[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

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module: androidIssues related to Android code, build, and executionmodule: user experienceIssues related to reducing friction for userstriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

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module: androidIssues related to Android code, build, and executionmodule: user experienceIssues related to reducing friction for userstriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

Activity

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module: androidIssues related to Android code, build, and executionmodule: user experienceIssues related to reducing friction for userstriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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None yet

Development

No branches or pull requests

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

Activity

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Metadata

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Labels

module: androidIssues related to Android code, build, and executionmodule: user experienceIssues related to reducing friction for userstriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

Type

No type

Projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

[Android] Error running a transformer decoder-based neural network #8665

Description

@adonnini

Hi,

@kirklandsign I have been developing on Android for more than 15 years. I am familiar with dependencies etc., etc. The issue 8636 had to do with packaging.

I guess you did not see my last comment in
#8636

Here it is again:

Hi Update #2

I worked around the classNotFound exception by creating a java.org.pytorch.executorch package containing all the source files from
executorch/extension/android/src/main/java/org/pytorch/executorch

Now execution fails producing the error log reported below.

I built ```libexecutorch.so``` following the instructions in
https://pytorch.org/executorch/stable/demo-apps-android.html
Package name is the same as expected (and used in the android demo app), i.e. ```org.pytorch.executorch```
The dependencies are
 implementation 'com.facebook.fbjni:fbjni-java-only:0.2.2'
implementation 'com.facebook.soloader:nativeloader:0.10.5'

as in the android demo app

At this point, I am at a loss as to what I am doing wrong and what I should try next.

Should I add and android module to my project just as there is one in the android demo app. In the android demo app, the android module contains all the modules necessary to use the executorch runtime (e.g. NativePeer) in the application.

I think the issue may be related to multi-project set-up which I do not use in my application (although I do have multiple modules within the project.

Generally speaking, I still have the sense that the set-up to use the executorch runtime on Android applications could/should be simpler, for example not requiring the use of the wrapper modules in org.pytorch.executorch

Please let me know if you need additional information.

Thanks

ERROR LOG

02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.mediatek.platform"
02-23 16:41:41.176: W/libc(25151): Access denied finding property "ro.chipname"
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52396): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:media_plat_prop:s0" dev="tmpfs" ino=315 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:media_plat_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.177: E/audit(1210): type=1400 audit(1740325301.170:52397): avc: denied { read } for pid=25151 comm="Thread-2" name="u:object_r:chipname_prop:s0" dev="tmpfs" ino=165 scontext=u:r:untrusted_app_30:s0:c45,c258,c512,c768 tcontext=u:object_r:chipname_prop:s0 tclass=file permissive=0 SEPF_SM-S908B_12_0001 audit_filtered
02-23 16:41:41.179: D/nativeloader(25151): Load /data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk!/lib/arm64-v8a/libexecutorch.so using ns clns-5 from class loader (caller=/data/app/~~CzYQ5jB-bXszoW-cWE7uUg==/com.android.contextq-B_Rwji2_VyK2Jx3NvUwN1A==/base.apk): ok
02-23 16:41:41.179: W/lNetworkService(25151): CheckJNI: method to register "initHybrid" not in the given class. This is slow, consider changing your RegisterNatives calls.
02-23 16:41:41.183: E/lNetworkService(25151): ----- class 'Lorg/pytorch/executorch/NativePeer;' cl=0x140133a8 -----
02-23 16:41:41.183: E/lNetworkService(25151): objectSize=240 (224 from super)
02-23 16:41:41.183: E/lNetworkService(25151): access=0x0000.0000
02-23 16:41:41.183: E/lNetworkService(25151): super='java.lang.Class<java.lang.Object>' (cl=0x0)
02-23 16:41:41.183: E/lNetworkService(25151): interfaces (1):
02-23 16:41:41.183: E/lNetworkService(25151): 0: java.lang.Class<org.pytorch.executorch.INativePeer> (cl=0x140133a8)
02-23 16:41:41.183: E/lNetworkService(25151): vtable (2 entries, 11 in super):
02-23 16:41:41.183: E/lNetworkService(25151): 0: org.pytorch.executorch.EValue org.pytorch.executorch.NativePeer.forward(org.pytorch.executorch.EValue[])
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.resetNative()
02-23 16:41:41.183: E/lNetworkService(25151): direct methods (3 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: void org.pytorch.executorch.NativePeer.<clinit>()
02-23 16:41:41.183: E/lNetworkService(25151): 1: void org.pytorch.executorch.NativePeer.<init>(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): 2: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.initHybrid(java.lang.String, java.util.Map)
02-23 16:41:41.183: E/lNetworkService(25151): instance fields (1 entries):
02-23 16:41:41.183: E/lNetworkService(25151): 0: com.facebook.jni.HybridData org.pytorch.executorch.NativePeer.mHybridData
02-23 16:41:41.183: E/lNetworkService(25151): Failed to register native method org.pytorch.executorch.NativePeer.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData; in /data/data/com.android.contextq/code_cache/.overlay/base.apk/classes14.dex
02-23 16:41:41.184: E/log(25151): error java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] JNI DETECTED ERROR IN APPLICATION: JNI NewGlobalRef called with pending exception java.lang.NoSuchMethodError: no static or non-static method "Lorg/pytorch/executorch/NativePeer;.initHybrid(Ljava/lang/String;I)Lcom/facebook/jni/HybridData;"
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] (Throwable with no stack trace)
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] 02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] in call to NewGlobalRef
02-23 16:41:41.185: A/lNetworkService(25151): java_vm_ext.cc:616] from java.lang.String java.lang.Runtime.nativeLoad(java.lang.String, java.lang.ClassLoader, java.lang.Class)

cc @kirklandsign@cbilgin@mergennachin@byjlw

Activity

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module: androidIssues related to Android code, build, and executionmodule: user experienceIssues related to reducing friction for userstriagedThis issue has been looked at a team member, and triaged and prioritized into an appropriate module

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None yet

Development

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Issue actions