├── .gitignore ├── CMakeLists.txt ├── MNISTsamples ├── img_1.jpg ├── img_10.jpg ├── img_100.jpg ├── img_101.jpg ├── img_102.jpg ├── img_103.jpg ├── img_104.jpg ├── img_105.jpg ├── img_106.jpg ├── img_107.jpg ├── img_108.jpg ├── img_109.jpg ├── img_11.jpg ├── img_110.jpg ├── img_111.jpg ├── img_112.jpg ├── img_113.jpg ├── img_114.jpg ├── img_115.jpg ├── img_116.jpg ├── img_117.jpg ├── img_118.jpg ├── img_119.jpg ├── img_12.jpg ├── img_120.jpg ├── img_121.jpg ├── img_122.jpg ├── img_123.jpg ├── img_124.jpg ├── img_125.jpg ├── img_126.jpg ├── img_127.jpg ├── img_128.jpg ├── img_129.jpg ├── img_13.jpg ├── img_130.jpg ├── img_131.jpg ├── img_132.jpg ├── img_133.jpg ├── img_134.jpg ├── img_135.jpg ├── img_136.jpg ├── img_137.jpg ├── img_138.jpg ├── img_139.jpg ├── img_14.jpg ├── img_140.jpg ├── img_141.jpg ├── img_142.jpg ├── img_143.jpg ├── img_144.jpg ├── img_145.jpg ├── img_146.jpg ├── img_147.jpg ├── img_148.jpg ├── img_149.jpg ├── img_15.jpg ├── img_150.jpg ├── img_151.jpg ├── img_152.jpg ├── img_153.jpg ├── img_154.jpg ├── img_155.jpg ├── img_156.jpg ├── img_157.jpg ├── img_158.jpg ├── img_159.jpg ├── img_16.jpg ├── img_160.jpg ├── img_161.jpg ├── img_162.jpg ├── img_163.jpg ├── img_164.jpg ├── img_165.jpg ├── img_166.jpg ├── img_167.jpg ├── img_168.jpg ├── img_169.jpg ├── img_17.jpg ├── img_170.jpg ├── img_171.jpg ├── img_172.jpg ├── img_173.jpg ├── img_174.jpg ├── img_175.jpg ├── img_176.jpg ├── img_177.jpg ├── img_178.jpg ├── img_179.jpg ├── img_18.jpg ├── img_180.jpg ├── img_181.jpg ├── img_182.jpg ├── img_183.jpg ├── img_184.jpg ├── img_185.jpg ├── img_186.jpg ├── img_187.jpg ├── img_188.jpg ├── img_189.jpg ├── img_19.jpg ├── img_190.jpg ├── img_191.jpg ├── img_192.jpg ├── img_193.jpg ├── img_194.jpg ├── img_195.jpg ├── img_196.jpg ├── img_197.jpg ├── img_198.jpg ├── img_199.jpg ├── img_2.jpg ├── img_20.jpg ├── img_200.jpg ├── img_201.jpg ├── img_202.jpg ├── img_203.jpg ├── img_204.jpg ├── img_205.jpg ├── img_206.jpg ├── img_207.jpg ├── img_208.jpg ├── img_209.jpg ├── img_21.jpg ├── img_210.jpg ├── img_211.jpg ├── img_212.jpg ├── img_213.jpg ├── img_214.jpg ├── img_215.jpg ├── img_216.jpg ├── img_217.jpg ├── img_218.jpg ├── img_219.jpg ├── img_22.jpg ├── img_220.jpg ├── img_221.jpg ├── img_222.jpg ├── img_223.jpg ├── img_224.jpg ├── img_225.jpg ├── img_226.jpg ├── img_227.jpg ├── img_228.jpg ├── img_229.jpg ├── img_23.jpg ├── img_230.jpg ├── img_231.jpg ├── img_232.jpg ├── img_233.jpg ├── img_234.jpg ├── img_235.jpg ├── img_236.jpg ├── img_237.jpg ├── img_238.jpg ├── img_239.jpg ├── img_24.jpg ├── img_240.jpg ├── img_241.jpg ├── img_242.jpg ├── img_243.jpg ├── img_244.jpg ├── img_245.jpg ├── img_246.jpg ├── img_247.jpg ├── img_248.jpg ├── img_249.jpg ├── img_25.jpg ├── img_250.jpg ├── img_251.jpg ├── img_252.jpg ├── img_253.jpg ├── img_254.jpg ├── img_255.jpg ├── img_256.jpg ├── img_257.jpg ├── img_258.jpg ├── img_259.jpg ├── img_26.jpg ├── img_260.jpg ├── img_261.jpg ├── img_262.jpg ├── img_263.jpg ├── img_264.jpg ├── img_265.jpg ├── img_266.jpg ├── img_267.jpg ├── img_268.jpg ├── img_269.jpg ├── img_27.jpg ├── img_270.jpg ├── img_271.jpg ├── img_272.jpg ├── img_273.jpg ├── img_274.jpg ├── img_275.jpg ├── img_276.jpg ├── img_277.jpg ├── img_278.jpg ├── img_279.jpg ├── img_28.jpg ├── img_280.jpg ├── img_281.jpg ├── img_282.jpg ├── img_283.jpg ├── img_284.jpg ├── img_285.jpg ├── img_286.jpg ├── img_287.jpg ├── img_288.jpg ├── img_289.jpg ├── img_29.jpg ├── img_290.jpg ├── img_291.jpg ├── img_292.jpg ├── img_293.jpg ├── img_294.jpg ├── img_295.jpg ├── img_296.jpg ├── img_297.jpg ├── img_298.jpg ├── img_299.jpg ├── img_3.jpg ├── img_30.jpg ├── img_300.jpg ├── img_301.jpg ├── img_302.jpg ├── img_303.jpg ├── img_304.jpg ├── img_305.jpg ├── img_306.jpg ├── img_307.jpg ├── img_308.jpg ├── img_309.jpg ├── img_31.jpg ├── img_310.jpg ├── img_311.jpg ├── img_312.jpg ├── img_313.jpg ├── img_314.jpg ├── img_315.jpg ├── img_316.jpg ├── img_317.jpg ├── img_318.jpg ├── img_319.jpg ├── img_32.jpg ├── img_320.jpg ├── img_321.jpg ├── img_322.jpg ├── img_323.jpg ├── img_324.jpg ├── img_325.jpg ├── img_326.jpg ├── img_327.jpg ├── img_328.jpg ├── img_329.jpg ├── img_33.jpg ├── img_330.jpg ├── img_331.jpg ├── img_332.jpg ├── img_333.jpg ├── img_334.jpg ├── img_335.jpg ├── img_336.jpg ├── img_337.jpg ├── img_338.jpg ├── img_339.jpg ├── img_34.jpg ├── img_340.jpg ├── img_341.jpg ├── img_342.jpg ├── img_343.jpg ├── img_344.jpg ├── img_345.jpg ├── img_346.jpg ├── img_347.jpg ├── img_348.jpg ├── img_349.jpg ├── img_35.jpg ├── img_350.jpg ├── img_36.jpg ├── img_37.jpg ├── img_38.jpg ├── img_39.jpg ├── img_4.jpg ├── img_40.jpg ├── img_41.jpg ├── img_42.jpg ├── img_43.jpg ├── img_44.jpg ├── img_45.jpg ├── img_46.jpg ├── img_47.jpg ├── img_48.jpg ├── img_49.jpg ├── img_5.jpg ├── img_50.jpg ├── img_51.jpg ├── img_52.jpg ├── img_53.jpg ├── img_54.jpg ├── img_55.jpg ├── img_56.jpg ├── img_57.jpg ├── img_58.jpg ├── img_59.jpg ├── img_6.jpg ├── img_60.jpg ├── img_61.jpg ├── img_62.jpg ├── img_63.jpg ├── img_64.jpg ├── img_65.jpg ├── img_66.jpg ├── img_67.jpg ├── img_68.jpg ├── img_69.jpg ├── img_7.jpg ├── img_70.jpg ├── img_71.jpg ├── img_72.jpg ├── img_73.jpg ├── img_74.jpg ├── img_75.jpg ├── img_76.jpg ├── img_77.jpg ├── img_78.jpg ├── img_79.jpg ├── img_8.jpg ├── img_80.jpg ├── img_81.jpg ├── img_82.jpg ├── img_83.jpg ├── img_84.jpg ├── img_85.jpg ├── img_86.jpg ├── img_87.jpg ├── img_88.jpg ├── img_89.jpg ├── img_9.jpg ├── img_90.jpg ├── img_91.jpg ├── img_92.jpg ├── img_93.jpg ├── img_94.jpg ├── img_95.jpg ├── img_96.jpg ├── img_97.jpg ├── img_98.jpg └── img_99.jpg ├── README.md ├── example-app.cpp ├── model.pth ├── model_trace.pt └── pythontracing.py /.gitignore: -------------------------------------------------------------------------------- 1 | # exclude everything except directory 2 | */* 3 | /cmake-build-debug/* 4 | !/MNISTsamples/* 5 | -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- 1 | cmake_minimum_required(VERSION 3.0 FATAL_ERROR) 2 | project(custom_ops) 3 | 4 | find_package(Torch REQUIRED) 5 | find_package(OpenCV REQUIRED ) 6 | 7 | message(STATUS "CVINCLUDE: ${OpenCV_INCLUDE_DIRS}") 8 | include_directories(${OpenCV_INCLUDE_DIRS}) 9 | add_executable(example-app example-app.cpp) 10 | target_link_libraries(example-app ${TORCH_LIBRARIES} ${OpenCV_LIBS}) 11 | set_property(TARGET example-app PROPERTY CXX_STANDARD 11) -------------------------------------------------------------------------------- /MNISTsamples/img_1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tobiascz/MNIST_Pytorch_python_and_capi/b7a3a28173e3313cd8f3d303c3878395c6395ef3/MNISTsamples/img_1.jpg -------------------------------------------------------------------------------- /MNISTsamples/img_10.jpg: 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Run main of pythontracing.py --> training the MNIST network and saving it to model.pth 5 | 2. Run demo of pythontracing.py --> tracing the model.pth so it can be used in c++ 6 | 3. Build the example-app.cpp using CMake 7 | 4. Run it! 8 | -------------------------------------------------------------------------------- /example-app.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | 3 | #include // One-stop header. 4 | 5 | #include 6 | #include 7 | 8 | #include 9 | #include 10 | 11 | 12 | using namespace cv; 13 | 14 | void showImage(Mat image) 15 | { 16 | namedWindow( "Display window", CV_WINDOW_AUTOSIZE );// Create a window for display. 17 | imshow("Display window", image ); 18 | waitKey(0); 19 | } 20 | 21 | 22 | int main(int argc, const char* argv[]) { 23 | //std::cout << "OpenCV version : " << CV_VERSION << std::endl; 24 | Mat image; 25 | image = imread("../MNISTsamples/img_63.jpg", CV_LOAD_IMAGE_GRAYSCALE); 26 | showImage(image); 27 | // Deserialize the ScriptModule from a file using torch::jit::load(). 28 | std::shared_ptr module = torch::jit::load("../model_trace.pt"); 29 | std::vector sizes = {1, 1, image.rows, image.cols}; 30 | at::TensorOptions options(at::ScalarType::Byte); 31 | at::Tensor tensor_image = torch::from_blob(image.data, at::IntList(sizes), options); 32 | tensor_image = tensor_image.toType(at::kFloat); 33 | at::Tensor result = module->forward({tensor_image}).toTensor(); 34 | 35 | auto max_result = result.max(1, true); 36 | auto max_index = std::get<1>(max_result).item(); 37 | std::cout << max_index << std::endl; 38 | 39 | } -------------------------------------------------------------------------------- /model.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tobiascz/MNIST_Pytorch_python_and_capi/b7a3a28173e3313cd8f3d303c3878395c6395ef3/model.pth -------------------------------------------------------------------------------- /model_trace.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tobiascz/MNIST_Pytorch_python_and_capi/b7a3a28173e3313cd8f3d303c3878395c6395ef3/model_trace.pt -------------------------------------------------------------------------------- /pythontracing.py: -------------------------------------------------------------------------------- 1 | from __future__ import print_function 2 | import argparse 3 | import torch 4 | import torch.nn as nn 5 | import torch.nn.functional as F 6 | import torch.optim as optim 7 | from torchvision import datasets, transforms 8 | import PIL 9 | 10 | class Net(nn.Module): 11 | def __init__(self): 12 | super(Net, self).__init__() 13 | self.conv1 = nn.Conv2d(1, 10, kernel_size=5) 14 | self.conv2 = nn.Conv2d(10, 20, kernel_size=5) 15 | self.conv2_drop = nn.Dropout2d() 16 | self.fc1 = nn.Linear(320, 50) 17 | self.fc2 = nn.Linear(50, 10) 18 | 19 | def forward(self, x): 20 | x = F.relu(F.max_pool2d(self.conv1(x), 2)) 21 | x = F.relu(F.max_pool2d(self.conv2_drop(self.conv2(x)), 2)) 22 | x = x.view(-1, 320) 23 | x = F.relu(self.fc1(x)) 24 | x = F.dropout(x, training=self.training) 25 | x = self.fc2(x) 26 | return F.log_softmax(x, dim=1) 27 | 28 | def train(args, model, device, train_loader, optimizer, epoch): 29 | model.train() 30 | for batch_idx, (data, target) in enumerate(train_loader): 31 | data, target = data.to(device), target.to(device) 32 | optimizer.zero_grad() 33 | output = model(data) 34 | loss = F.nll_loss(output, target) 35 | loss.backward() 36 | optimizer.step() 37 | if batch_idx % args.log_interval == 0: 38 | print('Train Epoch: {} [{}/{} ({:.0f}%)]\tLoss: {:.6f}'.format( 39 | epoch, batch_idx * len(data), len(train_loader.dataset), 40 | 100. * batch_idx / len(train_loader), loss.item())) 41 | 42 | def test(args, model, device, test_loader): 43 | model.eval() 44 | test_loss = 0 45 | correct = 0 46 | with torch.no_grad(): 47 | for data, target in test_loader: 48 | data, target = data.to(device), target.to(device) 49 | output = model(data) 50 | test_loss += F.nll_loss(output, target, reduction='sum').item() # sum up batch loss 51 | pred = output.max(1, keepdim=True)[1] # get the index of the max log-probability 52 | correct += pred.eq(target.view_as(pred)).sum().item() 53 | 54 | test_loss /= len(test_loader.dataset) 55 | print('\nTest set: Average loss: {:.4f}, Accuracy: {}/{} ({:.0f}%)\n'.format( 56 | test_loss, correct, len(test_loader.dataset), 57 | 100. * correct / len(test_loader.dataset))) 58 | 59 | def main(): 60 | # Training settings 61 | parser = argparse.ArgumentParser(description='PyTorch MNIST Example') 62 | parser.add_argument('--batch-size', type=int, default=64, metavar='N', 63 | help='input batch size for training (default: 64)') 64 | parser.add_argument('--test-batch-size', type=int, default=1000, metavar='N', 65 | help='input batch size for testing (default: 1000)') 66 | parser.add_argument('--epochs', type=int, default=10, metavar='N', 67 | help='number of epochs to train (default: 10)') 68 | parser.add_argument('--lr', type=float, default=0.01, metavar='LR', 69 | help='learning rate (default: 0.01)') 70 | parser.add_argument('--momentum', type=float, default=0.5, metavar='M', 71 | help='SGD momentum (default: 0.5)') 72 | parser.add_argument('--no-cuda', action='store_true', default=False, 73 | help='disables CUDA training') 74 | parser.add_argument('--seed', type=int, default=1, metavar='S', 75 | help='random seed (default: 1)') 76 | parser.add_argument('--log-interval', type=int, default=10, metavar='N', 77 | help='how many batches to wait before logging training status') 78 | args = parser.parse_args() 79 | use_cuda = not args.no_cuda and torch.cuda.is_available() 80 | print(use_cuda) 81 | torch.manual_seed(args.seed) 82 | 83 | device = torch.device("cuda" if use_cuda else "cpu") 84 | 85 | kwargs = {'num_workers': 8, 'pin_memory': True} if use_cuda else {} 86 | train_loader = torch.utils.data.DataLoader( 87 | datasets.MNIST('../data', train=True, download=True, 88 | transform=transforms.Compose([ 89 | transforms.ToTensor(), 90 | transforms.Normalize((0.1307,), (0.3081,)) 91 | ])), 92 | batch_size=args.batch_size, shuffle=True, **kwargs) 93 | test_loader = torch.utils.data.DataLoader( 94 | datasets.MNIST('../data', train=False, transform=transforms.Compose([ 95 | transforms.ToTensor(), 96 | transforms.Normalize((0.1307,), (0.3081,)) 97 | ])), 98 | batch_size=args.test_batch_size, shuffle=True, **kwargs) 99 | 100 | 101 | model = Net().to(device) 102 | optimizer = optim.SGD(model.parameters(), lr=args.lr, momentum=args.momentum) 103 | 104 | for epoch in range(1, args.epochs + 1): 105 | train(args, model, device, train_loader, optimizer, epoch) 106 | test(args, model, device, test_loader) 107 | 108 | torch.save(model, "model.pth") 109 | 110 | def createTracedModel(model, random_input): 111 | traced_net = torch.jit.trace(model,random_input) 112 | traced_net.save("model_trace.pt") 113 | 114 | print("Success - model_trace was saved!") 115 | 116 | 117 | def saveModel(): 118 | use_cuda = torch.cuda.is_available() 119 | mnist_testset = datasets.MNIST(root='./data', train=False, download=True, transform=None) 120 | train_image, train_target= mnist_testset[24] 121 | train_image.show() 122 | 123 | device = torch.device("cuda" if use_cuda else "cpu") 124 | model = torch.load("model.pth").to(device) 125 | loader = transforms.Compose([ 126 | transforms.ToTensor(), 127 | transforms.Normalize((0.1307,), (0.3081,)) 128 | ]) 129 | tensor_image = loader(train_image).unsqueeze(0).to(device) 130 | output = model(tensor_image) 131 | pred = output.max(1, keepdim=True)[1] 132 | pred = torch.squeeze(pred) 133 | 134 | print("Success - Train target: " + str(train_target.cpu().numpy()) + " Prediction: " + str(pred.cpu().numpy())) 135 | 136 | 137 | # TRACING THE MODEL comment out if you dont wanna save the trace model in a demo run 138 | createTracedModel(model, tensor_image) 139 | 140 | 141 | 142 | if __name__ == '__main__': 143 | #main() creates the model.pth. saveModel takes the model.pth and random input and creates model.pt. 144 | saveModel() --------------------------------------------------------------------------------