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151 Commits

Author SHA1 Message Date
Joseph Greathouse
7cf79c8dc4 Fix repo manifest for MIVisionX 2019-01-29 12:09:35 -06:00
Joseph Greathouse
a3340581a7 Update rocm-cmake version to correct 2.0 release 2019-01-02 11:51:33 -06:00
Joseph Greathouse
d07fdb05d7 Adding missing packages to list and manifest 2018-12-31 10:56:00 -06:00
Joseph Greathouse
c86686a2e7 Spacing updates to make RST generation easier 2018-12-24 15:31:20 -06:00
Joseph Greathouse
04e2bba9ed Update README.md 2018-12-24 15:19:06 -06:00
Joseph Greathouse
83f9bd1272 Update README.md 2018-12-24 15:11:10 -06:00
Joseph Greathouse
4a5104c882 Update README.md 2018-12-24 12:23:39 -06:00
Joseph Greathouse
40b4be64e6 Merge pull request #643 from jlgreathouse/master
README and repo overhaul for the ROCm 2.0 release
2018-12-24 12:07:05 -06:00
Joseph Greathouse
bd790cb4d2 README and repo overhaul for the ROCm 2.0 release
Community feedback has pointed out a number of confusing,
oudated, or missing sections in our ROCm README file. For example,
we do not describe what our ROCm package structure is, or how the
packages and meta-packages fit together. This can make it confusing
for users who do not want to just install rocm-dkms and move on.

Our repo manifest (default.xml) is severely out of date. It is
missing almost all of the current ROCm projects, and it always
pulls from the main development branch. This means we do not have
a pinned manifest that allows you to pull the code from a
particular ROCm reelease. Manifest updated, and the section of the
README discussing it is majorly overhauled (including links for
information/scripts about building the code after downloading it).

Rather than continually grow our version history in the main
README page, this splits off old version information into its own
file.
2018-12-21 09:26:31 -06:00
Icarus Sparry
35a5c80b55 ROCm 2.0 (#639)
* Update README.md

* Update README.md

Signed-off-by: Icarus Sparry <icarus.sparry@amd.com>
2018-12-19 15:43:23 -08:00
Icarus Sparry
3d7812a48c Update README.md (#620) 2018-11-19 16:42:34 -08:00
Joseph Greathouse
23beff10b8 Update README.md 2018-10-23 23:57:30 -05:00
Peng
ddc0e1f2b4 Updated doc on OS support (#569)
* Updated doc on OS support

This commit specifies the ROCm recommended Ubuntu kernel versions.
And advise users to remove ROCm packages if need to upgrade the CentOS versions. There are known DKMS limitations can cause the system fail to upgrade if rock-dkms modules were installed.
2018-10-05 14:33:39 -07:00
ChristinaElder
dd00206633 Update README.md
Update README.md

    Update the version #
2018-10-05 13:58:34 -07:00
Joseph Greathouse
575c4c9a63 Remove outdated README information for ROCm 1.9
No longer need to set HSA_ENABLE_SDMA=0 for non-PCIe-atomic operation. No longer include the HSAIL finalizer in the closed source tools repo.
2018-09-19 11:33:43 -05:00
Joseph Greathouse
e4efd1c9f6 Update information about rocProfiler 2018-09-19 10:37:34 -05:00
Icarus Sparry
0b95356d45 Fix Typo 2018-09-16 16:17:05 -07:00
Joseph Greathouse
d4ccc7729e Updating README file to better describe hardware support (#533)
* ROCm 1.9 changes

* Update README.md

Update ROCr Debug Agent description

Revised wording for upstream KFD per request

* Update installation instruction

Added instruction to uninstall previous version of ROCm before install new version. Added Ubuntu 18.04 as supported distribution.

* Update README to better list supported hardware.

* Add a table of contents to the README
2018-09-15 07:48:08 -07:00
Icarus Sparry
239b9ee77e Update to Roc 1.9.0, this time at the right time. (#532)
* ROCm 1.9 changes

Update ROCr Debug Agent description

* Update README.md

Added instruction to uninstall previous version of ROCm before install new version. Added Ubuntu 18.04 as supported distribution.
2018-09-14 15:20:09 -07:00
Icarus Sparry
c6763c13c4 Revert "Update to Roc 1.9.0 (#530)" (#531)
This reverts commit dd33dc7742.
2018-09-14 15:13:45 -07:00
Icarus Sparry
dd33dc7742 Update to Roc 1.9.0 (#530)
* ROCm 1.9 changes

* Update installation instruction

Added instruction to uninstall previous version of ROCm before install new version. Added Ubuntu 18.04 as supported distribution.

* Update README.md
2018-09-14 15:08:44 -07:00
Joseph Greathouse
030455ef47 Commands for installing OpenCL-only ROCm on CentOS 2018-08-30 15:11:02 -05:00
Joseph Greathouse
f02621bc8a Update README for ROCm 1.8.3
Update README for ROCm 1.8.3
2018-08-30 08:59:55 -05:00
Joseph Greathouse
2a4c16ee51 Minor update to README to differentiate 1.8.3 and 1.8.2 2018-08-30 08:58:56 -05:00
Joseph Greathouse
4dec756b2d Update README for 1.8.3 release 2018-08-30 08:57:22 -05:00
JC Baratault
77cc24a773 Update README.md 2018-08-28 15:13:30 +02:00
Joseph Greathouse
7bfed202a0 Update to the "OpenCL-only install" directions. 2018-08-23 19:42:56 -05:00
Joseph Greathouse
980738d46e Merge pull request #367 from settle/master
Update README.md, delaying use of sudo until necessary
2018-08-18 23:48:42 -05:00
Joseph Greathouse
d7c97882e1 Update README based on some outstanding issues
Two user issues pointed out some confusing text in our current README. In particular: updated the text describing when to disable SDMA engines on Vega 10 (on any system that does not have PCIe atomic support), and show some directions for how to do an OpenCL-focused installation on Ubuntu.
2018-08-18 23:47:31 -05:00
Peng
c4eb6cd4be Merge pull request #489 from RadeonOpenCompute/zhang2amd-key_update-1
Update README.md
2018-08-03 09:19:38 -05:00
zhang2amd
3e4bda88e7 Update README.md
Added a comment to update the key if signature verification failed. Also updated key file hash since the key has extended expiration date.
2018-08-02 15:36:03 -07:00
James Edwards
8512273309 Merge pull request #460 from RadeonOpenCompute/roc-1.8.2
ROCm 1.8.2 Updates.
2018-07-19 11:59:12 -05:00
James Edwards
a1bb81003b ROCm 1.8.2 Updates. 2018-07-19 11:44:43 -05:00
James Edwards
fbcc9809de Update README.md 2018-07-06 14:42:37 -05:00
James Edwards
b834187cae Merge pull request #434 from RadeonOpenCompute/roc-1.8.1
Update README.md
2018-06-14 11:51:06 -05:00
James Edwards
260cb81efd Update README.md 2018-06-14 11:49:58 -05:00
James Edwards
62c11b68f7 Merge pull request #432 from RadeonOpenCompute/roc-1.8.1
Change extraction protocol to http.
2018-06-13 10:45:48 -05:00
James Edwards
c7ea2df946 Change extraction protocol to http. 2018-06-13 10:42:26 -05:00
Gregory Stoner
3b442534f8 Update README.md 2018-06-06 07:53:40 -05:00
Gregory Stoner
84a097d55d Update README.md 2018-06-06 07:53:06 -05:00
Gregory Stoner
7cc5548ea3 Update README.md 2018-06-06 07:48:28 -05:00
James Edwards
cf7c039199 Merge pull request #428 from RadeonOpenCompute/roc-1.8.1
Roc 1.8.1
2018-06-05 09:38:55 -05:00
James Edwards
648af6f3f8 ROCm 1.8.1 updates 2018-06-04 15:00:29 -05:00
James Edwards
4f8d605b12 ROCm 1.8.1 updates 2018-06-04 14:47:22 -05:00
Gregory Stoner
783eec4643 Update README.md 2018-05-17 10:59:51 -05:00
JC Baratault
dfdb135954 Update README.md 2018-05-15 09:58:41 +02:00
JC Baratault
2b19ff91a6 Update README.md 2018-05-15 09:49:32 +02:00
JC Baratault
ac4bd217aa Update README.md 2018-05-15 08:02:12 +02:00
JC Baratault
7c07ce6e89 Update README.md 2018-05-15 08:00:53 +02:00
Gregory Stoner
17dce4c250 Update README.md 2018-05-12 10:15:57 -05:00
Gregory Stoner
5a113b7799 Merge pull request #411 from RadeonOpenCompute/roc-1.8.0
Update README.md
2018-05-12 08:00:19 -07:00
Peng
36d82f83f1 Merge branch 'master' into roc-1.8.0 2018-05-12 09:03:17 -05:00
Peng
2d09dfa9ca Update README.md
Update CentOS instructions
2018-05-12 09:01:45 -05:00
Gregory Stoner
ae280c5745 Update README.md 2018-05-12 08:57:48 -05:00
Gregory Stoner
af228d3b64 Update README.md 2018-05-11 14:14:40 -07:00
Gregory Stoner
620a4af0b3 Merge pull request #410 from RadeonOpenCompute/roc-1.8.0
Roc 1.8.0
2018-05-11 16:10:56 -05:00
Peng
549042b40e Update README.md
Update install instructions for CentOS/RHEL 7.4, remove the instructions for "yum update".
2018-05-11 13:54:58 -05:00
Peng
a6e1b016fa Update README.md
Add recommendation to guard against updating to CentOS7.5 kernel.
2018-05-11 11:55:49 -05:00
Gregory Stoner
ca40c6ff09 Update README.md
Add kernel update instructions for CentOS/RHEL 7.4
2018-05-11 08:42:30 -07:00
James Edwards
9959f915b3 Merge pull request #409 from RadeonOpenCompute/roc-1.8.0
Roc 1.8.0
2018-05-10 10:50:36 -05:00
James Edwards
94ef8cd402 ROCm 1.8.0 updates 2018-05-10 10:44:37 -05:00
James Edwards
f8af328270 ROCm 1.8.0 updates 2018-05-10 10:35:57 -05:00
James Edwards
d8e77a4181 ROCm 1.8.0 updates 2018-05-09 12:46:51 -05:00
James Edwards
8b91b9c980 ROCm 1.8.0 updates 2018-05-09 12:44:46 -05:00
James Edwards
378cf1eb7d ROCm 1.8.0 updates 2018-05-09 12:43:17 -05:00
James Edwards
73bb1da071 ROCm 1.8.0 updates 2018-05-09 12:39:51 -05:00
James Edwards
cd4ea291e2 ROCm 1.8.0 updates 2018-05-09 12:35:53 -05:00
James Edwards
eeae755296 ROCm 1.8.0 updates 2018-05-09 12:26:58 -05:00
Gregory Stoner
9f8d733da1 Update README.md 2018-05-05 10:05:27 -05:00
James Edwards
389750df8c Merge pull request #396 from RadeonOpenCompute/roc-1.7.2
Update README for 1.7.2 release.
2018-04-26 09:55:24 -05:00
James Adrian Edwards
93301e03e2 Update README for 1.7.2 release. 2018-04-26 09:29:43 -05:00
Gregory Stoner
7f15331a67 Update README.md 2018-03-21 19:42:19 -05:00
James Edwards
3f4e60c4d0 Merge pull request #370 from RadeonOpenCompute/roc-1.7.1
Roc 1.7.1
2018-03-21 14:23:21 -05:00
James Edwards
f558960c7e Update README.md 2018-03-21 14:21:55 -05:00
James Edwards
c1e71f0dcc Update README.md
Add information on kernel upgrade.
2018-03-21 14:20:02 -05:00
Sean Settle
cf622281f4 Delay use of sudo until necessary 2018-03-18 15:38:01 -07:00
James Edwards
08257cbca7 Merge pull request #358 from RadeonOpenCompute/roc-1.7.1
Roc 1.7.1
2018-03-11 20:00:17 -05:00
James Edwards
88d4832e84 Merge branch 'master' into roc-1.7.1 2018-03-11 19:57:16 -05:00
James Edwards
4a77b8ec63 Merge pull request #357 from RadeonOpenCompute/roc-1.7.0
Update README.md
2018-03-11 19:52:57 -05:00
James Edwards
47cb66122f Update README.md 2018-03-11 19:52:23 -05:00
James Edwards
cb75f9faeb Update README.md 2018-03-11 19:47:51 -05:00
James Adrian Edwards
8c1d89e69f ROCm 1.7.1 2018-03-11 19:44:33 -05:00
Gregory Stoner
1a315e093f Update README.md 2018-03-11 08:43:20 -06:00
Gregory Stoner
42e58efc65 Update README.md 2018-03-11 08:42:08 -06:00
Gregory Stoner
04628c0e85 Update README.md 2017-12-29 11:49:00 -06:00
Gregory Stoner
883df8b9f5 Update README.md 2017-12-23 09:48:17 -06:00
Gregory Stoner
d46888fe1e Update README.md 2017-12-23 09:36:46 -06:00
Gregory Stoner
5dd391eb49 Update README.md 2017-12-23 09:32:50 -06:00
Gregory Stoner
04534f7b52 Update README.md 2017-12-23 09:29:27 -06:00
Gregory Stoner
3e82c69b04 Update README.md 2017-12-19 21:41:32 -06:00
James Edwards
39c0ecbbda Merge pull request #272 from RadeonOpenCompute/roc-1.7.0
ROCm 1.7.0
2017-12-19 14:56:20 -06:00
James Adrian Edwards
95c6ddd586 Update ROCm 1.7 support information. 2017-12-19 14:53:48 -06:00
James Adrian Edwards
3b73215554 Update ROCm 1.7 support information. 2017-12-19 14:51:45 -06:00
James Adrian Edwards
39ebe697ba Update ROCm 1.7 support information. 2017-12-18 15:29:30 -06:00
James Adrian Edwards
b6c6392ee4 Update ROCm 1.7 support information. 2017-12-18 14:57:03 -06:00
James Adrian Edwards
6e5b253e67 Update ROCm 1.7 support information. 2017-12-18 14:33:33 -06:00
Gregory Stoner
a93a3fe488 Update README.md 2017-10-15 10:24:02 -05:00
Gregory Stoner
dfff4e0f40 Merge pull request #155 from RadeonOpenCompute/notice-incompatibility-15-16
Add warning to inform users about incompatibilities between 1.5 and 1.6
2017-09-02 07:31:52 -05:00
Wen-Heng (Jack) Chung
8bd9db4e8e Add warning to inform users about incompatibilities between 1.5 and 1.6 2017-07-07 11:30:29 -05:00
Gregory Stoner
bb158e9d7f Update README.md 2017-06-30 09:57:32 -05:00
Gregory Stoner
3387f5b9d8 Update README.md 2017-06-30 09:54:07 -05:00
Gregory Stoner
42ed737183 Update README.md 2017-06-30 09:53:29 -05:00
Gregory Stoner
eab9718cb8 Update README.md 2017-06-30 09:53:04 -05:00
James Edwards
4c7d3cdd4c Merge pull request #137 from RadeonOpenCompute/roc-1.6.0
ROCm 1.6 updates.
2017-06-30 00:43:22 -05:00
James Edwards
2a0d469a95 ROCm 1.6 updates. 2017-06-29 22:23:25 -05:00
Gregory Stoner
67197a8232 Update README.md 2017-05-22 12:05:29 -05:00
James Edwards
38a3c6dbcf Update README.md 2017-05-03 10:00:07 -05:00
James Edwards
a0e3f8b827 Merge pull request #113 from VincentSC/patch-1
Feedback from updating 1.4 to 1.5 on Ubuntu 16.04
2017-05-03 09:57:54 -05:00
Gregory Stoner
274fe660e7 Update README.md 2017-05-03 07:45:10 -05:00
VincentSC
47b44a6256 Feedback from updating 1.4 to 1.5 on Ubuntu 16.04
- 1.4 needed to be removed with `sudo apt remove hsa-rocr-dev hsa-ext-rocr-dev rocm-smi hsakmt-roct-dev`
- The name of the opencl-rocm and opencl-rocm-dev changed to rocm-opencl and rocm-opencl-dev
2017-05-03 13:18:19 +02:00
James Edwards
58b931ebcb ROCm 1.5 Updates 2017-05-02 10:31:53 -05:00
James Edwards
629d40bfc7 ROCm 1.5 updates 2017-05-02 09:31:16 -05:00
James Edwards
906cc8ff0d ROCm 1.5 updates 2017-05-01 15:59:15 -05:00
James Edwards
d1bee880ec ROCm 1.5 updates 2017-05-01 14:21:53 -05:00
James Edwards
5848c31366 ROCm 1.5 updates 2017-05-01 14:04:26 -05:00
JC Baratault
81748fb6bc Update README.md 2017-03-30 08:19:31 +02:00
James Edwards
31c471261f Update README.md
Fix typo.
2017-03-25 22:14:16 -05:00
James Edwards
c74c95fc68 Update README.md 2017-03-10 17:26:35 -06:00
James Edwards
4285f8a098 Update README.md 2017-03-09 08:51:40 -06:00
James Edwards
dd62072371 Update README.md 2017-03-09 08:41:45 -06:00
James Edwards
2a71da0814 Update README.md 2017-02-22 11:13:59 -06:00
James Edwards
516c0e0959 Update README.md 2017-02-22 09:51:06 -06:00
Gregory Stoner
f1bfe97835 Merge pull request #67 from psteinb/fixed_opencl_include_path
fixed wrong path in opencl compiler call (opencl-rocm-dev 1.2.0)
2017-01-13 21:00:01 -06:00
James Edwards
a2b5a947f6 Update README.md 2017-01-09 12:28:26 -06:00
James Edwards
c015023a07 Update README.md
Clarify OpenCL support for OS versions and ASICS.
2017-01-09 12:09:47 -06:00
Peter Steinbach
30803ce928 fixed wrong path in opencl compiler call (opencl-rocm-dev 1.2.0) 2017-01-03 14:19:26 +01:00
Gregory Stoner
54d89493a0 Update README.md 2016-12-23 10:04:19 -06:00
Gregory Stoner
a17b25b6c6 Update README.md 2016-12-23 09:57:07 -06:00
Alex Voicu
2102aee014 Fix for messed up formatting in the prior commit. 2016-12-19 18:49:51 +00:00
Alex Voicu
6aeb011170 This is a slight refactoring of the documentation, correcting a few typos and adjusting a few minor items. 2016-12-19 18:45:32 +00:00
James Edwards
9d2c8fc3cd Update README.md 2016-12-19 10:19:24 -06:00
Gregory Stoner
45aa402d90 Update README.md 2016-12-18 21:29:48 -06:00
Gregory Stoner
c933b9f835 Update README.md 2016-12-18 21:27:23 -06:00
Gregory Stoner
5b7d3da9e4 Update README.md 2016-12-18 21:24:19 -06:00
Gregory Stoner
567ef05eda Update README.md 2016-12-18 21:19:40 -06:00
Gregory Stoner
c2065eaf8d Update README.md 2016-12-18 21:13:05 -06:00
Gregory Stoner
2e30be09db Update README.md 2016-12-18 21:12:30 -06:00
Gregory Stoner
06afbf1bad Update README.md 2016-12-18 21:00:35 -06:00
Gregory Stoner
f18cad3aee Update README.md 2016-12-18 20:45:44 -06:00
Gregory Stoner
75b1372a5f Update README.md 2016-12-18 20:44:14 -06:00
Gregory Stoner
535a1a6dfb Update README.md 2016-12-18 20:41:31 -06:00
Gregory Stoner
318b9d5b9b Update README.md 2016-12-17 21:32:15 -06:00
Gregory Stoner
b33cd08098 Update README.md 2016-12-17 21:31:37 -06:00
Gregory Stoner
e7e724056a Update README.md 2016-12-17 20:08:16 -06:00
Gregory Stoner
70f898a228 Update README.md 2016-12-17 20:00:48 -06:00
Gregory Stoner
1a6703a2af Update README.md 2016-12-17 08:32:40 -06:00
James Edwards
10c3f0c4bf Update default.xml 2016-12-16 14:57:58 -06:00
James Edwards
48f0be701c Update README for ROCm 1.4 2016-12-16 14:57:06 -06:00
James Edwards
d0a595787a Update README.md 2016-11-11 11:28:52 -06:00
James Edwards
b06d137097 README.md 1.3.0 updates 2016-11-11 11:25:03 -06:00
Kent Russell
fc75746299 README: update for 1.3 release
Change-Id: I901192123c7876c6ca1a40e90c72415488252e88
2016-11-10 11:32:34 -05:00
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## Are You Ready to ROCK?
The ROCm Platform bringing a rich foundation to advanced computing by better intergrating the CPU and GPU to solve realworld problems.
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 computationally oriented tasks in the Linux operating system.
On April 25th, 2016, we delivered ROCm 1.0 built around three core foundation elements:
### Current ROCm Version: 2.0
Open Hetrogenous Computing Platform (Linux(R) Driver and Runtime Stack) optimized for HPC & Ultra-scale class computing
Heterogeneous C and C++ Single Source to better address the whole system computation not just a gpu device
HIP acknowledging the need for platform choice when utilizing GPU computing API
- [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)
- [New features and enhancements in ROCm 2.0](#new-features-and-enhancements-in-rocm-20)
- [The latest ROCm platform - ROCm 2.0](#the-latest-rocm-platform---rocm-20)
* [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 (7.4, 7.5, 7.6) Support](#centosrhel-7-74-75-76-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)
- [Final notes](#final-notes)
### Hardware 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.
#### Supported GPUs
Because the ROCm Platform has a focus on particular computational domains, we offer official support for a selection of AMD GPUs that are designed to offer good performance and price in these domains.
ROCm officially supports AMD GPUs that use following chips:
* GFX8 GPUs
* "Fiji" chips, such as on the AMD Radeon R9 Fury X and Radeon Instinct MI8
* "Polaris 10" chips, such as on the AMD Radeon RX 580 and Radeon Instinct MI6
* "Polaris 11" chips, such as on the AMD Radeon RX 570 and Radeon Pro WX 4100
* "Polaris 12" chips, such as on the AMD Radeon RX 550 and Radeon RX 540
* GFX9 GPUs
* "Vega 10" chips, such as on the AMD Radeon RX Vega 64 and Radeon Instinct MI25
* "Vega 7nm" chips
ROCm is a collection of software ranging from drivers and runtimes to libraries and developer tools.
Some of this software may work with more GPUs than the "officially supported" list above, though AMD does not make any official claims of support for these devices on the ROCm software platform.
The following list of GPUs are enabled in the ROCm software, though full support is not guaranteed:
* GFX7 GPUs
* "Hawaii" chips, such as the AMD Radeon R9 390X and FirePro W9100
As described in the next section, GFX8 GPUs require PCI Express 3.0 (PCIe 3.0) with support for PCIe atomics. This requires both CPU and motherboard support. GFX9 GPUs, by default, also require PCIe 3.0 with support for PCIe atomics, but they can operate in most cases without this capability.
At this time, the integrated GPUs in AMD APUs are not officially supported targets for ROCm.
As descried [below](#limited-support), "Carrizo", "Bristol Ridge", and "Raven Ridge" APUs are enabled in our upstream drivers and the ROCm OpenCL runtime.
However, they are not enabled in our HCC or HIP runtimes, and may not work due to motherboard or OEM hardware limitations.
As such, they are not yet officially supported targets for ROCm.
For a more detailed list of hardware support, please see [the following documentation](https://rocm.github.io/hardware.html).
#### Supported CPUs
As described above, GFX8 GPUs require PCIe 3.0 with PCIe atomics in order to run ROCm.
In particular, the CPU and every active PCIe point between the CPU and GPU require support for PCIe 3.0 and PCIe atomics.
The CPU root must indicate PCIe AtomicOp Completion capabilities and any intermediate switch must indicate PCIe AtomicOp Routing capabilities.
Current CPUs which support PCIe Gen3 + PCIe Atomics are:
* AMD Ryzen CPUs;
* The CPUs in AMD Ryzen APUs;
* AMD Ryzen Threadripper CPUs
* AMD EPYC CPUs;
* Intel Xeon E7 v3 or newer CPUs;
* Intel Xeon E5 v3 or newer CPUs;
* Intel Xeon E3 v3 or newer CPUs;
* Intel Core i7 v4, Core i5 v4, Core i3 v4 or newer CPUs (i.e. Haswell family or newer).
* Some Ivy Bridge-E systems
Beginning with ROCm 1.8, GFX9 GPUs (such as Vega 10) no longer require PCIe atomics.
We have similarly opened up more options for number of PCIe lanes.
GFX9 GPUs can now be run on CPUs without PCIe atomics and on older PCIe generations, such as PCIe 2.0.
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.
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.
If you attempt to run ROCm on a system without proper PCIe atomic support, you may see an error in the kernel log (`dmesg`):
```
kfd: skipped device 1002:7300, PCI rejects atomics
```
Experimental support for our Hawaii (GFX7) GPUs (Radeon R9 290, R9 390, FirePro W9100, S9150, S9170)
does not require or take advantage of PCIe Atomics. However, we still recommend that you use a CPU
from the list provided above for compatibility purposes.
#### Not supported or limited support under ROCm
##### Limited support
* ROCm 2.0.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.
* 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 2.0, "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.
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
* AMD "Raven 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 2.0, "Raven Ridge" requires the use of upstream kernel drivers.
* In addition, various "Raven 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.
* Before purchasing such a system for ROCm, please verify that the BIOS provides an option for enabling IOMMUv2 and that the system BIOS properly exposes the correct CRAT table. Inquire with your vendor about the latter.
##### Not supported
* "Tonga", "Iceland", "Vega M", and "Vega 12" GPUs are not supported in ROCm 2.0.x
* We do not support GFX8-class GPUs (Fiji, Polaris, etc.) on CPUs that do not have PCIe 3.0 with PCIe atomics.
* 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.
### New features and enhancements in ROCm 2.0
Features and enhancements introduced in previous versions of ROCm can be found in [version_history.md](version_history.md)
#### Adds support for RHEL 7.6 / CentOS 7.6 and Ubuntu 18.04.1
#### Adds support for Vega 7nm, Polaris 12 GPUs
#### Introduces MIVisionX
* A comprehensive computer vision and machine intelligence libraries, utilities and applications bundled into a single toolkit.
#### Improvements to ROCm Libraries
* rocSPARSE & hipSPARSE
* rocBLAS with improved DGEMM efficiency on Vega 7nm
#### MIOpen
* This release contains general bug fixes and an updated performance database
* Group convolutions backwards weights performance has been improved
* RNNs now support fp16
#### Tensorflow multi-gpu and Tensorflow FP16 support for Vega 7nm
* TensorFlow v1.12 is enabled with fp16 support
#### PyTorch/Caffe2 with Vega 7nm Support
* fp16 support is enabled
* Several bug fixes and performance enhancements
* Known Issue: breaking changes are introduced in ROCm 2.0 which are not addressed upstream yet. Meanwhile, please continue to use ROCm fork at https://github.com/ROCmSoftwarePlatform/pytorch
#### Improvements to ROCProfiler tool
* Support for Vega 7nm
#### Support for hipStreamCreateWithPriority
* Creates a stream with the specified priority. It creates a stream on which enqueued kernels have a different priority for execution compared to kernels enqueued on normal priority streams. The priority could be higher or lower than normal priority streams.
#### OpenCL 2.0 support
* ROCm 2.0 introduces full support for kernels written in the OpenCL 2.0 C language on certain devices and systems.  Applications can detect this support by calling the “clGetDeviceInfo” query function with “parame_name” argument set to “CL_DEVICE_OPENCL_C_VERSION”.  In order to make use of OpenCL 2.0 C language features, the application must include the option “-cl-std=CL2.0” in options passed to the runtime API calls responsible for compiling or building device programs.  The complete specification for the OpenCL 2.0 C language can be obtained using the following link: https://www.khronos.org/registry/OpenCL/specs/opencl-2.0-openclc.pdf
#### Improved Virtual Addressing (48-bit VA) management for Vega 10 and later GPUs
* Fixes Clang AddressSanitizer and potentially other 3rd-party memory debugging tools with ROCm
* Small performance improvement on workloads that do a lot of memory management
* Removes virtual address space limitations on systems with more VRAM than system memory
#### Kubernetes support
### The latest ROCm platform - ROCm 2.0
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-2.0.0)
- [ROCr Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/roc-2.0.0)
- [ROCt Thunk Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-2.0.0)
* ROCm Support Software
- [ROCm SMI](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-2.0.0)
- [ROCm cmake](https://github.com/RadeonOpenCompute/rocm-cmake/tree/6240bb35)
- [rocminfo](https://github.com/RadeonOpenCompute/rocminfo/tree/1bb0ccc7)
- [ROCm Bandwidth Test](https://github.com/RadeonOpenCompute/rocm_bandwidth_test/tree/roc-2.0.0)
* ROCm Development Tools
- [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/roc-2.0.0)
- [HIP](https://github.com/ROCm-Developer-Tools/HIP/tree/roc-2.0.0)
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-2.0.0)
- ROCm OpenCL, which is created from the following components:
- [ROCm OpenCL Runtime](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Runtime/tree/roc-2.0.0)
- [ROCm OpenCL Driver](http://github.com/RadeonOpenCompute/ROCm-OpenCL-Driver/tree/roc-2.0.0)
- The ROCm OpenCL compiler, which is created from the following components:
- [ROCm LLVM](http://github.com/RadeonOpenCompute/llvm/tree/roc-2.0.0)
- [ROCm Clang](http://github.com/RadeonOpenCompute/clang/tree/roc-2.0.0)
- [ROCm lld](http://github.com/RadeonOpenCompute/lld/tree/roc-2.0.0)
- [ROCm Device Libraries](https://github.com/RadeonOpenCompute/ROCm-Device-Libs/tree/roc-2.0.0)
- [ROCM Clang-OCL Kernel Compiler](https://github.com/RadeonOpenCompute/clang-ocl/tree/688fe5d9)
- [Asynchronous Task and Memory Interface (ATMI)](https://github.com/RadeonOpenCompute/atmi/tree/4dd14ad8)
- [ROCr Debug Agent](https://github.com/ROCm-Developer-Tools/rocr_debug_agent/tree/roc-2.0.0)
- [ROCm Code Object Manager](https://github.com/RadeonOpenCompute/ROCm-CompilerSupport/tree/roc-2.0.0)
- [ROC Profiler](https://github.com/ROCm-Developer-Tools/rocprofiler/tree/roc-2.0.0)
- [Radeon Compute Profiler](https://github.com/GPUOpen-Tools/RCP/tree/v5.6)
- 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-2.0.x)
* ROCm Libraries
- [rocBLAS](https://github.com/ROCmSoftwarePlatform/rocBLAS/tree/v2.0.0)
- [hipBLAS](https://github.com/ROCmSoftwarePlatform/hipBLAS/tree/v0.12.1.0)
- [rocFFT](https://github.com/ROCmSoftwarePlatform/rocFFT/tree/v0.8.8)
- [rocRAND](https://github.com/ROCmSoftwarePlatform/rocRAND/tree/7278524e)
- [rocSPARSE](https://github.com/ROCmSoftwarePlatform/rocSPARSE/tree/v1.0.1)
- [hipSPARSE](https://github.com/ROCmSoftwarePlatform/hipSPARSE/tree/v1.0.2)
- [rocALUTION](https://github.com/ROCmSoftwarePlatform/rocALUTION/tree/v1.3.7)
- [MIOpenGEMM](https://github.com/ROCmSoftwarePlatform/MIOpenGEMM/tree/9547fb9e)
- [MIOpen](https://github.com/ROCmSoftwarePlatform/MIOpen/tree/1.7.0)
- [HIP Thrust](https://github.com/ROCmSoftwarePlatform/Thrust/tree/e0b8fe2a)
- [ROCm SMI Lib](https://github.com/RadeonOpenCompute/rocm_smi_lib/tree/roc-2.0.0)
- [RCCL](https://github.com/ROCmSoftwarePlatform/rccl/tree/0.7.1)
- [MIVisionX](https://github.com/GPUOpen-ProfessionalCompute-Libraries/MIVisionX/tree/1.0.0)
- [CUB HIP](https://github.com/ROCmSoftwarePlatform/cub-hip/tree/hip_port_1.7.4)
#### Supported Operating Systems - New operating systems available
The ROCm 2.0.x platform supports the following operating systems:
* Ubuntu 16.04.x and 18.04.x (Version 16.04.3 and newer or kernels 4.13 and newer)
* CentOS 7.4, 7.5, and 7.6 (Using devtoolset-7 runtime support)
* RHEL 7.4, 7.5, and 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.
As such, users have the option of either using the ROCK kernel driver that are part of AMD's ROCm repositories or using the upstream driver and only installing ROCm user-level utilities from AMD's ROCm repositories.
These releases of the upstream Linux kernel support the following GPUs in ROCm:
* 4.17: Fiji, Polaris 10, Polaris 11
* 4.18: Fiji, Polaris 10, Polaris 11, Vega10
The upstream driver may be useful for running ROCm software on systems that are not compatible with the kernel driver available in AMD's repositories.
For users that have the option of using either AMD's or the upstreamed driver, there are various tradeoffs to take into consideration:
| | Using AMD's `rock-dkms` package | Using the upstream kernel driver |
| ---- | ------------------------------------------------------------| ----- |
| Pros | More GPU features, and they are enabled earlier | Includes the latest Linux kernel features |
| | Tested by AMD on supported distributions | May work on other distributions and with custom kernels |
| | 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 |
| | | 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 |
Using our knowledge of the HSA Standards and, more importantly, the HSA
Runtime we have been able to successfully extended support to the dGPU with
critical features for NUMA class acceleration. As a result, the ROCK driver is
composed of several components based on our efforts to develop the
Heterogeneous System Architecture for APUs, including the new AMDGPU driver,
the Kernel Fusion Driver (KFD), the HSA+ Runtime and an LLVM based compilation
stack for the building of key language support. This support starts with AMDs
FIJI Family of dGPU, and has expanded to include the Hawaii dGPU Family in
ROCm 1.2.
### Installing from AMD ROCm repositories
### The Latest ROCm Platform - ROCm 1.2
The latest tested version of the drivers, tools, libraries and source code for
the ROCm platform have been released and are available under the roc-1.2.0 tag
of the following GitHub repositories:
AMD hosts both [Debian](http://repo.radeon.com/rocm/apt/debian/) and [RPM](http://repo.radeon.com/rocm/yum/rpm/) repositories for the ROCm 2.0.x packages at this time.
* [ROCK-Kernel-Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-1.2.0)
* [ROCR-Runtime](https://github.com/RadeonOpenCompute/ROCR-Runtime/tree/roc-1.2.0)
* [ROCT-Thunk-Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-1.2.0)
* [HCC compiler](https://github.com/RadeonOpenCompute/hcc/tree/roc-1.2.0)
* [LLVM-AMDGPU-Assembler-Extra](https://github.com/RadeonOpenCompute/LLVM-AMDGPU-Assembler-Extra/tree/roc-1.2.0)
* [ROC-smi](https://github.com/RadeonOpenCompute/ROC-smi/tree/roc-1.2.0)
* [ROCnRDMA](https://github.com/RadeonOpenCompute/ROCnRDMA/tree/roc-1.2.0)
* [HIP](https://github.com/GPUOpen-ProfessionalCompute-Tools/HIP/tree/roc-1.2.0)
* [HIP-Examples](https://github.com/GPUOpen-ProfessionalCompute-Tools/HIP-Examples/tree/roc-1.2.0)
The packages in the Debian repository have been signed to ensure package integrity.
In addition the following mirror repositories that support the HCC compiler are
also available on GitHub, and frozen for the roc-1.2.0 release:
#### ROCm Binary Package Structure
* [llvm](https://github.com/RadeonOpenCompute/llvm/tree/roc-1.2.0)
* [clang](https://github.com/RadeonOpenCompute/clang/tree/roc-1.2.0)
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.
### Installing from AMD ROCm Repositories
AMD is hosting both debian and rpm repositories for the ROCm 1.2 packages. The
packages in both repositories have been signed to ensure package integrity.
Directions for each repository are given below:
The packages for each of the major ROCm components are:
#### Supported Operating Systems
* ROCm Core Components
- ROCk Kernel Driver: `rock-dkms`
- ROCr Runtime: `hsa-rocr-dev`, `hsa-ext-rocr-dev`
- ROCt Thunk Interface: `hsakmt-roct`, `hsakmt-roct-dev`
* ROCm Support Software
- ROCm SMI: `rocm-smi`
- ROCm cmake: `rocm-cmake`
- rocminfo: `rocminfo`
- ROCm Bandwidth Test: `rocm_bandwidth_test`
* ROCm Development Tools
- HCC compiler: `hcc`
- HIP: `hip_base`, `hip_doc`, `hip_hcc`, `hip_samples`
- ROCm Device Libraries: `rocm-device-libs`
- ROCm OpenCL: `rocm-opencl`, `rocm-opencl-devel` (on RHEL/CentOS), `rocm-opencl-dev` (on Ubuntu)
- ROCM Clang-OCL Kernel Compiler: `rocm-clang-ocl`
- Asynchronous Task and Memory Interface (ATMI): `atmi`
- ROCr Debug Agent: `rocr_debug_agent`
- ROCm Code Object Manager: `comgr`
- ROC Profiler: `rocprofiler-dev`
- Radeon Compute Profiler: `rocm-profiler`
* ROCm Libraries
- rocBLAS: `rocblas`
- hipBLAS: `hipblas`
- rocFFT: `rocfft`
- rocRAND: `rocrand`
- rocSPARSE: `rocsparse`
- hipSPARSE: `hipsparse`
- rocALUTION: `rocalution:`
- MIOpenGEMM: `miopengemm`
- MIOpen: `MIOpen-HIP` (for the HIP version), `MIOpen-OpenCL` (for the OpenCL version)
- HIP Thrust: `thrust` (on RHEL/CentOS), `hip-thrust` (on Ubuntu)
- ROCm SMI Lib: `rocm_smi_lib64`
- RCCL: `rccl`
- MIVisionX: `mivisionx`
- CUB HIP: `cub-hip`
The ROCm platform has been tested on the following operating systems:
* Ubuntu 14.04.04
* Fedora 23
To make it easier to install ROCm, the AMD binary repos provide a number of meta-packages that will automatically install multiple other packages.
For example, `rocm-dkms` is the primary meta-package that is used to install most of the base technology needed for ROCm to operate.
It will install the `rock-dkms` kernel driver, and another meta-package (`rocm-dev`) which installs most of the user-land ROCm core components, support software, and development tools.
There is experimental support for the following operating systems:
* Ubuntu 16.04
* Fedora 22
The `rocm-utils` meta-package will install useful utilities that, while not required for ROCm to operate, may still be beneficial to have.
Finally, the `rocm-libs` meta-package will install some (but not all) of the libraries that are part of ROCm.
#### Debian repository - apt-get
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
|--rocm-device-libs
|--rocm-utils
|-- rocminfo
|-- rocm-cmake
\-- rocm-clang-ocl # This will cause OpenCL to be installed
|--hcc
|--hip_base
|--hip_doc
|--hip_hcc
|--hip_samples
|--rocm-smi
|--hsakmt-roct
|--hsakmt-roct-dev
|--hsa-amd-aqlprofile
|--comgr
\--rocr_debug_agent
rocm-libs
|-- rocblas
|-- rocfft
|-- rocrand
\-- hipblas
```
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
For Debian-based systems like Ubuntu, configure the Debian ROCm repository as
follows:
```shell
wget -qO - http://packages.amd.com/rocm/apt/debian/rocm.gpg.key | sudo apt-key add -
sudo sh -c 'echo deb [arch=amd64] http://packages.amd.com/rocm/apt/debian/ trusty main > /etc/apt/sources.list.d/rocm.list'
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. A new key is required for ROCm 1.2.0.
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:
##### Install or Update
Next, update the apt-get repository list and install/update the rocm package:
`f7f8147431c75e505c58a6f3a3548510869357a6 rocm.gpg.key`
>**Warning**: Before proceeding, make sure to completely
>[uninstall any pre-release ROCm packages](https://github.com/RadeonOpenCompute/ROCm#removing-pre-release-packages):
##### Install
Next, update the apt repository list and install the `rocm-dkms` meta-package:
```shell
sudo apt-get update
sudo apt-get install rocm
sudo apt update
sudo apt install rocm-dkms
```
Then, make the ROCm kernel your default kernel. If using grub2 as your
bootloader, you can edit the `GRUB_DEFAULT` variable in the following file:
##### 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
sudo vi /etc/default/grub
sudo update-grub
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 $LOGNAME
```
You may want to ensure that any future users you add to your system are put into the "video" group by default. To do that, you can run the following commands:
```shell
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
```
Once complete, reboot your system.
We recommend you [verify your installation](https://github.com/RadeonOpenCompute/ROCm#verify-installation) to make sure everything completed successfully.
##### Test basic ROCm installation
##### Un-install
To un-install the entire rocm-dev development package execute:
After rebooting the system run the following commands to verify that the ROCm installation was successful. If you see your GPUs listed by both of these commands, you should be ready to go!
```shell
sudo apt-get autoremove rocm
/opt/rocm/bin/rocminfo
/opt/rocm/opencl/bin/x86_64/clinfo
```
Note that, to make running ROCm programs easier, you may wish to put the ROCm binaries in your PATH.
```shell
echo 'export PATH=$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. In this scenario,
you may prefer to avoid installing the ROCm Kernel to your development system.
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-get update
sudo apt-get install rocm-dev
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
##### Removing pre-release packages
If you installed any of the ROCm pre-release packages from github, they will
need to be manually un-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-get purge libhsakmt
sudo apt-get purge radeon-firmware
sudo apt-get purge $(dpkg -l | grep 'kfd\|rocm' | grep linux | grep -v libc | awk '{print $2}')
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
```
If possible, we would recommend starting with a fresh OS install.
#### CentOS/RHEL 7 (7.4, 7.5, 7.6) Support
#### RPM repository - dnf (yum)
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).
A dnf (yum) repostiory is also available for installation of rpm packages. To configure a
system to use the ROCm rpm directory create the file /etc/yum.repos.d/rocm.repo with
the following contents:
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 (7.4, 7.5, 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
[remote]
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
```
name=ROCm Repo
Third, enable additional repositories by downloading and installing the epel-release-latest-7 repository RPM:
baseurl=http://packages.amd.com/rocm/yum/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 (7.4, 7.5, 7.6) for DKMS Install
Installing kernel drivers on CentOS/RHEL 7.4/7.5/7.6 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-74-75-and-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
```
Execute the following commands:
The repo's URL should point to the location of the repositories repodata database. Install ROCm components using these commands:
```shell
sudo dnf clean all
sudo dnf install rocm
sudo yum install rocm-dkms
```
As with the debian packages, it is possible to install rocm-dev or rocm-kernel individually.
To uninstall the packages execute:
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
sudo dnf remove rocm
groups
```
#### Verify Installation
To verify that the ROCm stack completed successfully you can execute to HSA
vectory\_copy sample application:
To add yourself to the video (or wheel) group you will need the sudo password and can use the
following command:
```shell
cd /opt/rocm/hsa/sample
make
./vector_copy
sudo usermod -a -G video $LOGNAME
```
#### Closed Source Components
The ROCm platform relies on a few closed source components to provide legacy
functionality like HSAIL finalization and debugging/profiling support. These
components are only available through the ROCm repositories, and will either be
deprecated or become open source components in the future. These components are
made available in the following packages:
You may want to ensure that any future users you add to your system are put into the "video" group by default. To do that, you can run the following commands:
```shell
echo 'ADD_EXTRA_GROUPS=1' | sudo tee -a /etc/adduser.conf
echo 'EXTRA_GROUPS=video' | sudo tee -a /etc/adduser.conf
```
Current release supports CentOS/RHEL 7.4, 7.5, 7.6. If users want to update the OS version, they should completely remove ROCm packages before updating to the latest version of the OS, to avoid DKMS related issues.
Once complete, reboot your system.
###### Test basic ROCm installation
After rebooting the system run the following commands to verify that the ROCm installation was successful. If you see your GPUs listed by both of these commands, you should be ready to go!
```shell
/opt/rocm/bin/rocminfo
/opt/rocm/opencl/bin/x86_64/clinfo
```
Note that, to make running ROCm programs easier, you may wish to put the ROCm binaries in your PATH.
```shell
echo 'export PATH=$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 7.4, 7.5 and 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
#### HCC: removed support for C++AMP in ROCm 2.0
#### HipCaffe is supported on single GPU configurations
#### The ROCm SMI library calls to rsmi_dev_power_cap_set() and rsmi_dev_power_profile_set() will not work for all but the first gpu in multi-gpu set ups.
### 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
Modifications can be made to the ROCm 1.2 components by modifying the open
source code base and rebuilding the components. Source code can be cloned from
each of the GitHub repositories using git, or users can use the repo command
and the ROCm 1.2 manifest file to download the entire ROCm 1.2 source code.
### 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 commands:
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: make sure ~/bin exists and it is part of your PATH
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.
#### Cloning the code
```shell
mkdir ROCm && cd ROCm
repo init -u https://github.com/RadeonOpenCompute/ROCm.git -b roc-1.2.0
mkdir -p ~/ROCm/
cd ~/ROCm/
~/bin/repo init -u https://github.com/RadeonOpenCompute/ROCm.git -b roc-2.0.0
repo sync
```
These series of commands will pull all of the open source code associated with
the ROCm 1.2 release.
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.
### Final notes
* OpenCL Runtime and Compiler will be submitted to the Khronos Group for conformance testing prior to its final release.

View File

@@ -2,26 +2,71 @@
<manifest>
<remote name="roc-github"
fetch="ssh://git@github.com/RadeonOpenCompute/" />
<remote name="pctools-github"
fetch="ssh://git@github.com/GPUOpen-ProfessionalCompute-Tools/" />
fetch="http://github.com/RadeonOpenCompute/" />
<remote name="rocm-devtools"
fetch="https://github.com/ROCm-Developer-Tools/" />
<remote name="rocm-swplat"
fetch="https://github.com/ROCmSoftwarePlatform/" />
<remote name="gpuopen-libs"
fetch="https://github.com/GPUOpen-ProfessionalCompute-Libraries/" />
<remote name="gpuopen-tools"
fetch="https://github.com/GPUOpen-Tools/" />
<default revision="master"
<default revision="refs/tags/roc-2.0.0"
remote="roc-github"
sync-c="true"
sync-j="4" />
<project path="llvm" name="llvm" />
<project path="llvm-amdgpu-assembler-extra" name="LLVM-AMDGPU-Assembler-Extra" />
<project path="clang" name="clang" />
<project name="ROCK-Kernel-Driver" />
<project name="ROCT-Thunk-Interface" />
<project name="ROCR-Runtime" />
<project name="ROC-smi" />
<project name="rocm-cmake" revision="6240bb35a3f6cc775b57561506b10e932130e20a" />
<project name="rocminfo" revision="1bb0ccc731f772bb1a553e37b41d06eb0a684926" />
<project name="rocprofiler" remote="rocm-devtools" />
<!-- 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" />
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/clang" name="clang" />
<project path="ROCm-OpenCL-Runtime/compiler/llvm/tools/lld" name="lld" />
<project path="ROCm-OpenCL-Runtime/library/amdgcn" name="ROCm-Device-Libs"/>
<project path="ROCm-OpenCL-Runtime/api/opencl/khronos/icd" name="OpenCL-ICD-Loader" remote="KhronosGroup" revision="261c1288aadd9dcc4637aca08332f603e6c13715" />
<project path="hcc" name="hcc" />
<project path="ROCT-Thunk-Interface" name="ROCT-Thunk-Interface" />
<project path="ROCK-Kernel-Driver" name="ROCK-Kernel-Driver" />
<project path="ROC-smi" name="ROC-smi" />
<project path="ROCnRDMA" name="ROCnRDMA" />
<project path="rdma-perftest" name="rdma-perftest" />
<project path="ROCR-Runtime" name="ROCR-Runtime" />
<project path="HIP" remote="pctools-github" name="HIP" />
<project path="HIP-Examples" remote="pctools-github" name="HIP-Examples" />
<project name="clang-ocl" revision="688fe5d98b3d6a06838f10d3a7db951c288c0f54" />
<!-- HCC needs to be recursively synced to get it submodules -->
<project name="hcc" sync-s="true" />
<project name="HCC-Example-Application" remote="rocm-devtools" revision="ffd6533305e79eed667badd3c4cdb7879a1281b8" />
<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" />
<project name="lld" path="llvm_amd-common/lld" />
<project name="clang" path="llvm_amd-common/clang" />
<project name="ROCm-Device-Libs" />
<project name="atmi" revision="4dd14ad8fafc64dc8f35b0646cfe84e3e36a3c64" />
<project name="ROCm-CompilerSupport" />
<project name="rocr_debug_agent" remote="rocm-devtools" />
<project name="rocm_bandwidth_test" />
<project name="RCP" remote="gpuopen-tools" revision="refs/tags/v5.6" />
<!-- ROCm Libraries -->
<project name="rocBLAS" remote="rocm-swplat" revision="refs/tags/v2.0.0" />
<project name="hipBLAS" remote="rocm-swplat" revision="refs/tags/v0.12.1.0" />
<project name="rocFFT" remote="rocm-swplat" revision="refs/tags/v0.8.8" />
<project name="rocRAND" remote="rocm-swplat" revision="7278524ea37f449795fdafcd0bf5307f61f06ba9" />
<project name="rocSPARSE" remote="rocm-swplat" revision="refs/tags/v1.0.1" />
<project name="hipSPARSE" remote="rocm-swplat" revision="refs/tags/v1.0.2" />
<project name="rocALUTION" remote="rocm-swplat" revision="refs/tags/v1.3.7" />
<project name="MIOpenGEMM" remote="rocm-swplat" revision="9547fb9e8499a5a9f16da83b1e6b749de82dd9fb" />
<project name="MIOpen" remote="rocm-swplat" revision="refs/tags/1.7.0" />
<project name="Thrust" remote="rocm-swplat" revision="e0b8fe2af3d345fb85689011140a20ff46fb610d" sync-s="true" />
<project name="rocm_smi_lib" />
<project name="rccl" remote="rocm-swplat" revision="refs/tags/0.7.1" />
<project name="MIVisionX" remote="gpuopen-libs" revision="refs/tags/1.0.0" />
<project name="cub-hip" remote="rocm-swplat" revision="hip_port_1.7.4" />
</manifest>

187
version_history.md Normal file
View File

@@ -0,0 +1,187 @@
## ROCm Version History
This file contains archived version history information for the [ROCm project](https://github.com/RadeonOpenCompute/ROCm)
### Current ROCm Version: 2.0
- [New features and enhancements in ROCm 2.0](#new-features-and-enhancements-in-rocm-20)
- [New features and enhancements in ROCm 1.9.2](#new-features-and-enhancements-in-rocm-192)
- [New features and enhancements in ROCm 1.9.2](#new-features-and-enhancements-in-rocm-192-1)
- [New features and enhancements in ROCm 1.9.1](#new-features-and-enhancements-in-rocm-191)
- [New features and enhancements in ROCm 1.9.0](#new-features-and-enhancements-in-rocm-190)
- [New features as of ROCm 1.8.3](#new-features-as-of-rocm-183)
- [New features as of ROCm 1.8](#new-features-as-of-rocm-18)
- [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 2.0
#### Adds support for RHEL 7.6 / CentOS 7.6 and Ubuntu 18.04.1
#### Adds support for Vega 7nm, Polaris 12 GPUs
#### Introduces MIVisionX
* A comprehensive computer vision and machine intelligence libraries, utilities and applications bundled into a single toolkit.
#### Improvements to ROCm Libraries
* rocSPARSE & hipSPARSE
* rocBLAS with improved DGEMM efficiency on Vega 7nm
#### MIOpen
* This release contains general bug fixes and an updated performance database
* Group convolutions backwards weights performance has been improved
* RNNs now support fp16
#### Tensorflow multi-gpu and Tensorflow FP16 support for Vega 7nm
* TensorFlow v1.12 is enabled with fp16 support
#### PyTorch/Caffe2 with Vega 7nm Support
* fp16 support is enabled
* Several bug fixes and performance enhancements
* Known Issue: breaking changes are introduced in ROCm 2.0 which are not addressed upstream yet. Meanwhile, please continue to use ROCm fork at https://github.com/ROCmSoftwarePlatform/pytorch
#### Improvements to ROCProfiler tool
* Support for Vega 7nm
#### Support for hipStreamCreateWithPriority
* Creates a stream with the specified priority. It creates a stream on which enqueued kernels have a different priority for execution compared to kernels enqueued on normal priority streams. The priority could be higher or lower than normal priority streams.
#### OpenCL 2.0 support
* ROCm 2.0 introduces full support for kernels written in the OpenCL 2.0 C language on certain devices and systems.  Applications can detect this support by calling the “clGetDeviceInfo” query function with “parame_name” argument set to “CL_DEVICE_OPENCL_C_VERSION”.  In order to make use of OpenCL 2.0 C language features, the application must include the option “-cl-std=CL2.0” in options passed to the runtime API calls responsible for compiling or building device programs.  The complete specification for the OpenCL 2.0 C language can be obtained using the following link: https://www.khronos.org/registry/OpenCL/specs/opencl-2.0-openclc.pdf
#### Improved Virtual Addressing (48 bit VA) management for Vega 10 and later GPUs
* Fixes Clang AddressSanitizer and potentially other 3rd-party memory debugging tools with ROCm
* Small performance improvement on workloads that do a lot of memory management
* Removes virtual address space limitations on systems with more VRAM than system memory
#### Kubernetes support
### New features and enhancements in ROCm 1.9.2
#### RDMA(MPI) support on Vega 7nm
* Support ROCnRDMA based on Mellanox InfiniBand
#### Improvements to HCC
* Improved link time optimization
#### Improvements to ROCProfiler tool
* General bug fixes and implemented versioning APIs
### New features and enhancements in ROCm 1.9.2
#### RDMA(MPI) support on Vega 7nm
* Support ROCnRDMA based on Mellanox InfiniBand
#### Improvements to HCC
* Improved link time optimization
#### Improvements to ROCProfiler tool
* General bug fixes and implemented versioning APIs
#### Critical bug fixes
### New features and enhancements in ROCm 1.9.1
#### Added DPM support to Vega 7nm
* Dynamic Power Management feature is enabled on Vega 7nm.
#### Fix for 'ROCm profiling' that used to fail with a “Version mismatch between HSA runtime and libhsa-runtime-tools64.so.1” error
### New features and enhancements in ROCm 1.9.0
#### Preview for Vega 7nm
* Enables developer preview support for Vega 7nm
#### System Management Interface
* Adds support for the ROCm SMI (System Management Interface) library, which provides monitoring and management capabilities for AMD GPUs.
#### Improvements to HIP/HCC
* Support for gfx906
* Added deprecation warning for C++AMP. This will be the last version of HCC supporting C++AMP.
* Improved optimization for global address space pointers passing into a GPU kernel
* Fixed several race conditions in the HCC runtime
* Performance tuning to the unpinned copy engine
* Several codegen enhancement fixes in the compiler backend
#### Preview for rocprof Profiling Tool
Developer preview (alpha) of profiling tool rocProfiler. It includes a command-line front-end, `rpl_run.sh`, which enables:
* Cmd-line tool for dumping public per kernel perf-counters/metrics and kernel timestamps
* Input file with counters list and kernels selecting parameters
* Multiple counters groups and app runs supported
* Output results in CSV format
The tool can be installed from the `rocprofiler-dev` package. It will be installed into: `/opt/rocm/bin/rpl_run.sh`
#### Preview for rocr Debug Agent rocr_debug_agent
The ROCr Debug Agent is a library that can be loaded by ROCm Platform Runtime to provide the following functionality:
* Print the state for wavefronts that report memory violation or upon executing a "s_trap 2" instruction.
* Allows SIGINT (`ctrl c`) or SIGTERM (`kill -15`) to print wavefront state of aborted GPU dispatches.
* It is enabled on Vega10 GPUs on ROCm1.9.
The ROCm1.9 release will install the ROCr Debug Agent library at `/opt/rocm/lib/librocr_debug_agent64.so`
#### New distribution support
* Binary package support for Ubuntu 18.04
#### ROCm 1.9 is ABI compatible with KFD in upstream Linux kernels.
Upstream Linux kernels support the following GPUs in these releases:
4.17: Fiji, Polaris 10, Polaris 11
4.18: Fiji, Polaris 10, Polaris 11, Vega10
Some ROCm features are not available in the upstream KFD:
* More system memory available to ROCm applications
* Interoperability between graphics and compute
* RDMA
* IPC
To try ROCm with an upstream kernel, install ROCm as normal, but do not install the rock-dkms package. Also add a udev rule to control `/dev/kfd` permissions:
```
echo 'SUBSYSTEM=="kfd", KERNEL=="kfd", TAG+="uaccess", GROUP="video"' | sudo tee /etc/udev/rules.d/70-kfd.rules
```
### New features as of ROCm 1.8.3
* ROCm 1.8.3 is a minor update meant to fix compatibility issues on Ubuntu releases running kernel 4.15.0-33
### New features as of ROCm 1.8
#### DKMS driver installation
* Debian packages are provided for DKMS on Ubuntu
* RPM packages are provided for CentOS/RHEL 7.4 and 7.5 support
* See the [ROCT-Thunk-Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-1.8.x) and [ROCK-Kernel-Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-1.8.x) for additional documentation on driver setup
#### New distribution support
* Binary package support for Ubuntu 16.04 and 18.04
* Binary package support for CentOS 7.4 and 7.5
* Binary package support for RHEL 7.4 and 7.5
#### Improved OpenMPI via UCX support
* UCX support for OpenMPI
* ROCm RDMA
### New Features as of ROCm 1.7
#### DKMS driver installation
* New driver installation uses Dynamic Kernel Module Support (DKMS)
* Only amdkfd and amdgpu kernel modules are installed to support AMD hardware
* Currently only Debian packages are provided for DKMS (no Fedora suport available)
* See the [ROCT-Thunk-Interface](https://github.com/RadeonOpenCompute/ROCT-Thunk-Interface/tree/roc-1.7.x) and [ROCK-Kernel-Driver](https://github.com/RadeonOpenCompute/ROCK-Kernel-Driver/tree/roc-1.7.x) for additional documentation on driver setup
### New Features as of ROCm 1.5
#### Developer preview of the new OpenCL 1.2 compatible language runtime and compiler
* OpenCL 2.0 compatible kernel language support with OpenCL 1.2 compatible
runtime
* Supports offline ahead of time compilation today;
during the Beta phase we will add in-process/in-memory compilation.
#### Binary Package support for Ubuntu 16.04
#### Binary Package support for Fedora 24 is not currently available
#### Dropping binary package support for Ubuntu 14.04, Fedora 23
#### IPC support