Categories
Misc

NVIDIA and Palo Alto Networks Boost Cyber Defenses with DPU Acceleration

Cybercrime cost the American public more than $4 billion in reported losses over the course of 2020, according to the FBI. To stay ahead of emerging threats, Palo Alto Networks, a global cybersecurity leader, has developed the first virtual next-generation firewall (NGFW) designed to be accelerated by NVIDIA’s BlueField data processing unit (DPU). The DPU Read article >

The post NVIDIA and Palo Alto Networks Boost Cyber Defenses with DPU Acceleration appeared first on The Official NVIDIA Blog.

Categories
Misc

Accelerate Academic Research and Curriculum with the NVIDIA Hardware Grant Program

The NVIDIA Hardware Grant Program helps advance AI and data science by partnering with academic institutions around the world to enable researchers and educators with industry-leading hardware and software.

The NVIDIA Hardware Grant Program helps advance AI and data science by partnering with academic institutions around the world to enable researchers and educators with industry-leading hardware and software.

Applicants can request compute support from a large portfolio of NVIDIA products. Awardees of this highly selective program will receive a hardware donation to use in their teaching or research.

The hardware granted to qualified applicants could include NVIDIA RTX workstation GPUs powered by NVIDIA Ampere Architecture, NVIDIA BlueField Data Processing Units (DPUs), Remote V100 instances in the cloud with prebuilt container images, NVIDIA Jetson developer kits, and more. Alternatively, certain projects may be awarded with cloud compute credits instead of physical hardware.

Please note: NVIDIA RTX 30 Series GPUs are not available through the Academic Hardware Grant Program.

The current application submission window will begin on July 12 and close on July 23, 2021. The next submission window will open in early 2022.

LEARN MORE >

Categories
Misc

Best Tensorflow tutorial for this year?

Hi, I am looking at Tensorflow tutorials and would like some opinions on the best free Tensorflow course. I have looked at these tutorials so far:

freeCodeCamp Tensorflow complete tutorial https://youtu.be/tPYj3fFJGjk

Udacity Tensorflow tutorial https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning–ud187

However, these are 1-2 years old. Do they still hold up and which of the two should I pick?

Feel free to suggest other tutorials too!

submitted by /u/Zysora
[visit reddit] [comments]

Categories
Misc

While running the tensorflow Object detection tutorial I am getting this error, everything else before that was running fine. Could someone help me with this please?

While running the tensorflow Object detection tutorial I am getting this error, everything else before that was running fine. Could someone help me with this please? submitted by /u/Lazy_Acadia5970
[visit reddit] [comments]
Categories
Misc

How to create several layers of the same type that can be iterated over in graph mode?

Hey all!

I’m trying to implement this Transformer article. In the source code they pass a number (n_heads) representing the number of attention heads that should be created, which is used when building the model to create that number of attention heads and save them to a list. Later, when the model is called, the attention heads are iterated over as follows: attn = [self.attn_heads[i](inputs) for i in range(self.n_heads)]. When running this code in graph mode the following error is thrown: OperatorNotAllowedInGraphError: iterating over “tf.Tensor” is not allowed: AutoGraph did convert this function.

How should I go about creating an arbitrary number of the same layer in such a way that it can be iterated over in graph mode?

submitted by /u/EdvardDashD
[visit reddit] [comments]

Categories
Misc

Is there an age requirement for the tensorflow developer certificate exam?

Is there an age requirement for the tensorflow developer certificate exam?

submitted by /u/Sad_Combination9971
[visit reddit] [comments]

Categories
Misc

Does TensorFlow or CUDA need to be reinstalled for new GPU?

TensorFlow was working fine when I only had a 1660ti, but I recently installed a 3070 and the 3070 works fine for other stuff, but not TensorFlow.

It will take a good minute to just do – tf.test.gpu_device_name()

import os os.environ["CUDA_VISIBLE_DEVICES"]="0" import tensorflow as tf tf.test.gpu_device_name() 

If CUDA_VISIBLE_DEVICES is changed to “1” (my old card) it will print the device name instantly.

Everything else TensorFlow related will also take super long on the new card.

Is there some box I have to check in the CUDA installation files for the new card to work, or do I need to specially install something to find the new card?

I’m using Jupyter Notebook.

Any help would be appreciated.

submitted by /u/KingGeorge12321
[visit reddit] [comments]

Categories
Misc

Is there really no way to let TensorFlow work on AMD GPU on Mac?

I was working on an independent project and our school only has AMD GPU with Mac. (we have NVIDIA GPU PC but it is only GTX1030)

submitted by /u/Striking-Warning9533
[visit reddit] [comments]

Categories
Misc

[Looking for Teammates] Object Detection Challenge with $50k CP 🌵

Hey everyone 👋,

I have been taking part solo in an ML challenge by AIcrowd.com which has a cash prize pool of $50,000 🤑

The Machine Learning challenge is for Object Detection enthusiasts, hosted by Amazon Air Prime, called Airborne Object Tracking

The challenge revolves around predicting the future motion of flying airborne objects to avoid collision. Also the dataset they have is pretty lit (11TB in size!! 😲), one of the largest collections of flight sequences from aerial vehicles so you might want to look into that.

I am looking for someone to team up in this challenge with. Let me know in the comments if anyone is up!

submitted by /u/desiMLguy
[visit reddit] [comments]

Categories
Misc

Finding All Official Example Projects

I have found the official introduction example guides on the official site https://www.tensorflow.org/tutorials

But I could not find more example codes up until I have bumped in to: https://www.tensorflow.org/text/tutorials/

So is there any other example full projects specialized on topics. (I love their format and the added COLAB just makes it easier to learn it.)

submitted by /u/glassAlloy
[visit reddit] [comments]