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prajwalkr avatar prajwalkr commented on June 18, 2024

So the dataloader keeps continuing if the training images/audios are absent. Please check if you have provided the right path, and also add print statements in the dataloader to check where it is stuck in an infinite loop.

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qustions avatar qustions commented on June 18, 2024

@prajwalkr thanks for the reply have solved it by checking the directory which was not having .jpg inside it. I have 2 questions

  1. Traning started successfully but It's not saving weights.
  2. When should I stop training and what is L1, Sync, Percep, Fake, Real by seeing what var should I decide how is the training going
L1: 0.03487106040120125, Sync: 0.0, Percep: 27.63102149963379 | Fake: 0.0, Real: 27.63102149963379: : 1it [00:02,  2.13s/it]
Starting Epoch: 771
L1: 0.03605598956346512, Sync: 0.0, Percep: 27.63102149963379 | Fake: 0.0, Real: 27.63102149963379: : 1it [00:02,  2.12s/it]
Starting Epoch: 772
L1: 0.03456452488899231, Sync: 0.0, Percep: 27.63102149963379 | Fake: 0.0, Real: 27.63102149963379: : 1it [00:02,  2.13s/it]
Starting Epoch: 773

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prajwalkr avatar prajwalkr commented on June 18, 2024

why is your training epoch only 1it? The checkpoint saves for every 2000 or 3000 iterations.

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qustions avatar qustions commented on June 18, 2024

thanks for the reply its default 1it only where can i change it

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prajwalkr avatar prajwalkr commented on June 18, 2024

Are you training on LRS2? If you are training correctly on LRS2, it'll give you several hundreds of iterations per epoch.

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qustions avatar qustions commented on June 18, 2024

No, I am Training it on the Lip2Wav Chemistry Lectures dataset

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prajwalkr avatar prajwalkr commented on June 18, 2024

The code is specifically meant for training on LRS2. You will need to understand the code and change multiple parts of the code (including the architecture, maybe) to train on other datasets with different FPS and folder structure.

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Rudrabha avatar Rudrabha commented on June 18, 2024

It may be better to resample any dataset you use to 25 fps. The chemistry lecture dataset is 30 fps. Also, do let us know about the results you achieve.

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qustions avatar qustions commented on June 18, 2024

Ok I will let you know about the results soon thank you for your time

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HaSaKiYasuooo avatar HaSaKiYasuooo commented on June 18, 2024

filelist是手动写入吗,我在预处理之后并没有文件内容生成
image

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pikeyang avatar pikeyang commented on June 18, 2024

filelist是手动写入吗,我在预处理之后并没有文件内容生成 image

下载
image

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