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almost got it....? it's not what I expected....!
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@ -17,6 +17,7 @@ class LossCrossentropy(tf.keras.losses.Loss):
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def call(self, y_true, y_pred):
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def call(self, y_true, y_pred):
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result = tf.keras.metrics.categorical_crossentropy(y_true, y_pred)
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result = tf.keras.metrics.categorical_crossentropy(y_true, y_pred)
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result_reduce = tf.math.reduce_sum(result)
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result_reduce = tf.math.reduce_sum(result)
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label_nowater = tf.math.reduce_sum(tf.argmax(y_true, axis=-1))
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tf.print("DEBUG:TFPRINT:loss LABEL", y_true.shape, y_true, "PREDICT", y_pred.shape, y_pred, "BEFORE_REDUCE", result.shape, result, "AFTER_REDUCE", result_reduce.shape, result_reduce)
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tf.print("DEBUG:TFPRINT:loss LABEL", y_true.shape, y_true, "PREDICT", y_pred.shape, y_pred, "BEFORE_REDUCE", result.shape, result, "AFTER_REDUCE", result_reduce.shape, result_reduce)
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return result
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return result
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