vivekgohel56 / neural-machine-translation-english-to-polish Goto Github PK

translate(transformer, 'go.'): while predicting from english to telugu translated model i am getting this error.so the input should be given in batch of 64?please guide.

tf.Tensor([[ 101 2175 1012 102]], shape=(1, 4), dtype=int32)
tf.Tensor([[4202]], shape=(1, 1), dtype=int32)
tf.Tensor([[[[0.]]]], shape=(1, 1, 1, 1), dtype=float32)
tf.Tensor([[[[0. 0. 0. 0.]]]], shape=(1, 1, 1, 4), dtype=float32)

ValueError Traceback (most recent call last)

in ()
----> 1 translate(transformer, 'go.')

5 frames

/usr/local/lib/python3.6/dist-packages/tensorflow/python/keras/engine/input_spec.py in assert_input_compatibility(input_spec, inputs, layer_name)
272 ' is incompatible with layer ' + layer_name +
273 ': expected shape=' + str(spec.shape) +
--> 274 ', found shape=' + display_shape(x.shape))
275
276

ValueError: Input 0 is incompatible with layer bert: expected shape=(64, 100), found shape=(1, 4)