dkurt

serving_default...   NOT_RUN              layerType: Parameter            execType: unknown_I8           realTime (ms): 0.000      cpuTime (ms): 0.000      
FakeQuantize_12      EXECUTED             layerType: Subgraph             execType: jit_avx512_I8        realTime (ms): 0.176      cpuTime (ms): 0.176      
FakeQuantize_12...   EXECUTED             layerType: Reorder              execType: jit_uni_I8           realTime (ms): 0.112      cpuTime (ms): 0.112      
Multiply_26793       EXECUTED             layerType: Convolution          execType: brgconv_avx512_I8    realTime (ms): 0.453      cpuTime (ms): 0.453      
efficientnet-li...   NOT_RUN              layerType: FakeQuantize         execType: undef                realTime (ms): 0.000      cpuTime (ms): 0.000      
FakeQuantize_34      NOT_RUN              layerType: FakeQuantize         execType: undef                realTime (ms): 0.000      cpuTime (ms): 0.000      
efficientnet-li...   NOT_RUN              layerType: FakeQuantize         exec

dkurt

repositories {
    mavenCentral()

    def github = ivy {
        url "https://github.com/"

        patternLayout {
            artifact '/[organisation]/[module]/releases/download/[revision]/openvino-[revision]-[classifier].[ext]'
        }

dkurt

cmake_minimum_required(VERSION 3.4.3)

project(ngraph_custom_layer CXX)

find_package(InferenceEngine REQUIRED)
find_package(ngraph REQUIRED)
find_package(TBB REQUIRED tbb tbbmalloc)

include_directories(
  ${OpenCV_INCLUDE_DIRS}

dkurt

My file

int main(int argc, char** argv) {
  return 0;
}

dkurt

import torch
import torch.nn as nn
from torch.autograd import Variable

torch.manual_seed(1412)

def fake_unpool(x, pool_inp, pool_out, indices):
    # perform sanity check
    ref = nn.MaxUnpool2d(2, stride=2)(x, indices)

dkurt

<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
    package="com.example.myapplication">

    <application
        android:allowBackup="true"
        android:icon="@mipmap/ic_launcher"
        android:label="@string/app_name"
        android:roundIcon="@mipmap/ic_launcher_round"
        android:supportsRtl="true"

dkurt

sudo curl -o GPG-PUB-KEY-INTEL-OPENVINO-2021 https://apt.repos.intel.com/openvino/2021/GPG-PUB-KEY-INTEL-OPENVINO-2021
sudo apt-key add GPG-PUB-KEY-INTEL-OPENVINO-2021
sudo echo "deb https://apt.repos.intel.com/openvino/2021 all main" | sudo tee - a /etc/apt/sources.list.d/intel-openvino-2021.list
sudo apt-get update
sudo apt-get install -y --no-install-recommends intel-openvino-dev-ubuntu18-2021.1.110

dkurt

cmake_minimum_required(VERSION 3.4.3)

project(sample CXX)

find_package(InferenceEngine REQUIRED)
find_package(ngraph REQUIRED)

add_executable(${CMAKE_PROJECT_NAME} main.cpp)
target_compile_features(${CMAKE_PROJECT_NAME} PRIVATE cxx_range_for)

dkurt

cmake_minimum_required(VERSION 3.4.3)

project(sample CXX)

find_package(InferenceEngine REQUIRED)

add_executable(${CMAKE_PROJECT_NAME} main.cpp)
target_compile_features(${CMAKE_PROJECT_NAME} PRIVATE cxx_range_for)

target_link_libraries(${CMAKE_PROJECT_NAME}

dkurt