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Fsoft-AIC
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RepoExec-Instruct

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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def DTECH(): if not os.path.isdir('tools/Web/D-Tech'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('cd tools && cd Web && git clo...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def Arpspoof(): if not os.path.isdir('tools/Spoofing/arpspoof'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('cd tools && cd Spoo...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def Th3inspector(): if not os.path.isdir('tools/InformationGathering/Th3inspector'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system(...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def Crips(): if not os.path.isdir('tools/InformationGathering/Crips'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('cd tools && c...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def BillCipher(): if not os.path.isdir('tools/InformationGathering/billcipher'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('ap...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def PhoneInfoga(): if not os.path.isdir('tools/InformationGathering/PhoneInfoga'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('a...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def URLextractor(): if not os.path.isdir('tools/InformationGathering/URLextractor'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system(...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def DeadTrap(): if not os.path.isdir('tools/InformationGathering/DeadTrap'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('apt ins...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main def main(): def Fcrackzip(): if not os.path.isfile('/usr/bin/fcrackzip'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('apt-get install fcrackzip') print("\n{0}[✔]...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def Fornonimizer(): if not os.path.isdir('tools/Others/4nonimizer'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('cd tools && cd ...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): def Katana(): if not os.path.isdir('tools/Others/KatanaFramework'): print("\n{0}[*] Downloading tool...{1}".format(GREEN, DEFAULT)) time.sleep(4) os.system('cd tools && cd ...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import os import time import sys from sys import exit from getch import pause from KitHack import main location = os.getcwd() def main(): print(start_main_menu) option = input("{0}KitHack >> {1}".format(RED, DEFAULT)) option = option.zfill(2) if option == '01': os.system('clear') print ('========={0}Tool{1}=...
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import sys import os import subprocess import time import requests import webbrowser from sys import exit from getch import pause from tkinter import Tk, filedialog from lib.banners import * from lib import kitools from lib.network import run_network def check_connection(host='https://www.google.com'): print("{}...
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import sys import os import subprocess import time import requests import webbrowser from sys import exit from getch import pause from tkinter import Tk, filedialog from lib.banners import * from lib import kitools from lib.network import run_network def info(): def check_permissions(): if os.getuid() == 0: in...
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import argparse import io import os from PIL import Image import lmdb import numpy as np def read_images(lmdb_path, image_size): env = lmdb.open(lmdb_path, map_size=1099511627776, max_readers=100, readonly=True) with env.begin(write=False) as transaction: cursor = transaction.cursor() for _, we...
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import argparse import io import os from PIL import Image import lmdb import numpy as np def dump_images(out_dir, images, prefix): if not os.path.exists(out_dir): os.mkdir(out_dir) for i, img in enumerate(images): Image.fromarray(img).save(os.path.join(out_dir, f"{prefix}_{i:07d}.png"))
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import io import os import socket import blobfile as bf from mpi4py import MPI import torch as th import torch.distributed as dist def _find_free_port(): try: s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) s.bind(("", 0)) s.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1) ...
Setup a distributed process group.
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import io import os import socket import blobfile as bf from mpi4py import MPI import torch as th import torch.distributed as dist The provided code snippet includes necessary dependencies for implementing the `load_state_dict` function. Write a Python function `def load_state_dict(path, **kwargs)` to solve the follow...
Load a PyTorch file without redundant fetches across MPI ranks.
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import io import os import socket import blobfile as bf from mpi4py import MPI import torch as th import torch.distributed as dist The provided code snippet includes necessary dependencies for implementing the `sync_params` function. Write a Python function `def sync_params(params)` to solve the following problem: Syn...
Synchronize a sequence of Tensors across ranks from rank 0.
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors The provided code snippet includes necessary dependencies for implementing the `convert_module_to_f16` function. Write a Python function `def convert_module_to_f16(l)` to solve the following problem: Convert primitive modul...
Convert primitive modules to float16.
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors The provided code snippet includes necessary dependencies for implementing the `convert_module_to_f32` function. Write a Python function `def convert_module_to_f32(l)` to solve the following problem: Convert primitive modul...
Convert primitive modules to float32, undoing convert_module_to_f16().
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors The provided code snippet includes necessary dependencies for implementing the `make_master_params` function. Write a Python function `def make_master_params(model_params)` to solve the following problem: Copy model paramet...
Copy model parameters into a (differently-shaped) list of full-precision parameters.
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors The provided code snippet includes necessary dependencies for implementing the `model_grads_to_master_grads` function. Write a Python function `def model_grads_to_master_grads(model_params, master_params)` to solve the foll...
Copy the gradients from the model parameters into the master parameters from make_master_params().
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors def unflatten_master_params(model_params, master_params): """ Unflatten the master parameters to look like model_params. """ return _unflatten_dense_tensors(master_params[0].detach(), tuple(tensor for tensor ...
Copy the master parameter data back into the model parameters.
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import torch.nn as nn from torch._utils import _flatten_dense_tensors, _unflatten_dense_tensors def zero_grad(model_params): for param in model_params: # Taken from https://pytorch.org/docs/stable/_modules/torch/optim/optimizer.html#Optimizer.add_param_group if param.grad is not None: p...
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import argparse import inspect from . import gaussian_diffusion as gd from .respace import SpacedDiffusion, space_timesteps from .unet import SuperResModel, UNetModel def create_model( image_size, num_channels, num_res_blocks, learn_sigma, class_cond, use_checkpoint, attention_resolutions, ...
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import argparse import inspect from . import gaussian_diffusion as gd from .respace import SpacedDiffusion, space_timesteps from .unet import SuperResModel, UNetModel def args_to_dict(args, keys): return {k: getattr(args, k) for k in keys}
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import copy import functools import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from torch.nn.parallel.distributed import DistributedDataParallel as DDP from torch.optim import AdamW from . import dist_util, logger from .fp16_util import ( make_master_params, ...
Parse filenames of the form path/to/modelNNNNNN.pt, where NNNNNN is the checkpoint's number of steps.
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import copy import functools import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from torch.nn.parallel.distributed import DistributedDataParallel as DDP from torch.optim import AdamW from . import dist_util, logger from .fp16_util import ( make_master_params, ...
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import copy import functools import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from torch.nn.parallel.distributed import DistributedDataParallel as DDP from torch.optim import AdamW from . import dist_util, logger from .fp16_util import ( make_master_params, ...
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import copy import functools import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from torch.nn.parallel.distributed import DistributedDataParallel as DDP from torch.optim import AdamW from . import dist_util, logger from .fp16_util import ( make_master_params, ...
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import copy import functools import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from torch.nn.parallel.distributed import DistributedDataParallel as DDP from torch.optim import AdamW from . import dist_util, logger from .fp16_util import ( make_master_params, ...
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import enum import math import numpy as np import torch as th from .nn import mean_flat from .losses import normal_kl, discretized_gaussian_log_likelihood The provided code snippet includes necessary dependencies for implementing the `_extract_into_tensor` function. Write a Python function `def _extract_into_tensor(ar...
Extract values from a 1-D numpy array for a batch of indices. :param arr: the 1-D numpy array. :param timesteps: a tensor of indices into the array to extract. :param broadcast_shape: a larger shape of K dimensions with the batch dimension equal to the length of timesteps. :return: a tensor of shape [batch_size, 1, ......
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import math import torch as th import torch.nn as nn class CheckpointFunction(th.autograd.Function): def forward(ctx, run_function, length, *args): ctx.run_function = run_function ctx.input_tensors = list(args[:length]) ctx.input_params = list(args[length:]) with th.no_grad(): ...
Evaluate a function without caching intermediate activations, allowing for reduced memory at the expense of extra compute in the backward pass. :param func: the function to evaluate. :param inputs: the argument sequence to pass to `func`. :param params: a sequence of parameters `func` depends on but does not explicitly...
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import os import sys import shutil import os.path as osp import json import time import datetime import tempfile import warnings from collections import defaultdict from contextlib import contextmanager def get_current(): if Logger.CURRENT is None: _configure_default_logger() return Logger.CURRENT def ...
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import os import sys import shutil import os.path as osp import json import time import datetime import tempfile import warnings from collections import defaultdict from contextlib import contextmanager DEBUG = 10 def log(*args, level=INFO): def debug(*args): log(*args, level=DEBUG)
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import os import sys import shutil import os.path as osp import json import time import datetime import tempfile import warnings from collections import defaultdict from contextlib import contextmanager def log(*args, level=INFO): class Logger(object): def __init__(self, dir, output_formats, comm=None): def l...
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import argparse import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from improved_diffusion import dist_util, logger from improved_diffusion.script_util import ( sr_model_and_diffusion_defaults, sr_create_model_and_diffusion, args_to_dict, add_dict_to_a...
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import argparse import os import blobfile as bf import numpy as np import torch as th import torch.distributed as dist from improved_diffusion import dist_util, logger from improved_diffusion.script_util import ( sr_model_and_diffusion_defaults, sr_create_model_and_diffusion, args_to_dict, add_dict_to_a...
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import argparse import torch.nn.functional as F from improved_diffusion import dist_util, logger from improved_diffusion.image_datasets import load_data from improved_diffusion.resample import create_named_schedule_sampler from improved_diffusion.script_util import ( sr_model_and_diffusion_defaults, sr_create_m...
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import argparse import torch.nn.functional as F from improved_diffusion import dist_util, logger from improved_diffusion.image_datasets import load_data from improved_diffusion.resample import create_named_schedule_sampler from improved_diffusion.script_util import ( sr_model_and_diffusion_defaults, sr_create_m...
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import argparse import os import numpy as np import torch.distributed as dist from improved_diffusion import dist_util, logger from improved_diffusion.image_datasets import load_data from improved_diffusion.script_util import ( model_and_diffusion_defaults, create_model_and_diffusion, add_dict_to_argparser,...
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import argparse import os import numpy as np import torch.distributed as dist from improved_diffusion import dist_util, logger from improved_diffusion.image_datasets import load_data from improved_diffusion.script_util import ( model_and_diffusion_defaults, create_model_and_diffusion, add_dict_to_argparser,...
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import argparse from improved_diffusion import dist_util, logger from improved_diffusion.image_datasets import load_data from improved_diffusion.resample import create_named_schedule_sampler from improved_diffusion.script_util import ( model_and_diffusion_defaults, create_model_and_diffusion, args_to_dict, ...
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import argparse import os import numpy as np import torch as th import torch.distributed as dist from improved_diffusion import dist_util, logger from improved_diffusion.script_util import ( NUM_CLASSES, model_and_diffusion_defaults, create_model_and_diffusion, add_dict_to_argparser, args_to_dict, )...
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import json import math import os import random from dataclasses import dataclass import cv2 import numpy as np import pytorch_lightning as pl import torch import torch.nn.functional as F from scipy.spatial.transform import Rotation as Rot from scipy.spatial.transform import Slerp from torch.utils.data import DataLoade...
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import json import math import os import random from dataclasses import dataclass import cv2 import numpy as np import pytorch_lightning as pl import torch import torch.nn.functional as F from scipy.spatial.transform import Rotation as Rot from scipy.spatial.transform import Slerp from torch.utils.data import DataLoade...
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import json import math import os import random from dataclasses import dataclass import cv2 import numpy as np import pytorch_lightning as pl import torch import torch.nn.functional as F from scipy.spatial.transform import Rotation as Rot from scipy.spatial.transform import Slerp from torch.utils.data import DataLoade...
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