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FROM nvidia/cuda:8.0-cudnn6-devel-ubuntu16.04 | |
ENV PACKAGES_ROOT=/opt | |
RUN apt-get update && apt-get install -y --no-install-recommends \ | |
build-essential \ | |
cmake \ | |
git \ | |
wget \ | |
libatlas-base-dev \ |
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#!/bin/bash | |
# install CUDA Toolkit v8.0 | |
# instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network)) | |
CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb" | |
wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG} | |
sudo dpkg -i ${CUDA_REPO_PKG} | |
sudo apt-get update | |
sudo apt-get -y install cuda |
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# [filter size, stride, padding] | |
#Assume the two dimensions are the same | |
#Each kernel requires the following parameters: | |
# - k_i: kernel size | |
# - s_i: stride | |
# - p_i: padding (if padding is uneven, right padding will higher than left padding; "SAME" option in tensorflow) | |
# | |
#Each layer i requires the following parameters to be fully represented: | |
# - n_i: number of feature (data layer has n_1 = imagesize ) | |
# - j_i: distance (projected to image pixel distance) between center of two adjacent features |
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./cache/flic_win/LMDB/LMDB_val_patches/casino-royale-00039871_00000001_000001.jpg 1 | |
./cache/flic_win/LMDB/LMDB_val_patches/casino-royale-00039871_00000001_000002.jpg 1823 | |
./cache/flic_win/LMDB/LMDB_val_patches/casino-royale-00039871_00000001_000003.jpg 2903 | |
./cache/flic_win/LMDB/LMDB_val_patches/casino-royale-00039871_00000001_000004.jpg 4470 | |
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./cache/flic_win/LMDB/LMDB_val_patches/casino-royale-00039871_00000001_000008.jpg 5072 | |
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