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Comments (7)

Light-- avatar Light-- commented on June 26, 2024

自问自答:换个大内存的机器再试一下吧,比如40GB的

from detr3d.

a1600012888 avatar a1600012888 commented on June 26, 2024

Hi,
You need around 20 GB to fit ResNet101 with BatchSize as 1.
For VovNet, you need larger.
See similar: #21

from detr3d.

Suodislie avatar Suodislie commented on June 26, 2024

Hi, do you have solved it? I have the same problem as you.

from detr3d.

a1600012888 avatar a1600012888 commented on June 26, 2024

Hi, do you have solved it? I have the same problem as you.

He seems to have memory issue, and he fixed this after using a GPU with higher memory.

You need around 20GB to train ResNet-101 with FPN with batch-size as 1 on a single GPU. To train VoVNet, you need higher

Do you see any cuda out of memory in your error log?

from detr3d.

Sicily-love avatar Sicily-love commented on June 26, 2024

Hi, do you have solved it? I have the same problem as you.

He seems to have memory issue, and he fixed this after using a GPU with higher memory.

You need around 20GB to train ResNet-101 with FPN with batch-size as 1 on a single GPU. To train VoVNet, you need higher

Do you see any cuda out of memory in your error log?

I do see 'cuda out of memory' in my error log. How can i do to solve this problem?
Thank you.

from detr3d.

hnumrx avatar hnumrx commented on June 26, 2024

Hi, do you have solved it? I have the same problem as you.

He seems to have memory issue, and he fixed this after using a GPU with higher memory.
You need around 20GB to train ResNet-101 with FPN with batch-size as 1 on a single GPU. To train VoVNet, you need higher
Do you see any cuda out of memory in your error log?

I do see 'cuda out of memory' in my error log. How can i do to solve this problem? Thank you.

Maybe you can reduce the batchsize.

from detr3d.

Wangqk-wqk avatar Wangqk-wqk commented on June 26, 2024

it's not useful

Hi, do you have solved it? I have the same problem as you.

He seems to have memory issue, and he fixed this after using a GPU with higher memory.
You need around 20GB to train ResNet-101 with FPN with batch-size as 1 on a single GPU. To train VoVNet, you need higher
Do you see any cuda out of memory in your error log?

I do see 'cuda out of memory' in my error log. How can i do to solve this problem? Thank you.

Maybe you can reduce the batchsize.

but i use this method without any benifit

from detr3d.

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