49b95ca42dc6c70e33fa32a7ee183696e4033fe2,pyprob/nn/inference_network_lstm.py,InferenceNetworkLSTM,_loss,#InferenceNetworkLSTM#Any#,132
 
Before Change
                // print("importance_weights    ", importance_weights)
                // print()
                if util.has_nan_or_inf(log_prob):
                    print(colored("Warning: NaN, -Inf, or Inf encountered in proposal log_prob.", "red", attrs=["bold"]))
                    print("proposal_distribution", proposal_distribution)
                    print("values", values)
                    print("log_prob", log_prob)
                    print("Fixing -Inf")
After Change
                // print("importance_weights    ", importance_weights)
                // print()
                if util.has_nan_or_inf(log_prob):
                    warnings.warn("NaN, -Inf, or Inf encountered in proposal log_prob.")
                    print("proposal_distribution", proposal_distribution)
                    print("values", values)
                    print("log_prob", log_prob)
                    print("Fixing -Inf")

In pattern: SUPERPATTERN
Frequency: 5
Non-data size: 5
Instances
 Project Name: pyprob/pyprob
 Commit Name: 49b95ca42dc6c70e33fa32a7ee183696e4033fe2
 Time: 2020-07-19
 Author: atilimgunes.baydin@gmail.com
 File Name: pyprob/nn/inference_network_lstm.py
 Class Name: InferenceNetworkLSTM
 Method Name: _loss
 Project Name: pyprob/pyprob
 Commit Name: 49b95ca42dc6c70e33fa32a7ee183696e4033fe2
 Time: 2020-07-19
 Author: atilimgunes.baydin@gmail.com
 File Name: pyprob/model.py
 Class Name: Model
 Method Name: posterior
 Project Name: pyprob/pyprob
 Commit Name: 49b95ca42dc6c70e33fa32a7ee183696e4033fe2
 Time: 2020-07-19
 Author: atilimgunes.baydin@gmail.com
 File Name: pyprob/model.py
 Class Name: Model
 Method Name: _traces
 Project Name: pyprob/pyprob
 Commit Name: 49b95ca42dc6c70e33fa32a7ee183696e4033fe2
 Time: 2020-07-19
 Author: atilimgunes.baydin@gmail.com
 File Name: pyprob/distributions/truncated_normal.py
 Class Name: TruncatedNormal
 Method Name: log_prob
 Project Name: pyprob/pyprob
 Commit Name: 49b95ca42dc6c70e33fa32a7ee183696e4033fe2
 Time: 2020-07-19
 Author: atilimgunes.baydin@gmail.com
 File Name: pyprob/nn/inference_network_feedforward.py
 Class Name: InferenceNetworkFeedForward
 Method Name: _loss