How to deploy? : )
richdu opened this issue · 5 comments
I am running into some issues trying to deploy the code. When I try to deploy the code, the temp_wl and loss1/classifier_wl layers are initialized randomly, so the output is random and doesn't work. As you suggested, I removed the following code:
weight_filler {
type: "xavier"
}
bias_filler {
type: "constant"
value: 0.2
}
But then, all the weights and biases were 0.
Could you advise me on how to properly deploy your pre-trained model? Do I need to modify deploy.prototxt? Currently, I am using deploy.prototxt and ILGnet-AVA1.caffemodel. Your test.py did not seem to work for me.
the file of test.py is updated,you could try again.If this question still exist,please make sure the environment of Caffe is correct.
note:deplory.protxt not need modify
Hi,
I'm trying to test it on amazon server but I receive the folowing error:
F0920 14:45:31.776003 14806 cudnn_conv_layer.cpp:52] Check failed: error == cudaSuccess (30 vs. 0) unknown error
Do you know if this is an error from the model or the caffe environment?
this error is very common on caffe library, please look help for Google search.
I've been facing same problem. I'm using test.py and running on caffe official docker image with cpu mode (https://hub.docker.com/r/bvlc/caffe/tags/). But unfortunately, the model outputs a random value in spite of inputting same image.