| DeepLabV3_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
29443 (vs. 33003, 10.79%↓) |
140408 (vs. 140408, 0.00%) |
2921587 (vs. 2921587, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
61613 (vs. 61428, 0.30%↑) |
562184 (vs. 562184, 0.00%) |
5412598 (vs. 5412598, 0.00%) |
| MobileBertSquad_fp16 [fp16] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
97743 (vs. 101688, 3.88%↓) |
73840 (vs. 73840, 0.00%) |
99929081 (vs. 99929081, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
95324 (vs. 102526, 7.02%↓) |
80064 (vs. 80064, 0.00%) |
98482937 (vs. 98482937, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
228555 (vs. 234513, 2.54%↓) |
6046848 (vs. 6046848, 0.00%) |
31249593 (vs. 31249593, 0.00%) |
| MobileNetV1_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
30932 (vs. 34301, 9.82%↓) |
83832 (vs. 83832, 0.00%) |
17000317 (vs. 17000317, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
32242 (vs. 33250, 3.03%↓) |
146984 (vs. 146984, 0.00%) |
14130555 (vs. 14130555, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
42674 (vs. 48109, 11.30%↓) |
203432 (vs. 203432, 0.00%) |
10424954 (vs. 10424954, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
49712 (vs. 50252, 1.07%↓) |
258568 (vs. 258568, 0.00%) |
18198771 (vs. 18198771, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
27563 (vs. 27878, 1.13%↓) |
169272 (vs. 169272, 0.00%) |
416630 (vs. 416630, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
22160 (vs. 18127, 22.25%↑) |
81032 (vs. 81032, 0.00%) |
5134193 (vs. 5134193, 0.00%) |
| BertForMaskedLMTF [fp32,seqlen512,tensorflow] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
15658 (vs. 16669, 6.07%↓) |
62880 (vs. 62880, 0.00%) |
438231621 (vs. 438231621, 0.00%) |
| BertLargeTF [fp32,seqlen384,tensorflow] (exported_tf_v1) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
23646 (vs. 23439, 0.88%↑) |
58256 (vs. 58256, 0.00%) |
1336064773 (vs. 1336064773, 0.00%) |
| EfficientNetV2STF [fp32,cnn,tensorflow] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
46975 (vs. 49266, 4.65%↓) |
230216 (vs. 230216, 0.00%) |
86832709 (vs. 86832709, 0.00%) |
| MiniLML12H384Uncased [int32,seqlen128] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
14258 (vs. 15185, 6.10%↓) |
67104 (vs. 67104, 0.00%) |
133566597 (vs. 133566597, 0.00%) |
| Resnet50TF [fp32] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] default-flags,compile-stats |
23386 (vs. 24470, 4.43%↓) |
138616 (vs. 138616, 0.00%) |
102622149 (vs. 102622149, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
30986 (vs. 34586, 10.41%↓) |
149208 (vs. 149208, 0.00%) |
2925491 (vs. 2925491, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
58743 (vs. 64659, 9.15%↓) |
568760 (vs. 568760, 0.00%) |
5419062 (vs. 5419062, 0.00%) |
| MobileBertSquad_fp16 [fp16] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
102947 (vs. 111978, 8.06%↓) |
73840 (vs. 73840, 0.00%) |
99929081 (vs. 99929081, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
96750 (vs. 108317, 10.68%↓) |
80064 (vs. 80064, 0.00%) |
98482937 (vs. 98482937, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
228256 (vs. 243742, 6.35%↓) |
6046848 (vs. 6046848, 0.00%) |
31249593 (vs. 31249593, 0.00%) |
| MobileNetV1_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
35185 (vs. 39408, 10.72%↓) |
103608 (vs. 103608, 0.00%) |
17017277 (vs. 17017277, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
33811 (vs. 36518, 7.41%↓) |
170216 (vs. 170216, 0.00%) |
14149115 (vs. 14149115, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
38727 (vs. 44400, 12.78%↓) |
234776 (vs. 234776, 0.00%) |
10454714 (vs. 10454714, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
48260 (vs. 50612, 4.65%↓) |
282360 (vs. 282360, 0.00%) |
18217203 (vs. 18217203, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
24409 (vs. 28069, 13.04%↓) |
169272 (vs. 169272, 0.00%) |
416630 (vs. 416630, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
22200 (vs. 22170, 0.14%↑) |
86104 (vs. 86104, 0.00%) |
5134897 (vs. 5134897, 0.00%) |
| BertForMaskedLMTF [fp32,seqlen512,tensorflow] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
15024 (vs. 16094, 6.65%↓) |
62880 (vs. 62880, 0.00%) |
438231621 (vs. 438231621, 0.00%) |
| BertLargeTF [fp32,seqlen384,tensorflow] (exported_tf_v1) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
24295 (vs. 23106, 5.15%↑) |
58256 (vs. 58256, 0.00%) |
1336064773 (vs. 1336064773, 0.00%) |
| EfficientNetV2STF [fp32,cnn,tensorflow] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
51066 (vs. 55613, 8.18%↓) |
541944 (vs. 541944, 0.00%) |
87136325 (vs. 87136325, 0.00%) |
| MiniLML12H384Uncased [int32,seqlen128] (exported_tf_v2) [cpu-x86_64-cascadelake-linux-gnu] experimental-flags,fuse-padding,compile-stats |
14331 (vs. 14811, 3.24%↓) |
67104 (vs. 67104, 0.00%) |
133566597 (vs. 133566597, 0.00%) |
| BertForMaskedLMTF [fp32,seqlen512,tensorflow] (exported_tf_v2) [gpu-cuda-sm_80-linux-gnu] default-flags,compile-stats |
11848 (vs. 12393, 4.40%↓) |
170712 (vs. 170712, 0.00%) |
438345937 (vs. 438345937, 0.00%) |
| BertLargeTF [fp32,seqlen384,tensorflow] (exported_tf_v1) [gpu-cuda-sm_80-linux-gnu] default-flags,compile-stats |
21774 (vs. 22075, 1.36%↓) |
120028 (vs. 120028, 0.00%) |
1336132459 (vs. 1336132459, 0.00%) |
| EfficientNetV2STF [fp32,cnn,tensorflow] (exported_tf_v2) [gpu-cuda-sm_80-linux-gnu] default-flags,compile-stats |
33314 (vs. 36236, 8.06%↓) |
801848 (vs. 801848, 0.00%) |
87443313 (vs. 87443313, 0.00%) |
| MiniLML12H384Uncased [int32,seqlen128] (exported_tf_v2) [gpu-cuda-sm_80-linux-gnu] default-flags,compile-stats |
10281 (vs. 11261, 8.70%↓) |
126076 (vs. 126076, 0.00%) |
133633979 (vs. 133633979, 0.00%) |
| Resnet50TF [fp32] (exported_tf_v2) [gpu-cuda-sm_80-linux-gnu] default-flags,compile-stats |
15325 (vs. 15481, 1.01%↓) |
345816 (vs. 345816, 0.00%) |
102845707 (vs. 102845707, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
19913 (vs. 20206, 1.45%↓) |
47552 (vs. 47552, 0.00%) |
2828789 (vs. 2828789, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
90172 (vs. 93340, 3.39%↓) |
22432 (vs. 22432, 0.00%) |
98425275 (vs. 98425275, 0.00%) |
| MobileNetV1_fp32 [fp32,imagenet] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
26602 (vs. 30118, 11.67%↓) |
37272 (vs. 37272, 0.00%) |
16953727 (vs. 16953727, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
157069 (vs. 162319, 3.23%↓) |
1992952 (vs. 1992952, 0.00%) |
27195707 (vs. 27195707, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
17997 (vs. 19439, 7.42%↓) |
64336 (vs. 64336, 0.00%) |
311672 (vs. 311672, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [cpu-riscv_64-generic-linux-gnu] default-flags,compile-stats |
36545 (vs. 40127, 8.93%↓) |
144768 (vs. 144768, 0.00%) |
4995256 (vs. 4995256, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [cpu-riscv_32-generic-linux-gnu] default-flags,compile-stats |
121892 (vs. 127757, 4.59%↓) |
2541728 (vs. 2541728, 0.00%) |
7392184 (vs. 7392184, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-riscv_32-generic-linux-gnu] default-flags,compile-stats |
924230 (vs. 940304, 1.71%↓) |
49611248 (vs. 49611248, 0.00%) |
74814011 (vs. 74814011, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [cpu-riscv_32-generic-linux-gnu] default-flags,compile-stats |
52864 (vs. 59515, 11.18%↓) |
915184 (vs. 915184, 0.00%) |
1162552 (vs. 1162552, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
33966 (vs. 35664, 4.76%↓) |
98056 (vs. 98056, 0.00%) |
2879219 (vs. 2879219, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
74263 (vs. 77626, 4.33%↓) |
290584 (vs. 290584, 0.00%) |
18230771 (vs. 18230771, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
24614 (vs. 26207, 6.08%↓) |
34136 (vs. 34136, 0.00%) |
5087345 (vs. 5087345, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
101556 (vs. 109036, 6.86%↓) |
109176 (vs. 109176, 0.00%) |
98512057 (vs. 98512057, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
40240 (vs. 43489, 7.47%↓) |
102824 (vs. 102824, 0.00%) |
14086459 (vs. 14086459, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
37028 (vs. 50746, 27.03%↓) |
91208 (vs. 91208, 0.00%) |
10312698 (vs. 10312698, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] default-flags,compile-stats |
171205 (vs. 180772, 5.29%↓) |
1883544 (vs. 1883544, 0.00%) |
27086265 (vs. 27086265, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
37575 (vs. 38930, 3.48%↓) |
90992 (vs. 90992, 0.00%) |
2889779 (vs. 2889779, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
63510 (vs. 68368, 7.11%↓) |
177280 (vs. 177280, 0.00%) |
18137907 (vs. 18137907, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
24222 (vs. 19940, 21.47%↑) |
45744 (vs. 45744, 0.00%) |
5104881 (vs. 5104881, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
87968 (vs. 93633, 6.05%↓) |
37952 (vs. 37952, 0.00%) |
98622777 (vs. 98622777, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
41490 (vs. 46455, 10.69%↓) |
112768 (vs. 112768, 0.00%) |
14111355 (vs. 14111355, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,compile-stats |
51424 (vs. 64071, 19.74%↓) |
138176 (vs. 138176, 0.00%) |
10379706 (vs. 10379706, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [cpu-armv8.2-a-generic-linux-android29] experimental-flags,mmt4d,dotprod,compile-stats |
228290 (vs. 240425, 5.05%↓) |
4090288 (vs. 4090288, 0.00%) |
29496121 (vs. 29496121, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
16983 (vs. 21075, 19.42%↓) |
389644 (vs. 389644, 0.00%) |
3189359 (vs. 3189359, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
33496 (vs. 38088, 12.06%↓) |
542338 (vs. 542338, 0.00%) |
18516251 (vs. 18516251, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
14149 (vs. 12263, 15.38%↑) |
137108 (vs. 137108, 0.00%) |
5201067 (vs. 5201067, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
94290 (vs. 97348, 3.14%↓) |
226556 (vs. 226556, 0.00%) |
98640839 (vs. 98640839, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
25658 (vs. 26115, 1.75%↓) |
329596 (vs. 329596, 0.00%) |
14331695 (vs. 14331695, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] default-flags,compile-stats |
28272 (vs. 30696, 7.90%↓) |
394660 (vs. 394660, 0.00%) |
10647977 (vs. 10647977, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
16220 (vs. 16206, 0.09%↑) |
412560 (vs. 412560, 0.00%) |
3204232 (vs. 3204232, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
32589 (vs. 35198, 7.41%↓) |
604820 (vs. 604820, 0.00%) |
18568322 (vs. 18568322, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
13473 (vs. 14293, 5.74%↓) |
159596 (vs. 159596, 0.00%) |
5216797 (vs. 5216797, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
95566 (vs. 100266, 4.69%↓) |
226556 (vs. 226556, 0.00%) |
98640839 (vs. 98640839, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
23145 (vs. 24227, 4.47%↓) |
374542 (vs. 374542, 0.00%) |
14367681 (vs. 14367681, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,compile-stats |
23955 (vs. 26668, 10.17%↓) |
411694 (vs. 411694, 0.00%) |
10660782 (vs. 10660782, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
34845 (vs. 34023, 2.42%↑) |
604820 (vs. 604820, 0.00%) |
18651522 (vs. 18651522, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
13822 (vs. 15975, 13.48%↓) |
159596 (vs. 159596, 0.00%) |
5245405 (vs. 5245405, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
24981 (vs. 27976, 10.71%↓) |
374542 (vs. 374542, 0.00%) |
14414721 (vs. 14414721, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-adreno-generic-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
25069 (vs. 28510, 12.07%↓) |
411694 (vs. 411694, 0.00%) |
10739758 (vs. 10739758, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
17409 (vs. 16168, 7.68%↑) |
178304 (vs. 178304, 0.00%) |
2978159 (vs. 2978159, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
35095 (vs. 34313, 2.28%↑) |
353770 (vs. 353770, 0.00%) |
18327707 (vs. 18327707, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
13519 (vs. 15090, 10.41%↓) |
95576 (vs. 95576, 0.00%) |
5159595 (vs. 5159595, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
91290 (vs. 95998, 4.90%↓) |
129892 (vs. 129892, 0.00%) |
98544135 (vs. 98544135, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
27121 (vs. 29267, 7.33%↓) |
194320 (vs. 194320, 0.00%) |
14196527 (vs. 14196527, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] default-flags,compile-stats |
26317 (vs. 28119, 6.41%↓) |
263936 (vs. 263936, 0.00%) |
10517353 (vs. 10517353, 0.00%) |
| MobileBertSquad_fp16 [fp16] (exported_tflite) [gpu-valhall-mali-android31] default-flags,demote-f32-to-f16,compile-stats |
115844 (vs. 123611, 6.28%↓) |
2973114 (vs. 2973114, 0.00%) |
52951950 (vs. 52951950, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] default-flags,demote-f32-to-f16,compile-stats |
118003 (vs. 125199, 5.75%↓) |
2554516 (vs. 2554516, 0.00%) |
27996660 (vs. 27996660, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] default-flags,demote-f32-to-f16,compile-stats |
23972 (vs. 27545, 12.97%↓) |
306826 (vs. 306826, 0.00%) |
5195036 (vs. 5195036, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] default-flags,demote-f32-to-f16,compile-stats |
11220 (vs. 14403, 22.10%↓) |
199310 (vs. 199310, 0.00%) |
470866 (vs. 470866, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
14495 (vs. 14236, 1.82%↑) |
202756 (vs. 202756, 0.00%) |
2994568 (vs. 2994568, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
32937 (vs. 34082, 3.36%↓) |
378628 (vs. 378628, 0.00%) |
18342146 (vs. 18342146, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
13239 (vs. 13584, 2.54%↓) |
118720 (vs. 118720, 0.00%) |
5176029 (vs. 5176029, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
95194 (vs. 105187, 9.50%↓) |
129892 (vs. 129892, 0.00%) |
98544135 (vs. 98544135, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
21262 (vs. 20941, 1.53%↑) |
213966 (vs. 213966, 0.00%) |
14207169 (vs. 14207169, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,compile-stats |
25039 (vs. 28823, 13.13%↓) |
288894 (vs. 288894, 0.00%) |
10538094 (vs. 10538094, 0.00%) |
| MobileBertSquad_fp16 [fp16] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,demote-f32-to-f16,compile-stats |
120793 (vs. 128004, 5.63%↓) |
2973114 (vs. 2973114, 0.00%) |
52951950 (vs. 52951950, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,demote-f32-to-f16,compile-stats |
127350 (vs. 134730, 5.48%↓) |
2554516 (vs. 2554516, 0.00%) |
27996660 (vs. 27996660, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,demote-f32-to-f16,compile-stats |
24124 (vs. 26115, 7.62%↓) |
308184 (vs. 308184, 0.00%) |
5195822 (vs. 5195822, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,demote-f32-to-f16,compile-stats |
11979 (vs. 12934, 7.38%↓) |
199310 (vs. 199310, 0.00%) |
470866 (vs. 470866, 0.00%) |
| DeepLabV3_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
15678 (vs. 18505, 15.28%↓) |
202756 (vs. 202756, 0.00%) |
3098760 (vs. 3098760, 0.00%) |
| MobileSSD_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
35085 (vs. 36508, 3.90%↓) |
378628 (vs. 378628, 0.00%) |
18513986 (vs. 18513986, 0.00%) |
| PoseNet_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
13673 (vs. 15563, 12.14%↓) |
118720 (vs. 118720, 0.00%) |
5235101 (vs. 5235101, 0.00%) |
| MobileBertSquad_fp32 [fp32] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
110658 (vs. 121819, 9.16%↓) |
129892 (vs. 129892, 0.00%) |
99849607 (vs. 99849607, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
27275 (vs. 29915, 8.83%↓) |
213966 (vs. 213966, 0.00%) |
14304385 (vs. 14304385, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,compile-stats |
28318 (vs. 29248, 3.18%↓) |
288894 (vs. 288894, 0.00%) |
10701294 (vs. 10701294, 0.00%) |
| MobileBertSquad_fp16 [fp16] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,demote-f32-to-f16,compile-stats |
157910 (vs. 166002, 4.87%↓) |
2973114 (vs. 2973114, 0.00%) |
54257486 (vs. 54257486, 0.00%) |
| MobileBertSquad_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,demote-f32-to-f16,compile-stats |
231969 (vs. 236775, 2.03%↓) |
2554516 (vs. 2554516, 0.00%) |
30552052 (vs. 30552052, 0.00%) |
| EfficientNet_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,demote-f32-to-f16,compile-stats |
29732 (vs. 32101, 7.38%↓) |
308184 (vs. 308184, 0.00%) |
5405870 (vs. 5405870, 0.00%) |
| PersonDetect_int8 [int8] (exported_tflite) [gpu-valhall-mali-android31] experimental-flags,fuse-padding,repeated-kernel,demote-f32-to-f16,compile-stats |
14875 (vs. 16472, 9.70%↓) |
199310 (vs. 199310, 0.00%) |
601106 (vs. 601106, 0.00%) |
| MobileNetV2_fp32 [fp32,imagenet] (exported_tflite) [cpu-vmvx-generic-vmvx] default-flags,compile-stats |
26897 (vs. 27000, 0.38%↓) |
96949 (vs. 96949, 0.00%) |
14080564 (vs. 14080564, 0.00%) |
| MobileNetV3Small_fp32 [fp32,imagenet] (exported_tflite) [cpu-vmvx-generic-vmvx] default-flags,compile-stats |
30358 (vs. 27323, 11.11%↑) |
165685 (vs. 165685, 0.00%) |
10387187 (vs. 10387187, 0.00%) |
