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| FROM nvidia/cuda:8.0-cudnn6-devel | |
| RUN apt-get update -y && \ | |
| apt-get install -y --no-install-recommends \ | |
| python3-dev \ | |
| python3-pip \ | |
| python3-wheel \ | |
| python3-setuptools \ | |
| git \ | |
| curl \ |
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| #!/usr/bin/env python | |
| # -*- coding: utf-8 -*- | |
| import argparse | |
| import chainer | |
| import chainer.functions as F | |
| import chainer.links as L | |
| import numpy as np |
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| import weakref | |
| import matplotlib.pyplot as plt | |
| import numpy | |
| from sklearn.datasets import fetch_mldata | |
| class Variable(object): | |
| def __init__(self, data): | |
| self.data = data |
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| #!/bin/bash | |
| # Install VTK First | |
| if [ ! -d VTK-6.3.0 ]; then | |
| brew uninstall vtk | |
| brew unisntall pcl | |
| brew install cmake | |
| brew install pkg-config | |
| brew install boost | |
| brew install cminpack |
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| import chainer | |
| import chainer.functions as F | |
| import numpy as np | |
| import cupy as cp | |
| import time | |
| from chainer import cuda | |
| import sys | |
| if sys.argv[1] == 'cpu': |
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| # git clone https://github.com/hszhao/PSPNet.git | |
| # This is the patched version: | |
| git clone https://github.com/mitmul/PSPNet.git | |
| cd PSPNet && mkdir build && cd build | |
| # cudnnenv install v4 | |
| # cudnnenv activate v4 | |
| conda install -y cmake | |
| conda install -y lmdb |
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| stop_epoch: 1000 | |
| # max_workspace_size: 256 | |
| dataset: | |
| train: | |
| module: dataset.cityscapes.cityscapes | |
| name: TransformedCityscapes | |
| args: | |
| img_dir: data/cityscapes/leftImg8bit | |
| label_dir: data/cityscapes/gtFine |