Maritimo opened a new issue #18052: MXNet 8 times slower than Numpy in a simple 
example.
URL: https://github.com/apache/incubator-mxnet/issues/18052
 
 
   ## Description
   MXNet is 8 times slower running a simple example than my code with numpy. 
   
   ## To Reproduce
   I am providing with a zip file with the necessary files to reproduce the 
problem. 
   (If you developed your own code, please provide a short script that 
reproduces the error. For existing examples, please provide link.)
   
   ### Steps to reproduce
   1. Uncompress the zip file.
   2. Use Jupyter with python3 to open both examples files
   3. Compare the processing time between examples
   
   ## What I have tried to solve it
   1. Running in my GPU
   2. Running in my CPU
   3. Running hybrid and non hybrid NN
   
   ## Environment
   System: Ubuntu 18.04.4 LTS 64-bit
   MXNet version: mxnet-cu102mkl 1.6.0
   Python version: Python 3.6.9
   CPU: AMD Ryzen 9 3950x 
   GPU: GeForce RTX 2080 SUPER
   RAM: 64 GiB
   
   ## Processing times
   With Numpy: 1.9 seconds
   With MXNet: 15.7 seconds
   
   ## Note
   I hope this is the place to report this type of problems and get some help. 
Looking forward for your responses.
   
   
[Simple_Example.zip](https://github.com/apache/incubator-mxnet/files/4473882/Simple_Example.zip)
   
   
   ```
   

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