Mila
Deep Neural Network Library
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Model.ixx File Reference
module Dnn.Model
#include <cuda_runtime.h>
#include "miniz.h"
#include <vector>
#include <memory>
#include <unordered_map>
#include <string>
#include <iostream>
#include <stdexcept>
#include <type_traits>
#include <functional>
#include <chrono>
import Dnn.ModelCallback;
import Compute.CudaDevice;
import Compute.ComputeDevice;
import Compute.DeviceContext;
import Compute.CudaMemoryResource;
import Compute.CpuDevice;
import Compute.DeviceType;
import Dnn.TensorTraits;
import Data.DataLoader;
import Compute.CpuMemoryResource;
import Dnn.Tensor;
import Dnn.Module;

Classes

class  Mila::Dnn::Model< TDeviceType, TInput, TOutput >
 A class representing a neural network model. More...
 
struct  Mila::Dnn::TrainingConfig
 Configuration for training a model. More...
 

Namespaces

namespace  Mila
 
namespace  Mila::Dnn
 

Typedefs

template<typename TInput = float, typename TOutput = TInput>
using Mila::Dnn::CpuModel = Model< DeviceType::Cpu, TInput, TOutput >
 Type alias for CPU-based models with customizable tensor types.
 
template<typename TInput = float, typename TOutput = TInput>
using Mila::Dnn::CudaModel = Model< DeviceType::Cuda, TInput, TOutput >
 Type alias for CUDA-based models with customizable tensor types.