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")
Italian Trulli
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