I have successfully install TVM RPC in my android using this link.
It has no problem to use ARM CPU when installing an app without compiling using OpenCL.
But, editing config.mk
and install with OpenCL, it has a problem that the RPC communication does not end. (the config is the same as arm CPU but it doesn’t work!)
I think that i missed the library version or some or configurations.
Can someone please help?
rpc tracker log
Tracker address 127.0.0.1:9105
Server List
----------------------------
server-address key
----------------------------
141.223.124.93:5001 server:android
----------------------------
Queue Status
-------------------------------
key total free pending
-------------------------------
android 1 1 0
-------------------------------
library version
- android-ndk-r19c
- jave-8-openjdk
- gradle 6.0
System env
Host
- TVM commit 1df6c273f0fb1242d0b399614616635cef38bc15
- OS ubuntu 20.04
Device
- Samsung galaxy s21
- CPU - ARM Cortex
- GPU - ARM Mali-G78
config.mk
#-------------------------------------------------------------------------------
APP_ABI = arm64-v8a
APP_PLATFORM = android-24
# whether enable OpenCL during compile
USE_OPENCL = 1
# whether to enable Vulkan during compile
USE_VULKAN = 1
# whether to enable contrib sort functions during compile
USE_SORT = 1
# whether to eanble contrib random functions during compile
USE_RANDOM = 1
ifeq ($(USE_VULKAN), 1)
# Statically linking vulkan requires API Level 24 or higher
APP_PLATFORM = android-24
endif
ADD_C_INCLUDES += /home/jaehun/tvm/apps/android_rpc/sdk/Development/Inc
ADD_C_INCLUDES += /home/jaehun/tvm/apps/android_rpc/OpenCL-Headers
# the additional link libs you want to add, e.g., ANDROID_LIB_PATH/libOpenCL.so
ADD_LDLIBS = /home/jaehun/tvm/apps/android_rpc/libOpenCL.so