void
Network::run(int n)
{
if (!initialized_)
{
initialize();
}
if (phaseInfo_.empty())
return;
NTA_CHECK(maxEnabledPhase_ < phaseInfo_.size()) << "maxphase: " << maxEnabledPhase_ << " size: " << phaseInfo_.size();
for(int iter = 0; iter < n; iter++)
{
iteration_++;
// compute on all enabled regions in phase order
for (UInt32 phase = minEnabledPhase_; phase <= maxEnabledPhase_; phase++)
{
for (std::set<Region*>::iterator i = phaseInfo_[phase].begin();
i != phaseInfo_[phase].end(); i++)
{
Region *r = *i;
r->prepareInputs();
r->compute();
}
}
// invoke callbacks
for (UInt32 i = 0; i < callbacks_.getCount(); i++)
{
std::pair<std::string, callbackItem>& callback = callbacks_.getByIndex(i);
callback.second.first(this, iteration_, callback.second.second);
}
}
return;
}
int main(int argc, const char * argv[])
{
// Create network
Network net = Network();
// Add VectorFileSensor region to network
Region* region = net.addRegion("region", "VectorFileSensor", "{activeOutputCount: 1}");
// Set region dimensions
Dimensions dims;
dims.push_back(1);
std::cout << "Setting region dimensions" << dims.toString() << std::endl;
region->setDimensions(dims);
// Load data
std::string path = Path::makeAbsolute("../../src/examples/regions/Data.csv");
std::cout << "Loading data from " << path << std::endl;
std::vector<std::string> loadFileArgs;
loadFileArgs.push_back("loadFile");
loadFileArgs.push_back(path);
loadFileArgs.push_back("2");
region->executeCommand(loadFileArgs);
// Initialize network
std::cout << "Initializing network" << std::endl;
net.initialize();
ArrayRef outputArray = region->getOutputData("dataOut");
// Compute
std::cout << "Compute" << std::endl;
region->compute();
// Get output
Real64 *buffer = (Real64*) outputArray.getBuffer();
for (size_t i = 0; i < outputArray.getCount(); i++)
{
std::cout << " " << i << " " << buffer[i] << "" << std::endl;
}
// Serialize
Network net2;
{
std::stringstream ss;
net.write(ss);
net2.read(ss);
}
net2.initialize();
Region* region2 = net2.getRegions().getByName("region");
region2->executeCommand(loadFileArgs);
ArrayRef outputArray2 = region2->getOutputData("dataOut");
Real64 *buffer2 = (Real64*)outputArray2.getBuffer();
net.run(1);
net2.run(1);
NTA_ASSERT(outputArray2.getCount() == outputArray.getCount());
for (size_t i = 0; i < outputArray.getCount(); i++)
{
std::cout << " " << i << " " << buffer[i] << " " << buffer2[i]
<< std::endl;
}
return 0;
}
