Module markov.api.recording.experiments.experiment_summary_api
Classes
class ExperimentSummary (experiment_id: str)-
Class variables
var experiment_id : str
Methods
def add_custom_field(self, key: str, value: str)-
Add a custom value to the experiment summary
Args
key- Name of the value to be added in the experiment summary
value- Value to be added in the experiment summary
Returns
None
def add_number_of_epochs(self, value: str)-
Add the number of epochs of an experiment to the experiment summary
Args
value- The number of epochs
Returns
None
def add_training_accuracy(self, value: str)-
Add the final training accuracy of an experiment to the experiment summary
Args
value- The training accuracy value
Returns
None
def add_training_loss(self, value: str)-
Add the final training loss of an experiment to the experiment summary
Args
value- The training loss value
Returns
None
def add_validation_accuracy(self, value: str)-
Add the final validation accuracy of an experiment to the experiment summary
Args
value- The validation accuracy value
Returns
None
def add_validation_loss(self, value: str)-
Add the final validation loss of an experiment to the experiment summary
Args
value- The validation loss value
Returns
None
def set(self)-
Set experiment summary on the markov backend
Returns
bool; True if experiment summary was sent to backend successfully