Open risqaliyevds opened 7 months ago
I used two 24 GB GPUs to train the model, so you just used one or somethings ?
I solved this problem. I have another question can I train a 48k rate audio model? If yes what I should change or it is impossible? I changed config.json file (to 48k) and trained my own model (get checkpoint) but it wasn't different from your best checkpoint.
Our model was trained on a corpus with a 16 kHz sampling rate, where the original data was downsampled from 48 kHz to 16 kHz.
It is feasible to train our model with a 48 kHz noisy dataset.
You just need to change the sampling_rate
in the config.json
to 48000.
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu?
OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
When did you encounter this issue? in training or inference?
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
When did you encounter this issue? in training or inference?
Hi, I'm happy to hear from you, I came across it in training
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
Hi what is your audio sample rate?
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
Hi what is your audio sample rate?
16 kHz
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
Hi what is your audio sample rate?
16 kHz
How many batches did you set on each GPU?
I cant remember you can start from 1.
пн, 22 апр. 2024 г., 12:54 Rory Lu @.***>:
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.
Hi, this has happened to me too, how did you solve it
Hi what is your audio sample rate?
16 kHz
How many batches did you set on each GPU?
— Reply to this email directly, view it on GitHub https://github.com/yxlu-0102/MP-SENet/issues/13#issuecomment-2068727935, or unsubscribe https://github.com/notifications/unsubscribe-auth/A3QRDA5TGTZXHYRCVS4J2Z3Y6S62FAVCNFSM6AAAAABAY7VA52VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDANRYG4ZDOOJTGU . You are receiving this because you authored the thread.Message ID: @.***>
I cant remember you can start from 1. пн, 22 апр. 2024 г., 12:54 Rory Lu @.>: … I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu? OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use. Hi, this has happened to me too, how did you solve it Hi what is your audio sample rate? 16 kHz How many batches did you set on each GPU? — Reply to this email directly, view it on GitHub <#13 (comment)>, or unsubscribe https://github.com/notifications/unsubscribe-auth/A3QRDA5TGTZXHYRCVS4J2Z3Y6S62FAVCNFSM6AAAAABAY7VA52VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDANRYG4ZDOOJTGU . You are receiving this because you authored the thread.Message ID: @.>
Thank you very much for your reply, I will try
作者您好 请问您用什么型号什么数量的GPU训练的?我用的两张3090的训练您的模型 每一个Epoch大概要1个小时 batchsize的参数设置为多少呢?谢谢
作者您好 请问您用什么型号什么数量的GPU训练的?我用的两张3090的训练您的模型 每一个Epoch大概要1个小时 batchsize的参数设置为多少呢?谢谢
我用的也是两张 3090,batchsize 设的还是 4
作者您好 请问您用什么型号什么数量的GPU训练的?我用的两张3090的训练您的模型 每一个Epoch大概要1个小时 batchsize的参数设置为多少呢?谢谢
我用的也是两张 3090,batchsize 设的还是 4
I use default config, bs =4, segment size = 32000, 2*4090 24G gpu, also OOM.
will the result degrade when set the bs =2?
I have 24 GB GPU but I get this error. I try to use enhance my own audio with yours best checkpoints what is problem or it needs more gpu?
OutOfMemoryError: CUDA out of memory. Tried to allocate 15.25 GiB. GPU 0 has a total capacty of 23.69 GiB of which 5.50 GiB is free. Process 2674591 has 16.90 GiB memory in use. Including non-PyTorch memory, this process has 1.26 GiB memory in use.