Ask HN: How come my Ryzen 3750H is faster than my RTX 2060 in TensorFlow?
I thought the RTX would do better here, but the Ryzen 3750h performs better on training a model in tensorflow. I'm using this guide to get things going, and I'm usng tf-nightly with Ubuntu 20.04. https://ift.tt/2Tca4rk I'm wondering if using nvidia 440 drivers is the reason? I also have 3 versions of CUDA installed (10.0, 10.1, and 10.2). The tensorflow-js test I did uses CUDA 10.0, and the Ryzen performs roughly 50% faster. The Python test I did uses CUDA 10.1, and the CPU is less than 10% faster. Even so, shouldn't the GPU perform an order of magnitude better here? I feel like I must be doing something wrong :/ 3 comments on Hacker News.
I thought the RTX would do better here, but the Ryzen 3750h performs better on training a model in tensorflow. I'm using this guide to get things going, and I'm usng tf-nightly with Ubuntu 20.04. https://ift.tt/2Tca4rk I'm wondering if using nvidia 440 drivers is the reason? I also have 3 versions of CUDA installed (10.0, 10.1, and 10.2). The tensorflow-js test I did uses CUDA 10.0, and the Ryzen performs roughly 50% faster. The Python test I did uses CUDA 10.1, and the CPU is less than 10% faster. Even so, shouldn't the GPU perform an order of magnitude better here? I feel like I must be doing something wrong :/
I thought the RTX would do better here, but the Ryzen 3750h performs better on training a model in tensorflow. I'm using this guide to get things going, and I'm usng tf-nightly with Ubuntu 20.04. https://ift.tt/2Tca4rk I'm wondering if using nvidia 440 drivers is the reason? I also have 3 versions of CUDA installed (10.0, 10.1, and 10.2). The tensorflow-js test I did uses CUDA 10.0, and the Ryzen performs roughly 50% faster. The Python test I did uses CUDA 10.1, and the CPU is less than 10% faster. Even so, shouldn't the GPU perform an order of magnitude better here? I feel like I must be doing something wrong :/ 3 comments on Hacker News.
I thought the RTX would do better here, but the Ryzen 3750h performs better on training a model in tensorflow. I'm using this guide to get things going, and I'm usng tf-nightly with Ubuntu 20.04. https://ift.tt/2Tca4rk I'm wondering if using nvidia 440 drivers is the reason? I also have 3 versions of CUDA installed (10.0, 10.1, and 10.2). The tensorflow-js test I did uses CUDA 10.0, and the Ryzen performs roughly 50% faster. The Python test I did uses CUDA 10.1, and the CPU is less than 10% faster. Even so, shouldn't the GPU perform an order of magnitude better here? I feel like I must be doing something wrong :/
Hacker News story: Ask HN: How come my Ryzen 3750H is faster than my RTX 2060 in TensorFlow?
![Hacker News story: Ask HN: How come my Ryzen 3750H is faster than my RTX 2060 in TensorFlow?]()
Reviewed by Tha Kur
on
March 17, 2020
Rating:
No comments: