GstInference/Benchmarks: Difference between revisions

GstInference/Benchmarks (view source)

Revision as of 16:43, 3 April 2020

36 bytes removed , 3 April 2020

→‎TensorFlow Lite Benchmarks

Ltorres

507

edits

@@ Line 503: / Line 503: @@
             'TinyYoloV3 \n Tensorflow',
             'TinyYoloV3 \n Tensorflow-Lite'],
-           ['x86',       20, 19, 18, 17, 16, 15, 14, 13, 28, 16, 16, 15],
+           ['x86',       63.747, 22.781, 48.381, 14.164, 20.482, 12.164, 10.338, 10.164, 24.255, 12.164, 27.113, 10.164],
-           ['x86+GPU',   25, 24, 23, 22, 50, 20, 19, 18, 25, 15, 16, 15],
+           ['x86+GPU',   0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
-           ['TX2',       24, 23, 22, 50, 20, 19, 18, 17, 26, 14, 16, 15],
+           ['TX2',       0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
-           ['TX2-GPU',   27, 26, 25, 24, 23, 22, 50, 20, 25, 13, 16, 15],
+           ['TX2-GPU',   0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
-           ['Coral',     16, 15, 14, 13, 12, 11, 10, 19, 36, 12, 16, 15],
+           ['Coral',     0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
-           ['Coral+TPU', 18, 17, 16, 15, 14, 13, 12, 11, 31, 11, 16, 15]
+           ['Coral+TPU', 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
          ]);
          var table_model_platform = google.visualization.arrayToDataTable([
@@ Line 524: / Line 524: @@
             'Tensorflow-Lite \n Coral',
             'Tensorflow-Lite \n Coral+TPU'],
-           ['InceptionV1', 20, 25, 24, 27, 16, 18, 19, 24, 23, 26, 15, 17],
+           ['InceptionV1', 63.747, 0, 0, 0, 0, 0, 22.781, 0, 0, 0, 0, 0],
-           ['InceptionV2', 18, 23, 22, 25, 14, 16, 17, 22, 50, 24, 13, 15],
+           ['InceptionV2', 48.381, 0, 0, 0, 0, 0, 14.164, 0, 0, 0, 0, 0],
-           ['InceptionV3', 16, 50, 20, 23, 12, 14, 15, 20, 19, 22, 11, 13],
+           ['InceptionV3', 20.482, 0, 0, 0, 0, 0, 12.164, 0, 0, 0, 0, 0],
-           ['InceptionV4', 14, 19, 18, 50, 10, 12, 13, 18, 17, 20, 29, 11],
+           ['InceptionV4', 10.338, 0, 0, 0, 0, 0, 10.164, 0, 0, 0, 0, 0],
-           ['TinyYoloV2',  15, 16, 16, 23, 12, 13, 13, 17, 17, 28, 19, 15],
+           ['TinyYoloV2',  24.255, 0, 0, 0, 0, 0, 12.164, 0, 0, 0, 0, 0],
-           ['TinyYoloV3',  16, 19, 18, 50, 10, 12, 13, 18, 17, 20, 29, 11]
+           ['TinyYoloV3',  27.113, 0, 0, 0, 0, 0, 10.164, 0, 0, 0, 0, 0]
          ]);
          var table_model_backend = google.visualization.arrayToDataTable([
@@ Line 545: / Line 545: @@
             'Tensorflow-Lite \n Coral',
             'Tensorflow-Lite \n Coral+TPU'],
-           ['InceptionV1', 20, 25, 24, 27, 16, 18, 19, 24, 23, 26, 15, 17],
+           ['InceptionV1', 63.747, 0, 0, 0, 0, 0, 22.781, 0, 0, 0, 0, 0],
-           ['InceptionV2', 18, 23, 22, 25, 14, 16, 17, 22, 50, 24, 13, 15],
+           ['InceptionV2', 48.381, 0, 0, 0, 0, 0, 14.164, 0, 0, 0, 0, 0],
-           ['InceptionV3', 16, 50, 20, 23, 12, 14, 15, 20, 19, 22, 11, 13],
+           ['InceptionV3', 20.482, 0, 0, 0, 0, 0, 12.164, 0, 0, 0, 0, 0],
-           ['InceptionV4', 14, 19, 18, 50, 10, 12, 13, 18, 17, 20, 29, 18],
+           ['InceptionV4', 10.338, 0, 0, 0, 0, 0, 10.164, 0, 0, 0, 0, 0],
-           ['TinyYoloV2',  15, 16, 16, 23, 12, 13, 13, 17, 17, 28, 19, 15],
+           ['TinyYoloV2',  24.255, 0, 0, 0, 0, 0, 12.164, 0, 0, 0, 0, 0],
-           ['TinyYoloV3',  16, 19, 18, 50, 10, 12, 13, 18, 17, 20, 29, 11]
+           ['TinyYoloV3',  27.113, 0, 0, 0, 0, 0, 10.164, 0, 0, 0, 0, 0]
          ]);