v2.pdf 2019-11-16 17:21:51 -08:00
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c67e8b1e2f Delete MLSE_Release_Notes_v2.10_v2.pdf 2019-11-15 12:06:36 -08:00
Cole Nelson
3ec6301df1 Create release notes for rocm 2.10 and archive folder.
Signed-off-by: Cole Nelson <cole.nelson@amd.com>
2019-11-15 11:38:33 -08:00
Rmalavally
dffe4ff850 Add files via upload 2019-11-15 11:09:21 -08:00
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77d20a4b1d Delete MLSE_Release_Notes_v2.10_v2.pdf 2019-11-15 10:45:22 -08:00
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7c52f68bd4 Add files via upload 2019-11-15 10:43:55 -08:00
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e8c598d156 Update README.md 2019-11-14 22:22:38 -08:00
zhang2amd
e9490d3a0b Make the package list alphabetical 2019-11-06 11:22:54 -08:00
searlmc1
afa76ba6a4 Merge pull request #922 from RadeonOpenCompute/searlmc1-patch-1
Update README.md
2019-10-25 16:05:29 -07:00
searlmc1
da16cd49f3 Update README.md
Remove mention of a crufty project
2019-10-25 14:07:39 -07:00
zhang2amd
67a3649dce Update package structure. 2019-10-25 11:35:13 -07:00
Aakash Sudhanwa
33b01a9d73 Update deault.xml for 2.9 2019-10-04 17:02:30 -07:00
Aakash Sudhanwa
6df6f25b24 ROCm 2.9 release 2019-10-04 14:54:23 -07:00
Aakash Sudhanwa
06b723a026 Merge pull request #8 from RadeonOpenCompute/master
2.8 Release
2019-10-04 13:48:08 -07:00
Aakash Sudhanwa
664d08dd66 ROCm 2.8.0 2019-09-27 13:18:08 -07:00
Aakash Sudhanwa
9c038ae6cd ROCm 2.8.0 2019-09-27 13:12:12 -07:00
Aakash Sudhanwa
8b11d2d51c Merge pull request #7 from RadeonOpenCompute/master
Updates for ROCm 2.7.2
2019-09-27 11:58:32 -07:00
Aakash Sudhanwa
cd0c1a7158 ROCm-2.7.2 2019-09-13 17:32:08 -07:00
Aakash Sudhanwa
c135c6ca16 ROCm-2.7.2 2019-09-13 17:29:48 -07:00
Aakash Sudhanwa
29398068cb ROCm-2.7.2 2019-09-13 17:27:48 -07:00
Aakash Sudhanwa
36f1dc6467 ROCm-2.7.2 2019-09-13 17:25:41 -07:00
Aakash Sudhanwa
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# AMD ROCm Release Notes v3.3.0
This page describes the features, fixed issues, and information about downloading and installing the ROCm software.
It also covers known issues and deprecated features in the ROCm v3.3 release.
## Are You Ready to ROCK?
The ROCm Platform brings a rich foundation to advanced computing by seamlessly integrating the CPU and GPU with the goal of solving real-world problems.
This software enables the high-performance operation of AMD GPUs for computation oriented tasks in the Linux operating system.
Please refer the ROCm Documentation [here](https://rocm-documentation.readthedocs.io/en/latest/index.html).
### Current ROCm Version: 2.9
- [New features and enhancements in ROCm 2.9](#new-features-and-enhancements-in-rocm-29)
- [The latest ROCm platform - ROCm 2.9](#the-latest-rocm-platform-rocm-29)
- [Hardware Support](#hardware-support)
* [Supported GPUs](#supported-gpus)
* [Supported CPUs](#supported-cpus)
* [Not supported or limited support under ROCm](#not-supported-or-limited-support-under-rocm)
- [Supported Operating Systems](#supported-operating-systems-new-operating-systems-available)
* [ROCm support in upstream Linux kernels](#rocm-support-in-upstream-linux-kernels)
- [Installing from AMD ROCm repositories](#installing-from-amd-rocm-repositories)
* [ROCm Binary Package Structure](#rocm-binary-package-structure)
* [Ubuntu Support - installing from a Debian repository](#ubuntu-support-installing-from-a-debian-repository)
* [CentOS/RHEL 7 (7.6) Support](#centosrhel-7-76-support)
- [Known issues / workarounds](#known-issues-workarounds)
- [Closed source components](#closed-source-components)
- [Getting ROCm source code](#getting-rocm-source-code)
* [Installing repo](#installing-repo)
* [Downloading the ROCm source code](#downloading-the-rocm-source-code)
* [Building the ROCm source code](#building-the-rocm-source-code)
- [Deprecation Notice](#deprecation-notice-hcc)
- [Final notes](#final-notes)
- [What Is ROCm?](#What-Is-ROCm)
* [ROCm Components](#ROCm-Components)
* [Supported Operating Systems](#Supported-Operating-Systems)
* [Important ROCm Links](#Important-ROCm-Links)
- [What\'s New in This Release](#Whats-New-in-This-Release)
* [Multi Version Installation](#Multi-Version-Installation)
* [GPU Process Information](#GPU-Process-Information)
* [Support for 3D Pooling Layers](#Support-for-3D-Pooling-Layers)
* [ONNX Enhancements](#ONNX-Enhancements)
- [Deploying ROCm](#Deploying-ROCm)
- [Deprecations in This Release](#Deprecations-in-This-Release)
* [Code Object Manager (Comgr) Functions](#Code-Object-Manager-(Comgr)-Functions)
### New features and enhancements in ROCm 2.9
- [Hardware and Software Support](#Hardware-and-Software-Support)
- [Machine Learning and High Performance Computing Software Stack for AMD GPU](#Machine-Learning-and-High-Performance-Computing-Software-Stack-for-AMD-GPU)
* [ROCm Binary Package Structure](#ROCm-Binary-Package-Structure)
* [ROCm Platform Packages](#ROCm-Platform-Packages)
#### Initial release for Radeon Augmentation Library(RALI)
The AMD Radeon Augmentation Library (RALI) is designed to efficiently decode and process images from a variety of storage formats and modify them through a processing graph programmable by the user. RALI currently provides C API.
## What Is ROCm?
ROCm is designed to be a universal platform for gpu-accelerated computing. This modular design allows hardware vendors to build drivers that support the ROCm framework. ROCm is also designed to integrate multiple programming languages and makes it easy to add support for other languages.
#### Quantization in MIGraphX v0.4
MIGraphX 0.4 introduces support for fp16 and int8 quantization. For additional details, as well as other new MIGraphX features, see [MIGraphX documentation](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/wiki/Getting-started:-using-the-new-features-of-MIGraphX-0.4).
#### rocSparse csrgemm
csrgemm enables the user to perform matrix-matrix multiplication with two sparse matrices in CSR format.
#### Singularity Support
ROCm 2.9 adds support for Singularity container version 2.5.2.
#### Initial release of rocTX
ROCm 2.9 introduces rocTX, which provides a C API for code markup for performance profiling. This initial release of rocTX supports annotation of code ranges and ASCII markers. For an example, see this [code](https://github.com/ROCm-Developer-Tools/roctracer/blob/amd-master/test/MatrixTranspose_test/MatrixTranspose.cpp).
#### Added support for Ubuntu 18.04.3
Ubuntu 18.04.3 is now supported in ROCm 2.9.
Note: You can also clone the source code for individual ROCm components from the GitHub repositories.
Features and enhancements introduced in previous versions of ROCm can be found in [version_history.md](version_history.md)
### ROCm Components
The following components for the ROCm platform are released and available for the v3.3
release:
### The latest ROCm platform - ROCm 2.9
• Drivers
The latest supported version of the drivers, tools, libraries and source code for the ROCm platform have been released and are available from the following GitHub repositories:
• Tools
* ROCm Core Components
- [ROCk Kernel Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-2.9.0)
- [ROCr Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/roc-2.9.0)
- [ROCt Thunk Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-2.9.0)
* ROCm Support Software
- [ROCm SMI](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-2.9.0)
- [ROCm cmake](https://github.com/RadeonOpenCompute/rocm-cmake/tree/roc-2.9.0)
- [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/tree/roc-2.9.0)
- [ROCm Bandwidth Test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/tree/roc-2.9.0)
* ROCm Development Tools
- [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/roc-hcc-2.9.0)
- [HIP](https://github.com/ROCm-Developer-Tools/HIP/tree/roc-2.9.0)
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-hcc-2.9.0)
- ROCm OpenCL, which is created from the following components:
- [ROCm OpenCL Runtime](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/tree/roc-2.9.0)
- [ROCm OpenCL Driver](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Driver/tree/roc-2.9.0)
- The ROCm OpenCL compiler, which is created from the following components:
- [ROCm LLVM OCL](http://github.com/RadeonOpenCompute/llvm/tree/roc-ocl-2.9.0)
- [ROCm LLVM HCC](http://github.com/RadeonOpenCompute/llvm/tree/roc-hcc-2.9.0)
- [ROCm Clang](http://github.com/RadeonOpenCompute/clang/tree/roc-2.9.0)
- [ROCm lld OCL](http://github.com/RadeonOpenCompute/lld/tree/roc-ocl-2.9.0)
- [ROCm lld HCC](http://github.com/RadeonOpenCompute/lld/tree/roc-hcc-2.9.0)
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-2.9.x)
- [ROCM Clang-OCL Kernel Compiler](https://github.com/RadeonOpenCompute/clang-ocl/tree/roc-2.9.0)
- [Asynchronous Task and Memory Interface (ATMI)](https://github.com/RadeonOpenCompute/atmi/tree/rocm_2.9.0)
- [ROCr Debug Agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/tree/roc-2.9.0)
- [ROCm Code Object Manager](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/tree/roc-2.9.0)
- [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler/tree/roc-2.9.0)
- [ROC Tracer](https://github.com/ROCm-Developer-Tools/roctracer/tree/roc-2.9.x)
- [Radeon Compute Profiler](https://github.com/GPUOpen-Tools/RCP/tree/3a49405)
- Example Applications:
- [HCC Examples](https://github.com/ROCm-Developer-Tools/HCC-Example-Application/tree/ffd65333)
- [HIP Examples](https://github.com/ROCm-Developer-Tools/HIP-Examples/tree/roc-2.9.0)
* ROCm Libraries
- [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/tree/rocm-2.9)
- [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/tree/rocm-2.9)
- [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/tree/rocm-2.9)
- [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/tree/2.9.0)
- [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/tree/rocm-2.9)
- [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/tree/rocm-2.9)
- [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/tree/rocm-2.9)
- [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/tree/6275a879)
- [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/tree/roc-2.9.0)
- [rocThrust](https://github.com/ROCmSoftwarePlatform/rocThrust/tree/2.9.0)
- [ROCm SMI Lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/tree/roc-2.9.0)
- [RCCL](https://github.com/ROCmSoftwarePlatform/rccl/tree/2.9.0)
- [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/1.3.0)
- [hipCUB](https://github.com/ROCmSoftwarePlatform/hipCUB/tree/2.9.0)
• Libraries
### Hardware Support
• Source Code
You can access the latest supported version of drivers, tools, libraries, and source code for the ROCm platform at the following location:
https://github.com/RadeonOpenCompute/ROCm
### Supported Operating Systems
The ROCm v3.3.x platform is designed to support the following operating systems:
* Ubuntu 16.04.6 (Kernel 4.15) and 18.04.4 (Kernel 5.3)
* CentOS v7.7 (Using devtoolset-7 runtime support)
* RHEL v7.7 (Using devtoolset-7 runtime support)
* SLES 15 SP1
### Important ROCm Links
Access the following links for more information on:
* ROCm documentation, see
https://rocm-documentation.readthedocs.io/en/latest/index.html
* ROCm Release Notes
https://rocm-documentation.readthedocs.io/en/latest/Current_Release_Notes/Current-Release-Notes.html
* ROCm QuickStart Installation Guide, see
https://rocm-documentation.readthedocs.io/en/latest/Installation_Guide/Installation-Guide.html
* ROCm binary structure, see
https://rocm-documentation.readthedocs.io/en/latest/Installation_Guide/Installation-Guide.html#rocm-platform-packages
* Instructions to install PyTorch after ROCm is installed https://rocm-documentation.readthedocs.io/en/latest/Deep_learning/Deep-learning.html#pytorch
Note: These instructions reference the rocm/pytorch:rocm3.0_ubuntu16.04_py2.7_pytorch image. However, you can substitute the Ubuntu 18.04 image listed at https://hub.docker.com/r/rocm/pytorch/tags
## What\'s New in This Release
### Multi Version Installation
Users can install and access multiple versions of the ROCm toolkit simultaneously.
Previously, users could install only a single version of the ROCm toolkit.
Now, users have the option to install multiple versions simultaneously and toggle to the desired version of the ROCm toolkit. From the v3.3 release, multiple versions of ROCm packages can be installed in the */opt/rocm-<version>* folder.
**Prerequisites**
Ensure the existing installations of ROCm, including/opt/rocm, are completely removed before the v3.3 ROCm toolkit installation. The ROCm v3.3 package requires a clean installation.
* To install a single instance of ROCm, use the rocm-dkms or rocm-dev packages to install all the required components. This creates a symbolic link /opt/rocm pointing to the corresponding version of ROCm installed on the system.
* To install individual ROCm components, create the /opt/rocm symbolic link pointing to the version of ROCm installed on the system.
For example, # ln -s /opt/rocm-3.3.0 /opt/rocm
* To install multiple instance ROCm packages, create /opt/rocm symbolic link pointing to the version of ROCm installed/used on the system.
For example, # ln -s /opt/rocm-3.3.0 /opt/rocm
**NOTE**: The Kernel Fusion Driver (KFD) must be compatible with all versions of the ROCm software installed on the system.
**Before You Begin**
Review the following important notes:
Single Version Installation
To install a single instance of the ROCm package, access the non-versioned packages. You must not install any components from the multi-instance set.
For example,
* rocm-dkms
* rocm-dev
* hip
A fresh installation or an upgrade of the single-version installation will remove the existing version completely and install the new version in the */opt/rocm-<version>* folder.
![ScreenShot](singleinstance.png)
**Multi-version Installation**
* To install a multi-instance of the ROCm package, access the versioned packages and components.
For example,
* rocm-dkms3.3.0
* rocm-dev3.3.0
* hip3.3.0
* The new multi-instance package enables you to install two versions of the ROCm toolkit simultaneously and provides the ability to toggle between the two versioned packages.
* The ROCm-DEV package does not create symlinks
* Users must create symlinks if required
* Multi-version installation with previous ROCm versions is not supported
* Kernel Fusion Driver (KFD) must be compatible with all versions of ROCm installations
![ScreenShot](MultiIns.png)
**IMPORTANT**: A single instance ROCm package cannot co-exist with the multi-instance package.
**NOTE**: The multi-instance installation applies only to ROCm v3.3 and above. This package requires a fresh installation after the complete removal of existing ROCm packages. **The multi-version installation is not backward compatible.**
## GPU Process Information
A new functionality to display process information for GPUs is available in this release. For example, you can view the process details to determine if the GPU(s) must be reset.
To display the GPU process details, you can:
* Invoke the API
or
* Use the Command Line Interface (CLI)
For more details about the API and the command instructions, see
https://github.com/RadeonOpenCompute/rocm_smi_lib/blob/master/docs/ROCm_SMI_Manual.pdf
## Support for 3D Pooling Layers
AMD ROCm is enhanced to include support for 3D pooling layers. The implementation of 3D pooling layers now allows users to run 3D convolutional networks, such as ResNext3D, on AMD Radeon Instinct GPUs.
## ONNX Enhancements
Open Neural Network eXchange (ONNX) is a widely-used neural net exchange format. The AMD model compiler & optimizer support the pre-trained models in ONNX, NNEF, & Caffe formats. Currently, ONNX versions 1.3 and below are supported.
The AMD Neural Net Intermediate Representation (NNIR) is enhanced to handle the rapidly changing ONNX versions and its layers.
![ScreenShot](onnx.png)
For more details about AMD support for ONNX and ISV samples, see
https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/master/model_compiler
## Deploying ROCm
AMD hosts both Debian and RPM repositories for the ROCm v3.3.0x packages.
The following directions show how to install ROCm on supported Debian-based systems such as Ubuntu 18.04.x.
Note: These directions may not work as written on unsupported Debian-based distributions. For example, newer versions of Ubuntu may not be compatible with the rock-dkms kernel driver. In this case, you can exclude the rocm-dkms and rock-dkms packages.
For more information on ROCM installation on all platforms, see
https://rocm-documentation.readthedocs.io/en/latest/Installation_Guide/Installation-Guide.html
## Deprecations in This Release
### Code Object Manager (Comgr) Functions
The following Code Object Manager (Comgr) functions are deprecated.
* `amd_comgr_action_info_set_options`
* `amd_comgr_action_info_get_options`
These functions were originally deprecated in version 1.3 of the Comgr library as they no longer support options with embedded spaces.
The deprecated functions are now replaced with the array-oriented options API, which includes
* `amd_comgr_action_info_set_option_list`
* `amd_comgr_action_info_get_option_list_count`
* `amd_comgr_action_info_get_option_list_item`
## Hardware and Software Support
ROCm is focused on using AMD GPUs to accelerate computational tasks such as machine learning, engineering workloads, and scientific computing.
In order to focus our development efforts on these domains of interest, ROCm supports a targeted set of hardware configurations which are detailed further in this section.
@@ -162,7 +280,7 @@ GFX9 GPUs can now be run on CPUs without PCIe atomics and on older PCIe generati
This is not supported on GPUs below GFX9, e.g. GFX8 cards in the Fiji and Polaris families.
If you are using any PCIe switches in your system, please note that PCIe Atomics are only supported on some switches, such as Broadcom PLX.
When you install your GPUs, make sure you install them in a PCIe 3.0 x16, x8, x4, or x1 slot attached either directly to the CPU's Root I/O controller or via a PCIe switch directly attached to the CPU's Root I/O controller.
When you install your GPUs, make sure you install them in a PCIe 3.1.0 x16, x8, x4, or x1 slot attached either directly to the CPU's Root I/O controller or via a PCIe switch directly attached to the CPU's Root I/O controller.
In our experience, many issues stem from trying to use consumer motherboards which provide physical x16 connectors that are electrically connected as e.g. PCIe 2.0 x4, PCIe slots connected via the Southbridge PCIe I/O controller, or PCIe slots connected through a PCIe switch that does
not support PCIe atomics.
@@ -180,7 +298,7 @@ from the list provided above for compatibility purposes.
##### Limited support
* ROCm 2.9.x should support PCIe 2.0 enabled CPUs such as the AMD Opteron, Phenom, Phenom II, Athlon, Athlon X2, Athlon II and older Intel Xeon and Intel Core Architecture and Pentium CPUs. However, we have done very limited testing on these configurations, since our test farm has been catering to CPUs listed above. This is where we need community support. _If you find problems on such setups, please report these issues_.
* Thunderbolt 1, 2, and 3 enabled breakout boxes should now be able to work with ROCm. Thunderbolt 1 and 2 are PCIe 2.0 based, and thus are only supported with GPUs that do not require PCIe 3.0 atomics (e.g. Vega 10). However, we have done no testing on this configuration and would need community support due to limited access to this type of equipment.
* Thunderbolt 1, 2, and 3 enabled breakout boxes should now be able to work with ROCm. Thunderbolt 1 and 2 are PCIe 2.0 based, and thus are only supported with GPUs that do not require PCIe 3.1.0 atomics (e.g. Vega 10). However, we have done no testing on this configuration and would need community support due to limited access to this type of equipment.
* AMD "Carrizo" and "Bristol Ridge" APUs are enabled to run OpenCL, but do not yet support HCC, HIP, or our libraries built on top of these compilers and runtimes.
* As of ROCm 2.1, "Carrizo" and "Bristol Ridge" require the use of upstream kernel drivers.
* In addition, various "Carrizo" and "Bristol Ridge" platforms may not work due to OEM and ODM choices when it comes to key configurations parameters such as inclusion of the required CRAT tables and IOMMU configuration parameters in the system BIOS.
@@ -197,14 +315,6 @@ from the list provided above for compatibility purposes.
* As such, we do not support AMD Carrizo and Kaveri APUs as hosts for such GPUs.
* Thunderbolt 1 and 2 enabled GPUs are not supported by GFX8 GPUs on ROCm. Thunderbolt 1 & 2 are based on PCIe 2.0.
### Supported Operating Systems - New operating systems available
The ROCm 2.9.x platform supports the following operating systems:
* Ubuntu 16.04.5(Kernel 4.15) and 18.04.3(Kernel 4.15 and Kernel 4.18)
* CentOS 7.6 (Using devtoolset-7 runtime support)
* RHEL 7.6 (Using devtoolset-7 runtime support)
#### ROCm support in upstream Linux kernels
As of ROCm 1.9.0, the ROCm user-level software is compatible with the AMD drivers in certain upstream Linux kernels.
@@ -225,21 +335,34 @@ For users that have the option of using either AMD's or the upstreamed driver, t
| | Supported GPUs enabled regardless of kernel version | |
| | Includes the latest GPU firmware | |
| Cons | May not work on all Linux distributions or versions | Features and hardware support varies depending on kernel version |
| | Not currently supported on kernels newer than 4.18 | Limits GPU's usage of system memory to 3/8 of system memory |
| | Not currently supported on kernels newer than 5.4 | Limits GPU's usage of system memory to 3/8 of system memory (before 5.6). For 5.6 and beyond, both DKMS and upstream kernels allow use of 15/16 of system memory. |
| | | IPC and RDMA capabilities are not yet enabled |
| | | Not tested by AMD to the same level as `rock-dkms` package |
| | | Does not include most up-to-date firmware |
### Installing from AMD ROCm repositories
## Software Support
As of AMD ROCm v1.9.0, the ROCm user-level software is compatible with the AMD drivers in certain upstream Linux kernels. You have the following options:
AMD hosts both [Debian](http://repo.radeon.com/rocm/apt/debian/) and [RPM](http://repo.radeon.com/rocm/yum/rpm/) repositories for the ROCm 2.9.x packages at this time.
• Use the ROCk kernel driver that is a part of AMDs ROCm repositories
or
• Use the upstream driver and only install ROCm user-level utilities from AMDs ROCm repositories
The packages in the Debian repository have been signed to ensure package integrity.
The releases of the upstream Linux kernel support the following GPUs in ROCm:
#### ROCm Binary Package Structure
• Fiji, Polaris 10, Polaris 11
• Fiji, Polaris 10, Polaris 11, Vega10
• Fiji, Polaris 10, Polaris 11, Vega10, Vega 7nm
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
## Machine Learning and High Performance Computing Software Stack for AMD GPU
ROCm Version 3.3.0
### ROCm Binary Package Structure
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
In AMD's package distributions, these software projects are provided as a separate packages.
This allows users to install only the packages they need, if they do not wish to install all of ROCm.
These packages will install most of the ROCm software into `/opt/rocm/` by default.
@@ -296,411 +419,133 @@ The chain of software installed by these meta-packages is illustrated below
rocm-dkms
|--rock-dkms
\--rocm-dev
|--hsa-rocr-dev
|--hsa-ext-rocr-dev
|--hsakmt-roct
|--hsakmt-roct-dev
|--rocm-cmake
|--rocm-device-libs
|--comgr
|--hcc
|--hip_base
|--hip_doc
|--hip_hcc
|--hip_samples
|--rocm-smi
|--hsakmt-roct
|--hsakmt-roct-dev
|--hsa-amd-aqlprofile
|--comgr
|--hsa-ext-rocr-dev
|--hsa-rocr-dev
|--rocm-cmake
|--rocm-device-libs
|--rocm-smi
|--rocprofiler-dev
|--rocr_debug_agent
\--rocm-utils
|--rocminfo
\--rocm-clang-ocl # This will cause OpenCL to be installed
rocm-libs
|--rocalution
|--hipblas
|--hipcub
|--hipsparse
|--rocalution
|--rocblas
|--rocfft
|--rocprim
|--rocrand
|--hipsparse
\--rocsparse
|--rocsparse
\--rocthrust
```
These meta-packages are not required but may be useful to make it easier to install ROCm on most systems.
Some users may want to skip certain packages. For instance, a user that wants to use the upstream kernel drivers (rather than those supplied by AMD) may want to skip the `rocm-dkms` and `rock-dkms` packages, and instead directly install `rocm-dev`.
Similarly, a user that only wants to install OpenCL support instead of HCC and HIP may want to skip the `rocm-dkms` and `rocm-dev` packages.
Instead, they could directly install `rock-dkms`, `rocm-opencl`, and `rocm-opencl-dev` and their dependencies.
#### Ubuntu Support - installing from a Debian repository
The following directions show how to install ROCm on supported Debian-based systems such as Ubuntu 18.04.
These directions may not work as written on unsupported Debian-based distributions.
For example, newer versions of Ubuntu may not be compatible with the `rock-dkms` kernel driver.
As such, users may want to skip the `rocm-dkms` and `rock-dkms` packages, as described [above](#rocm-binary-package-structure), and instead [use the upstream kernel driver](#using-debian-based-rocm-with-upstream-kernel-drivers).
##### First make sure your system is up to date
```shell
sudo apt update
sudo apt dist-upgrade
sudo apt install libnuma-dev
sudo reboot
```
##### Add the ROCm apt repository
For Debian-based systems like Ubuntu, configure the Debian ROCm repository as
follows:
```shell
wget -qO - http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | sudo apt-key add -
echo 'deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main' | sudo tee /etc/apt/sources.list.d/rocm.list
```
The gpg key might change, so it may need to be updated when installing a new release.
If the key signature verification is failed while update, please re-add the key from
ROCm apt repository. The current rocm.gpg.key is not available in a standard key ring
distribution, but has the following sha1sum hash:
`e85a40d1a43453fe37d63aa6899bc96e08f2817a rocm.gpg.key`
##### Install
Next, update the apt repository list and install the `rocm-dkms` meta-package:
```shell
sudo apt update
sudo apt install rocm-dkms
```
##### Next set your permissions
Users will need to be in the `video` group in order to have access to the GPU.
As such, you should ensure that your user account is a member of the `video` group prior to using ROCm.
You can find which groups you are a member of with the following command:
```shell
groups
```
To add yourself to the video group you will need the sudo password and can use the following command:
```shell
sudo usermod -a -G video $LOGNAME
```
You may want to ensure that any future users you add to your system are put into the "video" group by default. To do that, you can run the following commands:
```shell
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
```
Once complete, reboot your system.
##### Test basic ROCm installation
After rebooting the system run the following commands to verify that the ROCm installation was successful. If you see your GPUs listed by both of these commands, you should be ready to go!
```shell
/opt/rocm/bin/rocminfo
/opt/rocm/opencl/bin/x86_64/clinfo
```
Note that, to make running ROCm programs easier, you may wish to put the ROCm binaries in your PATH.
```shell
echo 'export PATH=$PATH:/opt/rocm/bin:/opt/rocm/profiler/bin:/opt/rocm/opencl/bin/x86_64' | sudo tee -a /etc/profile.d/rocm.sh
```
If you have an [install issue](https://rocm.github.io/install_issues.html) please read this FAQ.
##### Performing an OpenCL-only Installation of ROCm
Some users may want to install a subset of the full ROCm installation.
In particular, if you are trying to install on a system with a limited amount of storage space, or which will only run a small collection of known applications, you may want to install only the packages that are required to run OpenCL applications.
To do that, you can run the following installation command **instead** of the command to install `rocm-dkms`.
```shell
sudo apt-get install dkms rock-dkms rocm-opencl-dev
```
##### How to uninstall from Ubuntu 16.04 or Ubuntu 18.04
To uninstall the ROCm packages installed in the above directions, you can execute;
```shell
sudo apt autoremove rocm-dkms rocm-dev rocm-utils
```
##### Installing development packages for cross compilation
It is often useful to develop and test on different systems.
For example, some development or build systems may not have an AMD GPU installed.
In this scenario, you may prefer to avoid installing the ROCK kernel driver to your development system.
In this case, install the development subset of packages:
```shell
sudo apt update
sudo apt install rocm-dev
```
>**Note:** To execute ROCm enabled apps you will require a system with the full
>ROCm driver stack installed
##### Using Debian-based ROCm with upstream kernel drivers
As described in [the above section about upstream Linux kernel support](#rocm-support-in-upstream-linux-kernels), users may want to try installing ROCm user-level software without installing AMD's custom ROCK kernel driver.
Users who do want to use upstream kernels can run the following commands instead of installing `rocm-dkms`
```shell
sudo apt update
sudo apt install rocm-dev
echo 'SUBSYSTEM=="kfd", KERNEL=="kfd", TAG+="uaccess", GROUP="video"' | sudo tee /etc/udev/rules.d/70-kfd.rules
```
#### CentOS/RHEL 7 (7.6) Support
The following directions show how to install ROCm on supported RPM-based systems such as CentOS 7.6.
These directions may not work as written on unsupported RPM-based distributions.
For example, Fedora may work but may not be compatible with the `rock-dkms` kernel driver.
As such, users may want to skip the `rocm-dkms` and `rock-dkms` packages, as described [above](#rocm-binary-package-structure), and instead [use the upstream kernel driver](#using-rpm-based-rocm-with-upstream-kernel-drivers).
Support for CentOS/RHEL 7 was added in ROCm 1.8, but ROCm requires a special
runtime environment provided by the RHEL Software Collections and additional
dkms support packages to properly install and run.
##### Preparing RHEL 7 (7.6) for installation
RHEL is a subscription-based operating system, and you must enable several external
repositories to enable installation of the devtoolset-7 environment and the DKMS
support files. These steps are not required for CentOS.
First, the subscription for RHEL must be enabled and attached to a pool id. Please
see Obtaining an RHEL image and license page for instructions on registering your
system with the RHEL subscription server and attaching to a pool id.
Second, enable the following repositories:
```shell
sudo subscription-manager repos --enable rhel-server-rhscl-7-rpms
sudo subscription-manager repos --enable rhel-7-server-optional-rpms
sudo subscription-manager repos --enable rhel-7-server-extras-rpms
```
Third, enable additional repositories by downloading and installing the epel-release-latest-7 repository RPM:
```shell
sudo rpm -ivh https://dl.fedoraproject.org/pub/epel/epel-release-latest-7.noarch.rpm
```
##### Install and setup Devtoolset-7
To setup the Devtoolset-7 environment, follow the instructions on this page:
https://www.softwarecollections.org/en/scls/rhscl/devtoolset-7/
Note that devtoolset-7 is a Software Collections package, and it is not supported by AMD.
##### Prepare CentOS/RHEL (7.6) for DKMS Install
Installing kernel drivers on CentOS/RHEL 7.6 requires dkms tool being installed:
```shell
sudo yum install -y epel-release
sudo yum install -y dkms kernel-headers-`uname -r` kernel-devel-`uname -r`
```
##### Installing ROCm on the system
It is recommended to [remove previous ROCm installations](https://github.com/RadeonOpenCompute/ROCm#how-to-uninstall-rocm-from-centosrhel-76) before installing the latest version to ensure a smooth installation.
At this point ROCm can be installed on the target system. Create a /etc/yum.repos.d/rocm.repo file with the following contents:
```shell
[ROCm]
name=ROCm
baseurl=http://repo.radeon.com/rocm/yum/rpm
enabled=1
gpgcheck=0
```
The repo's URL should point to the location of the repositories repodata database. Install ROCm components using these commands:
```shell
sudo yum install rocm-dkms
```
The rock-dkms component should be installed and the `/dev/kfd` device should be available on reboot.
##### Set up permissions
Ensure that your user account is a member of the "video" or "wheel" group prior to using the ROCm driver.
You can find which groups you are a member of with the following command:
```shell
groups
```
To add yourself to the video (or wheel) group you will need the sudo password and can use the
following command:
```shell
sudo usermod -a -G video $LOGNAME
```
You may want to ensure that any future users you add to your system are put into the "video" group by default. To do that, you can run the following commands:
```shell
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
```
Current release supports CentOS/RHEL 7.6. If users want to update the OS version, they should completely remove ROCm packages before updating to the latest version of the OS, to avoid DKMS related issues.
Once complete, reboot your system.
###### Test basic ROCm installation
After rebooting the system run the following commands to verify that the ROCm installation was successful. If you see your GPUs listed by both of these commands, you should be ready to go!
```shell
/opt/rocm/bin/rocminfo
/opt/rocm/opencl/bin/x86_64/clinfo
```
Note that, to make running ROCm programs easier, you may wish to put the ROCm binaries in your PATH.
```shell
echo 'export PATH=$PATH:/opt/rocm/bin:/opt/rocm/profiler/bin:/opt/rocm/opencl/bin/x86_64' | sudo tee -a /etc/profile.d/rocm.sh
```
If you have an [install issue](https://rocm.github.io/install_issues.html) please read this FAQ.
###### Performing an OpenCL-only Installation of ROCm
Some users may want to install a subset of the full ROCm installation.
In particular, if you are trying to install on a system with a limited amount of storage space, or which will only run a small collection of known applications, you may want to install only the packages that are required to run OpenCL applications.
To do that, you can run the following installation command **instead** of the command to install `rocm-dkms`.
```shell
sudo yum install rock-dkms rocm-opencl-devel
```
##### Compiling applications using HCC, HIP, and other ROCm software
To compile applications or samples, please use gcc-7.2 provided by the devtoolset-7 environment.
To do this, compile all applications after running this command:
```shell
scl enable devtoolset-7 bash
```
##### How to uninstall ROCm from CentOS/RHEL 7.6
To uninstall the ROCm packages installed by the above directions, you can execute:
```shell
sudo yum autoremove rocm-dkms rock-dkms
```
##### Installing development packages for cross compilation
It is often useful to develop and test on different systems.
For example, some development or build systems may not have an AMD GPU installed.
In this scenario, you may prefer to avoid installing the ROCK kernel driver to your development system.
In this case, install the development subset of packages:
```shell
sudo yum install rocm-dev
```
>**Note:** To execute ROCm enabled apps you will require a system with the full
>ROCm driver stack installed
##### Using ROCm with upstream kernel drivers
As described in [the above section about upstream Linux kernel support](#rocm-support-in-upstream-linux-kernels), use
rs may want to try installing ROCm user-level software without installing AMD's custom ROCK kernel driver.
Users who do want to use upstream kernels can run the following commands instead of installing `rocm-dkms`
```shell
sudo yum install rocm-dev
echo 'SUBSYSTEM=="kfd", KERNEL=="kfd", TAG+="uaccess", GROUP="video"' | sudo tee /etc/udev/rules.d/70-kfd.rules
```
### Known issues / workarounds
#### Docker container environment variable setting
Applications fail when docker container is launched on NUMA system without --security-opt seccomp=unconfined. Please set "--security-opt seccomp=unconfined" to avoid this issue.
### Closed source components
The ROCm platform relies on a few closed source components to provide functionality
such as HSA image support. These components are only available through the ROCm
repositories, and they will either be deprecated or become open source components in the
future. These components are made available in the following packages:
* hsa-ext-rocr-dev
### Getting ROCm source code
ROCm is built from open source software.
As such, it is possible to make modifications to the various components of ROCm by downloading the source code, making modifications to it, and rebuilding the components.
The source code for ROCm components can be cloned from each of the GitHub repositories using git.
In order to make it easier to download the correct versions of each of these tools, this ROCm repository contains a [repo](https://gerrit.googlesource.com/git-repo/) manifest file, [default.xml](default.xml).
Interested users can thus use this manifest file to download the source code for all of the ROCm software.
#### Installing repo
Google's repo tool allows you to manage multiple git repositories simultaneously.
You can install it by executing the following example commands:
```shell
mkdir -p ~/bin/
curl https://storage.googleapis.com/git-repo-downloads/repo > ~/bin/repo
chmod a+x ~/bin/repo
```
Note that you can choose a different folder to install repo into if you desire. `~/bin/` is simply used as an example.
#### Downloading the ROCm source code
The following example shows how to use the `repo` binary downloaded above to download all of the ROCm source code.
If you chose a directory other than `~/bin/` to install `repo`, you should use that directory below.
```shell
mkdir -p ~/ROCm/
cd ~/ROCm/
~/bin/repo init -u https://github.com/RadeonOpenCompute/ROCm.git -b roc-2.9.0
repo sync
```
This will cause repo to download all of the open source code associated with this ROCm release.
You may want to ensure that you have ssh-keys configured on your machine for your GitHub ID.
#### Building the ROCm source code
Each ROCm component repository contains directions for building that component.
As such, you should go to the repository you are interested in building to find how to build it.
That said, AMD also offers [a project](https://github.com/RadeonOpenCompute/Experimental_ROC) that demonstrates how to download, build, package, and install ROCm software on various distributions.
The scripts here may be useful for anyone looking to build ROCm components.
#### Deprecation Notice
### HCC
AMD is deprecating HCC to put more focus on HIP development and on
other languages supporting heterogeneous compute. We will no longer
develop any new feature in HCC. We will stop maintaining HCC after
its final release, which is planned for the end of 2019. If your
application was developed with the hc C++ API, we would encourage you
to transition it to other languages supported by AMD, such as HIP or
OpenCL. HIP and hc languages share the same compiler technology, so
many hc kernel language features (including inline assembly) are also
available through the HIP compilation path.
### hipThrust
hip-thrust has been removed in ROCm2.7.
### Final notes
* OpenCL Runtime and Compiler will be submitted to the Khronos Group for conformance testing prior to its final release.
Note:Some users may want to skip certain packages. For instance, a user that wants to use the upstream kernel drivers (rather than those supplied by AMD) may want to skip the `rocm-dkms` and `rock-dkms` packages, and instead directly install `rocm-dev`.
Similarly, a user that only wants to install OpenCL support instead of HCC and HIP may want to skip the `rocm-dkms` and `rocm-dev` packages. Instead, they could directly install `rock-dkms`, `rocm-opencl`, and `rocm-opencl-dev` and their dependencies.
### ROCm Platform Packages
Drivers, ToolChains, Libraries, and Source Code
The latest supported version of the drivers, tools, libraries and source code for the ROCm platform have been released and are available from the following GitHub repositories:
#### ROCm Core Components
- [ROCk Kernel Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-3.3.0)
- [ROCr Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/rocm-3.3.0)
- [ROCT Thunk Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-3.3.0)
#### ROCm Support Software
- [ROCm SMI](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-3.3.0)
- [ROCm cmake](https://github.com/RadeonOpenCompute/rocm-cmake/tree/rocm-3.3.0)
- [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/tree/rocm-3.3.0)
- [ROCm Bandwidth Test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/tree/rocm-3.3.0)
#### ROCm Development ToolChains
- [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/rocm-hcc-3.3.0)
- [HIP](https://github.com/ROCm-Developer-Tools/HIP/tree/rocm-3.3.0)
- [ROCm Device Libraries HCC](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-ocl-3.3.0)
- [ROCm OpenCL Runtime](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/tree/roc-3.3.0)
- [ROCm LLVM OCL](http://github.com/RadeonOpenCompute/llvm-project/tree/rocm-ocl-3.3.0)
- [ROCm Device Libraries OCL](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/rocm-ocl-3.3.0)
- [ROCM Clang-OCL Kernel Compiler](https://github.com/RadeonOpenCompute/clang-ocl/tree/rocm-3.3.0)
- [Asynchronous Task and Memory Interface (ATMI)](https://github.com/RadeonOpenCompute/atmi/tree/rocm-3.3.0)
- [ROCr Debug Agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/tree/roc-3.3.0)
- [ROCm Code Object Manager](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/tree/rocm-3.3.0)
- [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler/tree/roc-3.3.0)
- [ROC Tracer](https://github.com/ROCm-Developer-Tools/roctracer/tree/roc-3.3.0)
- [AOMP](https://github.com/ROCm-Developer-Tools/aomp/tree/roc-3.3.0)
- [Radeon Compute Profiler](https://github.com/GPUOpen-Tools/RCP/tree/3a49405)
- [ROCmValidationSuite](https://github.com/ROCm-Developer-Tools/ROCmValidationSuite/tree/roc-3.3.0)
- Example Applications:
- [HCC Examples](https://github.com/ROCm-Developer-Tools/HCC-Example-Application/tree/ffd65333)
- [HIP Examples](https://github.com/ROCm-Developer-Tools/HIP-Examples/tree/rocm-3.3.0)
#### ROCm Libraries
- [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/tree/rocm-3.3.0)
- [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/tree/rocm-3.3.0)
- [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/tree/rocm-3.3)
- [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/tree/rocm-3.3.0)
- [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/tree/rocm-3.3.0)
- [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/tree/rocm-3.3.0)
- [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/tree/rocm-3.3.0)
- [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/tree/b51a125)
- [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/tree/roc-3.3.0)
- [rocThrust](https://github.com/ROCmSoftwarePlatform/rocThrust/tree/rocm-3.3.0)
- [ROCm SMI Lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/tree/rocm-3.3.0)
- [RCCL](https://github.com/ROCmSoftwarePlatform/rccl/tree/rocm-3.3.0)
- [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/commit/755e7a08d5299a95c42def092af7c736d5eda90c)
- [MIVisionX] https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/1.7)
- [hipCUB](https://github.com/ROCmSoftwarePlatform/hipCUB/tree/rocm-3.3.0)
- [AMDMIGraphX](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/commit/d1e945dabce0078d44c78de67b00232b856e18bc)
Features and enhancements introduced in previous versions of ROCm can be found in [version_history.md](version_history.md)

View File

@@ -12,64 +12,74 @@
<remote name="gpuopen-tools"
fetch="https://github.com/GPUOpen-Tools/" />
<default revision="refs/tags/roc-2.9.0"
<default revision="refs/tags/rocm-3.3.0"
remote="roc-github"
sync-c="true"
sync-j="4" />
<project name="ROCK-Kernel-Driver" />
<project name="ROCT-Thunk-Interface" />
<project name="ROCK-Kernel-Driver" revision="refs/tags/roc-3.3.0" />
<project name="ROCT-Thunk-Interface" revision="refs/tags/roc-3.3.0" />
<project name="ROCR-Runtime" />
<project name="ROC-smi" />
<project name="ROC-smi" revision="refs/tags/roc-3.3.0" />
<project name="rocm_smi_lib" remote="roc-github" />
<project name="rocm-cmake" />
<project name="rocminfo" />
<project name="rocprofiler" remote="rocm-devtools" revision="refs/tags/roc-2.9.0" />
<project name="roctracer" remote="rocm-devtools" revision="roc-2.9.x" />
<project name="rocprofiler" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<project name="roctracer" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<!-- If you want to get the full OpenCL runtime, there is a separate repo
manifest that is more authoritative than the copy in this file. It can
be found at the following URL:
https://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/blob/roc-2.0.0/opencl.xml -->
<remote name="KhronosGroup" fetch="https://github.com/KhronosGroup/" />
<project name="ROCm-OpenCL-Runtime" />
<project path="ROCm-OpenCL-Runtime/compiler/driver" name="ROCm-OpenCL-Driver"/>
<project path="ROCm-OpenCL-Runtime/compiler/llvm" name="llvm" revision="refs/tags/roc-ocl-2.9.0" />
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/clang" name="clang" />
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/lld" name="lld" revision="refs/tags/roc-ocl-2.9.0" />
<project path="ROCm-OpenCL-Runtime/library/amdgcn" name="ROCm-Device-Libs" revision="refs/tags/roc-ocl-2.9.0" />
<project path="ROCm-OpenCL-Runtime/api/opencl/khronos/icd" name="OpenCL-ICD-Loader" remote="KhronosGroup" revision="6c03f8b58fafd9dd693eaac826749a5cfad515f8" />
<project name="ROCm-OpenCL-Runtime" revision="refs/tags/roc-3.3.0" />
<project path="ROCm-OpenCL-Runtime/api/opencl/khronos/icd" name="OpenCL-ICD-Loader" remote="KhronosGroup" revision="6c03f8b58fafd9dd693eaac826749a5cfad515f8" />
<project name="clang-ocl" />
<!-- HCC needs to be recursively synced to get it submodules -->
<project name="hcc" sync-s="true" revision="refs/tags/roc-hcc-2.9.0" />
<project name="hcc" sync-s="true" />
<project name="HCC-Example-Application" remote="rocm-devtools" revision="ffd6533305e79eed667badd3c4cdb7879a1281b8" />
<project name="HIP" remote="rocm-devtools" revision="refs/tags/roc-2.9.0" />
<project name="HIP" remote="rocm-devtools" />
<project name="HIP-Examples" remote="rocm-devtools" />
<!-- The following projects are all associated with the AMDGPU LLVM compiler -->
<project name="llvm" path="llvm_amd-common" revision="refs/tags/roc-ocl-2.9.0" />
<project name="lld" path="llvm_amd-common/lld" revision="refs/tags/roc-ocl-2.9.0" />
<project name="clang" path="llvm_amd-common/clang" />
<project name="ROCm-Device-Libs" revision="roc-2.9.x" />
<project name="atmi" revision="refs/tags/rocm_2.9.0" />
<project name="llvm-project" path="llvm_amd-stg-open" revision="refs/tags/rocm-ocl-3.3.0"/>
<project name="ROCm-Device-Libs" revision="refs/tags/rocm-ocl-3.3.0"/>
<project name="atmi" revision="refs/tags/rocm-3.3.0" />
<project name="ROCm-CompilerSupport" />
<project name="rocr_debug_agent" remote="rocm-devtools" />
<project name="rocr_debug_agent" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<project name="rocm_bandwidth_test" />
<project name="RCP" remote="gpuopen-tools" revision="3a49405a1500067c49d181844ec90aea606055bb" />
<!-- ROCm Libraries -->
<project name="rocBLAS" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="hipBLAS" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="rocFFT" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="rocRAND" remote="rocm-swplat" revision="refs/tags/2.9.0" />
<project name="rocSPARSE" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="hipSPARSE" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="rocALUTION" remote="rocm-swplat" revision="refs/tags/rocm-2.9" />
<project name="MIOpenGEMM" remote="rocm-swplat" revision="6275a879995b58a6e0b8cca7b1ad8421a5e02ade" />
<project name="MIOpen" remote="rocm-swplat" revision="refs/tags/roc-2.9.0" />
<project name="rocm_smi_lib" />
<project name="rccl" remote="rocm-swplat" revision="refs/tags/2.9.0" />
<project name="MIVisionX" remote="gpuopen-libs" revision="refs/tags/1.3.0" />
<project name="rocThrust" remote="rocm-swplat" revision="refs/tags/2.9.0" />
<project name="hipCUB" remote="rocm-swplat" revision="refs/tags/2.9.0" />
<project name="rocPRIM" remote="rocm-swplat" revision="refs/tags/2.9.0" />
<project name="rocBLAS" remote="rocm-swplat" />
<project name="hipBLAS" remote="rocm-swplat" />
<project name="rocFFT" remote="rocm-swplat" revision="refs/tags/rocm-3.3" />
<project name="rocRAND" remote="rocm-swplat" />
<project name="rocSPARSE" remote="rocm-swplat" />
<project name="hipSPARSE" remote="rocm-swplat" />
<project name="rocALUTION" remote="rocm-swplat" />
<project name="MIOpenGEMM" remote="rocm-swplat" revision="b51a12523676451bf38bfcf0506a0745e80ac64f" />
<project name="MIOpen" remote="rocm-swplat" revision="refs/tags/roc-3.3.0" />
<project name="rccl" remote="rocm-swplat" />
<project name="MIVisionX" remote="gpuopen-libs" revision="refs/tags/1.7" />
<project name="rocThrust" remote="rocm-swplat" />
<project name="hipCUB" remote="rocm-swplat" />
<project name="rocPRIM" remote="rocm-swplat" />
<project name="AMDMIGraphX" remote="rocm-swplat" revision="d1e945dabce0078d44c78de67b00232b856e18bc" />
<project name="ROCmValidationSuite" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<!-- Projects for AOMP -->
<project name="ROCT-Thunk-Interface" path="aomp/roct-thunk-interface" remote="roc-github" revision="refs/tags/roc-3.3.0" />
<project name="ROCR-Runtime" path="aomp/rocr-runtime" remote="roc-github" revision="refs/tags/rocm-3.3.0" />
<project name="hcc" path="aomp/hcc" remote="roc-github" revision="6776c83ff233bbc53d8e5e4185c2e53e400bef6f" />
<project name="ROCm-Device-Libs" path="aomp/rocm-device-libs" remote="roc-github" revision="fea23ca22221ef2228d043d2e6b8ab00c8b8d60d" />
<project name="ROCm-CompilerSupport" path="aomp/rocm-compilersupport" remote="roc-github" revision="d970a94c2d0f6f481a1bcbe7c9f0995443a75893" />
<project name="rocminfo" path="aomp/rocminfo" remote="roc-github" revision="70ebe13a8932944bc8d369cc7a91d6e2c0c8e65f" />
<project name="atmi" path="aomp/atmi" remote="roc-github" revision="b8cbdb710fee1776d8f7d8299e8acfdd62cbaaaf" />
<project name="HIP" path="aomp/hip" remote="rocm-devtools" revision="83a42c24d8e719b29e4b965d7d71ce43fa9c07e2" />
<project name="aomp" path="aomp/aomp" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<project name="aomp-extras" path="aomp/aomp-extras" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<project name="flang" path="aomp/flang" remote="rocm-devtools" revision="refs/tags/roc-3.3.0" />
<project name="llvm-project" path="aomp/llvm-project" remote="rocm-devtools" revision="refs/tags/roc-aomp-3.3.0" />
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## ROCm Version History
This file contains archived version history information for the [ROCm project](https://github.com/RadeonOpenCompute/ROCm)
### Current ROCm Version: 2.9
### Current ROCm Version: 3.3
- [New features and enhancements in ROCm v3.1](#new-features-and-enhancements-in-rocm-v31)
- [New features and enhancements in ROCm v3.0](#new-features-and-enhancements-in-rocm-v30)
- [New features and enhancements in ROCm v2.10](#new-features-and-enhancements-in-rocm-v210)
- [New features and enhancements in ROCm 2.9](#new-features-and-enhancements-in-rocm-29)
- [New features and enhancements in ROCm 2.8](#new-features-and-enhancements-in-rocm-28)
- [New features and enhancements in ROCm 2.7.2](#new-features-and-enhancements-in-rocm-272)
- [New features and enhancements in ROCm 2.7](#new-features-and-enhancements-in-rocm-27)
@@ -21,6 +25,89 @@ This file contains archived version history information for the [ROCm project](h
- [New Features as of ROCm 1.7](#new-features-as-of-rocm-17)
- [New Features as of ROCm 1.5](#new-features-as-of-rocm-15)
## New features and enhancements in ROCm v3.2
The AMD ROCm v3.2 release was not productized.
## New features and enhancements in ROCm v3.1
### Change in ROCm Installation Directory Structure
A fresh installation of the ROCm toolkit installs the packages in the /opt/rocm-<version> folder. Previously, ROCm toolkit packages were installed in the /opt/rocm folder.
### Reliability, Accessibility, and Serviceability Support for Vega 7nm
The Reliability, Accessibility, and Serviceability (RAS) support for Vega7nm is now available.
### SLURM Support for AMD GPU
SLURM (Simple Linux Utility for Resource Management) is an open source, fault-tolerant, and highly scalable cluster management and job scheduling system for large and small Linux clusters.
## New features and enhancements in ROCm v3.0
### Support for CentOS RHEL v7.7 <a id="centos-anchor"></a>
Support is extended for CentOS/RHEL v7.7 in the ROCm v3.0 release. For more information about the CentOS/RHEL v7.7 release, see:
[CentOS/RHEL](https://centos.org/forums/viewtopic.php?t=71657)
### Initial distribution of AOMP 0.7-5 in ROCm v3.0 <a id="aomp-anchor"></a>
The code base for this release of AOMP is the Clang/LLVM 9.0 sources as of October 8th, 2019. The LLVM-project branch used to build this release is AOMP-191008. It is now locked. With this release, an artifact tarball of the entire source tree is created. This tree includes a Makefile in the root directory used to build AOMP from the release tarball. You can use Spack to build AOMP from this source tarball or build manually without Spack.
For more information about AOMP 0.7-5, see: [AOMP](https://github.com/ROCm-Developer-Tools/aomp/tree/roc-3.0.0)
### Fast Fourier Transform Updates
The Fast Fourier Transform (FFT) is an efficient algorithm for computing the Discrete Fourier Transform. Fast Fourier transforms are used in signal processing, image processing, and many other areas. The following real FFT performance change is made in the ROCm v3.0 release:
• Implement efficient real/complex 2D transforms for even lengths.
Other improvements:
• More 2D test coverage sizes.
• Fix buffer allocation error for large 1D transforms.
• C++ compatibility improvements.
### MemCopy Enhancement for rocProf
In the v3.0 release, the rocProf tool is enhanced with an additional capability to dump asynchronous GPU memcopy information into a .csv file. You can use the '-hsa-trace' option to create the results_mcopy.csv file.
Future enhancements will include column labels.
### New features and enhancements in ROCm v2.10
#### rocBLAS Support for Complex GEMM
The rocBLAS library is a gpu-accelerated implementation of the standard Basic Linear Algebra Subroutines (BLAS). rocBLAS is designed to enable you to develop algorithms, including high performance computing, image analysis, and machine learning.
In the AMD ROCm release v2.10, support is extended to the General Matrix Multiply (GEMM) routine for multiple small matrices processed simultaneously for rocBLAS in AMD Radeon Instinct MI50. Both single and double precision, CGEMM and ZGEMM, are now supported in rocBLAS.
#### Support for SLES 15 SP1
In the AMD ROCm v2.10 release, support is added for SUSE Linux® Enterprise Server (SLES) 15 SP1. SLES is a modular operating system for both multimodal and traditional IT.
#### Code Marker Support for rocProfiler and rocTracer Libraries
Code markers provide the external correlation ID for the calling thread. This function indicates that the calling thread is entering and leaving an external API region.
### New features and enhancements in ROCm 2.9
#### Initial release for Radeon Augmentation Library(RALI)
The AMD Radeon Augmentation Library (RALI) is designed to efficiently decode and process images from a variety of storage formats and modify them through a processing graph programmable by the user. RALI currently provides C API.
#### Quantization in MIGraphX v0.4
MIGraphX 0.4 introduces support for fp16 and int8 quantization. For additional details, as well as other new MIGraphX features, see [MIGraphX documentation](https://github.com/ROCmSoftwarePlatform/AMDMIGraphX/wiki/Getting-started:-using-the-new-features-of-MIGraphX-0.4).
#### rocSparse csrgemm
csrgemm enables the user to perform matrix-matrix multiplication with two sparse matrices in CSR format.
#### Singularity Support
ROCm 2.9 adds support for Singularity container version 2.5.2.
#### Initial release of rocTX
ROCm 2.9 introduces rocTX, which provides a C API for code markup for performance profiling. This initial release of rocTX supports annotation of code ranges and ASCII markers. For an example, see this [code](https://github.com/ROCm-Developer-Tools/roctracer/blob/amd-master/test/MatrixTranspose_test/MatrixTranspose.cpp).
#### Added support for Ubuntu 18.04.3
Ubuntu 18.04.3 is now supported in ROCm 2.9.
### New features and enhancements in ROCm 2.8
#### Support for NCCL2.4.8 API