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roatienza / Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning
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How long does it take to run 10K iterations? #12

Open speedyray opened 6 years ago

speedyray commented 6 years ago

How long does it take to run 10K iterations on a 2.7 GHZ intel Core i5 processor Mac book?

I was at 150 iterations after so many hours? Is there a problem with code, system or I need a GPU?

daryabiparva commented 5 years ago

Did you get your answer?

jrtmendoza commented 5 years ago

You have to understand that deep neural network architectures demand enormous amount of parallelism. Executing these types of workload on a CPU is futile and unproductive. Even a simple model that runs for 30 minutes on a GPU usually takes a day or so on CPUs.

On Wed, Feb 28, 2018, 7:51 PM Raynold Gyasi notifications@github.com wrote:

How long does it take to run 10K iterations on a 2.7 GHZ intel Core i5 processor Mac book?

I was at 150 iterations after so many hours? Is there a problem with code, system or I need a GPU?

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negodfre commented 5 years ago

Nvidia Geforce 1060 GPU 6GB; I am able to get to 1000 iterations in about 2 minutes. You will want to make sure you install tensorflow-gpu once you do get your gpu; otherwise, it will use the cpu still.

speedyray commented 5 years ago

Is it the Nvidia GEFORCE GTX 1060 which costs $299? https://www.nvidia.com/en-us/geforce/products/10series/geforce-gtx-1060/ Please provide more details on how or a link to the project if you can Thanks

negodfre commented 5 years ago

Yeah, with 6GB of RAM. It mentions it's sold out atm. Amazon shows only a used option. I am not sure if they don't make it anymore or what.

Also, if it's helpful I am using an AMD Ryzen 7 2700X 8-core Processor. While running the GAN training, I am at about 56% usage on GPU & 10% on CPU with about 8 GB of RAM being used.

Total Time: 52 minutes

speedyray commented 5 years ago

I would prefer to be able to run 10, 000 iterations in about 2 - 5 minutes. Any processors out there that can do this in 2019? Please update. Thanks

daryabiparva commented 5 years ago

I have used google colab. It did well.

On Fri, Mar 29, 2019, 22:29 Raynold Gyasi <notifications@github.com wrote:

I would prefer to be able to run 10, 000 iterations in about 2 - 5 minutes. Any processors out there that can do this in 2019? Please update. Thanks

— You are receiving this because you commented. Reply to this email directly, view it on GitHub https://github.com/roatienza/Deep-Learning-Experiments/issues/12#issuecomment-478093582, or mute the thread https://github.com/notifications/unsubscribe-auth/AnHjks1GAqVhjPusptAAU1dto8ZnKc93ks5vblRjgaJpZM4SWh12 .

speedyray commented 5 years ago

It did well is too vague!!

Please provide exact details. How many minutes did it take to run 10000 iterations? What GPUs?

Scientific and empirical evidence only.

We will test all reported results to prove its authenticity!!!!!! We believe in proven facts!!!!

On Fri, Mar 29, 2019 at 9:36 PM daryabiparva notifications@github.com wrote:

I have used google colab. It did well.

On Fri, Mar 29, 2019, 22:29 Raynold Gyasi <notifications@github.com wrote:

I would prefer to be able to run 10, 000 iterations in about 2 - 5 minutes. Any processors out there that can do this in 2019? Please update. Thanks

— You are receiving this because you commented. Reply to this email directly, view it on GitHub < https://github.com/roatienza/Deep-Learning-Experiments/issues/12#issuecomment-478093582 , or mute the thread < https://github.com/notifications/unsubscribe-auth/AnHjks1GAqVhjPusptAAU1dto8ZnKc93ks5vblRjgaJpZM4SWh12

.

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daryabiparva commented 5 years ago

Sorry.

It was couple of month ago. I do not remember the exact details. I think It took about 1 hour or less to finish 10000 iterations. I do not have a GPU. So google colab is my only chance. Sorry If I could not provide exact details.

On Sat, Mar 30, 2019, 06:13 Raynold Gyasi <notifications@github.com wrote:

It did well is too vague!!

Please provide exact details. How many minutes did it take to run 10000 iterations? What GPUs?

Scientific and empirical evidence only.

We will test all reported results to prove its authenticity!!!!!! We believe in proven facts!!!!

On Fri, Mar 29, 2019 at 9:36 PM daryabiparva notifications@github.com wrote:

I have used google colab. It did well.

On Fri, Mar 29, 2019, 22:29 Raynold Gyasi <notifications@github.com wrote:

I would prefer to be able to run 10, 000 iterations in about 2 - 5 minutes. Any processors out there that can do this in 2019? Please update. Thanks

— You are receiving this because you commented. Reply to this email directly, view it on GitHub <

https://github.com/roatienza/Deep-Learning-Experiments/issues/12#issuecomment-478093582

, or mute the thread <

https://github.com/notifications/unsubscribe-auth/AnHjks1GAqVhjPusptAAU1dto8ZnKc93ks5vblRjgaJpZM4SWh12

.

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub < https://github.com/roatienza/Deep-Learning-Experiments/issues/12#issuecomment-478194358 , or mute the thread < https://github.com/notifications/unsubscribe-auth/AH-EmlHc4Tnzfr8o9jbF73n8c9oNItyxks5vbr-ygaJpZM4SWh12

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speedyray commented 5 years ago

Hi daryabiparva, please kindly run the experiment again now so we all know, Sir. google Colab is free to use, please. No need to say Sorry when you can use something for free and help others.

Best regards, Thanks