ishfaq06 / Deep-Q-Learning-based-Downlink-Power-Allocation

A deep reinforcement learning based approach is used to allocate downlink power for multi-cell wireless system.
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> Hi Sanabel, #5

Open sanabel99 opened 1 year ago

sanabel99 commented 1 year ago
    > Hi Sanabel,

Sorry, It was long time ago. I can not recall what I have done. Probably, you need to run this one first (python data_generator.py) to generate a few data points and then you can run the main file. Also, probably you need to comment out line 1742 to load the data set for the first time when you are running. I am not sure. Sorry, I could not help. Data set was huge, so, I was not able to upload it at that time.

Hope it will help. Thanks.

Kazi

In READ ME you said, Generation files used for testing and compartion! Are you sure about what I should run first?
Also, I would like to ask what did you use for training cpu or gpu? What’s its specifications? How many time it will take?

Thanks for your help

Originally posted by @sanabel99 in https://github.com/ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/4#issuecomment-1367435143

ishfaq06 commented 1 year ago

Try running it first to see if it can run and generate a data set with a few data points. I have used cpu only and have used cloud environment. I have ran it for three days to generate around 80K data points.

sanabel99 commented 1 year ago

What’s type of your PC?

On Thu, 29 Dec 2022 at 6:27 PM Kazi Ishfaq Ahmed @.***> wrote:

Try running it first to see if it can run and generate a data set with a few data points. I have used cpu only and have used cloud environment. I have ran it for three days to generate around 80K data points.

— Reply to this email directly, view it on GitHub https://github.com/ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5#issuecomment-1367446644, or unsubscribe https://github.com/notifications/unsubscribe-auth/AVJZHLBMB46ABZH5Z6YL5MLWPW3WLANCNFSM6AAAAAATMG346A . You are receiving this because you were mentioned.Message ID: <ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5/1367446644 @github.com>

ishfaq06 commented 1 year ago

I have used cloud environment. I did not use my PC.

sanabel99 commented 1 year ago

What is specifications of “Compution instance” .I running the code in azure cloud with gpu (Standard_NV6. 6 cores, 56GB RAM, 380GB disk) But this is slow, and is it suitable? What’s specification?

On Thu, 29 Dec 2022 at 6:31 PM Kazi Ishfaq Ahmed @.***> wrote:

I have used cloud environment. I did not use my PC.

— Reply to this email directly, view it on GitHub https://github.com/ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5#issuecomment-1367448816, or unsubscribe https://github.com/notifications/unsubscribe-auth/AVJZHLDNBIMBGPKUEXMMUPDWPW4EPANCNFSM6AAAAAATMG346A . You are receiving this because you were mentioned.Message ID: <ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5/1367448816 @github.com>

ishfaq06 commented 1 year ago

Should work.

sanabel99 commented 1 year ago

But it will take huge time . Try to compress dataset and upload them.

On Thu, 29 Dec 2022 at 6:39 PM Kazi Ishfaq Ahmed @.***> wrote:

Should work.

— Reply to this email directly, view it on GitHub https://github.com/ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5#issuecomment-1367453718, or unsubscribe https://github.com/notifications/unsubscribe-auth/AVJZHLAFKKIQ6RCHMO5AFODWPW5E7ANCNFSM6AAAAAATMG346A . You are receiving this because you were mentioned.Message ID: <ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5/1367453718 @github.com>

ishfaq06 commented 1 year ago

Sorry, I no longer have the access to the cloud.

sanabel99 commented 1 year ago

What’s cloud application did you use?

On Thu, 29 Dec 2022 at 6:43 PM Kazi Ishfaq Ahmed @.***> wrote:

Sorry, I no longer have the access to the cloud.

— Reply to this email directly, view it on GitHub https://github.com/ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5#issuecomment-1367455665, or unsubscribe https://github.com/notifications/unsubscribe-auth/AVJZHLEHAYUYHDQ42THR4GDWPW5SJANCNFSM6AAAAAATMG346A . You are receiving this because you were mentioned.Message ID: <ishfaq06/Deep-Q-Learning-based-Downlink-Power-Allocation/issues/5/1367455665 @github.com>

mjdf2568 commented 5 months ago

Hello! May I ask what the article about this code is?