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Update mnist.py
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examples/mnist.py

Lines changed: 26 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -217,34 +217,55 @@ def treat_dataset(dataset: dict) -> tuple:
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"x": "$mnist_datasets_normalized.test_images"
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}
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)
220-
predict_tensorflow.wait("mnist_model_predicted")
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evaluate_tensorflow = EvaluateTensorflow(CLUSTER_IP)
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evaluate_tensorflow.create_evaluate_async(
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name="mnist_model_evaluated",
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model_name="mnist_model",
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parent_name="mnist_model_predicted",
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parent_name="mnist_model_trained",
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method_name="evaluate",
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parameters={
229-
"x": "$mnist_model_predicted",
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"y": "$$mnist_datasets_normalized.test_labels"
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"x": "$mnist_datasets_normalized.test_images",
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"y": "$mnist_datasets_normalized.test_labels"
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}
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)
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predict_tensorflow.wait("mnist_model_predicted")
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evaluate_tensorflow.wait("mnist_model_evaluated")
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236+
show_mnist_predict = '''
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print(mnist_predicted)
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response = None
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'''
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function_python.run_function_async(
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name="mnist_model_predicted_print",
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parameters={
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"mnist_predicted": "$mnist_model_predicted"
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},
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code=show_mnist_predict
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)
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show_mnist_evaluate = '''
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print(mnist_evaluated)
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response = None
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'''
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function_python.run_function_async(
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name="mnist_model_evaluated_print",
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parameters={
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"mnist_evaluated": "$mnist_model_evaluated"
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},
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code=show_mnist_evaluate
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)
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function_python.wait("mnist_model_evaluated_print")
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function_python.wait("mnist_model_predicted_print")
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print(function_python.search_execution_content(
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name="mnist_model_predicted_print",
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limit=1,
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skip=1,
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pretty_response=True))
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print(function_python.search_execution_content(
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name="mnist_model_evaluated_print",

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