Over the last few weeks I routinely deployed neural nets to the cloud for computation. Today, even the simplest example does not work anymore:
(*initialise random neural net that talkes 200x200 image as input*)
scrnet = NetInitialize@
NetChain[{ConvolutionLayer[1, 1], PartLayer[1]}, "Input" -> {1, 200, 200}]
(*Deploy to cloud*)
cnet = CloudExport[scrnet, "MX", Permissions -> "Public"];
(*test on example image *WORKS**)
img = Import["ExampleData/ocelot.jpg"];
With[{net = CloudImport@cnet}, Image@net@{ImageData@img}]
(*Deploy as cloud form page *)
CloudDeploy[FormPage[{"image" -> "Image"},
With[{net = CloudImport@cnet}, Image@net@{ImageData@#image}] &],
Permissions -> "Public"]
The last piece of code generates a cloud object. If I try to upload the ocelot image I get Image[Failed] as the sole output.
If I do not use a net the form works fine:
CloudDeploy[FormPage[{"image" -> "Image"}, Image@ImageData@#image &],
Permissions -> "Public"]
I contacted wolfram support already and they told me to post here. Am I doing something wrong? I have ~1000 cloud credits left on a free account so that should not be the issue. Frankly, I am having a lot of issues with the documentation for cloud computing in general and am starting to wonder if it is worth the hassle.
Best, Max
