| MobileNetV3Small [fp32,imagenet] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
325 (vs. 301, 7.97%↑) |
325 |
2 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
326 (vs. 302, 7.95%↑) |
326 |
3 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
37 (vs. 40, 7.50%↓) |
38 |
1 |
| DeepLabV3 [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
204 (vs. 191, 6.81%↑) |
212 |
15 |
| MobileNetV2 [fp32,imagenet] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
754 (vs. 786, 4.07%↓) |
745 |
17 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
324 (vs. 337, 3.86%↓) |
329 |
15 |
| MobileNetV3Small [fp32,imagenet] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
29 (vs. 28, 3.57%↑) |
27 |
6 |
| DeepLabV3 [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
1927 (vs. 1875, 2.77%↑) |
1886 |
100 |
| MobileBertSquad [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
471 (vs. 484, 2.69%↓) |
472 |
6 |
| DeepLabV3 [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
530 (vs. 517, 2.51%↑) |
507 |
78 |
| MobileBertSquad [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1373 (vs. 1408, 2.49%↓) |
1364 |
44 |
| MobileBertSquad [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
4002 (vs. 4087, 2.08%↓) |
4044 |
74 |
| MobileSSD [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
217 (vs. 213, 1.88%↑) |
217 |
3 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
55 (vs. 54, 1.85%↑) |
55 |
0 |
| MobileSSD [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
2326 (vs. 2369, 1.82%↓) |
2300 |
41 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
56 (vs. 57, 1.75%↓) |
56 |
2 |
| MobileNetV2 [fp32,imagenet] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
59 (vs. 60, 1.67%↓) |
59 |
1 |
| MobileBertSquad [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
4101 (vs. 4035, 1.64%↑) |
4099 |
20 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
315 (vs. 310, 1.61%↑) |
314 |
6 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
62 (vs. 63, 1.59%↓) |
62 |
1 |
| MobileSSD [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
124 (vs. 126, 1.59%↓) |
124 |
3 |
| MobileBertSquad [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
478 (vs. 471, 1.49%↑) |
481 |
9 |
| PoseNet [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
862 (vs. 875, 1.49%↓) |
861 |
15 |
| MobileBertSquad [fp16] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
140 (vs. 138, 1.45%↑) |
140 |
2 |
| MobileNetV3Small [fp32,imagenet] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
210 (vs. 213, 1.41%↓) |
211 |
6 |
| MobileSSD [fp32] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
79 (vs. 80, 1.25%↓) |
79 |
1 |
| PoseNet [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
1032 (vs. 1044, 1.15%↓) |
1041 |
18 |
| PoseNet [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
175 (vs. 177, 1.13%↓) |
178 |
7 |
| MobileBertSquad [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
281 (vs. 284, 1.06%↓) |
279 |
6 |
| MobileNetV2 [fp32,imagenet] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
94 (vs. 95, 1.05%↓) |
95 |
1 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
96 (vs. 97, 1.03%↓) |
95 |
1 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-VMVX @ Pixel-6-Pro (CPU-ARMv8.2-A) |
7825 (vs. 7906, 1.02%↓) |
7887 |
258 |
| PoseNet [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
108 (vs. 109, 0.92%↓) |
108 |
0 |
| PoseNet [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
108 (vs. 109, 0.92%↓) |
108 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
115 (vs. 116, 0.86%↓) |
113 |
4 |
| MobileSSD [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
2376 (vs. 2356, 0.85%↑) |
2368 |
17 |
| MobileSSD [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
119 (vs. 120, 0.83%↓) |
119 |
3 |
| MobileBertSquad [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
635 (vs. 640, 0.78%↓) |
635 |
2 |
| PoseNet [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
262 (vs. 264, 0.76%↓) |
261 |
9 |
| MobileSSD [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
132 (vs. 133, 0.75%↓) |
133 |
2 |
| MobileSSD [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
135 (vs. 136, 0.74%↓) |
136 |
2 |
| MobileBertSquad [fp16] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
139 (vs. 138, 0.72%↑) |
139 |
1 |
| MobileBertSquad [fp32] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
137 (vs. 138, 0.72%↓) |
137 |
1 |
| MobileBertSquad [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
140 (vs. 139, 0.72%↑) |
141 |
2 |
| MobileBertSquad [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
4379 (vs. 4348, 0.71%↑) |
4383 |
13 |
| PoseNet [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
472 (vs. 475, 0.63%↓) |
462 |
38 |
| MobileBertSquad [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
479 (vs. 482, 0.62%↓) |
481 |
8 |
| PoseNet [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
320 (vs. 322, 0.62%↓) |
321 |
4 |
| PoseNet [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
163 (vs. 164, 0.61%↓) |
163 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
168 (vs. 167, 0.60%↑) |
168 |
0 |
| MobileSSD [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
1684 (vs. 1674, 0.60%↑) |
1679 |
19 |
| MobileBertSquad [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
1397 (vs. 1389, 0.58%↑) |
1396 |
6 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-VMVX @ Pixel-4 (CPU-ARMv8.2-A) |
9296 (vs. 9348, 0.56%↓) |
9380 |
261 |
| MobileSSD [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
189 (vs. 188, 0.53%↑) |
189 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1128 (vs. 1134, 0.53%↓) |
1134 |
15 |
| MobileSSD [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
2516 (vs. 2503, 0.52%↑) |
2514 |
8 |
| MobileNetV3Small [fp32,imagenet] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
200 (vs. 199, 0.50%↑) |
200 |
1 |
| MobileBertSquad [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
425 (vs. 423, 0.47%↑) |
425 |
1 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1090 (vs. 1095, 0.46%↓) |
1090 |
2 |
| MobileSSD [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
224 (vs. 223, 0.45%↑) |
224 |
2 |
| MobileSSD [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
222 (vs. 223, 0.45%↓) |
222 |
0 |
| DeepLabV3 [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
4887 (vs. 4908, 0.43%↓) |
4884 |
7 |
| PoseNet [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
1927 (vs. 1935, 0.41%↓) |
1926 |
4 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-VMVX @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1717 (vs. 1710, 0.41%↑) |
1718 |
89 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-VMVX @ Pixel-4 (CPU-ARMv8.2-A) |
1756 (vs. 1749, 0.40%↑) |
1749 |
30 |
| MobileSSD [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
2522 (vs. 2512, 0.40%↑) |
2520 |
11 |
| MobileNetV2 [fp32,imagenet] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
786 (vs. 783, 0.38%↑) |
786 |
3 |
| MobileBertSquad [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
283 (vs. 284, 0.35%↓) |
281 |
5 |
| MobileBertSquad [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
4039 (vs. 4025, 0.35%↑) |
4089 |
88 |
| PoseNet [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
290 (vs. 289, 0.35%↑) |
288 |
3 |
| MobileBertSquad [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
291 (vs. 292, 0.34%↓) |
294 |
9 |
| PoseNet [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
312 (vs. 313, 0.32%↓) |
312 |
5 |
| MobileSSD [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
673 (vs. 671, 0.30%↑) |
673 |
11 |
| MobileBertSquad [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
4385 (vs. 4397, 0.27%↓) |
4386 |
11 |
| DeepLabV3 [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
4695 (vs. 4707, 0.25%↓) |
4693 |
8 |
| DeepLabV3 [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
6416 (vs. 6432, 0.25%↓) |
6418 |
7 |
| MobileBertSquad [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
4370 (vs. 4380, 0.23%↓) |
4369 |
10 |
| PoseNet [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
4402 (vs. 4412, 0.23%↓) |
4403 |
4 |
| PoseNet [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
483 (vs. 484, 0.21%↓) |
483 |
0 |
| MobileBertSquad [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
504 (vs. 503, 0.20%↑) |
504 |
2 |
| DeepLabV3 [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
524 (vs. 523, 0.19%↑) |
524 |
1 |
| PoseNet [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
593 (vs. 594, 0.17%↓) |
592 |
5 |
| DeepLabV3 [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
640 (vs. 639, 0.16%↑) |
640 |
2 |
| MobileBertSquad [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
642 (vs. 641, 0.16%↑) |
642 |
1 |
| MobileSSD [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
662 (vs. 663, 0.15%↓) |
661 |
4 |
| PoseNet [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
6052 (vs. 6061, 0.15%↓) |
6053 |
7 |
| MobileBertSquad [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
851 (vs. 850, 0.12%↑) |
851 |
1 |
| DeepLabV3 [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1820 (vs. 1818, 0.11%↑) |
1821 |
10 |
| PoseNet [fp32] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1818 (vs. 1820, 0.11%↓) |
1818 |
3 |
| DeepLabV3 [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
929 (vs. 928, 0.11%↑) |
930 |
2 |
| DeepLabV3 [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
6067 (vs. 6073, 0.10%↓) |
6066 |
11 |
| PoseNet [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
5668 (vs. 5663, 0.09%↑) |
5669 |
8 |
| PoseNet [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
4532 (vs. 4536, 0.09%↓) |
4532 |
5 |
| MobileNetV2 [fp32,imagenet] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
1160 (vs. 1161, 0.09%↓) |
1160 |
2 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
1164 (vs. 1163, 0.09%↑) |
1163 |
3 |
| DeepLabV3 [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
6080 (vs. 6075, 0.08%↑) |
6081 |
12 |
| DeepLabV3 [fp32] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
6440 (vs. 6445, 0.08%↓) |
6438 |
8 |
| MobileSSD [fp32] (TFLite) little-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
1543 (vs. 1544, 0.06%↓) |
1543 |
2 |
| PoseNet [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
5648 (vs. 5646, 0.04%↑) |
5648 |
7 |
| PoseNet [fp32] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
6056 (vs. 6058, 0.03%↓) |
6060 |
11 |
| MobileNetV2 [fp32,imagenet] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
10 (vs. 10, 0.00%) |
10 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
10 (vs. 10, 0.00%) |
10 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
10 (vs. 10, 0.00%) |
10 |
0 |
| PoseNet [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
494 (vs. 494, 0.00%) |
494 |
1 |
| PoseNet [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
16 (vs. 16, 0.00%) |
16 |
0 |
| PoseNet [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
16 (vs. 16, 0.00%) |
16 |
0 |
| MobileBertSquad [fp16] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
139 (vs. 139, 0.00%) |
140 |
2 |
| MobileSSD [fp32] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
47 (vs. 47, 0.00%) |
47 |
0 |
| MobileSSD [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
79 (vs. 79, 0.00%) |
79 |
3 |
| MobileSSD [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
50 (vs. 50, 0.00%) |
50 |
1 |
| MobileSSD [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
50 (vs. 50, 0.00%) |
50 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
16 (vs. 16, 0.00%) |
16 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
21 (vs. 21, 0.00%) |
21 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
30 (vs. 30, 0.00%) |
30 |
1 |
| MobileNetV3Small [fp32,imagenet] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
6 (vs. 6, 0.00%) |
6 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
16 (vs. 16, 0.00%) |
16 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
12 (vs. 12, 0.00%) |
12 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
11 (vs. 11, 0.00%) |
11 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
11 (vs. 11, 0.00%) |
11 |
0 |
| MobileBertSquad [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
295 (vs. 295, 0.00%) |
297 |
9 |
| MobileBertSquad [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
139 (vs. 139, 0.00%) |
139 |
2 |
| DeepLabV3 [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-6-Pro (CPU-ARMv8.2-A) |
346 (vs. 346, 0.00%) |
347 |
4 |
| DeepLabV3 [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
288 (vs. 288, 0.00%) |
293 |
9 |
| DeepLabV3 [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
542 (vs. 542, 0.00%) |
544 |
6 |
| DeepLabV3 [fp32] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
13 (vs. 13, 0.00%) |
13 |
0 |
| DeepLabV3 [fp32] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-6-Pro (CPU-ARMv8.2-A) |
346 (vs. 346, 0.00%) |
348 |
5 |
| DeepLabV3 [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
15 (vs. 15, 0.00%) |
15 |
0 |
| DeepLabV3 [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-6-Pro (GPU-Mali-G78) |
15 (vs. 15, 0.00%) |
15 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
28 (vs. 28, 0.00%) |
28 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
107 (vs. 107, 0.00%) |
107 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
25 (vs. 25, 0.00%) |
25 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
28 (vs. 28, 0.00%) |
28 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
92 (vs. 92, 0.00%) |
92 |
0 |
| MobileNetV2 [fp32,imagenet] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
202 (vs. 202, 0.00%) |
201 |
1 |
| MobileNetV2 [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
33 (vs. 33, 0.00%) |
32 |
0 |
| PoseNet [fp32] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
103 (vs. 103, 0.00%) |
103 |
0 |
| MobileSSD [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
86 (vs. 86, 0.00%) |
86 |
0 |
| MobileSSD [fp32] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
356 (vs. 356, 0.00%) |
356 |
1 |
| MobileSSD [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
86 (vs. 86, 0.00%) |
86 |
1 |
| MobileSSD [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
420 (vs. 420, 0.00%) |
420 |
0 |
| MobileSSD [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
70 (vs. 70, 0.00%) |
70 |
2 |
| MobileNetV3Small [fp32,imagenet] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
11 (vs. 11, 0.00%) |
11 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
29 (vs. 29, 0.00%) |
29 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
17 (vs. 17, 0.00%) |
16 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
45 (vs. 45, 0.00%) |
45 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) kernel-execution,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
8 (vs. 8, 0.00%) |
8 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
100 (vs. 100, 0.00%) |
100 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
11 (vs. 11, 0.00%) |
11 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
25 (vs. 25, 0.00%) |
25 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
53 (vs. 53, 0.00%) |
53 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
10 (vs. 10, 0.00%) |
10 |
0 |
| MobileNetV3Small [fp32,imagenet] (TFLite) little-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
320 (vs. 320, 0.00%) |
320 |
1 |
| MobileNetV3Small [fp32,imagenet] (TFLite) 1-thread,little-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
320 (vs. 320, 0.00%) |
320 |
1 |
| MobileBertSquad [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
424 (vs. 424, 0.00%) |
423 |
1 |
| MobileBertSquad [fp32] (TFLite) big-core,full-inference,experimental-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
636 (vs. 636, 0.00%) |
634 |
2 |
| DeepLabV3 [fp32] (TFLite) full-inference,default-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
140 (vs. 140, 0.00%) |
140 |
0 |
| DeepLabV3 [fp32] (TFLite) 4-thread,big-core,full-inference,default-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
287 (vs. 287, 0.00%) |
285 |
5 |
| DeepLabV3 [fp32] (TFLite) full-inference,experimental-flags with IREE-Vulkan @ Pixel-4 (GPU-Adreno-640) |
140 (vs. 140, 0.00%) |
140 |
0 |
| DeepLabV3 [fp32] (TFLite) big-core,full-inference,default-flags with IREE-Dylib-Sync @ Pixel-4 (CPU-ARMv8.2-A) |
1104 (vs. 1104, 0.00%) |
1104 |
2 |
| DeepLabV3 [fp32] (TFLite) 4-thread,big-core,full-inference,experimental-flags with IREE-Dylib @ Pixel-4 (CPU-ARMv8.2-A) |
163 (vs. 163, 0.00%) |
162 |
3 |
