File size: 1,005 Bytes
26d5b81 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 | #include <iostream>
#include "../include/neuroflow/model.hpp"
using namespace neuroflow;
int main() {
std::cout << "Simple model test..." << std::endl;
NeuroFlowModel::Config cfg;
cfg.input_dim = 64;
cfg.hidden_dim = 32;
cfg.output_dim = 5;
cfg.memory_slots = 8;
cfg.memory_dim = 16;
cfg.num_layers = 1;
cfg.num_associations = 2;
cfg.use_mla = false; // 不使用 MLA
std::cout << "Creating model..." << std::endl;
NeuroFlowModel model(cfg);
std::cout << "Creating input tensor..." << std::endl;
Tensor input({1, cfg.input_dim});
float* data = input.as_fp32();
for (size_t i = 0; i < input.numel(); ++i) {
data[i] = 0.1f * i;
}
std::cout << "Running forward..." << std::endl;
auto output = model.forward(input);
std::cout << "Output shape: [" << output.output.shape_[0] << ", " << output.output.shape_[1] << "]" << std::endl;
std::cout << "Success!" << std::endl;
return 0;
}
|