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W tensorflow/core/grappler/utils/graph_view.cc:830] No registered 'swish_f32' OpKernel for GPU devices compatible with node {{node model_1/swish_38/swish_f32}} about automl HOT 5 CLOSED

google avatar google commented on May 18, 2024
W tensorflow/core/grappler/utils/graph_view.cc:830] No registered 'swish_f32' OpKernel for GPU devices compatible with node {{node model_1/swish_38/swish_f32}}

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Comments (5)

KaqiKaqi avatar KaqiKaqi commented on May 18, 2024

same warning.

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bitwangdan avatar bitwangdan commented on May 18, 2024

@KaqiKaqi have you solved it?

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mingxingtan avatar mingxingtan commented on May 18, 2024

Hmm, I am surprised that swish doesn't work on GPU. If so, could you replace:

relu_fn = tf.nn.swish

with "relu_fn = x * tf.sigmoid(x)"? (they are equivalent but tf.nn.swish is supposed to be more memory efficient)

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mingxingtan avatar mingxingtan commented on May 18, 2024

As shown in this tutorial, it seems to run well with GPU. closing this issue for now.

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Cocoalate avatar Cocoalate commented on May 18, 2024

HI, i'm facing the same problem and replace tf.nn.swish with tf.sigmoid works for me. I suppose it's happenning because I'm using tf.compat.v1 to train main.py under tf2.0 environment

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