Questions tagged [nvidia]

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Not able to connect to GPU on Google Colab

I'm trying to use tensorflow with a GPU on Google Colab. I followed the steps listed at https://www.tensorflow.org/install/gpu I confirmed that gpu is visible and CUDA is installed with the ...
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0answers
21 views

Errors were encountered while processing: /tmp/apt-dpkg-install-Y4ZDrN/37-nvidia-cuda-dev_9.1.85-3ubuntu1_amd64.deb

I've installed CUDA and cuDNN on ubuntu 18, and verified successfully. I was trying to install nvcc by using this command. sudo apt install nvidia-cuda-toolkit ...
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0answers
13 views

Why doesn't this CNN model need fetures for reducing overfitting?

I found this CNN model by Nvidia end-to-end-deeplearning and with training this model, I'm wondering why this model doesn't need to have dropout layers to reduce overfitting. Neither, this doesn't ...
2
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1answer
43 views

Is Nvidia Jetson product family also suitable for machine learing model training?

I recently came accross these products (Nvidia Jetson) and they are all tagged as "edge", so i think they are designed only for machine learning inference and not model training. They are quite ...
1
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1answer
183 views

What are “belief maps” and “affinity maps”?

When evaluating Nvidia-Deep Object Pose Estimation, I came across these terms, belief maps and affinity maps. I haven't been able to find a satisfying answer online on what these terms mean.
2
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1answer
286 views

How can I monitor the usage of NVLink connections?

If I'm running a Keras model on some Nvidia GPUs which are connected via NVLink, how can I monitor the usage of the NVLink connections? I want to be sure the NVLink connections are being used and see ...
1
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1answer
467 views

Two different GPUs for Keras (Python)?

One question guys, someone knows if it should be ok to get one more GPU of type Nvidia Geforce GTX 1070 (gaming version), given that now I have GTX 1070 Titanium? They don't have another Titanium card ...
6
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1answer
11k views

How to make my Neural Netwok run on GPU instead of CPU

I have installed Anaconda3 and have installed latest versions of Keras and Tensorflow. Running this command : ...
1
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1answer
59 views

How to setup my Ubuntu PC for these Deep Learning frameworks? [closed]

I need to use both NVIDIA Digits and tensorflow Object Detection API for different deep learning purposes. I am a bit lost with the compatibility issues, especially for what concerns CUDA. So which ...
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2answers
2k views

interpret results of nvidia-smi

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1answer
68 views

Does it make sense to parallelize machine learning algorithms as part of PhD research? [closed]

I'm developing machine learning algorithms to aid in the diagnosis and prognosis of various cancers for my PhD. My lab is an Nvidia teaching center (CUDA). My supervisor thinks that I need to also ...
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1answer
118 views

Machine Learning using NVIDIA DIGITS - Can't Classify Left or Right Direction of a Ball Throw

I'm using NVIDIA DIGITS 3.0 to do training for detecting direction of a ball throw. My Dataset contains 400+ binary images each for left and right throw with the ...
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2answers
1k views

What does images per second mean when benchmarking Deep Learning GPU?

I've been reviewing performance of several NVIDIA GPU's and I see that typically results are presented in terms of "images per second" that can be processed. Experiments are typically being performed ...