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Questions tagged [mxnet]

Apache MXNet is a fast, scalable, open source deep learning framework that supports Python, R, Scala, C++, Julia, Go, and Javascript. MXNet can run on multiple CPUs and multiple GPUs distributed across multiple hosts, with almost linear scalability.

Apache MXNet: Flexible and Efficient Library for Deep Learning

For more details see http://mxnet.io/

Flexible

Supports both imperative and symbolic programming

Portable

Runs on CPUs or GPUs, on clusters, servers, desktops, or mobile phones

Multiple Languages

Supports over 7 programming languages, including C++, Python, R, Scala, Julia, Matlab, Javascript and Perl.

Auto-Differentiation

Calculates the gradient automatically for training a model

Distributed on Cloud

Supports distributed training on multiple CPU/GPU machines, including AWS, GCE, Azure, and Yarn clusters

Performance

Optimized C++ backend engine parallelizes both I/O and computation

701 questions
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Installing MXNET on Python 3.9 (3.7>)

I am looking for ways to install the mxnet library on python 3.9 as due to its numpy dependency that supports only numpy 1.16 to 1.18 which isnt cross compatible with Python 3.9 but only supports Python 3.6. I have attempted to install numpy 1.18…
Nicolantonio De Bari
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Sockeye - FileNotFoundError: Could not find module 'C:\Users\...\Anaconda3\lib\site-packages\mxnet\libmxnet.dll' (or one of its dependencies)

I want to train the model according to https://aws.amazon.com/blogs/machine-learning/train-neural-machine-translation-models-with-sockeye/ I'm using Anaconda 4.10.3 (Python 3.8.8) and I had already installed Sockeye and MXNet. As soon as I run the…
Ramón Wilhelm
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How to install mxnet on google colab?

I'm trying to install mxnet with gpu on colab. I guess current colab has cuda 11.1 installed by default as !nvcc --version gives nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2020 NVIDIA Corporation Built on…
JJJohn
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Problem installing Mxnet using pip on Windows

I am trying to install mxnet on my windows but receiving below error which seems is related to numpy. I tried to manually uninstall numpy or install other versions of mxnet but it did not work. Running setup.py install for numpy ... error …
Salman Bz
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How to solve numpy error while installing mxnet?

I was just running the default command to install mxnet on Windows but this error popped up. I need to use mxnet in order to run insightface library. I was wondering what I did wrong. What I've done: clean install of python 3.8 downgrading my…
Alfred
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No module named 'mxnet' when I am importing in google colab

I am running `import mxnet as mx'. It returns No module named 'mxnet'. I am working in google colab. `
Mariam
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Parallel processing on GPU (MXNet) and CPU using Python

Hi have a data processing pipeline and I want to optimise it by running some processing threads on the CPUs while running MXNet prediction model on the GPU at the same time (Python 3.6). The idea that I would like to apply is the following (suppose…
Rami
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How to silence training info in GluonTS / Apache mxnet?

When I train my DeepAREstimator in GluonTS estimator = DeepAREstimator(freq="D", prediction_length=56, trainer=Trainer(epochs=20)) predictor =…
Seth Kitchen
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Problem installing MXNet.jl using Julia1.2 in UBUNTU 16.04

I am having some trouble installing "MXNet.jl" package in julia. 1) I first tryed typing: (v1.2) pkg> add MXNet and I get this: (v1.2) pkg> add MXNet Updating registry at `~/.julia/registries/General` Updating git-repo…
GEBRU
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How to fix:- libmxnet.so: cannot open shared object file: No such file or directory

I'm trying to install mxnet on Yocto (Rocko) for my 64-bit Armv8-A. I did pip3 install mxnet and it was successfully installed. It was installed in - /usr/lib/python3.5/site-packages I copied mxnet and mxnet-1.6.0.dist-info to -…
Sourabrt
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MXNET CMake reports "GPU support is disabled"

I am trying to build money from source in a GPU-enabled machine. I have a NVIDIA P 100 GPU. When I build MXNET using make, it reports that: The snippet from CMake log is given below -- The CUDA compiler identification is NVIDIA 10.2.89 -- Check for…
Shew
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Convert sagemaker model (MXNet) to ONNX: infer_shape error

Working I'm working on sagemaker jupyter notebook (environement: anaconda3/envs/mxnet_p36/lib/python3.6). I run successfully this tutorial: https://github.com/onnx/tutorials/blob/master/tutorials/MXNetONNXExport.ipynb Not working Then, on the same…
iGian
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Compile mxnet CPP package with mkldnn to support single thread execution without environment variables

We are looking for a way to use mxnet CPP lib with a single thread on Linux like systems. From mxnet documentation and community experience, the only way that we found was setting environment variables: export MXNET_ENGINE_TYPE=NaiveEngine export…
user10333
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How to train GluonCV's Faster RCNN on a custom dataset?

I am trying to train GluonCV's FasterRCNN on a custom dataset. However, I am running into several errors during loading of the data into the model that is preventing me from training the model. I adapted GluonCV tutorial's full training script in…
Seng Cheong
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Is there a way to modify the layers of a GluonCV pretrained object detection model

Good day, StackOverflow. I am looking to replace the convolutional layers of a GluonCV pretrained model for object detection, with deformable convolutional layers. Specifically, I am looking to replace the convolutional layers inside the CNN that is…
Seng Cheong
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