1. 安装 AMD ROCm 显卡条件
要安装AMD的 ROCm显卡，必须满足以下条件，只能高于下面信息版本，不能低于。
|
Distribution |
Kernel |
GCC |
GLIBC |
|
x86_64 |
|
|
|
|
Fedora 24 |
4.11 |
5.40 |
2.23 |
|
Ubuntu 16.04 |
4.11 |
5.40 |
2.23 |
BIOS 必须开起 Above 4G 功能，否则 BIOS 会报错。
将 Above 4G 设为 Enable 。
2. ROCm驱动安装
2.1 官方说明
AMD ROCm显卡官方安装说明地址：
https://rocm.github.io/ROCmInstall.html
2.2 在线驱动安装
以下操作步骤均在root用户下操作
1、查看系统是否识别显卡
root@duke:~# lspci | grep -i AMD
02:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD] Device 1470 (rev 01)
03:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD] Device 1471
04:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Device 6860 (rev 01)
2、查看系统内核是否符合要求
root@duke:~#
uname -m && cat /etc/*release
x86_64
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=16.04
DISTRIB_CODENAME=xenial
DISTRIB_DESCRIPTION="Ubuntu 16.04.3 LTS"
NAME="Ubuntu"
VERSION="16.04.3 LTS (Xenial Xerus)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 16.04.3 LTS"
VERSION_ID="16.04"
HOME_URL="http://www.ubuntu.com/"
SUPPORT_URL="http://help.ubuntu.com/"
BUG_REPORT_URL="http://bugs.launchpad.net/ubuntu/"
VERSION_CODENAME=xenial
UBUNTU_CODENAME=xenial
3、查看gcc是否符合要求
root@duke:~#
gcc --version
gcc (Ubuntu 5.4.0-6ubuntu1~16.04.4) 5.4.0 20160609
Copyright (C) 2015 Free Software Foundation, Inc.
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
4、增加Repo服务
root@duke:~#
wget -qO - http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | sudo apt-key add -
OK
root@duke:~#
sh -c 'echo deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main > /etc/apt/sources.list.d/rocm.list'
5、安装或升级ROCm驱动
root@duke:~#
apt-get update
命中:1 http://cn.archive.ubuntu.com/ubuntu xenial InRelease
命中:2 http://cn.archive.ubuntu.com/ubuntu xenial-updates InRelease
命中:3 http://cn.archive.ubuntu.com/ubuntu xenial-backports InRelease
获取:4 http://security.ubuntu.com/ubuntu xenial-security InRelease [102 kB]
获取:5 http://repo.radeon.com/rocm/apt/debian xenial InRelease [1,814 B]
获取:6 http://repo.radeon.com/rocm/apt/debian xenial/main amd64 Packages [5,545 B]
获取:7 http://security.ubuntu.com/ubuntu xenial-security/main amd64 DEP-11 Metadata [60.2 kB]
获取:8 http://security.ubuntu.com/ubuntu xenial-security/main DEP-11 64x64 Icons [62.2 kB]
获取:9 http://security.ubuntu.com/ubuntu xenial-security/universe amd64 DEP-11 Metadata [51.3 kB]
获取:10 http://security.ubuntu.com/ubuntu xenial-security/universe DEP-11 64x64 Icons [85.1 kB]
已下载 368 kB，耗时 24 秒 (15.2 kB/s)
正在读取软件包列表...完成
root@duke:~#
apt-get install rocm rocm-utils rocm-opencl rocm-opencl-dev rocm-profiler cxlactivitylogger
正在读取软件包列表... 完成
正在分析软件包的依赖关系树
正在读取状态信息... 完成
将会同时安装下列软件：
compute-firmware cpp-5 cxlactivitylogger g++-5 g++-5-multilib g++-multilib gcc-5 gcc-5-base gcc-5-multilib gcc-multilib hcc hip_base hip_doc
hip_hcc hip_samples hsa-ext-rocr-dev hsa-rocr-dev hsakmt-roct-dev lib32asan2 lib32atomic1 lib32cilkrts5 lib32gcc-5-dev lib32gcc1 lib32gomp1
lib32itm1 lib32mpx0 lib32quadmath0 lib32stdc++-5-dev lib32stdc++6 lib32ubsan0 libasan2 libatomic1 libc6-dev-i386 libc6-dev-x32 libc6-i386
libc6-x32 libcc1-0 libcilkrts5 libgcc-5-dev libgomp1 libitm1 liblsan0 libmpx0 libquadmath0 libstdc++-5-dev libstdc++6 libtsan0 libubsan0
libunwind-dev libx32asan2 libx32atomic1 libx32cilkrts5 libx32gcc-5-dev libx32gcc1 libx32gomp1 libx32itm1 libx32quadmath0 libx32stdc++-5-dev
libx32stdc++6 libx32ubsan0 linux-headers-4.11.0-kfd-compute-rocm-rel-1.6-180 linux-image-4.11.0-kfd-compute-rocm-rel-1.6-180 rocm-dev
rocm-device-libs rocm-opencl rocm-profiler rocm-smi rocm-utils
建议安装：
gcc-5-locales gcc-5-doc libstdc++6-5-dbg lib32stdc++6-5-dbg libx32stdc++6-5-dbg libgcc1-dbg libgomp1-dbg libitm1-dbg libatomic1-dbg libasan2-dbg
liblsan0-dbg libtsan0-dbg libubsan0-dbg libcilkrts5-dbg libmpx0-dbg libquadmath0-dbg libstdc++-5-doc
linux-firmware-image-4.11.0-kfd-compute-rocm-rel-1.6-180
下列【新】软件包将被安装：
compute-firmware cxlactivitylogger g++-5-multilib g++-multilib gcc-5-multilib gcc-multilib hcc hip_base hip_doc hip_hcc hip_samples
hsa-ext-rocr-dev hsa-rocr-dev hsakmt-roct-dev lib32asan2 lib32atomic1 lib32cilkrts5 lib32gcc-5-dev lib32gcc1 lib32gomp1 lib32itm1 lib32mpx0
lib32quadmath0 lib32stdc++-5-dev lib32stdc++6 lib32ubsan0 libc6-dev-i386 libc6-dev-x32 libc6-i386 libc6-x32 libunwind-dev libx32asan2
libx32atomic1 libx32cilkrts5 libx32gcc-5-dev libx32gcc1 libx32gomp1 libx32itm1 libx32quadmath0 libx32stdc++-5-dev libx32stdc++6 libx32ubsan0
linux-headers-4.11.0-kfd-compute-rocm-rel-1.6-180 linux-image-4.11.0-kfd-compute-rocm-rel-1.6-180 rocm rocm-dev rocm-device-libs rocm-opencl
rocm-opencl-dev rocm-profiler rocm-smi rocm-utils
下列软件包将被升级：
cpp-5 g++-5 gcc-5 gcc-5-base libasan2 libatomic1 libcc1-0 libcilkrts5 libgcc-5-dev libgomp1 libitm1 liblsan0 libmpx0 libquadmath0 libstdc++-5-dev
libstdc++6 libtsan0 libubsan0
升级了 18 个软件包，新安装了 52 个软件包，要卸载 0 个软件包，有 236 个软件包未被升级。
需要下载 123 MB/363 MB 的归档。
解压缩后会消耗 1,754 MB 的额外空间。
您希望继续执行吗？ [Y/n] y
获取:1 http://repo.radeon.com/rocm/apt/debian xenial/main amd64 hip_base amd64 1.3.17385 [105 kB]
。。。。。。
KERNEL=="kfd", MODE="0666"
正在设置 rocm-opencl (1.2.0-1464666) ...
正在设置 rocm-opencl-dev (1.2.0-1464666) ...
正在处理用于 libc-bin (2.23-0ubuntu9) 的触发器 ...
6、让ROCm kernel成为默认内核
root@duke:~#
update-grub
Generating grub configuration file ...
Warning: Setting GRUB_TIMEOUT to a non-zero value when GRUB_HIDDEN_TIMEOUT is set is no longer supported.
Found linux image: /boot/vmlinuz-4.11.0-kfd-compute-rocm-rel-1.6-180
Found initrd image: /boot/initrd.img-4.11.0-kfd-compute-rocm-rel-1.6-180
Found linux image: /boot/vmlinuz-4.10.0-28-generic
Found initrd image: /boot/initrd.img-4.10.0-28-generic
Found memtest86+ image: /boot/memtest86+.elf
Found memtest86+ image: /boot/memtest86+.bin
Done
root@duke:~#
update-initramfs -u
update-initramfs: Generating /boot/initrd.img-4.11.0-kfd-compute-rocm-rel-1.6-180
W: Possible missing firmware /lib/firmware/ast_dp501_fw.bin for module ast
root@duke:~#
echo 'export PATH=/opt/rocm/bin:$PATH' >> $HOME/.bashrc
root@duke:~#
echo 'export LD_LIBRARY_PATH=/opt/rocm/lib:$LD_LIBRARY_PATH' >> $HOME/.bashrc
root@duke:~#
source $HOME/.bashrc
root@duke:~#
reboot
2.3 离线驱动安装
以下操作步骤均在root用户下操作
1、查看系统是否识别显卡
root@duke:~#
lspci | grep -i AMD
02:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD] Device 1470 (rev 01)
03:00.0 PCI bridge: Advanced Micro Devices, Inc. [AMD] Device 1471
04:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Device 6860 (rev 01)
2、查看系统内核是否符合要求
root@duke:~#
uname -m && cat /etc/*release
x86_64
DISTRIB_ID=Ubuntu
DISTRIB_RELEASE=16.04
DISTRIB_CODENAME=xenial
DISTRIB_DESCRIPTION="Ubuntu 16.04.3 LTS"
NAME="Ubuntu"
VERSION="16.04.3 LTS (Xenial Xerus)"
ID=ubuntu
ID_LIKE=debian
PRETTY_NAME="Ubuntu 16.04.3 LTS"
VERSION_ID="16.04"
HOME_URL="http://www.ubuntu.com/"
SUPPORT_URL="http://help.ubuntu.com/"
BUG_REPORT_URL="http://bugs.launchpad.net/ubuntu/"
VERSION_CODENAME=xenial
UBUNTU_CODENAME=xenial
3、查看gcc是否符合要求
root@duke:~#
gcc --version
gcc (Ubuntu 5.4.0-6ubuntu1~16.04.4) 5.4.0 20160609
Copyright (C) 2015 Free Software Foundation, Inc.
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
4、下载驱动安装包
在http://repo.radeon.com/rocm/archive/页面，下载最新的安装包
apt开头的是ubuntu系统驱动，yum是centos系统驱动。
当前下载的是：http://repo.radeon.com/rocm/archive/apt_1.6.4.tar.bz2
如果要下载apt_1.6.0.tar.bz2，哪下载地址就是：
http://repo.radeon.com/rocm/archive/apt_1.6.0.tar.bz2
5、上传文件到/tmp目录进行安装
root@duke:/tmp#
tar -xvf apt_1.6.0.tar.bz2
root@duke:/tmp#
sh -c "echo deb file:/tmp/apt_1.6.4 xenial main" > /etc/apt/sources.list.d/rocm.list
root@duke:/tmp#
apt-get update
root@duke:/tmp#
apt-get install rocm rocm-utils rocm-opencl rocm-opencl-dev rocm-profiler cxlactivitylogger
6、让ROCm kernel成为默认内核
root@duke:~#
update-grub
Generating grub configuration file ...
Warning: Setting GRUB_TIMEOUT to a non-zero value when GRUB_HIDDEN_TIMEOUT is set is no longer supported.
Found linux image: /boot/vmlinuz-4.11.0-kfd-compute-rocm-rel-1.6-180
Found initrd image: /boot/initrd.img-4.11.0-kfd-compute-rocm-rel-1.6-180
Found linux image: /boot/vmlinuz-4.10.0-28-generic
Found initrd image: /boot/initrd.img-4.10.0-28-generic
Found memtest86+ image: /boot/memtest86+.elf
Found memtest86+ image: /boot/memtest86+.bin
Done
root@duke:~#
update-initramfs -u
update-initramfs: Generating /boot/initrd.img-4.11.0-kfd-compute-rocm-rel-1.6-180
W: Possible missing firmware /lib/firmware/ast_dp501_fw.bin for module ast
root@duke:~#
echo 'export PATH=/opt/rocm/bin:$PATH' >> $HOME/.bashrc
root@duke:~#
echo 'export LD_LIBRARY_PATH=/opt/rocm/lib:$LD_LIBRARY_PATH' >> $HOME/.bashrc
root@duke:~#
source $HOME/.bashrc
root@duke:~#
reboot
2.4 验证驱动安装
root@duke:~#
dmesg | grep kfd
[ 0.000000] Linux version 4.11.0-kfd-compute-rocm-rel-1.6-180 (jenkins@jenkins-raptor-6) (gcc version 5.4.0 20160609 (Ubuntu 5.4.0-6ubuntu1~16.04.4) ) #1 SMP Tue Oct 10 08:15:38 CDT 2017
[ 0.000000] Command line: BOOT_IMAGE=/boot/vmlinuz-4.11.0-kfd-compute-rocm-rel-1.6-180 root=UUID=fc889839-8795-431c-98a8-2d0a53c848ac ro quiet splash vt.handoff=7
[ 0.000000] Kernel command line: BOOT_IMAGE=/boot/vmlinuz-4.11.0-kfd-compute-rocm-rel-1.6-180 root=UUID=fc889839-8795-431c-98a8-2d0a53c848ac ro quiet splash vt.handoff=7
[ 2.546815] usb usb1: Manufacturer: Linux 4.11.0-kfd-compute-rocm-rel-1.6-180 ehci_hcd
[ 2.566816] usb usb2: Manufacturer: Linux 4.11.0-kfd-compute-rocm-rel-1.6-180 ehci_hcd
[ 2.568337] usb usb3: Manufacturer: Linux 4.11.0-kfd-compute-rocm-rel-1.6-180 xhci-hcd
[ 2.569658] usb usb4: Manufacturer: Linux 4.11.0-kfd-compute-rocm-rel-1.6-180 xhci-hcd
[ 2.716412] kfd kfd: Initialized module
[ 5.694711] kfd kfd: Allocated 3969056 bytes on gart for device 1002:6860
[ 5.694856] kfd kfd: Reserved 2 pages for cwsr.
[ 5.694876] kfd kfd: added device 1002:6860
root@duke:~#
dmesg | grep amdgpu
[ 2.709501] [drm] amdgpu kernel modesetting enabled.
[ 4.803212] amdgpu 0000:04:00.0: enabling device (0100 -> 0103)
[ 4.834617] amdgpu 0000:04:00.0: valid rang is between 4 and 9
[ 4.834675] amdgpu 0000:04:00.0: BAR 6: can't assign [??? 0x00000000 flags 0x20000000] (bogus alignment)
[ 5.106991] amdgpu 0000:04:00.0: VRAM: 16368M 0x000000F400000000 - 0x000000F7FEFFFFFF (16368M used)
[ 5.106992] amdgpu 0000:04:00.0: GTT: 256M 0x000000F7FF000000 - 0x000000F80EFFFFFF
[ 5.107004] [drm] amdgpu: 16368M of VRAM memory ready
[ 5.107005] [drm] amdgpu: 16368M of GTT memory ready.
[ 5.107144] amdgpu 0000:04:00.0: amdgpu: using MSI.
[ 5.107198] [drm] amdgpu: irq initialized.
[ 5.128538] amdgpu: [powerplay] amdgpu: powerplay sw initialized
[ 5.128839] amdgpu 0000:04:00.0: fence driver on ring 0 use gpu addr 0x000000f7ff400008, cpu addr 0xffff8db5a306b008
[ 5.128882] amdgpu 0000:04:00.0: fence driver on ring 1 use gpu addr 0x000000f7ff400010, cpu addr 0xffff8db5a306b010
[ 5.128904] amdgpu 0000:04:00.0: fence driver on ring 2 use gpu addr 0x000000f7ff400018, cpu addr 0xffff8db5a306b018
[ 5.128924] amdgpu 0000:04:00.0: fence driver on ring 3 use gpu addr 0x000000f7ff400028, cpu addr 0xffff8db5a306b028
[ 5.128945] amdgpu 0000:04:00.0: fence driver on ring 4 use gpu addr 0x000000f7ff400030, cpu addr 0xffff8db5a306b030
[ 5.128965] amdgpu 0000:04:00.0: fence driver on ring 5 use gpu addr 0x000000f7ff400038, cpu addr 0xffff8db5a306b038
[ 5.128985] amdgpu 0000:04:00.0: fence driver on ring 6 use gpu addr 0x000000f7ff400048, cpu addr 0xffff8db5a306b048
[ 5.129004] amdgpu 0000:04:00.0: fence driver on ring 7 use gpu addr 0x000000f7ff400050, cpu addr 0xffff8db5a306b050
[ 5.129024] amdgpu 0000:04:00.0: fence driver on ring 8 use gpu addr 0x000000f7ff400058, cpu addr 0xffff8db5a306b058
[ 5.129041] amdgpu 0000:04:00.0: fence driver on ring 9 use gpu addr 0x000000f7ff40006c, cpu addr 0xffff8db5a306b06c
[ 5.129120] amdgpu 0000:04:00.0: fence driver on ring 10 use gpu addr 0x000000f7ff400074, cpu addr 0xffff8db5a306b074
[ 5.129167] amdgpu 0000:04:00.0: fence driver on ring 11 use gpu addr 0x000000f7ff40007c, cpu addr 0xffff8db5a306b07c
[ 5.129433] amdgpu 0000:04:00.0: fence driver on ring 12 use gpu addr 0x000000f400911600, cpu addr 0xffffabd8c2a5a600
[ 5.129481] amdgpu 0000:04:00.0: fence driver on ring 13 use gpu addr 0x000000f7ff4000ac, cpu addr 0xffff8db5a306b0ac
[ 5.129520] amdgpu 0000:04:00.0: fence driver on ring 14 use gpu addr 0x000000f7ff4000bc, cpu addr 0xffff8db5a306b0bc
[ 5.129626] amdgpu 0000:04:00.0: fence driver on ring 15 use gpu addr 0x000000f7ff4000d4, cpu addr 0xffff8db5a306b0d4
[ 5.129644] amdgpu 0000:04:00.0: fence driver on ring 16 use gpu addr 0x000000f7ff4000ec, cpu addr 0xffff8db5a306b0ec
[ 5.129659] amdgpu 0000:04:00.0: fence driver on ring 17 use gpu addr 0x000000f7ff4000fc, cpu addr 0xffff8db5a306b0fc
[ 5.558771] [drm:dc_create [amdgpu]] *ERROR* DC: Number of connectors is zero!
[ 5.558826] [drm] amdgpu: freesync_module init done ffff8db5ace638a0.
[ 5.685954] amdgpu 0000:04:00.0: ring 0(gfx) uses VM inv eng 3 on hub 0
[ 5.685955] amdgpu 0000:04:00.0: ring 1(comp_1.0.0) uses VM inv eng 4 on hub 0
[ 5.685956] amdgpu 0000:04:00.0: ring 2(comp_1.0.1) uses VM inv eng 5 on hub 0
[ 5.685956] amdgpu 0000:04:00.0: ring 3(comp_1.0.2) uses VM inv eng 6 on hub 0
[ 5.685957] amdgpu 0000:04:00.0: ring 4(comp_1.0.3) uses VM inv eng 7 on hub 0
[ 5.685957] amdgpu 0000:04:00.0: ring 5(comp_1.0.4) uses VM inv eng 8 on hub 0
[ 5.685958] amdgpu 0000:04:00.0: ring 6(comp_1.0.5) uses VM inv eng 9 on hub 0
[ 5.685959] amdgpu 0000:04:00.0: ring 7(comp_1.0.6) uses VM inv eng 10 on hub 0
[ 5.685959] amdgpu 0000:04:00.0: ring 8(comp_1.0.7) uses VM inv eng 11 on hub 0
[ 5.685960] amdgpu 0000:04:00.0: ring 9(kiq_2.1.7) uses VM inv eng 12 on hub 0
[ 5.685961] amdgpu 0000:04:00.0: ring 10(sdma0) uses VM inv eng 3 on hub 1
[ 5.685962] amdgpu 0000:04:00.0: ring 11(sdma1) uses VM inv eng 4 on hub 1
[ 5.685962] amdgpu 0000:04:00.0: ring 12(uvd) uses VM inv eng 5 on hub 1
[ 5.685963] amdgpu 0000:04:00.0: ring 13(uvd_enc0) uses VM inv eng 6 on hub 1
[ 5.685964] amdgpu 0000:04:00.0: ring 14(uvd_enc1) uses VM inv eng 7 on hub 1
[ 5.685964] amdgpu 0000:04:00.0: ring 15(vce0) uses VM inv eng 8 on hub 1
[ 5.685965] amdgpu 0000:04:00.0: ring 16(vce1) uses VM inv eng 9 on hub 1
[ 5.685966] amdgpu 0000:04:00.0: ring 17(vce2) uses VM inv eng 10 on hub 1
[ 5.686326] amdgpu: [powerplay] Cannot find requested DCEFCLK!
[ 5.694887] [drm] Initialized amdgpu 3.18.0 20150101 for 0000:04:00.0 on minor 1
[ 21.651216] amdgpu 0000:04:00.0: vgaarb: changed VGA decodes: olddecodes=io+mem,decodes=none:owns=none
root@duke:~#
uname -r
4.11.0-kfd-compute-rocm-rel-1.6-180
2.5 测试驱动功能
root@duke:/home/duke/AMD/test#
wget https://raw.githubusercontent.com/bgaster/opencl-book-samples/master/src/Chapter_2/HelloWorld/HelloWorld.cpp
下载测试程序源码
--2017-12-04 11:19:55-- https://raw.githubusercontent.com/bgaster/opencl-book-samples/master/src/Chapter_2/HelloWorld/HelloWorld.cpp
正在解析主机 raw.githubusercontent.com (raw.githubusercontent.com)... 151.101.72.133
正在连接 raw.githubusercontent.com (raw.githubusercontent.com)|151.101.72.133|:443... 已连接。
已发出 HTTP 请求，正在等待回应... 200 OK
长度： 10174 (9.9K) [text/plain]
正在保存至: “HelloWorld.cpp ”
HelloWorld.cpp 100%[======================================================================>] 9.94K --.-KB/s in 0.001s
2017-12-04 11:19:56 (18.1 MB/s) - 已保存 “HelloWorld.cpp ” [10174/10174])
root@duke:/home/duke/AMD/test#
wget https://raw.githubusercontent.com/bgaster/opencl-book-samples/master/src/Chapter_2/HelloWorld/HelloWorld.cl
下载测试程序源码
--2017-12-04 11:20:08-- https://raw.githubusercontent.com/bgaster/opencl-book-samples/master/src/Chapter_2/HelloWorld/HelloWorld.cl
正在解析主机 raw.githubusercontent.com (raw.githubusercontent.com)... 151.101.72.133
正在连接 raw.githubusercontent.com (raw.githubusercontent.com)|151.101.72.133|:443... 已连接。
已发出 HTTP 请求，正在等待回应... 200 OK
长度： 186 [text/plain]
正在保存至: “HelloWorld.cl ”
HelloWorld.cl 100%[======================================================================>] 186 --.-KB/s in 0s
2017-12-04 11:20:09 (32.9 MB/s) - 已保存 “HelloWorld.cl ” [186/186])
root@duke:/home/duke/AMD/test#
g++ -I /opt/rocm/opencl/include/ ./HelloWorld.cpp -o HelloWorld -L/opt/rocm/opencl/lib/x86_64 -lOpenCL
生成可执行测试程序
./HelloWorld.cpp: In function ‘_cl_command_queue* CreateCommandQueue(cl_context, _cl_device_id**) ’:
./HelloWorld.cpp:116:20: warning: ‘ _cl_command_queue* clCreateCommandQueue(cl_context, cl_device_id, cl_command_queue_properties, cl_int*) ’ is deprecated [-Wdeprecated-declarations]
commandQueue = clCreateCommandQueue(context, devices[0], 0, NULL);
^
In file included from ./HelloWorld.cpp:23:0:
/opt/rocm/opencl/include/CL/cl.h:1364:1: note: declared here
clCreateCommandQueue(cl_context /* context */,
^
./HelloWorld.cpp:116:20: warning: ‘ _cl_command_queue* clCreateCommandQueue(cl_context, cl_device_id, cl_command_queue_properties, cl_int*) ’ is deprecated [-Wdeprecated-declarations]
commandQueue = clCreateCommandQueue(context, devices[0], 0, NULL);
^
In file included from ./HelloWorld.cpp:23:0:
/opt/rocm/opencl/include/CL/cl.h:1364:1: note: declared here
clCreateCommandQueue(cl_context /* context */,
^
./HelloWorld.cpp:116:69: warning: ‘ _cl_command_queue* clCreateCommandQueue(cl_context, cl_device_id, cl_command_queue_properties, cl_int*)’ is deprecated [-Wdeprecated-declarations]
commandQueue = clCreateCommandQueue(context, devices[0], 0, NULL);
^
In file included from ./HelloWorld.cpp:23:0:
/opt/rocm/opencl/include/CL/cl.h:1364:1: note: declared here
clCreateCommandQueue(cl_context /* context */,
^
root@duke:/home/duke/AMD/test#
./HelloWorld
执行可执行程序
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Executed program succesfully.
root@duke:/home/duke/AMD/test#
2.6 检查环境变量
root@duke:/home/hipcaffe/hipCaffe-rocm-1.6.3/docs#
pushd /opt/rocm/hsa/sample
/opt/rocm/hsa/sample /home/hipcaffe/hipCaffe-rocm-1.6.3/docs
root@duke:/opt/rocm/hsa/sample#
make
gcc -c -I/opt/rocm/include -o vector_copy.o vector_copy.c -std=c99
gcc -Wl,--unresolved-symbols=ignore-in-shared-libs vector_copy.o -L/opt/rocm/lib -lhsa-runtime64 -o vector_copy
root@duke:/opt/rocm/hsa/sample#
./vector_copy
Initializing the hsa runtime succeeded.
Checking finalizer 1.0 extension support succeeded.
Generating function table for finalizer succeeded.
Getting a gpu agent succeeded.
Querying the agent name succeeded.
The agent name is gfx900.
Querying the agent maximum queue size succeeded.
The maximum queue size is 131072.
Creating the queue succeeded.
"Obtaining machine model" succeeded.
"Getting agent profile" succeeded.
Create the program succeeded.
Adding the brig module to the program succeeded.
Query the agents isa succeeded.
Finalizing the program succeeded.
Destroying the program succeeded.
Create the executable succeeded.
Loading the code object succeeded.
Freeze the executable succeeded.
Extract the symbol from the executable succeeded.
Extracting the symbol from the executable succeeded.
Extracting the kernarg segment size from the executable succeeded.
Extracting the group segment size from the executable succeeded.
Extracting the private segment from the executable succeeded.
Creating a HSA signal succeeded.
Finding a fine grained memory region succeeded.
Allocating argument memory for input parameter succeeded.
Allocating argument memory for output parameter succeeded.
Finding a kernarg memory region succeeded.
Allocating kernel argument memory buffer succeeded.
Dispatching the kernel succeeded.
Passed validation.
Freeing kernel argument memory buffer succeeded.>
Destroying the signal succeeded.
Destroying the executable succeeded.
Destroying the code object succeeded.
Destroying the queue succeeded.
Freeing in argument memory buffer succeeded.
Freeing out argument memory buffer succeeded.
Shutting down the runtime succeeded.
root@duke:/opt/rocm/hsa/sample#
popd
/home/hipcaffe/hipCaffe-rocm-1.6.3/docs
2.7 ROCm驱动卸载
以下操作步骤均在root用户下操作
root@duke:~# apt-get autoremove rocm
3. 安装相关依赖
以下操作步骤均在root用户下操作，执行以下命令：
|
序列 |
操作步骤 |
详细说明 |
|
1 |
安装相关依赖 |
可以通过opensm进行软路由配置，首先启动，duke01和duke02都要执行： root@duke01:/etc#
apt-get -y install pkg-config protobuf-compiler libprotobuf-dev libleveldb-dev libsnappy-dev libhdf5-serial-dev libatlas-base-dev libboost-all-dev libgflags-dev libgoogle-glog-dev liblmdb-dev python-numpy python-scipy python3-dev python-yaml python-pip libopencv-dev libfftw3-dev libelf-dev
|
4. 安装hipCaffe
以下操作步骤均在root用户下操作，执行以下命令：
|
序列 |
操作步骤 |
详细说明 |
|
1 |
下载hipcaffe到当前目录 |
root@duke:/home#
git clone https://github.com/ROCmSoftwarePlatform/hipCaffe.git
|
|
2 |
编译hipcaffe |
root@duke:/home#
cd hipCaffe/
|
|
3 |
测试hipcaffe |
root@duke:/home/hipCaffe#
make test
|
|
4 |
下载lenet执行所需文件 |
root@duke:/home/hipCaffe#
./data/mnist/get_mnist.sh
|
|
5 |
生成lenet数据 |
root@duke:/home/hipCaffe#
./examples/mnist/create_mnist.sh
|
|
6 |
执行lenet |
root@duke:/home/hipCaffe#./examples/mnist/train_lenet.sh I1204 18:01:21.027698 8711 caffe.cpp:217] Using GPUs 0 I1204 18:01:21.027945 8711 caffe.cpp:222] GPU 0: Device 6860 。。。。。。 |
5. Docker镜像
1、从https://hub.docker.com/u/rocm/获取所需镜像
2、点击rocm/hipcaffe 后面的DETAILS按钮，进入下面页面，复制docker pull rocm/hipcaffe命令到docker进行镜像下载
3、下载好镜像后，执行以下命令
root@duke:~#
docker run -d -p 30001:22 --name hipcaffe -v /mnt:/mnt -it --device="/dev/kfd" rocm/hipcaffe /bin/bash
13894bbcbb6b8c163268432f9b0eb63225885add97946a163e0d4c1d70c29659
root@duke:~#
docker ps -a
CONTAINER ID IMAGE COMMAND CREATED STATUS PORTS NAMES
13894bbcbb6b rocm/hipcaffe "/bin/bash" 4 seconds ago Up 2 seconds 0.0.0.0:30001->22/tcp hipcaffe
f2608ea9d20c nvidia/cuda "bash" 4 days ago Exited (0) 3 days ago epic_khorana
d0b5760da524 registry "/entrypoint.sh /etc…" 4 days ago Up 32 minutes 0.0.0.0:5000->5000/tcp stoic_goldberg
root@duke:~#
docker exec -it 13894bbcbb6b /bin/bash
root@13894bbcbb6b:/root/hipCaffe#
apt-get update
Hit:1 http://archive.ubuntu.com/ubuntu xenial InRelease
Get:2 http://archive.ubuntu.com/ubuntu xenial-updates InRelease [102 kB]
。。。。。。
Processing triggers for libc-bin (2.23-0ubuntu9) ...
Processing triggers for systemd (229-4ubuntu19) ...
root@13894bbcbb6b:/root/hipCaffe#
hcc --version
HCC clang version 6.0.0 (based on HCC 1.0.17412-f590a25-821e6d8-64e7fc7 )
Target: x86_64-unknown-linux-gnu
Thread model: posix
完成上面步骤后，进行数据模型部署，执行即可