Why "GELU" activation function is used instead of ReLu in BERT?
Aug 17, 2019 · It is not known why certain activation functions work better than others in different contexts. So the only answer for "why use GELU instead of ReLu" is "because it works better" …
AttributeError: 'GELU' object has no attribute 'approximate'
Jan 16, 2023 · Newer pytorch versions introduced an optional argument for GELU, approximate=none||tanh, the default being none (no approximation), which pytorch 1.10 …
Gelu activation in Python - Stack Overflow
Jan 20, 2021 · Hi I'm trying to using a gelu activation in a neural net. I'm having trouble calling it in my layer. I'm thinking its tf.erf that is messing it up but I'm not well versed in tensorflow def …
How do you create a custom activation function with Keras?
May 11, 2017 · Let's say you would like to add swish or gelu to keras, the previous methods are nice inline insertions. But you could also insert them in the set of keras activation functions, so …
Replacing GELU with ReLU in BERT inference - Stack Overflow
Mar 2, 2023 · Actually it uses GELU activation function since it performs better than ReLU, but this is because of the gradient near zero. In inference, we do not really care about gradients …
Error when converting a tf model to TFlite model - Stack Overflow
Jan 31, 2021 · Thanks ! I already solved the problem by changing the gelu function to relu, gelu isn't yet supported by Tflite.
python - Meaning of the array returned by the activation function …
Apr 1, 2022 · I'm trying to understand VisionTransformer (ViT) and in the basic implementation it uses GELU activation function inside the MLP, that is the last layer. What is the meaning of …
Tensorflow gelu out of memory error, but not relu - Stack Overflow
Jan 26, 2023 · Gelu activation function requires more memory than ReLU because the Gelu function involves computing an exponential and a logarithm, while ReLU is a much simpler …
pytorch - How to decide which mode to use for 'kaiming_normal ...
May 17, 2020 · Thankyou @Szymon. One more clarification. If I decide to use 'ReLu' with 'fan in' mode which is the default initialization done by PyTorch to conv layers (if no initialization is …
AttributeError: module 'transformers.modeling_bert' has no …
Feb 10, 2021 · AttributeError: module 'transformers.modeling_bert' has no attribute 'gelu' Asked 4 years, 9 months ago Modified 3 years ago Viewed 2k times