Should I get another job if my boss hates me?

One of my manager embarrassed me in front of a new client. I am new to the job and trying my best to catch on to the flow of things. He kept telling the client that I was new, without even finding out if I had any issues doing my job.

He was sitting real close to me while explaining something to them, and kept turning towards me and telling me to pay attention and listen. By god, I never ever said a word while he spoke as we are told to do when they are with us and the clients. A few minutes before that, he took me aside to tell me that I never told him that he was assigned to help me with the client. I never knew I was suppose to go to him first. No one told me. Because it was on a list, I thought he knew.

He kept staring with dissappointment at me 30 minutes after the meeting with the client. Each time I walked passed his desk, he glared with a serious look. Then the last time I walked by that same day, a woman was talking to him. He stopped me and introduced her to me, saying she was his wife, and how she is the one he makes jokes about. She smiled and shook my hand, and told me it was nice to meet me.

I told her how funny her husband was. They both giggled. I told her it was nice meeting her. Then walked off. Since then, he has been giving me the cold shoulder and stiff stare, even when I wave at him to say hello. Just no response.

Should I get another job?