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jpmml / jpmml-tensorflow

Java library and command-line application for converting TensorFlow models to PMML
GNU Affero General Public License v3.0
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IllegalArgumentException at org.jpmml.tensorflow.EstimatorFactory.newEstimator #14

Closed calebstrait closed 5 years ago

calebstrait commented 5 years ago

Dear Villu, With- protobuf 3.7.1 tensorflow 1.13.1 openjdk 1.8.0_212 I'm doing $ java -jar target/converter-executable-1.0-SNAPSHOT.jar --tf-savedmodel-input 1554735764/ --pmml-output estimator.pmml to the following error:

Apr 09, 2019 1:39:36 PM org.jpmml.tensorflow.Main run
INFO: Parsing SavedModel..
2019-04-09 13:39:38.108054: I tensorflow/cc/saved_model/reader.cc:31] Reading SavedModel from: /home/cstrait_gcp2/1554735764
2019-04-09 13:39:38.144966: I tensorflow/cc/saved_model/reader.cc:54] Reading meta graph with tags { serve }
2019-04-09 13:39:38.150964: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2019-04-09 13:39:38.221977: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2300000000 Hz
2019-04-09 13:39:38.222114: I tensorflow/compiler/xla/service/service.cc:150] XLA service 0x7ff2d4d0c8b0 executing computations on platform Host. Devices:
2019-04-09 13:39:38.222125: I tensorflow/compiler/xla/service/service.cc:158]   StreamExecutor device (0): <undefined>, <undefined>
2019-04-09 13:39:38.243759: I tensorflow/cc/saved_model/loader.cc:182] Restoring SavedModel bundle.
2019-04-09 13:39:38.431421: I tensorflow/cc/saved_model/loader.cc:132] Running initialization op on SavedModel bundle.
2019-04-09 13:39:38.463896: I tensorflow/cc/saved_model/loader.cc:285] SavedModel load for tags { serve }; Status: success. Took 355847 microseconds.
Apr 09, 2019 1:39:38 PM org.jpmml.tensorflow.Main run
INFO: Parsed SavedModel in 1622 ms.
Apr 09, 2019 1:39:39 PM org.jpmml.tensorflow.Main run
INFO: Converting..
Apr 09, 2019 1:39:39 PM org.jpmml.tensorflow.Main run
SEVERE: Failed to convert
java.lang.IllegalArgumentException
        at org.jpmml.tensorflow.EstimatorFactory.newEstimator(EstimatorFactory.java:58)
        at org.jpmml.tensorflow.Main.run(Main.java:117)
        at org.jpmml.tensorflow.Main.main(Main.java:90)

Exception in thread "main" java.lang.IllegalArgumentException
        at org.jpmml.tensorflow.EstimatorFactory.newEstimator(EstimatorFactory.java:58)
        at org.jpmml.tensorflow.Main.run(Main.java:117)
        at org.jpmml.tensorflow.Main.main(Main.java:90)

I'd truly appreciate any assistance in you can offer in debugging this, which I suspect is a versions-related issue. Regards, Caleb

vruusmann commented 5 years ago

tensorflow 1.13.1

This project was last updated for TensorFlow 1.3.0 (ten major releases back).

Predictive Model Markup Language (PMML) is addressing the structured data science domain, and is not particularly compatible/relevant for unstructured data. Didn't know it at the time when the JPMML-TensorFlow project was started.

Time to mark this project as "Archived".