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AMDGPU ROCm Deep dive

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Naoto MATSUMOTO
Naoto MATSUMOTO

AMDGPU ROCm Deep dive 06th May, 2020 SAKURA Internet Research Center. Senior Researcher / Naoto MATSUMOTO

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AMDGPU ROCm Deep dive 6th May, 2020 SAKURA Internet, Inc. Research Center SR / Naoto MATSUMOTO (C) Copyright 1996-2020 SAKURA Internet Inc
AMDGPU ROCm Deep dive (2018) 2 # lscpi 17:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Device 67ef (rev cf) # apt update; apt dist-upgrade # apt install -y libnuma-dev wget python3-pip # sync; sync; sync; reboot # wget -qO - http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | apt-key add - # vi /etc/apt/sources.list.d/rocm.list deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main # apt update; apt install -y rocm-dkms # usermod -a -G video $LOGNAME # sync; sync; sync; reboot # apt install -y rocm-libs miopen-hip cxlactivitylogger # sync; sync; sync; reboot # wget http://repo.radeon.com/rocm/misc/tensorflow/tensorflow-1.8.0-cp35-cp35m-manylinux1_x86_64.whl # pip3 install ./tensorflow-1.8.0-cp35-cp35m-manylinux1_x86_64.whl # git clone https://github.com/tensorflow/models.git # cd tensorflow/ # python3 classify_image.py # git clone https://github.com/tensorflow/tensorflow.git # cd tensorflow/ # python3 tensorflow/examples/speech_commands/train.py SOURCE: SAKURA Internet Research Center (2020/05)

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AMDGPU ROCm Deep dive

  • 1. AMDGPU ROCm Deep dive 6th May, 2020 SAKURA Internet, Inc. Research Center SR / Naoto MATSUMOTO (C) Copyright 1996-2020 SAKURA Internet Inc
  • 2. AMDGPU ROCm Deep dive (2018) 2 # lscpi 17:00.0 VGA compatible controller: Advanced Micro Devices, Inc. [AMD/ATI] Device 67ef (rev cf) # apt update; apt dist-upgrade # apt install -y libnuma-dev wget python3-pip # sync; sync; sync; reboot # wget -qO - http://repo.radeon.com/rocm/apt/debian/rocm.gpg.key | apt-key add - # vi /etc/apt/sources.list.d/rocm.list deb [arch=amd64] http://repo.radeon.com/rocm/apt/debian/ xenial main # apt update; apt install -y rocm-dkms # usermod -a -G video $LOGNAME # sync; sync; sync; reboot # apt install -y rocm-libs miopen-hip cxlactivitylogger # sync; sync; sync; reboot # wget http://repo.radeon.com/rocm/misc/tensorflow/tensorflow-1.8.0-cp35-cp35m-manylinux1_x86_64.whl # pip3 install ./tensorflow-1.8.0-cp35-cp35m-manylinux1_x86_64.whl # git clone https://github.com/tensorflow/models.git # cd tensorflow/ # python3 classify_image.py # git clone https://github.com/tensorflow/tensorflow.git # cd tensorflow/ # python3 tensorflow/examples/speech_commands/train.py SOURCE: SAKURA Internet Research Center (2020/05)