Does the model really run in hailo device?

Sunghun_Wang · January 7, 2026, 8:32pm

I made Resnet18 model with pytorch framework, and I compiled it to hef file.

When I tried to run hailortcli monitor, the terminal shows only two layers which are resnet18/input_layer1, resnet18/fc1.

Device ID                                                   Utilization (%)          Architecture                                                
----------------------------------------------------------------------------------------------------------------------------------------------------------------
0001:01:00.0                                                34.2                     HAILO8                                                                               
                                                                                
                                                                                
Model                                                       Utilization (%)          FPS            PID            
----------------------------------------------------------------------------------------------------------------------------------------------------------------
resnet_v1_18                                                34.2                     285.7          15052                                                                 
                                                                                
                                                                                
Model                                                       Stream                                                      Direction                Frames Queue
                                                                                                                                       Avg     Max     Min     Capacity
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
resnet_v1_18                                                resnet_v1_18/input_layer1                                   H2D            0.50    1       0       8       
resnet_v1_18                                                resnet_v1_18/fc1                                            D2H            0.50    2       0       8

KlausK · January 7, 2026, 8:33pm

Yes, the model runs on the Hailo device.

These are the input and output layers. You cannot see the layers inside the model.