int main(int argc, const char * argv[]) {
// remember the time in order to calculate processing time at the end
time_t startTime = time(NULL);
// clear screen of terminal window
clearScreen();
printf(" MNIST-3LNN: a simple 3-layer neural network processing the MNIST handwritten digit images\n\n");
// Create neural network using a manually allocated memory space
Network *nn = createNetwork(MNIST_IMG_HEIGHT*MNIST_IMG_WIDTH, 20, 10);
// displayNetworkWeightsForDebugging(nn);
// exit(1);
// Training the network by adjusting the weights based on error using the TRAINING dataset
trainNetwork(nn);
// Testing the during training derived network using the TESTING dataset
testNetwork(nn);
// Free the manually allocated memory for this network
free(nn);
locateCursor(36, 5);
// Calculate and print the program's total execution time
time_t endTime = time(NULL);
double executionTime = difftime(endTime, startTime);
printf("\n DONE! Total execution time: %.1f sec\n\n",executionTime);
return 0;
}
/**
* Removes the connections from the given viewport.
*
*
* @param cvp
*/
void TrackTool::removeConnections(MdiCubeViewport *cvp) {
disconnect(cubeViewport(), SIGNAL(viewportUpdated()),
this, SLOT(locateCursor()));
}
