Closed KUASWoodyLIN closed 3 years ago
I am facing a similar issue. Were you able to solve this?
I'm facing a similar issue, but with a single GPU. I look forward to receiving and advice.
I am facing a similar issue, do you have any solution now?
You could check this out: https://gist.github.com/BAXTER001/5b2bb9e65b587f893298f09102436ca1
I'm facing a similar issue, but with a single GPU. I look forward to receiving and advice.
I solved this problem by updating to the latest version of Keras.
I'm trying to train a simple GAN on GPU with Keras. I verified that the code runs with CPU on my laptop. Then, I added multi_gpu_model as per below to enable it to run on a set of GPUs. However, I am getting the following error:
RuntimeError: ('The name "Discriminator" is used 2 times in the model. All layer names should be unique. Layer names: ', ['input_3', 'input_4', 'lambda_3', 'lambda_4', 'lambda_5', 'lambda_6', 'model_3', 'Discriminator', 'Discriminator'])
The error seems to suggest that because I'm calling the Discriminator model multiple times, the name of the layers overlap. However, it is unclear to me how I can get around this problem. For your convenience, the full code is provided below:
Here's the full traceback: