214468 - stm32l4r9 tflite
Summary: Test completed with status: SUCCESS. Mean inference time: 310671 ms.
Model Details
- model name : MobileNetV1_int8.tflite
Logs Details
user.log
error.log
Report Details
report.json
{
"version": 0,
"target_id": "stm32l4r9-0002-0000",
"version_tag": "",
"date": "2026-07-21T22:24:36.",
"target": "stm32l4r9",
"inference_engine": "tflite",
"model_file_name": "MobileNetV1_int8.tflite",
"benchmark_type": "TYPE1",
"nb_inference": 20,
"ram_size": 655360,
"ram_peak_usage": 21.744384765625,
"flash_size": 2097152,
"flash_usage": 34.22260284423828,
"load_cpu": 100,
"load_accelerator": null,
"temperature": null,
"ambiant_temperature": null,
"power_consumption": 0.2649075,
"energy_efficiency": null,
"model_size": 333288,
"nb_parameters_model": null,
"GFLOPs": null,
"inference_latency": {
"mean": 310671.05,
"std": 14.592720788118985,
"min": 310632.0,
"max": 310697.0,
"troughput": null,
"latency_per_layers": [
{
"layer_name": "CONV_2D",
"mean": 212481.6,
"std": 9.350935782048767,
"min": 212466.0,
"max": 212497.0
},
{
"layer_name": "DEPTHWISE_CONV_2D",
"mean": 97893.9,
"std": 12.473572062564918,
"min": 97852.0,
"max": 97908.0
},
{
"layer_name": "AVERAGE_POOL_2D",
"mean": 224.25,
"std": 0.4330127018922193,
"min": 224.0,
"max": 225.0
},
{
"layer_name": "RESHAPE",
"mean": 15.0,
"std": 0.0,
"min": 15.0,
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},
{
"layer_name": "FULLY_CONNECTED",
"mean": 28.0,
"std": 0.0,
"min": 28.0,
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},
{
"layer_name": "SOFTMAX",
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]
},
"preprocess_time": {
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"std": 0.39999999999999997,
"min": 5717.0,
"max": 5718.0
},
"postprocess_time": {
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},
"accuracy": null
}