Files
pytorch/torch/legacy/nn/ParallelTable.py
Luke Yeager e7c1e6a8e3 [pep8] Fix most lint automatically with autopep8
Here's the command I used to invoke autopep8 (in parallel!):

    git ls-files | grep '\.py$' | xargs -n1 -P`nproc` autopep8 -i

Several rules are ignored in setup.cfg. The goal is to let autopep8
handle everything which it can handle safely, and to disable any rules
which are tricky or controversial to address. We may want to come back
and re-enable some of these rules later, but I'm trying to make this
patch as safe as possible.

Also configures flake8 to match pep8's behavior.

Also configures TravisCI to check the whole project for lint.
2017-01-28 01:15:51 +01:00

61 lines
1.9 KiB
Python

import torch
from .Container import Container
class ParallelTable(Container):
def __init__(self, ):
super(ParallelTable, self).__init__()
self.modules = []
self.output = []
self.gradInput = []
def updateOutput(self, input):
for i in range(len(self.modules)):
tmp = self.modules[i].updateOutput(input[i])
if len(self.output) <= i:
self.output.append(tmp)
else:
self.output[i] = tmp
return self.output
def updateGradInput(self, input, gradOutput):
for i, module in enumerate(self.modules):
tmp = module.updateGradInput(input[i], gradOutput[i])
if len(self.gradInput) <= i:
self.gradInput.append(tmp)
else:
self.gradInput[i] = tmp
return self.gradInput
def accGradParameters(self, input, gradOutput, scale=1):
for i, module in enumerate(self.modules):
module.accGradParameters(input[i], gradOutput[i], scale)
def accUpdateGradParameters(self, input, gradOutput, lr=1):
for i, module in enumerate(self.modules):
module.accUpdateGradParameters(input[i], gradOutput[i], lr)
def __repr__(self):
tab = ' '
line = '\n'
next = ' |`-> '
ext = ' | '
extlast = ' '
last = ' ... -> '
res = torch.typename(self)
res = res + ' {' + line + tab + 'input'
for i in range(len(self.modules)):
if i == len(self.modules) - 1:
res = res + line + tab + next + '(' + str(i) + '): ' + \
str(self.modules[i]).replace(line, line + tab + extlast)
else:
res = res + line + tab + next + '(' + str(i) + '): ' + \
str(self.modules[i]).replace(line, line + tab + ext)
res = res + line + tab + last + 'output'
res = res + line + '}'
return res