124166 - rpi5 tflite
Summary: Pipeline succeeded and valid report was generated.
Model Details
- model name : st_yolo_lc_v1_256_int8.tflite
- model url : Download here
Logs Details
user.log
[33mWarning: Permanently added '192.168.99.10' (ED25519) to the list of known hosts.
[0m
[33mINFO: Created TensorFlow Lite XNNPACK delegate for CPU. [0merror.log
Report Details
report.json
{
"GFLOPs": null,
"accuracy": null,
"ambiant_temperature": null,
"benchmark_type": "TYPE1",
"date": "2026-04-14T23:09:39.",
"energy_efficiency": null,
"flash_size": 62225408000,
"flash_usage": 0.0005455134982803166,
"inference_engine": "tflite",
"inference_latency": {
"latency_per_layers": [
{
"layer_name": " [tfl.quantize]:0",
"max": 194.208,
"mean": 194.208,
"min": 194.208,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:0",
"max": 353.151,
"mean": 353.151,
"min": 353.151,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:1",
"max": 150.794,
"mean": 150.794,
"min": 150.794,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:2",
"max": 120.974,
"mean": 120.974,
"min": 120.974,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) IGEMM:3",
"max": 108.454,
"mean": 108.454,
"min": 108.454,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) DWConv:4",
"max": 25.0042,
"mean": 25.0042,
"min": 25.0042,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) GEMM:5",
"max": 60.848600000000005,
"mean": 60.848600000000005,
"min": 60.848600000000005,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) DWConv:6",
"max": 34.4444,
"mean": 34.4444,
"min": 34.4444,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) GEMM:7",
"max": 92.77499999999999,
"mean": 92.77499999999999,
"min": 92.77499999999999,
"std": 0.0
},
{
"layer_name": " Delegate/Max Pooling (NHWC S8):8",
"max": 9.306939999999999,
"mean": 9.306939999999999,
"min": 9.306939999999999,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) DWConv:9",
"max": 32.6194,
"mean": 32.6194,
"min": 32.6194,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) GEMM:10",
"max": 45.7819,
"mean": 45.7819,
"min": 45.7819,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) DWConv:11",
"max": 15.375,
"mean": 15.375,
"min": 15.375,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) GEMM:12",
"max": 54.1514,
"mean": 54.1514,
"min": 54.1514,
"std": 0.0
},
{
"layer_name": " Delegate/Convolution (NHWC QC8) GEMM:13",
"max": 12.2556,
"mean": 12.2556,
"min": 12.2556,
"std": 0.0
},
{
"layer_name": " Delegate/Convert (NC QS8 F32):14",
"max": 2.375,
"mean": 2.375,
"min": 2.375,
"std": 0.0
}
],
"max": 28987.0,
"mean": 1312.52,
"min": 837.0,
"std": 1449.0,
"troughput": null
},
"load_accelerator": null,
"load_cpu": 71.0,
"model_file_name": "st_yolo_lc_v1_256_int8.tflite",
"model_size": 339448,
"nb_inference": 720,
"nb_parameters_model": null,
"postprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"power_consumption": null,
"preprocess_time": {
"max": null,
"mean": null,
"min": null,
"std": null
},
"ram_peak_usage": 0.24720637483439103,
"ram_size": 4241702912,
"target": "rpi5",
"target_id": "rpi5-0002-0000",
"temperature": null,
"version": 0,
"version_tag": ""
}