alecrubin / pytorch-serverless Goto Github PK

Awesome project! We could update the pytorch version on the requirement.txt file, and provide information about which PyTorch version are small enough to be deployed with Lambda?

The currently installed version of PyTorch is 0.3.1:
http://download.pytorch.org/whl/cpu/torch-0.3.1-cp36-cp36m-linux_x86_64.whl

Hi Alec,

Thanks for this.

I am trying to get a version of the Lesson 3 Rossman structured data going in a real world API.

Are you planning on doing serverless versions of this for each type of Neural Network that the Fast.ai course covers?

Kind regards,

Luke

Hi,
Hope you are doing great. I have been using trying to deploy a pytorch model using serverless , I am facing problem regarding space . When using ssl deploy -v , the zip created in of size 476 mb and hence I am not able to deploy it on lambda.

I am pretty new to this, so I am not able to figure out what exactly am I doing wrong.

Awesome stuff @alecrubin. I'm trying to get this working with a model made in the style of the IMDB model, but my lack of familiarity with PyTorch is definitely getting in the way. At a high level, (I think) I want to:

1. Load the clas_2.h5 file created in the 3rd-to-last cell of https://github.com/fastai/fastai/blob/master/courses/dl2/imdb.ipynb
2. Use it in lib/models instead of the resnet CNN

You mentioned in a closed issue that you were thinking about making something along these lines. Do you have any useful hints or references? Thanks