Added license info to all code files.

__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/analysis/model.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 This script is gathers information about a model training run using
 the log file of the run (or the saved stdout of the run).

petridish/analysis/model_philly.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import argparse
 import os, sys, re
 import numpy as np

petridish/analysis/model_util.py

@@ -1,3 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
 
 import re
 import sys

petridish/analysis/philly_util.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 This util handles special file system structures related to philly.
 """

petridish/analysis/search.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 This script inspects a log.log file of a search in order
 to extract the model architecture files for final training.

petridish/analysis/search_philly.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 This script inspects a log.log file of a search in order
 to extract the model architecture files for final training.

petridish/analysis/search_util.py

@@ -1,4 +1,5 @@
-
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
 
 import numpy as np
 import json

petridish/app/__init__.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 # This module contains the python script entries of the petridish.
 # 1. the server handles search logics such as which to expand,
 # and which to train and evaluate. The critic for evaluating models

petridish/app/directory.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import os
 import glob
 import re

petridish/app/local_crawler.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import os
 import re
 import subprocess

petridish/app/multi_proc.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import zmq
 import sys, os
 import time

petridish/app/options.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import argparse
 import numpy as np
 import os

petridish/app/petridish_main.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 The actors:
         Server, Sleeper, Remote, Crawler.

petridish/cust_exps_gen/__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/cust_exps_gen/generate_train_script.py

@@ -1,3 +1,7 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
 """
 This script generate a training script given
 a net_info stored in a single line in a text file,

petridish/cust_exps_gen/util.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import argparse
 import itertools
 import copy

petridish/data/__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/data/cifar.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import multiprocessing
 

petridish/data/downsampled_imagenet.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import re

petridish/data/imagenet.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import cv2

petridish/data/inat.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import cv2

petridish/data/misc.py

@@ -1,3 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
 
 import numpy as np
 import scipy.io.arff as arff

petridish/data/openml.py

@@ -1,3 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
 
 import numpy as np
 import scipy.io.arff as arff

petridish/data/ptb/__init__.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from petridish.data.ptb.ptb_tf import (
     _read_words, _build_vocab, _file_to_word_ids
 )

petridish/data/ptb/ptb.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 from tensorpack.dataflow import DataFlow

petridish/data/ptb/ptb_train_eval_helper.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 from petridish.data.ptb import PennTreeBankDataFlow
 from petridish.utils.callbacks import (PerStepHookWithControlDependencies,

petridish/data/speech_commands.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import re

petridish/data/tiny_imagenet.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import cv2

petridish/info/__init__.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 # This file contains everything that is
 from petridish.info.layer_info import LayerInfo, LayerTypes, LayerInfoList
 from petridish.info.net_info import (

petridish/info/layer_info.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import json
 import copy

petridish/info/net_info.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import json
 import copy

petridish/model/__init__.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from petridish.model.feedforward import (
     PetridishBaseCell, PetridishModel, RecognitionModel, MLPModel
 )

petridish/model/common.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import tensorflow as tf
 

petridish/model/droppath.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import tensorflow as tf
 from tensorpack.tfutils.tower import get_current_tower_context
 from tensorpack.tfutils.common import get_global_step_var

petridish/model/feedforward.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import tensorflow as tf
 

petridish/model/hallu.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import tensorflow as tf
 from petridish.info import LayerInfoList
 

petridish/model/layer.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import tensorflow as tf
 import re

petridish/model/recurrrent.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import tensorflow as tf
 

petridish/model/train_eval.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import tensorflow as tf
 import os

petridish/nas_control/__init__.py

@@ -1,4 +1,7 @@
-# This module contains logics of NAS, which includes
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+# This module contains logic of NAS, which includes
 # 1. the choice of parent models to expand
 # 2. the choice of children/hallu models to train.
 # There were plan to make critics to learn to select them

petridish/nas_control/controller.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 """
 Controller holds constants regarding how the exploration/exploitation is done.
 It also contains the logics of these actions.

petridish/nas_control/critic.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import os, re
 import numpy as np
 import tensorflow as tf

petridish/nas_control/queue.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from collections import namedtuple
 import heapq
 import random

petridish/nas_control/queue_diversity.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import heapq
 

petridish/philly/__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/philly/container.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import os
 import json
 

petridish/philly/generator.py

@@ -1,7 +1,9 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import subprocess
 import json
 
-
 SCRIPT_TEMPLATE = \
 r"""#!/bin/bash
 

petridish/philly/heartbeat.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import time
 from threading import Timer
 

petridish/utils/__init__.py

@@ -0,0 +1,2 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.

petridish/utils/callbacks.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import tensorflow as tf
 
 from tensorpack.callbacks import Callback, HookToCallback, Inferencer

petridish/utils/geometry.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import os
 import bisect

petridish/utils/sample.py

@@ -1,3 +1,7 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
+
 import numpy as np
 
 def online_sampling(x_gen, k):

petridish/utils/sessinit.py

@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import os
 import numpy as np
 import tensorflow as tf