pulumi-google-native-kotlin/com.pulumi.googlenative.ml.v1.kotlin.inputs/GoogleCloudMlV1__IntegratedGradientsAttributionArgs

GoogleCloudMlV1__IntegratedGradientsAttributionArgs

data class GoogleCloudMlV1__IntegratedGradientsAttributionArgs(val numIntegralSteps: Output<Int>? = null) : ConvertibleToJava<GoogleCloudMlV1__IntegratedGradientsAttributionArgs>

Attributes credit by computing the Aumann-Shapley value taking advantage of the model's fully differentiable structure. Refer to this paper for more details: https://arxiv.org/abs/1703.01365

Constructors

fun GoogleCloudMlV1__IntegratedGradientsAttributionArgs(numIntegralSteps: Output<Int>? = null)

Functions

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open override fun toJava(): GoogleCloudMlV1__IntegratedGradientsAttributionArgs

Properties

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val numIntegralSteps: Output<Int>? = null

Number of steps for approximating the path integral. A good value to start is 50 and gradually increase until the sum to diff property is met within the desired error range.