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GstInference/Benchmarks: Difference between revisions
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['Model', //Column 0 | ['Model', //Column 0 | ||
'ONNXRT \n x86', | 'ONNXRT \n x86', | ||
'ONNXRT OpenVINO \n x86', | 'ONNXRT OpenVINO (CPU_FP32) \n x86', | ||
'ONNXRT OpenVINO (MYRIAD_FP16)\n x86', | |||
'TensorFlow \n x86', | 'TensorFlow \n x86', | ||
'TensorFlow Lite \n x86'], | 'TensorFlow Lite \n x86'], | ||
['InceptionV1', 47.9, 81.966, 55.3182, 18.8422], //row 1 | ['InceptionV1', 47.9, 81.966, 46.294, 55.3182, 18.8422], //row 1 | ||
['InceptionV2', 32.7, 63.352, 39.6438, 13.5714], //row 2 | ['InceptionV2', 32.7, 63.352, 34.613, 39.6438, 13.5714], //row 2 | ||
['InceptionV3', 12.1, 23.287, 16.2488, 4.9924], //row 3 | ['InceptionV3', 12.1, 23.287, 11.999, 16.2488, 4.9924], //row 3 | ||
['InceptionV4', 5.26, 10.927, 7.793, 2.583], //row 4 | ['InceptionV4', 5.26, 10.927, 6.494, 7.793, 2.583], //row 4 | ||
['TinyYoloV2', 33.559, 32.587, 18.1846, 7.2708], //row 5 | ['TinyYoloV2', 33.559, 32.587, 0, 18.1846, 7.2708], //row 5 | ||
['TinyYoloV3', 35.092, 27.799, 21.7334, 7.3042] //row 6 | ['TinyYoloV3', 35.092, 27.799, 0, 21.7334, 7.3042] //row 6 | ||
]); | ]); | ||
var x86_materialOptions_fps = { | var x86_materialOptions_fps = { | ||
| Line 124: | Line 125: | ||
} | } | ||
function init_charts(){ | function init_charts(){ | ||
view_x86_fps.setColumns([0,1, 2, 3, 4]); | view_x86_fps.setColumns([0,1, 2, 3, 4, 5]); | ||
materialChart_x86_fps.draw(view_x86_fps, x86_materialOptions_fps); | materialChart_x86_fps.draw(view_x86_fps, x86_materialOptions_fps); | ||
} | } | ||
| Line 167: | Line 168: | ||
'ONNXRT \n x86', | 'ONNXRT \n x86', | ||
'ONNXRT OpenVINO \n x86', | 'ONNXRT OpenVINO \n x86', | ||
'ONNXRT OpenVINO (MYRIAD_FP16)\n x86', | |||
'TensorFlow \n x86', | 'TensorFlow \n x86', | ||
'TensorFlow Lite \n x86'], //Column 1 | 'TensorFlow Lite \n x86'], //Column 1 | ||
['InceptionV1', 94.6, 49, 74.2, 47.6], //row 1 | ['InceptionV1', 94.6, 49, 14, 74.2, 47.6], //row 1 | ||
['InceptionV2', 100, 52, 74.2, 43.6], //row 2 | ['InceptionV2', 100, 52, 11, 74.2, 43.6], //row 2 | ||
['InceptionV3', 95.2, 49, 81, 60.2], //row 3 | ['InceptionV3', 95.2, 49, 13, 81, 60.2], //row 3 | ||
['InceptionV4', 88.8, 49, 86, 50], //row 4 | ['InceptionV4', 88.8, 49, 11, 86, 50], //row 4 | ||
['TinyYoloV2', 94, 50, 80.6, 46], //row 5 | ['TinyYoloV2', 94, 50, 0, 80.6, 46], //row 5 | ||
['TinyYoloV3', 91.4, 46, 74.6, 42.4] //row 6 | ['TinyYoloV3', 91.4, 46, 0, 74.6, 42.4] //row 6 | ||
]); | ]); | ||
var x86_materialOptions_cpu = { | var x86_materialOptions_cpu = { | ||