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Monkeydion avatar Monkeydion commented on May 13, 2024

The first error was found at the metrics_fns.py file because of the incompatibility of shapes between prediction (None, ) and labels (None, {number of classes}). what I did was to add labels=tf.argmax(labels, 1) [to change one hot encodings to a vector containing the class of the highest propbability] under the def _metric_fn(labels, predictions, weights=None) function of def make_accuracy_metric_fn(label_vocabulary=None):

Now the error says that there is incompatibility in sizes for the logits and labels under the loss_fns

tensorflow.python.framework.errors_impl.InvalidArgumentError: 2 root error(s) found.
(0) Invalid argument: logits and labels must be broadcastable: logits_size=[16,4] labels_size=[64,4]
[[node Phoenix/Trainer/softmax_cross_entropy_loss/xentropy (defined at D:\Programming\TuKoy\model_search-master\model_search\loss_fns.py:95) ]]
[[Phoenix/Trainer/Mean/_161]]
(1) Invalid argument: logits and labels must be broadcastable: logits_size=[16,4] labels_size=[64,4]
[[node Phoenix/Trainer/softmax_cross_entropy_loss/xentropy (defined at D:\Programming\TuKoy\model_search-master\model_search\loss_fns.py:95) ]]

from model_search.

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