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{
"actions": {
"get_raw_config": {
"desc": "get raw config for repo widget",
"for_web": "yes"
},
"get_raw_data": {
"desc": "get raw data for repo widget",
"for_web": "yes"
}
},
"desc": "Raw data (JSON) access for MLPerf MobilNets visualization widget",
"convolution_method_to_name": {
"-1": "-",
"0": "GEMM",
"1": "DIRECT",
"2": "WINOGRAD",
"DEFAULT": "DEFAULT",
"GEMM": "GEMM",
"DIRECT": "DIRECT",
"WINOGRAD": "WINOGRAD"
},
"prefilter_config": {
"all": {
},
"highlights": {
"convolution_method_deny": [ "GEMM", "DIRECT", "WINOGRAD" ],
"data_layout_deny": [ "NCHW" ],
"kernel_tuner_deny": [ "NONE" ]
}
},
"platform_config": {
"HiKey960\u0000": {
"name": "Linaro HiKey960",
"id": "linaro-hikey960",
"gpu": "Mali-G71 MP8",
"gpu_mhz": 807,
"power_w": 9.51
},
"Rockchip RK3399 Firefly Board (Linux Opensource)\u0000": {
"name": "Firefly RK3399",
"id": "firefly-rk3399",
"gpu": "Mali-T860 MP4",
"gpu_mhz": 800,
"power_w": 6.05
},
"BLA-L09": {
"name": "Huawei Mate 10 Pro",
"id": "huawei-mate10pro",
"gpu": "Mali-G72 MP12",
"gpu_mhz": 767,
"power_w": 7.93
},
"SM-G950U1": {
"name": "Samsung Galaxy S8 US",
"id": "samsung-galaxys8us",
"gpu": "Adreno 540",
"gpu_mhz": 710,
"power_w": 3.45
}
},
"data_config": {
"selector2":[
{ "key":"platform", "name":"Platform"},
{ "key":"os_name", "name":"OS name (target)"},
{ "key":"library", "name":"Library"},
{ "key":"dataset", "name":"Dataset"},
{ "key":"model", "name":"Model"},
{ "key":"version", "name":"Version", "format":"%f"},
{ "key":"multiplier", "name":"Multiplier", "format":"%.2f"},
{ "key":"resolution", "name":"Resolution", "format":"%f"},
{ "key":"batch_size", "name":"Batch size"},
{ "key":"batch_count", "name":"Batch count"},
{ "key":"convolution_method", "name":"Convolution method"},
{ "key":"data_layout", "name":"Data layout"},
{ "key":"kernel_tuner", "name":"Kernel tuner"},
{ "key":"cpu_name", "name":"CPU name (target)"},
{ "key":"gpgpu_name", "name":"GPGPU name"}
],
"selector":[
],
"selector3":[
{ "name":"Plot dimension 1 (X)", "key":"plot_dimension1" },
{ "name":"Show variation", "key":"plot_variation_dimension1" },
{ "name":"Plot dimension 2 (Y)", "key":"plot_dimension2" },
{ "name":"Show variation", "key":"plot_variation_dimension2" }
],
"dimensions":[
{ "key":"platform", "name":"Platform", "view_key":"platform"},
{ "key":"library", "name":"Library", "view_key":"library"},
{ "key":"dataset", "name":"Dataset", "view_key":"dataset"},
{ "key":"model", "name":"Model", "view_key":"model"},
{ "key":"version", "name":"Version", "view_key":"version", "format":"%f"},
{ "key":"multiplier", "name":"Multiplier", "view_key":"multiplier", "format":"%.2f"},
{ "key":"resolution", "name":"Resolution", "view_key":"resolution", "format":"%f"},
{ "key":"batch_size", "name":"Batch size", "view_key":"batch_size"},
{ "key":"batch_count", "name":"Batch count", "view_key":"batch_count"},
{ "key":"convolution_method", "name":"Convolution method", "view_key":"convolution_method"},
{ "key":"data_layout", "name":"Data layout", "view_key":"data_layout"},
{ "key":"kernel_tuner", "name":"Kernel tuner", "view_key":"kernel_tuner"},
{ "key":"tunerXlayout", "name":"Tuner X Layout", "view_key":"tunerXlayout"},
{ "key":"methodXlayout", "name":"Method X Layout", "view_key":"methodXlayout"},
{ "key":"methodXtuner", "name":"Method X Tuner", "view_key":"methodXtuner"},
{ "key":"rate_max_s", "name":"Image classification rate (maximum, per second)", "view_key":"rate_max_s", "format":"%.1f"},
{ "key":"rate_max_s_w", "name":"Image classification efficiency (maximum, per second per Watt)", "view_key":"rate_max_s_w", "format":"%.1f"},
{ "key":"time_min_ms", "name":"Image classification time (minimum, ms)", "view_key":"time_min_ms", "format":"%.3f"},
{ "key":"time_avg_ms", "name":"Image classification time (average, ms)", "view_key":"time_avg_ms", "format":"%.3f"},
{ "key":"accuracy_top1", "name":"Image classification accuracy (top 1)", "view_key":"accuracy_top1", "format":"%.3f"},
{ "key":"accuracy_top5", "name":"Image classification accuracy (top 5)", "view_key":"accuracy_top5", "format":"%.3f"}
],
"table_view":[
{ "key":"platform", "name":"Platform"},
{ "key":"library", "name":"Library"},
{ "key":"dataset", "name":"Dataset"},
{ "key":"model", "name":"Model"},
{ "key":"version", "name":"Version", "view_key":"version", "format":"%f"},
{ "key":"multiplier", "name":"Multiplier", "view_key":"multiplier", "format":"%.2f"},
{ "key":"resolution", "name":"Resolution", "view_key":"resolution", "format":"%f"},
{ "key":"batch_size", "name":"Batch size"},
{ "key":"batch_count", "name":"Batch count"},
{ "key":"convolution_method", "name":"Convolution method"},
{ "key":"data_layout", "name":"Data layout"},
{ "key":"kernel_tuner", "name":"Kernel tuner"},
{ "key":"rate_max_s", "name":"Image classification rate (maximum, per second)", "view_key":"rate_max_s", "format":"%.1f"},
{ "key":"rate_max_s_w", "name":"Image classification efficiency (maximum, per second per Watt)", "view_key":"rate_max_s_w", "format":"%.1f"},
{ "key":"time_min_ms", "name":"Image classification time (minimum, ms)", "view_key":"time_min_ms", "format":"%.3f"},
{ "key":"time_avg_ms", "name":"Image classification time (average, ms)", "view_key":"time_avg_ms", "format":"%.3f"},
{ "key":"accuracy_top1", "name":"Image classification accuracy (top 1)", "view_key":"accuracy_top1", "format":"%.3f"},
{ "key":"accuracy_top5", "name":"Image classification accuracy (top 5)", "view_key":"accuracy_top5", "format":"%.3f"},
{ "key":"os_name", "name":"OS name (target)"},
{ "key":"cpu_name", "name":"CPU name (target)"},
{ "key":"gpgpu_name", "name":"GPGPU name"},
{ "key":"cpu_freq", "name":"CPU freq (MHz)"},
{ "key":"gpu_freq", "name":"GPU freq (MHz)"}
]
}
}