Internal change

PiperOrigin-RevId: 366178203

Internal change
PiperOrigin-RevId: 366178203
41f71f6c · Jeremiah Liu · A. Unique TensorFlower · fd3e8141 · 41f71f6c
Commit 41f71f6c authored Mar 31, 2021 by Jeremiah Liu Committed by A. Unique TensorFlower Mar 31, 2021
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official/nlp/modeling/layers/gaussian_process.py official/nlp/modeling/layers/gaussian_process.py +2 -2

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--- a/official/nlp/modeling/layers/gaussian_process.py
+++ b/official/nlp/modeling/layers/gaussian_process.py
@@ -58,7 +58,7 @@ class RandomFeatureGaussianProcess(tf.keras.layers.Layer):
               gp_kernel_type='gaussian',
               gp_kernel_scale=1.,
               gp_output_bias=0.,
-               normalize_input=True,
+               normalize_input=False,
               gp_kernel_scale_trainable=False,
               gp_output_bias_trainable=False,
               gp_cov_momentum=0.999,
@@ -67,7 +67,7 @@ class RandomFeatureGaussianProcess(tf.keras.layers.Layer):
               use_custom_random_features=True,
               custom_random_features_initializer=None,
               custom_random_features_activation=None,
-               l2_regularization=0.,
+               l2_regularization=1e-6,
               gp_cov_likelihood='gaussian',
               return_gp_cov=True,
               return_random_features=False,