sql-codebert-classifier / metrics.json
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{
"train_samples": 12800,
"val_samples": 1600,
"test_samples": 1600,
"train_runtime": 1720.7174,
"validation": {
"eval_loss": 0.009950438514351845,
"eval_accuracy": 0.986875,
"eval_f1_macro": 0.987365893192092,
"eval_f1_micro": 0.986875,
"eval_precision_macro": 0.9823432343234325,
"eval_recall_macro": 0.994,
"eval_hamming_loss": 0.002625,
"eval_subset_accuracy": 0.986875,
"eval_runtime": 24.1234,
"eval_samples_per_second": 66.326,
"eval_steps_per_second": 8.291,
"epoch": 2.0
},
"test": {
"accuracy": 0.988125,
"f1_macro": 0.9877733307020831,
"f1_micro": 0.988125,
"precision_macro": 0.9837556637019634,
"recall_macro": 0.9932000000000001,
"hamming_loss": 0.002375,
"subset_accuracy": 0.988125
}
}