Collective Knowledge Aggregator proof-of-concept
Crowdsourced experiments CK project Partners Open AI powered by CK Reusable AI artifacts Get CK
c584d1c80db059b8

Date: 2017-02-04 00:05:54.802129
License:
Module: experiment.bench.dnn.mobile
Repo: upload
CID (DOI-like distributed ID): 4dcf435bb0d92fa6:c584d1c80db059b8

Files:

Cross-linking (dependencies):

Meta:
{
  "all_raw_results": [
    {
      "behavior_uid": "f5137ec19eff468e", 
      "cpu_freqs_after": [
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }
      ], 
      "cpu_freqs_before": [
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }, 
        {
          "0": 1593.6, 
          "1": 1593.6, 
          "2": 2150.4, 
          "3": 2150.4
        }
      ], 
      "image_height": 1920, 
      "image_width": 1080, 
      "mispredictions": [
        {
          "correct_answer": "hand", 
          "mispredicted_image": "misprediction-image-990c174c497049e3.jpg", 
          "misprediction_results": "---------- Prediction for /sdcard/openscience//tmp//1486166714900.jpg ----------\n0.1673 - \"n02786058 Band Aid\"\n0.1604 - \"n03255030 dumbbell\"\n0.0452 - \"n03954731 plane, carpenter's plane, woodworking plane\"\n0.0412 - \"n04133789 sandal\"\n0.0369 - \"n03770439 miniskirt, mini\"\n"
        }
      ], 
      "prediction": "---------- Prediction for /sdcard/openscience//tmp//1486166714900.jpg ----------\n0.1673 - \"n02786058 Band Aid\"\n0.1604 - \"n03255030 dumbbell\"\n0.0452 - \"n03954731 plane, carpenter's plane, woodworking plane\"\n0.0412 - \"n04133789 sandal\"\n0.0369 - \"n03770439 miniskirt, mini\"\n", 
      "time": [
        731, 
        461, 
        484, 
        911, 
        551, 
        553, 
        952, 
        946, 
        596, 
        927, 
        877, 
        1002, 
        1017, 
        1019, 
        910
      ], 
      "user": "", 
      "xopenme": {
        "execution_time": [
          0.047022, 
          0.04443, 
          0.04642, 
          0.048858, 
          0.046746, 
          0.044813, 
          0.043931, 
          0.051806, 
          0.044689, 
          0.045599, 
          0.04546, 
          0.04902, 
          0.045741, 
          0.046595, 
          0.044767
        ], 
        "execution_time_kernel_0": [
          0.047022, 
          0.04443, 
          0.04642, 
          0.048858, 
          0.046746, 
          0.044813, 
          0.043931, 
          0.051806, 
          0.044689, 
          0.045599, 
          0.04546, 
          0.04902, 
          0.045741, 
          0.046595, 
          0.044767
        ], 
        "execution_time_kernel_1": [
          0.03732, 
          0.037415, 
          0.03683, 
          0.037841, 
          0.040136, 
          0.042552, 
          0.037787, 
          0.037524, 
          0.037927, 
          0.03997, 
          0.037616, 
          0.039476, 
          0.037014, 
          0.036245, 
          0.036325
        ], 
        "execution_time_kernel_2": [
          0.553835, 
          0.292526, 
          0.307017, 
          0.732772, 
          0.348323, 
          0.370324, 
          0.773511, 
          0.756472, 
          0.397719, 
          0.750497, 
          0.70329, 
          0.811683, 
          0.827403, 
          0.801414, 
          0.714785
        ]
      }
    }
  ], 
  "meta": {
    "cpu_abi": "arm64-v8a", 
    "cpu_name": "Qualcomm Technologies, Inc MSM8996", 
    "cpu_uid": "1469b9e209e7bc37", 
    "crowd_uid": "97fd474c94b90ed3", 
    "engine": "Caffe CPU", 
    "gpgpu_name": "", 
    "gpgpu_uid": "", 
    "gpu_name": "Qualcomm Adreno (TM) 530", 
    "gpu_uid": "47a7bfca16923990", 
    "model": "DeepScale SqueezeNet 1.1", 
    "os_name": "Android 6.0.1", 
    "os_uid": "3285b3153a9a4ea4", 
    "plat_name": "SAMSUNG SM-G930V", 
    "platform_uid": "e5c7964dbcbde86e"
  }
}

API desc:
{}

If you notice copyrighted, inappropriate or illegal content that should not be here, please report us as soon as possible and we will try to remove it within 48hours!

Developed by dividiti,
cTuning foundation,
and the community
          
Implemented as a CK workflow
                     
   
   
                      Hosted at