public async Task <int> Create(PGGAN entity)
{
entity.NetworkModel = await File.ReadAllBytesAsync("cwgan_generator.h5");
await _repository.Create(entity);
return(entity.Id);
}
public async Task InitGenerator(int pGGANId)
{
var client = new RestClient("http://127.0.0.1:5000/");
var request = new RestRequest("init_generator", Method.POST, DataFormat.Json);
PGGAN pGGAN = await _repository.Get <PGGAN>(pGGANId);
InitGeneratorRequest body = new InitGeneratorRequest
{
GeneratorModel = Convert.ToBase64String(pGGAN.NetworkModel)
};
request.AddJsonBody(body);
var response = await Task.Run(() => client.Execute(request));
}
public async Task <int> Post([FromBody] PGGANPostModel network)
{
PGGAN pGGAN = new PGGAN
{
CreatedDate = DateTime.Now,
CriticSteps = 5,
Channels = 1,
Cashed = false,
ConvolutionalActivations = ConvolutionalActivation.LeakyReLU,
GeneratorOutputActivation = GeneratorOutputActivation.Tanh,
HiddenShape = 256,
ImageScaleX = 64,
ImageScaleY = 64,
ImageScaleZ = 64,
//NetworkModel = File.ReadAllBytes("cwgan_generator.h5"),
Optimizer = Optimizer.Adam,
ReLUAlpha = 0.1f,
Type = NetworkType.CWGAN,
WeightInitializer = "he_normal"
};
return(await _pGGANService.Create(pGGAN));
}
public void Put(int id, [FromBody] PGGANPostModel network)
{
PGGAN pGGAN = _mapper.Map <PGGAN>(network);
_pGGANService.Update(pGGAN);
}
public async Task Update(PGGAN entity)
{
await _repository.Update(entity);
}
public Task Delete(PGGAN entity)
{
throw new NotImplementedException();
}
