TPU/Keras compatible methods - alternative to upsampling2D
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How do I find out which keras functions are compatible with a TPU in Colab?
I am trying to fit an autoencoder in Colab. It is, however, throwing an "unsupported operations" error. A simple search suggests that the UpSampling2D layers in my autoencoder are not TPU supported.
Is there an alternative way to have an UpSampling2D layer? And is there any documentation that shows what is unsupported with a TPU?
tensorflow keras google-colaboratory google-cloud-tpu
edited Nov 20 at 7:13
Pang
6,8201563101
asked Nov 8 at 20:15
James Kl
204
add a comment |
up vote
1
down vote
favorite
How do I find out which keras functions are compatible with a TPU in Colab?
I am trying to fit an autoencoder in Colab. It is, however, throwing an "unsupported operations" error. A simple search suggests that the UpSampling2D layers in my autoencoder are not TPU supported.
Is there an alternative way to have an UpSampling2D layer? And is there any documentation that shows what is unsupported with a TPU?
tensorflow keras google-colaboratory google-cloud-tpu
edited Nov 20 at 7:13
Pang
6,8201563101
asked Nov 8 at 20:15
James Kl
204
add a comment |
up vote
1
down vote
favorite
up vote
1
down vote
favorite
How do I find out which keras functions are compatible with a TPU in Colab?
I am trying to fit an autoencoder in Colab. It is, however, throwing an "unsupported operations" error. A simple search suggests that the UpSampling2D layers in my autoencoder are not TPU supported.
Is there an alternative way to have an UpSampling2D layer? And is there any documentation that shows what is unsupported with a TPU?
tensorflow keras google-colaboratory google-cloud-tpu
edited Nov 20 at 7:13
Pang
6,8201563101
asked Nov 8 at 20:15
James Kl
204
How do I find out which keras functions are compatible with a TPU in Colab?
I am trying to fit an autoencoder in Colab. It is, however, throwing an "unsupported operations" error. A simple search suggests that the UpSampling2D layers in my autoencoder are not TPU supported.
Is there an alternative way to have an UpSampling2D layer? And is there any documentation that shows what is unsupported with a TPU?
tensorflow keras google-colaboratory google-cloud-tpu
tensorflow keras google-colaboratory google-cloud-tpu
edited Nov 20 at 7:13
Pang
6,8201563101
asked Nov 8 at 20:15
James Kl
204
edited Nov 20 at 7:13
Pang
6,8201563101
asked Nov 8 at 20:15
James Kl
204
edited Nov 20 at 7:13
Pang
6,8201563101
edited Nov 20 at 7:13
Pang
6,8201563101
edited Nov 20 at 7:13
Pang
6,8201563101
6,8201563101
asked Nov 8 at 20:15
James Kl
204
asked Nov 8 at 20:15
James Kl
204
asked Nov 8 at 20:15
James Kl
204
204
add a comment |
add a comment |
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