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Interface: NTCTrainerOptions

Indexable​

[key: string]: unknown

Properties​

baseResolution?​

optional baseResolution?: number

batchSize?​

optional batchSize?: number

channelActivations?​

optional channelActivations?: string[]

cosineAnnealingScale?​

optional cosineAnnealingScale?: number

dualGrid?​

optional dualGrid?: boolean

gradientPrecision?​

optional gradientPrecision?: "fixed" | "float" | "auto"

Auto uses float accumulation when its shader compiles, otherwise legacy fixed-point.

gridChannels?​

optional gridChannels?: number

hiddenActivation?​

optional hiddenActivation?: string

hiddenSizes?​

optional hiddenSizes?: number[]

iterations?​

optional iterations?: number

learningRate?​

optional learningRate?: number

levels?​

optional levels?: number

maxGradientNorm?​

optional maxGradientNorm?: number

mipFilter?​

optional mipFilter?: "source" | "lanczos"

Preserve supplied mips by default, or rebuild square sources with Lanczos-3.

mipsPerLevel?​

optional mipsPerLevel?: number

name?​

optional name?: string

outputChannels?​

optional outputChannels?: number

positionalEncoding?​

optional positionalEncoding?: boolean

quantization?​

optional quantization?: ResolvedNTCQuantizationConfig

retrainAfterQuantize?​

optional retrainAfterQuantize?: number

seed?​

optional seed?: number

textureResolution?​

optional textureResolution?: number

uvTransform?​

optional uvTransform?: any

weightsLearningRate?​

optional weightsLearningRate?: number

Optional separate MLP rate, decayed proportionally with the latent rate.