nit: append `®` to all `Arm` labels
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@ -3,7 +3,7 @@ package com.example.llama
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import android.app.Application
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import dagger.hilt.android.HiltAndroidApp
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const val APP_NAME = "Arm AI Playground"
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const val APP_NAME = "Arm® AI Playground"
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@HiltAndroidApp
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class KleidiLlamaApplication : Application()
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@ -450,7 +450,7 @@ private fun ImportFromHuggingFaceDialog(
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modifier = Modifier.fillMaxWidth(),
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text = models?.let {
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"The Hugging Face models shown here have been pre-filtered to be moderately sized and correctly quantized.\n\n" +
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"Please use responsibly. We do not endorse or take responsibility for misuse or harmful use of these models.\n\n" +
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"Please use responsibly. Arm® does not endorse or take responsibility for misuse or harmful use of these models.\n\n" +
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"Select a model to download:"
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} ?: "Searching on HuggingFace for open-source models free for downloading...",
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style = MaterialTheme.typography.bodyLarge,
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@ -1,7 +1,7 @@
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package android.llama.cpp
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/**
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* Represents an ARM CPU feature with its metadata.
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* Represents an Arm® CPU feature with its metadata.
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*/
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data class ArmFeature(
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val name: String,
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@ -11,7 +11,7 @@ data class ArmFeature(
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)
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/**
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* Helper class to map LLamaTier to supported ARM features.
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* Helper class to map LLamaTier to supported Arm® features.
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*/
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object ArmFeaturesMapper {
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@ -24,7 +24,7 @@ object ArmFeaturesMapper {
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)
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/**
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* All ARM features supported by the library, in order of introduction.
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* All Arm® features supported by the library, in order of introduction.
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*/
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val allFeatures = listOf(
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ArmFeature(
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@ -59,20 +59,6 @@ object ArmFeaturesMapper {
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)
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)
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/**
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* Maps a LLamaTier to its supported ARM features.
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* Returns a list of booleans where each index corresponds to allFeatures.
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*/
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fun getSupportedFeatures(tier: LLamaTier?): List<Boolean>? =
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when (tier) {
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LLamaTier.NONE, null -> null // No tier detected
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LLamaTier.T0 -> listOf(true, false, false, false, false) // ASIMD only
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LLamaTier.T1 -> listOf(true, true, false, false, false) // ASIMD + DOTPROD
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LLamaTier.T2 -> listOf(true, true, true, false, false) // ASIMD + DOTPROD + I8MM
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LLamaTier.T3 -> listOf(true, true, true, true, false) // ASIMD + DOTPROD + I8MM + SVE
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// TODO-han.yin: implement T4 once obtaining an Android device with SME!
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}
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/**
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* Gets the feature support data for UI display.
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*/
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@ -87,4 +73,18 @@ object ArmFeaturesMapper {
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}
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}
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}
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/**
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* Maps a LLamaTier to its supported Arm® features.
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* Returns a list of booleans where each index corresponds to allFeatures.
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*/
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private fun getSupportedFeatures(tier: LLamaTier?): List<Boolean>? =
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when (tier) {
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LLamaTier.NONE, null -> null // No tier detected
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LLamaTier.T0 -> listOf(true, false, false, false, false) // ASIMD only
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LLamaTier.T1 -> listOf(true, true, false, false, false) // ASIMD + DOTPROD
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LLamaTier.T2 -> listOf(true, true, true, false, false) // ASIMD + DOTPROD + I8MM
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LLamaTier.T3 -> listOf(true, true, true, true, false) // ASIMD + DOTPROD + I8MM + SVE
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// TODO-han.yin: implement T4 once obtaining an Android device with SME!
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}
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}
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@ -13,7 +13,7 @@ interface TierDetection {
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* Higher tiers provide better performance on supported hardware.
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*/
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enum class LLamaTier(val rawValue: Int, val libraryName: String, val description: String) {
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NONE(-404, "", "No valid Arm optimization available!"),
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NONE(-404, "", "No valid Arm® optimization available!"),
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T0(0, "llama_android_t0", "ARMv8-a baseline with ASIMD"),
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T1(1, "llama_android_t1", "ARMv8.2-a with DotProd"),
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T2(2, "llama_android_t2", "ARMv8.6-a with DotProd + I8MM"),
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