public void Run(int inputId, int targetId, List <GridConfiguration> configurations, MonoBehaviour owner)
{
Debug.Log("Grid.Run");
string ipfsHash = "";
var inputTensor = controller.floatTensorFactory.Get(inputId);
var targetTensor = controller.floatTensorFactory.Get(targetId);
// write the input and target tensors to Ipfs
var inputJob = new Ipfs();
var targetJob = new Ipfs();
var inputIpfsResponse = inputJob.Write(inputTensor.GetConfig());
var targetIpfsResponse = targetJob.Write(targetTensor.GetConfig());
Debug.Log("Input Hash: " + inputIpfsResponse.Hash);
Debug.Log("Target Hash: " + targetIpfsResponse.Hash);
var jobs = new string[configurations.Count];
for (var i = 0; i < configurations.Count; ++i)
{
var config = configurations[i];
var model = controller.getModel(config.model) as Sequential;
var serializedModel = model.GetConfig();
var configJob = new Ipfs();
var ipfsJobConfig = new IpfsJobConfig(config.lr);
var response = configJob.Write(new IpfsJob(serializedModel, ipfsJobConfig));
jobs[i] = response.Hash;
}
var experiment = new IpfsExperiment(inputIpfsResponse.Hash, targetIpfsResponse.Hash, jobs);
var experimentWriteJob = new Ipfs();
var experimentResult = experimentWriteJob.Write(experiment);
var request = new Request();
owner.StartCoroutine(request.AddModel(owner, experimentResult.Hash));
PollNext(owner, request);
}
public string Run(int inputId, int targetId, List <GridConfiguration> configurations, MonoBehaviour owner)
{
Debug.Log("Grid.Run");
var inputTensor = controller.floatTensorFactory.Get(inputId);
var targetTensor = controller.floatTensorFactory.Get(targetId);
// write the input and target tensors to Ipfs
var inputJob = new Ipfs();
var targetJob = new Ipfs();
var inputIpfsResponse = inputJob.Write(inputTensor.GetConfig());
var targetIpfsResponse = targetJob.Write(targetTensor.GetConfig());
Debug.Log("Input Hash: " + inputIpfsResponse.Hash);
Debug.Log("Target Hash: " + targetIpfsResponse.Hash);
var jobs = new string[configurations.Count];
for (var i = 0; i < configurations.Count; ++i)
{
var config = configurations[i];
var model = controller.GetModel(config.model) as Sequential;
var serializedModel = model.GetConfig();
var configJob = new Ipfs();
var ipfsJobConfig = new IpfsJobConfig(config.lr, config.criterion, config.iters);
var response = configJob.Write(new IpfsJob(inputIpfsResponse.Hash, targetIpfsResponse.Hash, serializedModel, ipfsJobConfig));
jobs[i] = response.Hash;
}
var experiment = new IpfsExperiment(jobs);
var experimentWriteJob = new Ipfs();
var experimentResult = experimentWriteJob.Write(experiment);
BlockChain chain = Camera.main.GetComponent <BlockChain>();
owner.StartCoroutine(chain.AddExperiment(experimentResult.Hash, jobs));
experiments.Add(experimentResult.Hash);
return(experimentResult.Hash);
}
