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1. DurationMonday, Apr. 24th, 2023 - Sunday, Apr. 30th, 20232. Learning Records2.1. UpdatingRevised my English Curriculum Vitae and Chinese Resume bas...
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1. Duration Monday, November 7th, 2022 - Saturday, November 12th, 2022 2. Learning Record 2.1 Give a Pitch to My Junior Fellow I supposed him to be a professor of deep learning, but he turned out to be a rookie. He even didn't finish the machine learning course. Luckily, he is interested in t...
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Eddie's Learning RecordsEddie's Learing Record 44
1. DurationMonday, Apr. 24th, 2023 - Sunday, Apr. 30th, 20232. Learning Records2.1. UpdatingRevised my English Curriculum Vitae and Chinese Resume bas...
Eddie's Learning RecordsEddie's Learning Record 23
1. Duration Monday, November 7th, 2022 - Saturday, November 12th, 2022 2. Learning Record 2.1 Give a Pitch to My Junior Fellow I supposed him to be a professor of deep learning, but he turned out to be a rookie. He even didn't finish the machine learning course. Luckily, he is interested in t...
Eddie's Learning RecordsEddie's Learning Record 40
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Monday, January 2nd, 2023 - January 7th, 2023
Okay, I found the reason why the model ran like shit. The shuffle of the validation dataset made terrible results. And different batch_size or normalizations resulted in different outcomes.
The error said I encountered the 2 G limit of the tensorflow dataset buffer size. I tried to use the from_generator function. Unfortunately, it worked worse. I can't even finish the micro-expression training.
Furthermore, the learning rate seemed to have a huge impact on the outcomes. So whether the model is shit or the learning rate doesn't fit. I had no idea.
Finally, I finished the NTCE test on Saturday, January 7th, 2023. Then I could focus more on the experiment.
Monday, January 2nd, 2023 - January 7th, 2023
Okay, I found the reason why the model ran like shit. The shuffle of the validation dataset made terrible results. And different batch_size or normalizations resulted in different outcomes.
The error said I encountered the 2 G limit of the tensorflow dataset buffer size. I tried to use the from_generator function. Unfortunately, it worked worse. I can't even finish the micro-expression training.
Furthermore, the learning rate seemed to have a huge impact on the outcomes. So whether the model is shit or the learning rate doesn't fit. I had no idea.
Finally, I finished the NTCE test on Saturday, January 7th, 2023. Then I could focus more on the experiment.
Eddie He
Eddie He
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