dillondavis / recurrentattentionconvolutionalneuralnetwork Goto Github PK

Sorry， I want to know can the code run？
how to get dataset，Thanks
ModuleNotFoundError: No module named 'torchnet'
where is the torchnet

Have you modified the batch_size?

I am interested in your code. I want to know the accuracy can you get after three steps in the CUBS database.

cnn_params_to_optimize = model.cnn1.parameters() + model.cnn2.parameters()
TypeError: unsupported operand type(s) for +: 'generator' and 'generator'

Hi, where is the "apn.pt.pt" file?

def init_with_apn2(self):
    ckpt = torch.load('../checkpoints/CUBS/apn2.pt.pt')
    self.apn1.load_state_dict(ckpt['apn1_state_dict'])

when use batch_size=32 not 1, get this error info:

File "/mnt/workspace/py/RA_CNN/src/manager.py", line 163, in train
self.do_epoch(epoch_idx, optimizer, optimize_class=optimize_class)
File "/mnt/workspace/py/RA_CNN/src/manager.py", line 113, in do_epoch
self.do_batch(optimizer, batch, label, optimize_class=optimize_class)
File "/mnt/workspace/py/RA_CNN/src/manager.py", line 101, in do_batch
self.criterion_rank(scores[i-1], scores[i], label).backward(retain_graph=retain_graph)
File "/root/anaconda3/lib/python3.6/site-packages/torch/autograd/variable.py", line 167, in backward
torch.autograd.backward(self, gradient, retain_graph, create_graph, retain_variables)
File "/root/anaconda3/lib/python3.6/site-packages/torch/autograd/init.py", line 87, in backward
grad_variables, create_graph = _make_grads(variables, grad_variables, create_graph)
File "/root/anaconda3/lib/python3.6/site-packages/torch/autograd/init.py", line 35, in _make_grads
raise RuntimeError("grad can be implicitly created only for scalar outputs")
RuntimeError: grad can be implicitly created only for scalar outputs