![]() Can the machine transform an existing program to a newly generated program that can runs programs with higher efficiency and produce correct results?Įven though the deep learning model is relatively mature, imitation of human natural language behavior through deep learning is still a difficult task. #Software Fingerprint Solution P100 how toIt is worth exploring as to how to solve the above problems, and thus we have formulated the following idea. ![]() However, some voice assistant machines have encountered certain problems, that is, the machine may not be able to answer the questions correctly, or the existing programs have low execution efficiency. Nowadays, there are quite a lot of brands and types of voice assistant machines in the world, and their existing programs are used for human-computer interaction in response to user requests. These tools not only function as the basis of human language imitation but also play a key role for API offerings in AI applications. The use of artificial intelligence for human-computer interaction in voice assistant machines-related tools have flourished, such as Tesla’s NoA, Apple’s Siri, Amazon Echo and Alexa, and Google Home. Accordingly, research about human-computer interaction is meant to imitate human behavior, especially natural language representation and interpretation in the voice assistant machine. Since then, research in artificial intelligence has been increasing again. IntroductionĪlpha Go was developed by Google DeepMind in London in 2014, and it defeated all other Go masters. ![]() #Software Fingerprint Solution P100 codeAs a result, the newly generated programs outperform the sample programs because the proposed approach reduces the number of code lines by 32.71% and lowers the program execution time by 24.34%, which is of great significance. According to code checking and program output verification, the processes can expedite transform operations efficiently by removing the redundant generated programs and finding the best-performing generated program. In addition, the proposed approach not only imitates a voice assistant system with filtering redundant keywords or adding new keywords to complete keyword retrieval in semantic database but also checks code similarity and verifies the conformity of the executive outputs between sample programs and newly generated programs. In essence, this paper introduces a theoretical estimation in statistics to infer at least a number of generated programs as required so as to guarantee that the best one can be found within them. Therefore, this study proposes a novel transform method to replace the existing programs (called sample programs in this paper) inside the machine with newly generated programs through code transform model GPT-2 that can reasonably solve the problem mentioned above. However, the crucial problem is that the machine often may not give a proper answer to the user or cannot work out the existing program execution efficiently. The existing programs inside the voice assistant machine prompt human-machine interaction in response to a request from a user. ![]()
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![]() ![]() The entire gang bags a role in the college play while Uday organises it. After rejection from CJ, Uday falls for the newly appointed Dramatics teacher, Tamanna. He uses his charm to win back Dia's trust and makes her fall in love with him. Ranvijay decides to take revenge on Samrat and Dia. Angered by the event, Dia slaps Ranjivay in front of the entire college and breaks their friendship. One day, Samrat and Mayank fight with Ranjivay and his goons, in which Samrat gets hurt. She replies by saying that he's not the only cool guy in college, and others can be happening too, indicating Ranvijay. He later rebukes Candy (the name given to Dia by Samrat) for taking a lift from Ranvijay despite having her own car. They both have a bike race till college in which Samrat wins. Ranvijay gives Dia a lift to college on his bike while Samrat offers a lift to Sheena. Gunjan tells Samrat that Sheena will not allow their unique friendship to continue and asks him to stay away from Ranvijay. Seeing Samrat and her friendship weakening day by day, initially reluctant Dia accepts Ranjivay's friendship as she feels that this would make Samrat jealous. Samrat dislikes Ranjivay and warns him to stay away from his friends. Ranvijay almost hits Gunjan and Samrat with his bike, troubles Benji while he was with Samrat and flirts with Dia, which angers Samrat. Sheena and Samrat strike up a relationship. Sheena ( Preeti Keswani), a talented and attractive actress, enters Excel along with Ranvijay ( Khushank Arora), a daredevil rich and spoilt playboy. Mayank, disregarding his love, feuds with Nupur, though later they too become best friends. As time passes, Gunjan misinterprets subtleties from Samrat and begins to harbour unstated love for him just as he clarifies Gunjan to be his closest friend, unaware of his own feelings for her while being oblivious to her one-sided love. At the same time, Samrat drops Gunjan home and meets Dia outside her house, thus trying to balance both friendships. After the Holi party, Mayank drinks bhang and, under its effect, apologizes to Nupur for the misunderstanding that happened earlier. Samrat and Dia begin losing the spark in their friendship as he starts spending most of the time with Gunjan. Gunjan becomes friends with Samrat when she realizes that he was helping her build her confidence throughout the RJ hunt wanting nothing in return. He even saves her from goons which lead to injury in his shoulder. Nupur and Mayank end up fighting most of the time, but eventually, Mayank falls for Nupur when they go for the intercollegiate meet. Dia dislikes the closeness of Gunjan with his best friend and tries to bring down Gunjan in several ways but fails. Some misunderstandings build between Nupur and Mayank, and he refuses to represent the college with her in a competition. Nupur receives Mayank as a project partner, dance partner and travelling partner, while Gunjan gets pushed into a talent parade by Samrat and returns the support by tutoring him. While Mayank rescues Nupur from being locked at the men's washroom, Samrat disguises himself as a shy, studious guy to make fun of Gunjan and later saves her from drowning in a pool. Both sisters are ragged by Dia and the gang. While Gunjan is reluctant to make friends so early, Nupur tries different outfits to look modern but ends up as a fashion disaster. At the same time, Mayank Sharma ( Arjun Bijlani) is introduced as the geeky Greek god of Excel, a close rival and later a close friend of Samrat. Lead athlete and college star Samrat and his close friend Benji (Abhishek Sharma) are Dia's friends. ![]() Dia is horrified by the news of their arrival at Excel and does everything in her power to make their lives miserable but in vain. ![]() They are cousins of the "Queen Bee" Dia and "Dodo" Uday. While Nupur is carefree and believes that one day she would find the man of her dreams, Gunjan is an introvert and though being the younger one, is more responsible and spends most of her time studying. Also studying at Excel are sisters Nupur Bhushan ( Rati Pandey) and Gunjan Bhushan ( Sanaya Irani) who left rural Morena for Mumbai. The story begins at Excel College with the introduction of the basketball champion and college stud, Samrat Shergill ( Mohit Sehgal) and the college diva Dia ( Navina Bole) and their buddies Benji and Uday. ![]() |
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