Questions tagged [cudnn]

The NVIDIA CUDA Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks.

The NVIDIA CUDA Deep Neural Network library (cuDNN) is a GPU-accelerated library of primitives for deep neural networks. cuDNN provides highly tuned GPU implementations of standard routines such as forward and backward convolution, pooling, normalization, and activation layers, exposed by a C++ API.

Please use this tag only if you are writing or building code which uses the cuDNN APIs. If you are having problems with installing or running frameworks or libraries which use cuDNN internally, please tag those questions with the library or framework in question, and refrain from tagging them with this tag.

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Install tensorflow1.2 with CUDA8.0 and cuDNN5.1 shows 'ImportError: libcublas.so.9.0'

I want to install tensorflow1.2 on Ubuntu 16.04 LST, After installing with pip, I test it with import tensorflow as tf in terminal, error shows that ImportError: libcublas.so.9.0: cannot open shared object file: No such file or directory It…
lixun
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Does tensorflow gpu version uses cudnn by default

as the title, I have installed tensorflow gpu version and I want to know whether tensorflow-gpu uses CUDNN by default!
yaoqi_isee
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no cudnn 6.0 for cuda toolkit 9.0

trying to install tensorflow gpu on windows 10 since three days. https://www.tensorflow.org/install/install_windows#requirements_to_run_tensorflow_with_gpu_support says : If you are installing TensorFlow with GPU support using one of the mechanisms…
DJ_Stuffy_K
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1080Ti Check failed: error == cudaSuccess (8 vs. 0) invalid device function

I got this sentence in py-faster-Rcnn F0205 17:04:17.806836 4300 pooling_layer.cu:212] Check failed: error == cudaSuccess (8 vs. 0) invalid device function *** Check failure stack trace: *** GPU : Geforce 1080Ti CUDA : 7.5 Cudnn : v5 My…
Chansu Lee
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PackageNotFoundError: cudnn while passing the arguments in a text file

I am running the following command - conda install -y --file b.txt -p Contents of b.txt - cudnn=6.0.0 I get the following error - Fetching package metadata ............. PackageNotFoundError: Packages missing in current…
user2851669
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CUDA/cuDNN error after upgrading nvidia drivers from 384.90 to 384.111

This morning I updated the nvidia drivers on Mint 18.3 Sylvia (based on Ubuntu xenial 16.04) with standard update procedure (using Update Manager) and I got this error when running tensorflow 1.4.1: 2018-01-10 13:48:39.161422: E…
lorenzo
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cudnnGetConvolutionBackwardDataWorkspaceSize returned negative value

I am using TensorFlow v1.4.1 along with a Tesla P100 GPU on Linux. When I try to train my network, I receive this error: tensorflow/stream_executor/cuda/cuda_dnn.cc:3111] cudnnGetConvolutionBackwardDataWorkspaceSize() returned negative sizeInBytes…
Karthik Hegde
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How to install NVIDIA CuDNN v7 for CUDA 9.1 for Tensorflow on OS X High Sierra 10.13.2?

I'm trying to install Tensorflow-GPU for Python3.6 from source on my Mac OSX 10.13.2. The installation processes are... I installed Nvidia-Web-Driver for my Geforce GT-750M and updated. Installed and updated to CUDA Driver v387.99 (GPU Driver…
Kenneth Heo
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CuDNN6 on Nvidia TX2

I am trying to follow: https://github.com/jetsonhacks/installTensorFlowTX2 to install tensorflow on my TX2. After ./setTensorFlowEV.sh I get the following error: Invalid path to cuDNN toolkit. Neither of the following two files can be…
mkuse
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torch simply construct last output as previous layers' output multiply

My network have N layers, and I want the last layer simply construct last output as previous layers' output multiply like below. Suppose my the N-1 layer has a 3-d output, the last has a has a 2-d output. the last_output[1] =…
ZT.Zhu
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Using tensorflow-gpu in Arch Linux. Installing cudnn6 with cuda 8

Apparently tensorflow needs cudnn6 to use the gpu. I have cuda 8 and cudnn5 and 7 but not 6. I get this error whenever I try to import tensorflow after installing tensorflow-gpu: ImportError: libcudnn.so.6: cannot open shared object file: No such…
Atirag
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Tensorflow CUDA fails with error "failed to enqueue convolution on stream: CUDNN_STATUS_EXECUTION_FAILED"

Here is some of my console output. I am unsure what is the actually problem. When this is displayed I get a windows prompt stating Python.exe has stop working with the cause being ucrtbase.dll, but I've tried updating that and it still happens so I…
Bakuryu
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Cloud ML Tensorflow and Cudnn versions compatibility

I would like to use Tensorflow 1.3 (and maybe 1.4) on Cloud ML. Im running jobs on multi-GPU machines on Cloud ML I do that by specifying the tensorflow version in the setup.py as shown below: from setuptools import setup REQUIRED_PACKAGES =…
7hacker
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What is cuDNN implementation of rnn cells in Tensorflow

To create RNN cells, there are classes like GRUCell and LSTMCell which can be used later to create RNN layers. And also there are 2 other classes as CudnnGRU and CudnnLSTM which can be directly used to create RNN layers. In the documentation they…
Ramesh-X
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Error installing Tensorflow-GPU

I am attempting to install tensorflow and tensorflow-gpu as per the following instructions: https://www.tensorflow.org/install/install_windows#CommonInstallationProblems I think I'm following them correctly, but I can't seem to get it to work. Both…
Bruce Nielson
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