microsoft · ultmaster · Nov 26, 2019 · Nov 26, 2019 · Nov 26, 2019
diff --git a/examples/nas/darts/datasets.py b/examples/nas/darts/datasets.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import numpy as np
 import torch
 from torchvision import transforms

diff --git a/examples/nas/darts/model.py b/examples/nas/darts/model.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 import torch.nn as nn
 

diff --git a/examples/nas/darts/ops.py b/examples/nas/darts/ops.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 import torch.nn as nn
 

diff --git a/examples/nas/darts/retrain.py b/examples/nas/darts/retrain.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 import time
 from argparse import ArgumentParser

diff --git a/examples/nas/darts/search.py b/examples/nas/darts/search.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 import time
 from argparse import ArgumentParser

diff --git a/examples/nas/darts/utils.py b/examples/nas/darts/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 def accuracy(output, target, topk=(1,)):
     """ Computes the precision@k for the specified values of k """
     maxk = max(topk)

diff --git a/examples/nas/enas/datasets.py b/examples/nas/enas/datasets.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from torchvision import transforms
 from torchvision.datasets import CIFAR10
 

diff --git a/examples/nas/enas/macro.py b/examples/nas/enas/macro.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch.nn as nn
 
 from nni.nas.pytorch import mutables

diff --git a/examples/nas/enas/micro.py b/examples/nas/enas/micro.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 import torch.nn as nn
 import torch.nn.functional as F

diff --git a/examples/nas/enas/ops.py b/examples/nas/enas/ops.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 import torch.nn as nn
 

diff --git a/examples/nas/enas/search.py b/examples/nas/enas/search.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 import time
 from argparse import ArgumentParser

diff --git a/examples/nas/enas/utils.py b/examples/nas/enas/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 
 

diff --git a/src/sdk/pynni/nni/nas/pytorch/base_mutator.py b/src/sdk/pynni/nni/nas/pytorch/base_mutator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 
 import torch.nn as nn

diff --git a/src/sdk/pynni/nni/nas/pytorch/base_trainer.py b/src/sdk/pynni/nni/nas/pytorch/base_trainer.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from abc import ABC, abstractmethod
 
 

diff --git a/src/sdk/pynni/nni/nas/pytorch/callbacks.py b/src/sdk/pynni/nni/nas/pytorch/callbacks.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 import os
 

diff --git a/src/sdk/pynni/nni/nas/pytorch/darts/__init__.py b/src/sdk/pynni/nni/nas/pytorch/darts/__init__.py
@@ -1,2 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from .mutator import DartsMutator
 from .trainer import DartsTrainer
diff --git a/src/sdk/pynni/nni/nas/pytorch/darts/mutator.py b/src/sdk/pynni/nni/nas/pytorch/darts/mutator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 
 import torch

diff --git a/src/sdk/pynni/nni/nas/pytorch/darts/trainer.py b/src/sdk/pynni/nni/nas/pytorch/darts/trainer.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import copy
 import logging
 

diff --git a/src/sdk/pynni/nni/nas/pytorch/enas/__init__.py b/src/sdk/pynni/nni/nas/pytorch/enas/__init__.py
@@ -1,2 +1,5 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from .mutator import EnasMutator
 from .trainer import EnasTrainer
diff --git a/src/sdk/pynni/nni/nas/pytorch/enas/mutator.py b/src/sdk/pynni/nni/nas/pytorch/enas/mutator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import torch
 import torch.nn as nn
 import torch.nn.functional as F

diff --git a/src/sdk/pynni/nni/nas/pytorch/enas/trainer.py b/src/sdk/pynni/nni/nas/pytorch/enas/trainer.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 import torch
 import torch.optim as optim

diff --git a/src/sdk/pynni/nni/nas/pytorch/fixed.py b/src/sdk/pynni/nni/nas/pytorch/fixed.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import json
 
 import torch

diff --git a/src/sdk/pynni/nni/nas/pytorch/mutables.py b/src/sdk/pynni/nni/nas/pytorch/mutables.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 
 import torch.nn as nn

diff --git a/src/sdk/pynni/nni/nas/pytorch/mutator.py b/src/sdk/pynni/nni/nas/pytorch/mutator.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import logging
 
 import torch

diff --git a/src/sdk/pynni/nni/nas/pytorch/pdarts/trainer.py b/src/sdk/pynni/nni/nas/pytorch/pdarts/trainer.py
@@ -1,5 +1,6 @@
 # Copyright (c) Microsoft Corporation.
 # Licensed under the MIT license.
+
 import json
 import logging
 

diff --git a/src/sdk/pynni/nni/nas/pytorch/trainer.py b/src/sdk/pynni/nni/nas/pytorch/trainer.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 import json
 import logging
 from abc import abstractmethod

diff --git a/src/sdk/pynni/nni/nas/pytorch/utils.py b/src/sdk/pynni/nni/nas/pytorch/utils.py
@@ -1,3 +1,6 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT license.
+
 from collections import OrderedDict
 
 _counter = 0