【发布时间】：2022-01-02 20:37:14
【问题描述】：
我尝试使用 nightly tensorflow lite 构建一个 TensorFlow lite 应用程序。
但是，它发生了八个相同的错误，如以下错误。 我想寻找这个问题的解决方案，但是我在任何地方都找不到（当然，也可能只是我找不到）。
FAILURE: Build completed with 8 failures.
1: Task failed with an exception.
-----------
* What went wrong:
Execution failed for task ':app:checkDebugAarMetadata'.
> Could not resolve all files for configuration ':app:debugRuntimeClasspath'.
> Could not find org.tensorflow:tensorflow-lite-local:0.0.0.
Searched in the following locations:
- file:/Users/JJ/.m2/repository/org/tensorflow/tensorflow-lite-local/0.0.0/tensorflow-lite-local-0.0.0.pom
- https://repo.maven.apache.org/maven2/org/tensorflow/tensorflow-lite-local/0.0.0/tensorflow-lite-local-0.0.0.pom
- https://dl.google.com/dl/android/maven2/org/tensorflow/tensorflow-lite-local/0.0.0/tensorflow-lite-local-0.0.0.pom
- http://oss.sonatype.org/content/repositories/snapshots/org/tensorflow/tensorflow-lite-local/0.0.0/tensorflow-lite-local-0.0.0.pom
Required by:
project :app
* Try:
Run with --stacktrace option to get the stack trace. Run with --info or --debug option to get more log output. Run with --scan to get full insights.
还有，这是我的build.gradle (Project)。
// Top-level build file where you can add configuration options common to all sub-projects/modules.
buildscript {
repositories {
mavenCentral()
google()
}
dependencies {
classpath 'com.android.tools.build:gradle:7.0.3'
// NOTE: Do not place your application dependencies here; they belong
// in the individual module build.gradle files
}
}
allprojects {
repositories {
mavenLocal()
mavenCentral()
google()
maven { // Only for snapshot artifacts
name 'ossrh-snapshot'
url 'http://oss.sonatype.org/content/repositories/snapshots'
allowInsecureProtocol = true
}
}
}
task clean(type: Delete) {
delete rootProject.buildDir
}
另外，这是我的build.gradle (App)。
apply plugin: 'com.android.application'
android {
compileSdkVersion 31
buildToolsVersion "30.0.3"
defaultConfig {
applicationId "android.example.com.tflitecamerademo"
// Required by Camera2 API.
minSdkVersion 21
targetSdkVersion 31
versionCode 1
versionName "1.0"
}
lintOptions {
abortOnError false
}
buildTypes {
release {
minifyEnabled false
proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
}
}
aaptOptions {
noCompress "tflite"
}
compileOptions {
sourceCompatibility JavaVersion.VERSION_1_8
targetCompatibility JavaVersion.VERSION_1_8
}
}
repositories {
mavenCentral()
maven { // Only for snapshot artifacts
name 'ossrh-snapshot'
url 'http://oss.sonatype.org/content/repositories/snapshots'
allowInsecureProtocol = true
}
}
allprojects {
repositories {
// Uncomment if you want to use a local repo.
// mavenLocal()
mavenCentral()
maven { // Only for snapshot artifacts
name 'ossrh-snapshot'
url 'http://oss.sonatype.org/content/repositories/snapshots'
allowInsecureProtocol = true
}
}
}
dependencies {
implementation fileTree(dir: 'libs', include: ['*.jar'])
implementation 'androidx.appcompat:appcompat:1.4.0'
implementation 'androidx.constraintlayout:constraintlayout:2.1.2'
implementation 'com.google.android.material:material:1.4.0'
implementation 'androidx.annotation:annotation:1.3.0'
implementation 'androidx.legacy:legacy-support-v13:1.0.0'
// Build off of nightly TensorFlow Lite
implementation 'org.tensorflow:tensorflow-lite:0.0.0-nightly-SNAPSHOT'
implementation 'org.tensorflow:tensorflow-lite-gpu:0.0.0-nightly-SNAPSHOT'
// Use local TensorFlow library
implementation 'org.tensorflow:tensorflow-lite-local:0.0.0'
}
def targetFolder = "src/main/assets"
def modelFloatDownloadUrl = "https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_2018_02_22/mobilenet_v1_1.0_224.tgz"
def modelQuantDownloadUrl = "https://storage.googleapis.com/download.tensorflow.org/models/mobilenet_v1_2018_08_02/mobilenet_v1_1.0_224_quant.tgz"
def localCacheFloat = "build/intermediates/mobilenet_v1_1.0_224.tgz"
def localCacheQuant = "build/intermediates/mmobilenet_v1_1.0_224_quant.tgz"
task downloadModelFloat(type: DownloadUrlTask) {
doFirst {
println "Downloading ${modelFloatDownloadUrl}"
}
sourceUrl = "${modelFloatDownloadUrl}"
target = file("${localCacheFloat}")
}
task downloadModelQuant(type: DownloadUrlTask) {
doFirst {
println "Downloading ${modelQuantDownloadUrl}"
}
sourceUrl = "${modelQuantDownloadUrl}"
target = file("${localCacheQuant}")
}
task unzipModelFloat(type: Copy, dependsOn: 'downloadModelFloat') {
doFirst {
println "Unzipping ${localCacheFloat}"
}
from tarTree("${localCacheFloat}")
into "${targetFolder}"
}
task unzipModelQuant(type: Copy, dependsOn: 'downloadModelQuant') {
doFirst {
println "Unzipping ${localCacheQuant}"
}
from tarTree("${localCacheQuant}")
into "${targetFolder}"
}
task cleanUnusedFiles(type: Delete, dependsOn: ['unzipModelFloat', 'unzipModelQuant']) {
delete fileTree("${targetFolder}").matching {
include "*.pb"
include "*.ckpt.*"
include "*.pbtxt.*"
include "*.quant_info.*"
include "*.meta"
}
}
// Ensure the model file is downloaded and extracted before every build
preBuild.dependsOn unzipModelFloat
preBuild.dependsOn unzipModelQuant
preBuild.dependsOn cleanUnusedFiles
class DownloadUrlTask extends DefaultTask {
@Input
String sourceUrl
@OutputFile
File target
@TaskAction
void download() {
ant.get(src: sourceUrl, dest: target)
}
}
【问题讨论】：
标签： java android tensorflow gradle tensorflow-lite