int main(int argx, char **argv)
{
char *nid;
switch (argv[1][1]) {
case 't':
nid = argv[2];
train_network(nid);
break;
case 'v':
nid = argv[2];
validate_network(nid);
break;
}
}
void Workspace::execute(Parser &parser)
{
if(parser.command.compare("demo") == 0)
{
ConsolePrinter::instance().feedback_rewrite(
"Starting Demo... ");
// run_tests();
return;
}
// classic network
else if(parser.command.compare("cn") == 0)
{
NNInfo_uptr ret = classic_network(parser, networks);
if(ret->result == NNOK)
{
ConsolePrinter::instance().network_write_nets(networks);
}
else
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
return;
}
else if(parser.command.compare("use") == 0)
{
NNInfo_uptr ret = use_network(parser, networks, current_network);
if(ret->result == NNOK)
{
ConsolePrinter::instance().network_write_active(current_network);
}
else
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
return;
}
else if(parser.command.compare("set_io") == 0)
{
NNInfo_uptr ret = set_io(parser, networks, current_network);
if(ret->result == NNOK)
{
ConsolePrinter::instance().feedback_rewrite("Input and Output loaded");
}
else
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
return;
}
else if(parser.command.compare("train") == 0)
{
NNInfo_uptr ret = train_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
return;
}
else if(parser.command.compare("eval") == 0)
{
NNInfo_uptr ret = eval_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
else
{
std::unique_ptr<double[]> out = current_network->get_output();
size_t out_len = current_network->output_layer_size_;
// TODO:
// Do not output from here.
for(size_t ii = 0; ii < out_len; ii++)
{
std::string outstr = "Output ";
double val = out[ii]*current_network->output_scale;
outstr.append(std::to_string(ii))
.append(": Value: ")
.append(std::to_string(val));
ConsolePrinter::instance().feedback_write(outstr);
}
}
return;
}
else if(parser.command.compare("exit") == 0)
{
abort();
}
else if(parser.command.compare("scale") == 0)
{
NNInfo_uptr ret = scale_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
else
{
ConsolePrinter::instance().feedback_rewrite("Scales set");
}
return;
}
else if(parser.command.compare("plotSquare") == 0)
{
// NNInfo_uptr ret = plot_square(parser, current_network);
// if(ret->result != NNOK)
// {
// ConsolePrinter::instance().feedback_rewrite(ret->message);
// }
// else
// {
// ConsolePrinter::instance().feedback_rewrite("Plot complete");
// }
return;
}
else if(parser.command.compare("reset") == 0)
{
NNInfo_uptr ret = reset_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
else
{
ConsolePrinter::instance().feedback_rewrite("Weights are reset");
}
return;
}
else if(parser.command.compare("retrain") == 0)
{
NNInfo_uptr ret = retrain_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
return;
}
else if(parser.command.compare("validate") == 0)
{
NNInfo_uptr ret = validate_network(parser, current_network);
if(ret->result != NNOK)
{
ConsolePrinter::instance().feedback_rewrite(ret->message);
}
else
{
ConsolePrinter::instance().feedback_rewrite("Output file written");
}
return;
}
else
{
std::string result = "Unrecognized command: ";
result.append(parser.command).append(". Try demo");
ConsolePrinter::instance().feedback_rewrite(result);
}
}