khannaekta commented on a change in pull request #516:
URL: https://github.com/apache/madlib/pull/516#discussion_r493118545
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File path:
src/ports/postgres/modules/deep_learning/test/madlib_keras_model_selection.sql_in
##########
@@ -375,6 +375,39 @@ SELECT assert(
'Keras Fit Multiple Output Summary Validation failed when user passes
in 1-hot encoded label vector. Actual:' || __to_char(summary))
FROM (SELECT * FROM iris_multiple_model_summary) summary;
+-- Testing with caching
+DROP TABLE if exists iris_multiple_model, iris_multiple_model_summary,
iris_multiple_model_info;
+SELECT madlib_keras_fit_multiple_model(
+ 'iris_data_one_hot_encoded_packed',
+ 'iris_multiple_model',
+ 'mst_table_4row',
+ 3,
+ FALSE, NULL, NULL, NULL, NULL, NULL,
+ TRUE
+);
+
+SELECT assert(
+ model_arch_table = 'iris_model_arch' AND
+ validation_table is NULL AND
+ model_info = 'iris_multiple_model_info' AND
+ source_table = 'iris_data_one_hot_encoded_packed' AND
+ model = 'iris_multiple_model' AND
+ model_selection_table = 'mst_table_4row' AND
+ object_table IS NULL AND
+ dependent_varname = 'class_one_hot_encoded' AND
+ independent_varname = 'attributes' AND
+ madlib_version is NOT NULL AND
+ num_iterations = 3 AND
+ start_training_time < now() AND
+ end_training_time < now() AND
+ dependent_vartype = 'integer[]' AND
+ num_classes = NULL AND
+ class_values = NULL AND
+ normalizing_const = 1 AND
+ metrics_iters = ARRAY[3],
+ 'Keras Fit Multiple Output Summary Validation failed when user passes
in 1-hot encoded label vector. Actual:' || __to_char(summary))
+FROM (SELECT * FROM iris_multiple_model_summary) summary;
+
Review comment:
Updated
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