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13:20:46.959769: W tensorflow/stream_executor/platform/default/dso_:59] Could not load dynamic library 'libcublas.so.10' dlerror: libcublas.so.10: cannot open shared object file: No such file or directory 13:20:46.959626: I tensorflow/stream_executor/platform/default/dso_:48] Successfully opened dynamic library libcudart.so.10.1 PciBusID: 0000:01:00.0 name: GeForce RTX 2070 computeCapability: 7.5ĬoreClock: 1.62GHz coreCount: 36 deviceMemorySize: 7.79GiB deviceMemoryBandwidth: 417.29GiB/s 13:20:46.959608: I tensorflow/core/common_runtime/gpu/gpu_:1716] Found device 0 with properties: 13:20:46.959289: I tensorflow/stream_executor/cuda/cuda_gpu_:982] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 13:20:46.923513: I tensorflow/stream_executor/platform/default/dso_:48] Successfully opened dynamic library libcuda.so.1 Reinstalling tensorflow, Now I get this error in python 13:10:02.262260: E tensorflow/stream_executor/cuda/cuda_:313] kernel version 450.80.2 does not match DSO version 455.23.5 - cannot find working devices in this configuration
#Ubuntu 18.04 cuda 10 install
Sudo apt-get install -no-install-recommends If I go forward and install libcudnn7, and tensorflow Nvidia-kernel-common-450 nvidia-kernel-source-450 nvidia-utils-450 Libnvidia-ifr1-450 nvidia-compute-utils-450 nvidia-dkms-450 nvidia-driver-450 Libnvidia-encode-450 libnvidia-extra-450 libnvidia-fbc1-450 libnvidia-gl-450
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Libnvidia-cfg1-450 libnvidia-compute-450 libnvidia-decode-450 It creates 2 folders in my /usr/local cuda-10.1 cuda-10.2Īt this step, it removes 450 driver and installs 455, following are part of the messages I get Sudo apt-get install -no-install-recommends cuda-10-1 Sudo apt-get install -no-install-recommends nvidia-driver-450
#Ubuntu 18.04 cuda 10 drivers
My tensorflow 2.3.1 setup with cuda 10.1 was working fine till the time I mistakenly updated nvidia drivers and cuda.įollowing are the steps I am using to install cuda 10-1