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(py36) joncrall@Ooo:~/code/netharn$ ./setup.py clean && pip install -e .
Deleting directory="./__pycache__"
Deleting directory="./_skbuild"
Not deleting non-existant path="./__pycache__/skbuild_pr.cpython-36.pyc"
Obtaining file:///home/joncrall/code/netharn
  Installing build dependencies ... done
  Getting requirements to build wheel ... done
    Preparing wheel metadata ... done
Requirement already satisfied: torch in /home/joncrall/.local/conda/envs/py36/lib/python3.6/site-packages (from netharn==0.1.8.dev0) (1.0.0)
Requirement already satisfied: tqdm in /home/joncrall/.local/conda/envs/py36/lib/python3.6/site-packages (from netharn==0.1.8.dev0) (4.23.4)

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# -*- coding: utf-8 -*-
"""
This module can be used as both a script and an importable module.
Run `python ggr_matching.py --help` for more details.
See docstring in fit for more details on the importable module.


conda install opencv
conda install pytorch torchvision -c pytorch

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__heredoc__(){ NOOP=; }


has_pymodule(){
    __heredoc__ '''
    Check if a python module is installed. Echos "True" or "False" to the
    command line depending on the result.

    Example:
        source $HOME/local/init/utils.sh

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import scipy
import scipy.ndimage
import numpy as np
import ubelt as ub


def g(f, s, **kw):
    """
    Apply a gaussian filter to an input signal

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def benchmark_pandas():
    import timerit
    import pandas as pd
    import numpy as np
    column_data = {
        key: np.random.rand(1000)
        for key in map(chr, range(ord('a'), ord('z')))
    }

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Timer unit: 1e-06 s


Pystone time: 0.026254 s
File: /home/joncrall/code/netharn/netharn/models/yolo2/light_region_loss.py
Function: _build_targets_tensor at line 382

Line #      Hits         Time  Per Hit   % Time  Line Contents
==============================================================
   382                                               @profiler.profile

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Timer unit: 1e-06 s


Pystone time: 0.05441 s
File: /home/joncrall/code/netharn/netharn/models/yolo2/light_postproc.py
Function: _get_boxes at line 202

Line #      Hits         Time  Per Hit   % Time  Line Contents
==============================================================
   202                                               @profiler.profile

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Timer unit: 1e-06 s


Pystone time: 0.034663 s
File: /home/joncrall/code/netharn/netharn/models/yolo2/light_postproc.py
Function: _clip_boxes at line 139

Line #      Hits         Time  Per Hit   % Time  Line Contents
==============================================================
   139                                               @profiler.profile

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# This is the CMakeCache file.
# For build in directory: /home/joncrall/code/caffe2/build_py3
# It was generated by CMake: /home/joncrall/.local/bin/cmake
# You can edit this file to change values found and used by cmake.
# If you do not want to change any of the values, simply exit the editor.
# If you do want to change a value, simply edit, save, and exit the editor.
# The syntax for the file is as follows:
# KEY:TYPE=VALUE
# KEY is the name of a variable in the cache.
# TYPE is a hint to GUIs for the type of VALUE, DO NOT EDIT TYPE!.

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import ubelt as ub
import numpy as np
from PIL import Image
import six
import cv2
from clab.augment import augment_common
from clab.util import imutil
from clab import util
try:
    import skimage