Collective Knowledge Aggregator proof-of-concept
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7b3414a09b2b4f81

Added by: cTuning foundation
Date: 2016-12-20 06:27:43.938448
License: See CK LICENSE.txt for licensing details
Module: experiment.bench.dnn.mobile
Repo: upload
CID (DOI-like distributed ID): 4dcf435bb0d92fa6:7b3414a09b2b4f81

Files:

Cross-linking (dependencies):

Meta:
{
  "all_raw_results": [
    {
      "behavior_uid": "40f1e03823c4329a", 
      "cpu_freqs_after": [
        {
          "0": 1950, 
          "1": 1950, 
          "2": 1950, 
          "3": 1950, 
          "4": 1950, 
          "5": 1950, 
          "6": 1950
        }, 
        {
          "0": 1950, 
          "1": 1950, 
          "2": 1950, 
          "3": 1950, 
          "4": 1950, 
          "5": 1950, 
          "6": 1950, 
          "7": 1950
        }
      ], 
      "cpu_freqs_before": [
        {
          "0": 1950, 
          "1": 1950, 
          "2": 1950, 
          "3": 1950, 
          "4": 1950, 
          "5": 1950, 
          "6": 1950
        }, 
        {
          "0": 1950, 
          "1": 1950, 
          "2": 1950, 
          "3": 1950, 
          "4": 1950, 
          "5": 1950, 
          "6": 1950, 
          "7": 1950
        }
      ], 
      "image_height": 2560, 
      "image_width": 1920, 
      "mispredictions": [
        {
          "correct_answer": "0.0273 - \"n04118538 rugby ball\"", 
          "mispredicted_image": "misprediction-image-8db1c064e2185f41.jpg", 
          "misprediction_results": "---------- Prediction for /sdcard/openscience//tmp//1482215229272.jpg ----------\n0.7448 - \"n04409515 tennis ball\"\n0.1002 - \"n02877765 bottlecap\"\n0.0405 - \"n07716906 spaghetti squash\"\n0.0273 - \"n04118538 rugby ball\"\n0.0138 - \"n07749582 lemon\"\n"
        }, 
        {
          "correct_answer": "0.0956 - \"n03773504 missile\"", 
          "mispredicted_image": "misprediction-image-ddb8104b31e3dd83.jpg", 
          "misprediction_results": "---------- Prediction for /sdcard/openscience//tmp//1482215286483.jpg ----------\n0.6889 - \"n04376876 syringe\"\n0.0956 - \"n03773504 missile\"\n0.0481 - \"n04008634 projectile, missile\"\n0.0264 - \"n02687172 aircraft carrier, carrier, flattop, attack aircraft carrier\"\n0.0186 - \"n03388183 fountain pen\"\n"
        }
      ], 
      "prediction": "---------- Prediction for /sdcard/openscience//tmp//1482215229272.jpg ----------\n0.7448 - \"n04409515 tennis ball\"\n0.1002 - \"n02877765 bottlecap\"\n0.0405 - \"n07716906 spaghetti squash\"\n0.0273 - \"n04118538 rugby ball\"\n0.0138 - \"n07749582 lemon\"\n", 
      "time": [
        1806, 
        1809, 
        2138, 
        1923, 
        1412, 
        1776
      ], 
      "user": "", 
      "xopenme": {
        "execution_time": [
          0.131915, 
          0.131549, 
          0.119155, 
          0.11808, 
          0.12786, 
          0.105695
        ], 
        "execution_time_kernel_0": [
          0.131915, 
          0.131549, 
          0.119155, 
          0.11808, 
          0.12786, 
          0.105695
        ], 
        "execution_time_kernel_1": [
          0.28047, 
          0.265752, 
          0.24043, 
          0.28556, 
          0.323839, 
          0.23104
        ], 
        "execution_time_kernel_2": [
          1.266668, 
          1.292227, 
          1.665082, 
          1.36843, 
          0.847376, 
          1.327474
        ]
      }
    }
  ], 
  "meta": {
    "cpu_abi": "arm64-v8a", 
    "cpu_name": "MT6795M", 
    "cpu_uid": "1a04a25ae21182de", 
    "crowd_uid": "97fd474c94b90ed3", 
    "engine": "Caffe CPU", 
    "gpgpu_name": "", 
    "gpgpu_uid": "", 
    "gpu_name": "Imagination Technologies PowerVR Rogue G6200", 
    "gpu_uid": "47048f3d4c361d56", 
    "model": "DeepScale SqueezeNet 1.1", 
    "os_name": "Android 5.0.2", 
    "os_uid": "bb6cce787ea5e178", 
    "plat_name": "XIAOMI REDMI NOTE 2", 
    "platform_uid": "4a271def0d841fd9"
  }
}

API desc:
{}

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cTuning foundation,
and the community
          
Implemented as a CK workflow
                     
   
   
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