├── CMakeLists.txt ├── README.md ├── best_model.pt ├── classify.cpp ├── custom_dataset.h ├── data ├── apples │ ├── img0.jpg │ ├── img1.jpg │ ├── img10.jpg │ ├── img100.jpg │ ├── img101.jpg │ ├── img102.jpg │ ├── img103.jpg │ ├── img104.jpg │ ├── img105.jpg │ ├── img106.jpg │ ├── img107.jpg │ ├── img108.jpg │ ├── img109.jpg │ ├── img11.jpg │ ├── img110.jpg │ ├── img111.jpg │ ├── img112.jpg │ ├── img113.jpg │ ├── img114.jpg │ ├── img115.jpg │ ├── img116.jpg │ ├── img117.jpg │ ├── img118.jpg │ ├── img119.jpg │ ├── img12.jpg │ ├── img120.jpg │ ├── img121.jpg │ ├── img122.jpg │ ├── img123.jpg │ ├── img124.jpg │ ├── img125.jpg │ ├── img126.jpg │ ├── img127.jpg │ ├── img128.jpg │ ├── img129.jpg │ ├── img13.jpg │ ├── img130.jpg │ ├── img131.jpg │ ├── img132.jpg │ ├── img133.jpg │ ├── img134.jpg │ ├── img135.jpg │ ├── img136.jpg │ ├── img137.jpg │ ├── img138.jpg │ ├── img139.jpg │ ├── img14.jpg │ ├── img140.jpg │ ├── img141.jpg │ ├── img142.jpg │ ├── img143.jpg │ ├── img144.jpg │ ├── img145.jpg │ ├── img146.jpg │ ├── img147.jpg │ ├── img148.jpg │ ├── img149.jpg │ ├── img15.jpg │ ├── img150.jpg │ ├── img151.jpg │ ├── img152.jpg │ ├── img153.jpg │ ├── img154.jpg │ ├── img155.jpg │ ├── img156.jpg │ ├── img157.jpg │ ├── img158.jpg │ ├── img159.jpg │ ├── img16.jpg │ ├── img160.jpg │ ├── img161.jpg │ ├── img162.jpg │ ├── img163.jpg │ ├── img164.jpg │ ├── img165.jpg │ ├── img166.jpg │ ├── img167.jpg │ ├── img168.jpg │ ├── img169.jpg │ ├── img17.jpg │ ├── img170.jpg │ ├── img171.jpg │ ├── img172.jpg │ ├── img173.jpg │ ├── img174.jpg │ ├── img175.jpg │ ├── img176.jpg │ ├── img177.jpg │ ├── img178.jpg │ ├── img179.jpg │ ├── img18.jpg │ ├── img180.jpg │ ├── img181.jpg │ ├── img182.jpg │ ├── img183.jpg │ ├── img184.jpg │ ├── img185.jpg │ ├── img186.jpg │ ├── img187.jpg │ ├── img188.jpg │ ├── img189.jpg │ ├── img19.jpg │ ├── img190.jpg │ ├── img191.jpg │ ├── img192.jpg │ ├── img193.jpg │ ├── img194.jpg │ ├── img195.jpg │ ├── img196.jpg │ ├── img197.jpg │ ├── img198.jpg │ ├── img199.jpg │ ├── img2.jpg │ ├── img20.jpg │ ├── img200.jpg │ ├── img201.jpg │ ├── img202.jpg │ ├── img203.jpg │ ├── img204.jpg │ ├── img205.jpg │ ├── img206.jpg │ ├── img207.jpg │ ├── img208.jpg │ ├── img209.jpg │ ├── img21.jpg │ ├── img210.jpg │ ├── img211.jpg │ ├── img212.jpg │ ├── img213.jpg │ ├── img214.jpg │ ├── img215.jpg │ ├── img216.jpg │ ├── img217.jpg │ ├── img218.jpg │ ├── img219.jpg │ ├── img22.jpg │ ├── img220.jpg │ ├── img221.jpg │ ├── img222.jpg │ ├── img223.jpg │ ├── img224.jpg │ ├── img225.jpg │ ├── img226.jpg │ ├── img227.jpg │ ├── img228.jpg │ ├── img229.jpg │ ├── img23.jpg │ ├── img230.jpg │ ├── img231.jpg │ ├── img24.jpg │ ├── img25.jpg │ ├── img26.jpg │ ├── img27.jpg │ ├── img28.jpg │ ├── img29.jpg │ ├── img3.jpg │ ├── img30.jpg │ ├── img31.jpg │ ├── img32.jpg │ ├── img33.jpg │ ├── img34.jpg │ ├── img35.jpg │ ├── img36.jpg │ ├── img37.jpg │ ├── img38.jpg │ ├── img39.jpg │ ├── img4.jpg │ ├── img40.jpg │ ├── img41.jpg │ ├── img42.jpg │ ├── img43.jpg │ ├── img44.jpg │ ├── img45.jpg │ ├── img46.jpg │ ├── img47.jpg │ ├── img48.jpg │ ├── img49.jpg │ ├── img5.jpg │ ├── img50.jpg │ ├── img51.jpg │ ├── img52.jpg │ ├── img53.jpg │ ├── img54.jpg │ ├── img55.jpg │ ├── img56.jpg │ ├── img57.jpg │ ├── img58.jpg │ ├── img59.jpg │ ├── img6.jpg │ ├── img60.jpg │ ├── img61.jpg │ ├── img62.jpg │ ├── img63.jpg │ ├── img64.jpg │ ├── img65.jpg │ ├── img66.jpg │ ├── img67.jpg │ ├── img68.jpg │ ├── img69.jpg │ ├── img7.jpg │ ├── img70.jpg │ ├── img71.jpg │ ├── img72.jpg │ ├── img73.jpg │ ├── img74.jpg │ ├── img75.jpg │ ├── img76.jpg │ ├── img77.jpg │ ├── img78.jpg │ ├── img79.jpg │ ├── img8.jpg │ ├── img80.jpg │ ├── img81.jpg │ ├── img82.jpg │ ├── img83.jpg │ ├── img84.jpg │ ├── img85.jpg │ ├── img86.jpg │ ├── img87.jpg │ ├── img88.jpg │ ├── img89.jpg │ ├── img9.jpg │ ├── img90.jpg │ ├── img91.jpg │ ├── img92.jpg │ ├── img93.jpg │ ├── img94.jpg │ ├── img95.jpg │ ├── img96.jpg │ ├── img97.jpg │ ├── img98.jpg │ └── img99.jpg └── bananas │ ├── img0.jpg │ ├── img1.jpg │ ├── img10.jpg │ ├── img100.jpg │ ├── img101.jpg │ ├── img102.jpg │ ├── img103.jpg │ ├── img104.jpg │ ├── img105.jpg │ ├── img106.jpg │ ├── img107.jpg │ ├── img108.jpg │ ├── img109.jpg │ ├── img11.jpg │ ├── img110.jpg │ ├── img111.jpg │ ├── img112.jpg │ ├── img113.jpg │ ├── img114.jpg │ ├── img115.jpg │ ├── img116.jpg │ ├── img117.jpg │ ├── img118.jpg │ ├── img119.jpg │ ├── img12.jpg │ ├── img120.jpg │ ├── img121.jpg │ ├── img122.jpg │ ├── img123.jpg │ ├── img124.jpg │ ├── img125.jpg │ ├── img126.jpg │ ├── img127.jpg │ ├── img128.jpg │ ├── img129.jpg │ ├── img13.jpg │ ├── img130.jpg │ ├── img131.jpg │ ├── img132.jpg │ ├── img133.jpg │ ├── img134.jpg │ ├── img135.jpg │ ├── img136.jpg │ ├── img137.jpg │ ├── img138.jpg │ ├── img139.jpg │ ├── img14.jpg │ ├── img140.jpg │ ├── img141.jpg │ ├── img142.jpg │ ├── img143.jpg │ ├── img144.jpg │ ├── img145.jpg │ ├── img146.jpg │ ├── img147.jpg │ ├── img148.jpg │ ├── img149.jpg │ ├── img15.jpg │ ├── img150.jpg │ ├── img151.jpg │ ├── img152.jpg │ ├── img153.jpg │ ├── img154.jpg │ ├── img155.jpg │ ├── img156.jpg │ ├── img157.jpg │ ├── img158.jpg │ ├── img159.jpg │ ├── img16.jpg │ ├── img160.jpg │ ├── img161.jpg │ ├── img162.jpg │ ├── img163.jpg │ ├── img164.jpg │ ├── img165.jpg │ ├── img166.jpg │ ├── img167.jpg │ ├── img168.jpg │ ├── img169.jpg │ ├── img17.jpg │ ├── img170.jpg │ ├── img171.jpg │ ├── img172.jpg │ ├── img173.jpg │ ├── img174.jpg │ ├── img175.jpg │ ├── img176.jpg │ ├── img177.jpg │ ├── img178.jpg │ ├── img179.jpg │ ├── img18.jpg │ ├── img180.jpg │ ├── img181.jpg │ ├── img182.jpg │ ├── img183.jpg │ ├── img184.jpg │ ├── img185.jpg │ ├── img186.jpg │ ├── img187.jpg │ ├── img188.jpg │ ├── img189.jpg │ ├── img19.jpg │ ├── img190.jpg │ ├── img191.jpg │ ├── img192.jpg │ ├── img193.jpg │ ├── img194.jpg │ ├── img195.jpg │ ├── img196.jpg │ ├── img197.jpg │ ├── img198.jpg │ ├── img199.jpg │ ├── img2.jpg │ ├── img20.jpg │ ├── img200.jpg │ ├── img201.jpg │ ├── img202.jpg │ ├── img203.jpg │ ├── img204.jpg │ ├── img205.jpg │ ├── img206.jpg │ ├── img207.jpg │ ├── img208.jpg │ ├── img209.jpg │ ├── img21.jpg │ ├── img210.jpg │ ├── img211.jpg │ ├── img212.jpg │ ├── img213.jpg │ ├── img214.jpg │ ├── img215.jpg │ ├── img216.jpg │ ├── img217.jpg │ ├── img22.jpg │ ├── img23.jpg │ ├── img24.jpg │ ├── img25.jpg │ ├── img26.jpg │ ├── img27.jpg │ ├── img28.jpg │ ├── img29.jpg │ ├── img3.jpg │ ├── img30.jpg │ ├── img31.jpg │ ├── img32.jpg │ ├── img33.jpg │ ├── img34.jpg │ ├── img35.jpg │ ├── img36.jpg │ ├── img37.jpg │ ├── img38.jpg │ ├── img39.jpg │ ├── img4.jpg │ ├── img40.jpg │ ├── img41.jpg │ ├── img42.jpg │ ├── img43.jpg │ ├── img44.jpg │ ├── img45.jpg │ ├── img46.jpg │ ├── img47.jpg │ ├── img48.jpg │ ├── img49.jpg │ ├── img5.jpg │ ├── img50.jpg │ ├── img51.jpg │ ├── img52.jpg │ ├── img53.jpg │ ├── img54.jpg │ ├── img55.jpg │ ├── img56.jpg │ ├── img57.jpg │ ├── img58.jpg │ ├── img59.jpg │ ├── img6.jpg │ ├── img60.jpg │ ├── img61.jpg │ ├── img62.jpg │ ├── img63.jpg │ ├── img64.jpg │ ├── img65.jpg │ ├── img66.jpg │ ├── img67.jpg │ ├── img68.jpg │ ├── img69.jpg │ ├── img7.jpg │ ├── img70.jpg │ ├── img71.jpg │ ├── img72.jpg │ ├── img73.jpg │ ├── img74.jpg │ ├── img75.jpg │ ├── img76.jpg │ ├── img77.jpg │ ├── img78.jpg │ ├── img79.jpg │ ├── img8.jpg │ ├── img80.jpg │ ├── img81.jpg │ ├── img82.jpg │ ├── img83.jpg │ ├── img84.jpg │ ├── img85.jpg │ ├── img86.jpg │ ├── img87.jpg │ ├── img88.jpg │ ├── img89.jpg │ ├── img9.jpg │ ├── img90.jpg │ ├── img91.jpg │ ├── img92.jpg │ ├── img93.jpg │ ├── img94.jpg │ ├── img95.jpg │ ├── img96.jpg │ ├── img97.jpg │ ├── img98.jpg │ └── img99.jpg ├── data_to_csv.py ├── file_names.csv ├── model.h ├── train.cpp └── utils.h /CMakeLists.txt: -------------------------------------------------------------------------------- 1 | cmake_minimum_required(VERSION 3.10) 2 | 3 | find_package(Torch REQUIRED) 4 | find_package(OpenCV REQUIRED) 5 | 6 | include_directories(${CMAKE_CURRENT_SOURCE_DIR}) 7 | 8 | add_executable(train train.cpp) 9 | target_link_libraries(train ${TORCH_LIBRARIES} ${OpenCV_LIBRARIES}) 10 | set_property(TARGET train PROPERTY CXX_STANDARD 14) 11 | 12 | add_executable(classify classify.cpp) 13 | target_link_libraries(classify ${TORCH_LIBRARIES} ${OpenCV_LIBRARIES}) 14 | set_property(TARGET classify PROPERTY CXX_STANDARD 14) 15 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Libtorch Custom Dataset 2 | This is a short example on how to generate custom datasets for libtorch. The `CustomDataset` class in [custom_dataset.h](custom_dataset.h) implements a `torch::data::Dataset`. It loads the image locations from [file_names.csv](file_names.csv) into a `std::vector>`, so that the `CustomDataset` can load images at runtime with the [get](https://github.com/mhubii/libtorch_custom_dataset/blob/cd3d1028d074bf068924c82387d4520708b7ea8b/custom_dataset.h#L23) method using OpenCV. You may want to change this and load all images to the RAM, since this may significantly speed up training if you are not using SSDs. 3 | 4 |
5 |
6 |

7 |
Fig. 2: (Left) An apple in the dataset, (Right) a banana in the dataset.
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10 | 11 | # Build 12 | Make sure to get libtorch running. For a clean installation from Anaconda, checkout this short [tutorial](https://gist.github.com/mhubii/1c1049fb5043b8be262259efac4b89d5), or this [tutorial](https://pytorch.org/cppdocs/installing.html), to only download the binaries. 13 | 14 | Clone this repository 15 | ```shell 16 | git clone https://github.com/mhubii/libtorch_custom_dataset.git 17 | cd libtorch_custom_dataset 18 | ``` 19 | 20 | Build the executables 21 | ```shell 22 | mkdir build 23 | cd build 24 | cmake -DCMAKE_PREFIX_PATH=/path/to/libtorch .. 25 | make 26 | ``` 27 | Train the classifier 28 | ```shell 29 | cd build 30 | ./train 31 | ``` 32 | Classify an image 33 | ```shell 34 | cd build 35 | ./classify filename 36 | # for example 37 | ./classify ../data/apples/img0.jpg 38 | ``` 39 | 40 | # Notes 41 | The dataset is a modified version of a dataset that can be found on [Kaggle](https://www.kaggle.com/sriramr/apples-bananas-oranges). 42 | Especially the training loop is inspired by an implementation of Peter Goldsborough for the MNIST dataset in the PyTorch [example repository](https://github.com/pytorch/examples/tree/master/cpp/mnist). 43 | -------------------------------------------------------------------------------- /best_model.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mhubii/libtorch_custom_dataset/8cf641cfa8f925606288104ce6d5ab7261739ada/best_model.pt -------------------------------------------------------------------------------- /classify.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | #include 3 | 4 | #include "model.h" 5 | 6 | int main(int arc, char** argv) 7 | { 8 | std::string loc = argv[1]; 9 | 10 | // Load image with OpenCV. 11 | cv::Mat img = cv::imread(loc); 12 | 13 | // Convert the image and label to a tensor. 14 | torch::Tensor img_tensor = torch::from_blob(img.data, {1, img.rows, img.cols, 3}, torch::kByte); 15 | img_tensor = img_tensor.permute({0, 3, 1, 2}); // convert to CxHxW 16 | img_tensor = img_tensor.to(torch::kF32); 17 | 18 | // Load the model. 19 | ConvNet model(3/*channel*/, 64/*height*/, 64/*width*/); 20 | torch::load(model, "../best_model.pt"); 21 | 22 | // Predict the probabilities for the classes. 23 | torch::Tensor log_prob = model(img_tensor); 24 | torch::Tensor prob = torch::exp(log_prob); 25 | 26 | printf("Probability of being\n\ 27 | an apple = %.2f percent\n\ 28 | a banana = %.2f percent\n", prob[0][0].item()*100., prob[0][1].item()*100.); 29 | 30 | return 0; 31 | } 32 | -------------------------------------------------------------------------------- /custom_dataset.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #include 4 | #include 5 | #include 6 | #include 7 | 8 | #include "utils.h" 9 | 10 | class CustomDataset : public torch::data::Dataset 11 | { 12 | private: 13 | std::vector> csv_; 14 | 15 | public: 16 | explicit CustomDataset(std::string& file_names_csv) 17 | // Load csv file with file locations and labels. 18 | : csv_(ReadCsv(file_names_csv)) { 19 | 20 | }; 21 | 22 | // Override the get method to load custom data. 23 | torch::data::Example<> get(size_t index) override { 24 | 25 | std::string file_location = std::get<0>(csv_[index]); 26 | int64_t label = std::get<1>(csv_[index]); 27 | 28 | // Load image with OpenCV. 29 | cv::Mat img = cv::imread(file_location); 30 | 31 | // Convert the image and label to a tensor. 32 | // Here we need to clone the data, as from_blob does not change the ownership of the underlying memory, 33 | // which, therefore, still belongs to OpenCV. If we did not clone the data at this point, the memory 34 | // would be deallocated after leaving the scope of this get method, which results in undefined behavior. 35 | torch::Tensor img_tensor = torch::from_blob(img.data, {img.rows, img.cols, 3}, torch::kByte).clone(); 36 | img_tensor = img_tensor.permute({2, 0, 1}); // convert to CxHxW 37 | 38 | torch::Tensor label_tensor = torch::full({1}, label); 39 | 40 | return {img_tensor, label_tensor}; 41 | }; 42 | 43 | // Override the size method to infer the size of the data set. 44 | torch::optional size() const override { 45 | 46 | return csv_.size(); 47 | }; 48 | }; 49 | -------------------------------------------------------------------------------- /data/apples/img0.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mhubii/libtorch_custom_dataset/8cf641cfa8f925606288104ce6d5ab7261739ada/data/apples/img0.jpg 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data frame to save locations and labels 9 | df = pd.DataFrame(columns=['file_name', 'label']) 10 | 11 | for apple in apples: 12 | loc = 'data/apples/{}'.format(apple.name) 13 | df = df.append({'file_name': loc, 'label': 0}, ignore_index=True) 14 | 15 | for banana in bananas: 16 | loc = 'data/bananas/{}'.format(banana.name) 17 | df = df.append({'file_name': loc, 'label': 1}, ignore_index=True) 18 | 19 | # save as csv file 20 | df.to_csv('file_names.csv', header=None, index=False) 21 | -------------------------------------------------------------------------------- /file_names.csv: -------------------------------------------------------------------------------- 1 | data/apples/img61.jpg,0 2 | data/apples/img18.jpg,0 3 | data/apples/img27.jpg,0 4 | data/apples/img72.jpg,0 5 | data/apples/img207.jpg,0 6 | data/apples/img103.jpg,0 7 | data/apples/img100.jpg,0 8 | data/apples/img108.jpg,0 9 | data/apples/img106.jpg,0 10 | data/apples/img216.jpg,0 11 | data/apples/img69.jpg,0 12 | 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430 | data/bananas/img217.jpg,1 431 | data/bananas/img59.jpg,1 432 | data/bananas/img209.jpg,1 433 | data/bananas/img136.jpg,1 434 | data/bananas/img115.jpg,1 435 | data/bananas/img28.jpg,1 436 | data/bananas/img180.jpg,1 437 | data/bananas/img73.jpg,1 438 | data/bananas/img178.jpg,1 439 | data/bananas/img6.jpg,1 440 | data/bananas/img141.jpg,1 441 | data/bananas/img74.jpg,1 442 | data/bananas/img121.jpg,1 443 | data/bananas/img145.jpg,1 444 | data/bananas/img3.jpg,1 445 | data/bananas/img34.jpg,1 446 | data/bananas/img50.jpg,1 447 | data/bananas/img132.jpg,1 448 | data/bananas/img158.jpg,1 449 | data/bananas/img23.jpg,1 450 | data/bananas/img155.jpg,1 451 | -------------------------------------------------------------------------------- /model.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #include 4 | 5 | struct ConvNetImpl : public torch::nn::Module 6 | { 7 | ConvNetImpl(int64_t channels, int64_t height, int64_t width) 8 | : conv1(torch::nn::Conv2dOptions(3 /*input channels*/, 8 /*output channels*/, 5 /*kernel size*/).stride(2)), 9 | conv2(torch::nn::Conv2dOptions(8, 16, 3).stride(2)), 10 | 11 | n(GetConvOutput(channels, height, width)), 12 | lin1(n, 32), 13 | lin2(32, 2 /*number of output classes (apples and bananas)*/) { 14 | 15 | register_module("conv1", conv1); 16 | register_module("conv2", conv2); 17 | register_module("lin1", lin1); 18 | register_module("lin2", lin2); 19 | }; 20 | 21 | // Implement the forward method. 22 | torch::Tensor forward(torch::Tensor x) { 23 | 24 | x = torch::relu(torch::max_pool2d(conv1(x), 2)); 25 | x = torch::relu(torch::max_pool2d(conv2(x), 2)); 26 | 27 | // Flatten. 28 | x = x.view({-1, n}); 29 | 30 | x = torch::relu(lin1(x)); 31 | x = torch::log_softmax(lin2(x), 1/*dim*/); 32 | 33 | return x; 34 | }; 35 | 36 | // Get number of elements of output. 37 | int64_t GetConvOutput(int64_t channels, int64_t height, int64_t width) { 38 | 39 | torch::Tensor x = torch::zeros({1, channels, height, width}); 40 | x = torch::max_pool2d(conv1(x), 2); 41 | x = torch::max_pool2d(conv2(x), 2); 42 | 43 | return x.numel(); 44 | } 45 | 46 | torch::nn::Conv2d conv1, conv2; 47 | int64_t n; 48 | torch::nn::Linear lin1, lin2; 49 | }; 50 | 51 | TORCH_MODULE(ConvNet); -------------------------------------------------------------------------------- /train.cpp: -------------------------------------------------------------------------------- 1 | #include 2 | 3 | #include "custom_dataset.h" 4 | #include "model.h" 5 | 6 | int main() 7 | { 8 | // Load the model. 9 | ConvNet model(3/*channel*/, 64/*height*/, 64/*width*/); 10 | 11 | // Generate your data set. At this point you can add transforms to you data set, e.g. stack your 12 | // batches into a single tensor. 13 | std::string file_names_csv = "../file_names.csv"; 14 | auto data_set = CustomDataset(file_names_csv).map(torch::data::transforms::Stack<>()); 15 | 16 | // Generate a data loader. 17 | int64_t batch_size = 32; 18 | auto data_loader = torch::data::make_data_loader( 19 | data_set, 20 | batch_size); 21 | 22 | // Chose and optimizer. 23 | torch::optim::Adam optimizer(model->parameters(), torch::optim::AdamOptions(1e-3)); 24 | 25 | // Train the network. 26 | int64_t n_epochs = 10; 27 | int64_t log_interval = 10; 28 | int dataset_size = data_set.size().value(); 29 | 30 | // Record best loss. 31 | float best_mse = std::numeric_limits::max(); 32 | 33 | for (int epoch = 1; epoch <= n_epochs; epoch++) { 34 | 35 | // Track loss. 36 | size_t batch_idx = 0; 37 | float mse = 0.; // mean squared error 38 | int count = 0; 39 | 40 | for (auto& batch : *data_loader) { 41 | auto imgs = batch.data; 42 | auto labels = batch.target.squeeze(); 43 | 44 | imgs = imgs.to(torch::kF32); 45 | labels = labels.to(torch::kInt64); 46 | 47 | optimizer.zero_grad(); 48 | auto output = model(imgs); 49 | auto loss = torch::nll_loss(output, labels); 50 | 51 | loss.backward(); 52 | optimizer.step(); 53 | 54 | mse += loss.template item(); 55 | 56 | batch_idx++; 57 | if (batch_idx % log_interval == 0) 58 | { 59 | std::printf( 60 | "\rTrain Epoch: %d/%ld [%5ld/%5d] Loss: %.4f", 61 | epoch, 62 | n_epochs, 63 | batch_idx * batch.data.size(0), 64 | dataset_size, 65 | loss.template item()); 66 | } 67 | 68 | count++; 69 | } 70 | 71 | mse /= (float)count; 72 | printf(" Mean squared error: %f\n", mse); 73 | 74 | if (mse < best_mse) 75 | { 76 | torch::save(model, "../best_model.pt"); 77 | best_mse = mse; 78 | } 79 | } 80 | 81 | return 0; 82 | } -------------------------------------------------------------------------------- /utils.h: -------------------------------------------------------------------------------- 1 | #pragma once 2 | 3 | #include 4 | #include 5 | #include 6 | #include 7 | 8 | // Read in the csv file and return file locations and labels as vector of tuples. 9 | auto ReadCsv(std::string& location) -> std::vector> { 10 | 11 | std::fstream in(location, std::ios::in); 12 | std::string line; 13 | std::string name; 14 | std::string label; 15 | std::vector> csv; 16 | 17 | while (getline(in, line)) 18 | { 19 | std::stringstream s(line); 20 | getline(s, name, ','); 21 | getline(s, label, ','); 22 | 23 | csv.push_back(std::make_tuple("../" + name, stoi(label))); 24 | } 25 | 26 | return csv; 27 | } --------------------------------------------------------------------------------