openai/openai-dotnet
Publicmirrored from https://github.com/openai/openai-dotnetAvailable
tests/FineTuning/HyperparameterOptionsTests.cs
48lines · modecode
| 1 | using NUnit.Framework; |
| 2 | using OpenAI.FineTuning; |
| 3 | using System; |
| 4 | |
| 5 | namespace OpenAI.Tests.FineTuning; |
| 6 | |
| 7 | [Parallelizable(ParallelScope.Fixtures)] |
| 8 | [Category("FineTuning")] |
| 9 | [Category("Smoke")] |
| 10 | class HyperparameterOptionsTests |
| 11 | { |
| 12 | [Test] |
| 13 | [Parallelizable] |
| 14 | public void OptionsCanEasilyCompare() |
| 15 | { |
| 16 | Assert.That(HyperparameterEpochCount.CreateAuto(), Is.EqualTo("auto")); |
| 17 | Assert.That(HyperparameterBatchSize.CreateAuto(), Is.EqualTo("auto")); |
| 18 | Assert.That(HyperparameterLearningRate.CreateAuto(), Is.EqualTo("auto")); |
| 19 | Assert.That(HyperparameterBetaFactor.CreateAuto(), Is.EqualTo("auto")); |
| 20 | |
| 21 | Assert.That(new HyperparameterEpochCount(1), Is.EqualTo(1)); |
| 22 | Assert.That(new HyperparameterBatchSize(1), Is.EqualTo(1)); |
| 23 | Assert.That(new HyperparameterLearningRate(1), Is.EqualTo(1)); |
| 24 | Assert.That(new HyperparameterBetaFactor(1), Is.EqualTo(1)); |
| 25 | |
| 26 | Assert.That(new HyperparameterEpochCount(1), Is.EqualTo(1)); |
| 27 | Assert.That(new HyperparameterBatchSize(1), Is.EqualTo(1)); |
| 28 | Assert.That(new HyperparameterLearningRate(1), Is.EqualTo(1.0)); |
| 29 | Assert.That(new HyperparameterBetaFactor(1), Is.EqualTo(1)); |
| 30 | |
| 31 | Assert.That(1 == new HyperparameterEpochCount(1)); |
| 32 | Assert.That(1 == new HyperparameterBatchSize(1)); |
| 33 | Assert.That(0.5 == new HyperparameterLearningRate(0.5)); |
| 34 | |
| 35 | Assert.That(new HyperparameterBatchSize(1) == 1); |
| 36 | Assert.That(new HyperparameterEpochCount(1) == 1); |
| 37 | Assert.That(new HyperparameterLearningRate(1) == 1); |
| 38 | Assert.That(new HyperparameterBetaFactor(1) == 1); |
| 39 | } |
| 40 | |
| 41 | [Test] |
| 42 | [Parallelizable] |
| 43 | public void OptionsCanEasilySet() |
| 44 | { |
| 45 | FineTuningTrainingMethod supervisedMethod = FineTuningTrainingMethod.CreateSupervised(); |
| 46 | // TODO: Add more tests here |
| 47 | } |
| 48 | } |