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Author: dori2063

model/EarlyStopping_made.py

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+class EarlyStopping_made():
+    def __init__(self, patience=0, verbose=0):
+        self._step = 0
+        self._loss = float('inf')
+        self.patience = patience
+        self.verbose = verbose
+
+    def validate(self, loss):
+        if self._loss < loss:
+            self._step += 1
+            if self._step > self.patience:
+                return True
+        else:
+            self._step = 0
+            self._loss = loss
+
+        return False

model/__pycache__/EarlyStopping_made.cpython-36.pyc

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+import atexit
+from datetime import datetime
+from urllib.request import Request, urlopen
+
+_format = '%Y-%m-%d %H:%M:%S.%f'
+_file = None
+
+
+def init(filename):
+    global _file
+    _close_logfile()
+    _file = open(filename, 'a')
+    _file.write('\n-----------------------------------------------------------------\n')
+    _file.write('Starting..........\n')
+    _file.write('-----------------------------------------------------------------\n')
+
+
+def log(msg, slack=False):
+    print("[%s]     %s" % (datetime.now().strftime(_format)[:-3], msg))
+    if _file is not None:
+        _file.write('[%s]    %s\n' % (datetime.now().strftime(_format)[:-3], msg))
+
+def _close_logfile():
+    global _file
+    if _file is not None:
+        _file.close()
+        _file = None
+
+atexit.register(_close_logfile)
+