class

Logarithm::ModelMetrics

Inherits Reference < Object

Enhanced model performance metrics for CLI optimization

Instance methods

avg_accuracy_score
Source
avg_inference_error
Source
avg_memory_usage_inference
Source
avg_memory_usage_training
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avg_prediction_latency
Source
avg_training_latency
Source
avg_training_loss
Source
increment_training_epochs
Source
last_accuracy_score
Source
last_inference_error
Source
last_prediction_latency
Source
last_training_latency
Source
last_training_loss
Source
performance_summary
Source
record_accuracy_score(score : Float64)
Source
record_inference_error(error : Float64)
Source
record_memory_usage_during_inference(memory_percent : Float64)
Source
record_memory_usage_during_training(memory_percent : Float64)
Source
record_prediction_latency(seconds : Float64)
Source
record_training_latency(seconds : Float64)
Source
record_training_loss(loss : Float64)
Source
summary
Source
training_epochs
Source
training_loss_trend
Source