HappyBat40

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Active since 10 January 2023

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Hi Everyone, I Was Looking Into Clearml Integration With Nvidia For Transfer Learning. Does Clearml Have Plans To Integrate With The New Tao? Looks Like Nvidia Is Focusing Tao As A Low Code Transfer Learning Tool With Everything Done In Command Line, Whic

Hi everyone, I was looking into clearml integration with Nvidia for transfer learning. Does clearml have plans to integrate with the new TAO? Looks like nvid...

clearml

2 years ago

0 Hi Everyone, I Was Looking Into Clearml Integration With Nvidia For Transfer Learning. Does Clearml Have Plans To Integrate With The New Tao? Looks Like Nvidia Is Focusing Tao As A Low Code Transfer Learning Tool With Everything Done In Command Line, Whic

https://developer.nvidia.com/tao-early-access

2 years ago

I tried running TAO, what the cli does is that it spins up docker containers to do the actual training, which would complicate the clearml integration

2 years ago

Yup, ideally that will be the use case. Another thing to note is that it looks like nvidia is going to come up with an UI for TAO too

2 years ago

I am just trying to set up this repository of AI use cases for my team so that members can quickly produce a model on their limited custom dataset

2 years ago

I am not sure the difference in terms of triton serving, but in terms of retraining, I see from the ClearML TLT example code it relies on the nvidia IVA python package. The latest TAO doesn't use python for fine tuning, rather it uses the CLI entirely

2 years ago

that's why I think the clearml TLT example will no longer work with the latest TAO

2 years ago