1598 - qualcommrb3gen2 tflite

1598 - qualcommrb3gen2 tflite

Summary: Pipeline succeeded and valid report was generated.

Model Details

  • model name : keypoint_classifier.tflite
  • model url : Download here

Logs Details

user.log
INFO: Created TensorFlow Lite delegate for GPU. 
W/Adreno-GSL (62691,62691): <os_lib_map:1488>:   os_lib_map error: libadreno_app_profiles.so: cannot open shared object file: No such file or directory, on 'libadreno_app_profiles.so' 
W/Adreno-CB (62691,62691): <cl_app_profiles_initialize:104>: Failed to load the app profiles library libadreno_app_profiles.so! 
INFO: Initialized OpenCL-based API. 
INFO: Created 1 GPU delegate kernels. 
error.log

Report Details

report.json
{
  "GFLOPs": null,
  "accuracy": null,
  "ambiant_temperature": null,
  "benchmark_type": "TYPE1",
  "date": "2025-03-10T07:14:06.767091+00:00",
  "energy_efficiency": null,
  "flash_size": 116249661440,
  "flash_usage": 5.766898515622894e-06,
  "inference_engine": "tflite",
  "inference_latency": {
    "latency_per_layers": [
      {
        "layer_name": " Delegate/fully_connected 0 -> relu 1:0",
        "max": 4.5375,
        "mean": 4.5375,
        "min": 4.5375,
        "std": 0
      },
      {
        "layer_name": " Delegate/fully_connected 2 -> relu 3:1",
        "max": 3.6740399999999998,
        "mean": 3.6740399999999998,
        "min": 3.6740399999999998,
        "std": 0
      },
      {
        "layer_name": " Delegate/fully_connected 4:2",
        "max": 2.93173,
        "mean": 2.93173,
        "min": 2.93173,
        "std": 0
      },
      {
        "layer_name": " Delegate/softmax 5:3",
        "max": 3.48942,
        "mean": 3.48942,
        "min": 3.48942,
        "std": 0
      }
    ],
    "max": 18,
    "mean": 14.6327,
    "min": 12,
    "std": 1,
    "troughput": null
  },
  "load_accelerator": null,
  "load_cpu": 29.136363636363637,
  "model_file_name": "keypoint_classifier.tflite",
  "model_size": 6704,
  "nb_inference": 1040,
  "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": 0.9179889178143953,
  "ram_size": 5632737280,
  "target": "qualcommrb3gen2",
  "target_id": null,
  "temperature": null,
  "version": 0,
  "version_tag": "v1.0.0"
}