| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1637 (vs. 1487, 10.09%↑) |
9664 (vs. 9664, 0.00%) |
277497 (vs. 277497, 0.00%) |
1 (vs. 1, 0.00%) |
| PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
22471 (vs. 23826, 5.69%↓) |
144032 (vs. 144032, 0.00%) |
399877 (vs. 399877, 0.00%) |
60 (vs. 60, 0.00%) |
| MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
40398 (vs. 38619, 4.61%↑) |
238720 (vs. 238720, 0.00%) |
10458245 (vs. 10458245, 0.00%) |
97 (vs. 97, 0.00%) |
| DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
33181 (vs. 35802, 7.32%↓) |
177680 (vs. 177680, 0.00%) |
2959045 (vs. 2959045, 0.00%) |
79 (vs. 79, 0.00%) |
| EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
61433 (vs. 54457, 12.81%↑) |
680000 (vs. 680000, 0.00%) |
5603397 (vs. 5603397, 0.00%) |
89 (vs. 89, 0.00%) |
| MobileNetV1_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
25103 (vs. 22862, 9.80%↑) |
174400 (vs. 174400, 0.00%) |
17094405 (vs. 17094405, 0.00%) |
51 (vs. 51, 0.00%) |
| MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
32906 (vs. 31045, 5.99%↑) |
190096 (vs. 190096, 0.00%) |
14173189 (vs. 14173189, 0.00%) |
74 (vs. 74, 0.00%) |
| MobileNetV2_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
67945 (vs. 70143, 3.13%↓) |
568928 (vs. 568928, 0.00%) |
4219653 (vs. 4219653, 0.00%) |
144 (vs. 144, 0.00%) |
| MobileSSD_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
49291 (vs. 47328, 4.15%↑) |
287600 (vs. 287600, 0.00%) |
18229253 (vs. 18229253, 0.00%) |
124 (vs. 124, 0.00%) |
| PoseNet_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
23377 (vs. 24246, 3.58%↓) |
142288 (vs. 142288, 0.00%) |
5195653 (vs. 5195653, 0.00%) |
48 (vs. 48, 0.00%) |
| MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
73089 (vs. 68984, 5.95%↑) |
84496 (vs. 84496, 0.00%) |
99926661 (vs. 99926661, 0.00%) |
728 (vs. 728, 0.00%) |
| MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
71611 (vs. 72012, 0.56%↓) |
93056 (vs. 93056, 0.00%) |
98443077 (vs. 98443077, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
280185 (vs. 285707, 1.93%↓) |
5843296 (vs. 5843296, 0.00%) |
32142341 (vs. 32142341, 0.00%) |
1102 (vs. 1102, 0.00%) |
| EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
100178 (vs. 98283, 1.93%↑) |
216304 (vs. 216304, 0.00%) |
164497708 (vs. 164497708, 0.00%) |
276 (vs. 276, 0.00%) |
| MiniLML12H384Uncased(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
28597 (vs. 30795, 7.14%↓) |
59344 (vs. 59344, 0.00%) |
133996207 (vs. 133996207, 0.00%) |
209 (vs. 209, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
36078 (vs. 35509, 1.60%↑) |
27920 (vs. 27920, 0.00%) |
652755092 (vs. 652755092, 0.00%) |
233 (vs. 233, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
34592 (vs. 33019, 4.76%↑) |
14736 (vs. 14736, 0.00%) |
652736084 (vs. 652736084, 0.00%) |
246 (vs. 246, 0.00%) |
| BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
35852 (vs. 36708, 2.33%↓) |
68608 (vs. 68608, 0.00%) |
533841087 (vs. 533841087, 0.00%) |
212 (vs. 212, 0.00%) |
| BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
35813 (vs. 32842, 9.05%↑) |
50128 (vs. 50128, 0.00%) |
1336025023 (vs. 1336025023, 0.00%) |
413 (vs. 413, 0.00%) |
| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
1547 (vs. 1425, 8.56%↑) |
9664 (vs. 9664, 0.00%) |
277497 (vs. 277497, 0.00%) |
1 (vs. 1, 0.00%) |
| PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
24822 (vs. 24768, 0.22%↑) |
107248 (vs. 107248, 0.00%) |
371397 (vs. 371397, 0.00%) |
87 (vs. 87, 0.00%) |
| MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
33347 (vs. 32789, 1.70%↑) |
96944 (vs. 96944, 0.00%) |
10398725 (vs. 10398725, 0.00%) |
147 (vs. 147, 0.00%) |
| DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
29718 (vs. 29212, 1.73%↑) |
113392 (vs. 113392, 0.00%) |
2921349 (vs. 2921349, 0.00%) |
144 (vs. 144, 0.00%) |
| EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
50839 (vs. 47856, 6.23%↑) |
269104 (vs. 269104, 0.00%) |
5219205 (vs. 5219205, 0.00%) |
148 (vs. 148, 0.00%) |
| MobileNetV1_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
21096 (vs. 16909, 24.76%↑) |
60288 (vs. 60288, 0.00%) |
17017925 (vs. 17017925, 0.00%) |
79 (vs. 79, 0.00%) |
| MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
29245 (vs. 28714, 1.85%↑) |
95248 (vs. 95248, 0.00%) |
14133765 (vs. 14133765, 0.00%) |
136 (vs. 136, 0.00%) |
| MobileNetV2_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
58895 (vs. 53618, 9.84%↑) |
330048 (vs. 330048, 0.00%) |
4003653 (vs. 4003653, 0.00%) |
213 (vs. 213, 0.00%) |
| MobileSSD_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
42597 (vs. 42186, 0.97%↑) |
136080 (vs. 136080, 0.00%) |
18361413 (vs. 18361413, 0.00%) |
223 (vs. 223, 0.00%) |
| PoseNet_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
15778 (vs. 15374, 2.63%↑) |
44208 (vs. 44208, 0.00%) |
5147973 (vs. 5147973, 0.00%) |
79 (vs. 79, 0.00%) |
| MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
90937 (vs. 88153, 3.16%↑) |
52400 (vs. 52400, 0.00%) |
100083141 (vs. 100083141, 0.00%) |
1786 (vs. 1786, 0.00%) |
| MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
87205 (vs. 79647, 9.49%↑) |
52832 (vs. 52832, 0.00%) |
98588357 (vs. 98588357, 0.00%) |
1762 (vs. 1762, 0.00%) |
| MobileBertSquad_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
247080 (vs. 240863, 2.58%↑) |
2610240 (vs. 2610240, 0.00%) |
29088325 (vs. 29088325, 0.00%) |
2160 (vs. 2160, 0.00%) |
| EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
115247 (vs. 108100, 6.61%↑) |
154864 (vs. 154864, 0.00%) |
169910060 (vs. 169910060, 0.00%) |
439 (vs. 439, 0.00%) |
| MiniLML12H384Uncased(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
38500 (vs. 37331, 3.13%↑) |
37936 (vs. 37936, 0.00%) |
219509935 (vs. 219509935, 0.00%) |
330 (vs. 330, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
47150 (vs. 44774, 5.31%↑) |
19328 (vs. 19328, 0.00%) |
992542612 (vs. 992542612, 0.00%) |
318 (vs. 318, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
41287 (vs. 42098, 1.93%↓) |
12864 (vs. 12864, 0.00%) |
992543572 (vs. 992543572, 0.00%) |
367 (vs. 367, 0.00%) |
| BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
44587 (vs. 44175, 0.93%↑) |
40144 (vs. 40144, 0.00%) |
875939327 (vs. 875939327, 0.00%) |
334 (vs. 334, 0.00%) |
| BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
54710 (vs. 53833, 1.63%↑) |
43840 (vs. 43840, 0.00%) |
1336053183 (vs. 1336053183, 0.00%) |
654 (vs. 654, 0.00%) |
| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
1653 (vs. 1524, 8.46%↑) |
9664 (vs. 9664, 0.00%) |
277497 (vs. 277497, 0.00%) |
1 (vs. 1, 0.00%) |
| PersonDetect_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
24310 (vs. 24538, 0.93%↓) |
99488 (vs. 99488, 0.00%) |
363653 (vs. 363653, 0.00%) |
87 (vs. 87, 0.00%) |
| MobileNetV3Small_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
32681 (vs. 33717, 3.07%↓) |
98656 (vs. 98656, 0.00%) |
10400453 (vs. 10400453, 0.00%) |
147 (vs. 147, 0.00%) |
| DeepLabV3_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
29844 (vs. 31553, 5.42%↓) |
117504 (vs. 117504, 0.00%) |
2925445 (vs. 2925445, 0.00%) |
144 (vs. 144, 0.00%) |
| EfficientNet_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
52526 (vs. 48108, 9.18%↑) |
257952 (vs. 257952, 0.00%) |
5208069 (vs. 5208069, 0.00%) |
148 (vs. 148, 0.00%) |
| MobileNetV1_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
20526 (vs. 18030, 13.84%↑) |
65376 (vs. 65376, 0.00%) |
17023045 (vs. 17023045, 0.00%) |
79 (vs. 79, 0.00%) |
| MobileNetV2_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
30828 (vs. 31228, 1.28%↓) |
99104 (vs. 99104, 0.00%) |
14137669 (vs. 14137669, 0.00%) |
136 (vs. 136, 0.00%) |
| MobileNetV2_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
58252 (vs. 56470, 3.16%↑) |
323792 (vs. 323792, 0.00%) |
3997381 (vs. 3997381, 0.00%) |
213 (vs. 213, 0.00%) |
| MobileSSD_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
42386 (vs. 39143, 8.29%↑) |
122656 (vs. 122656, 0.00%) |
18348037 (vs. 18348037, 0.00%) |
223 (vs. 223, 0.00%) |
| PoseNet_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
18231 (vs. 16410, 11.10%↑) |
47200 (vs. 47200, 0.00%) |
5150981 (vs. 5150981, 0.00%) |
79 (vs. 79, 0.00%) |
| MobileBertSquad_fp16(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
91126 (vs. 84819, 7.44%↑) |
38880 (vs. 38880, 0.00%) |
100069637 (vs. 100069637, 0.00%) |
1786 (vs. 1786, 0.00%) |
| MobileBertSquad_fp32(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
87594 (vs. 80053, 9.42%↑) |
39296 (vs. 39296, 0.00%) |
98574789 (vs. 98574789, 0.00%) |
1762 (vs. 1762, 0.00%) |
| MobileBertSquad_int8(tflite) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
236636 (vs. 237669, 0.43%↓) |
2599872 (vs. 2599872, 0.00%) |
29077957 (vs. 29077957, 0.00%) |
2160 (vs. 2160, 0.00%) |
| EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
112549 (vs. 104116, 8.10%↑) |
140240 (vs. 140240, 0.00%) |
169895468 (vs. 169895468, 0.00%) |
439 (vs. 439, 0.00%) |
| MiniLML12H384Uncased(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
40133 (vs. 36076, 11.25%↑) |
33904 (vs. 33904, 0.00%) |
219505903 (vs. 219505903, 0.00%) |
330 (vs. 330, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
46530 (vs. 44625, 4.27%↑) |
18640 (vs. 18640, 0.00%) |
992541972 (vs. 992541972, 0.00%) |
318 (vs. 318, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
46839 (vs. 45373, 3.23%↑) |
12336 (vs. 12336, 0.00%) |
992543060 (vs. 992543060, 0.00%) |
367 (vs. 367, 0.00%) |
| BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
46047 (vs. 46585, 1.15%↓) |
34928 (vs. 34928, 0.00%) |
875934143 (vs. 875934143, 0.00%) |
334 (vs. 334, 0.00%) |
| BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
56876 (vs. 54720, 3.94%↑) |
39360 (vs. 39360, 0.00%) |
1336048703 (vs. 1336048703, 0.00%) |
654 (vs. 654, 0.00%) |
| EfficientNetV2STF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
91751 (vs. 86942, 5.53%↑) |
844192 (vs. 844192, 0.00%) |
165158932 (vs. 165158932, 0.00%) |
276 (vs. 276, 0.00%) |
| MiniLML12H384Uncased(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
23898 (vs. 25041, 4.56%↓) |
145212 (vs. 145212, 0.00%) |
134088431 (vs. 134088431, 0.00%) |
209 (vs. 209, 0.00%) |
| BertForMaskedLMTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
34951 (vs. 32813, 6.52%↑) |
227968 (vs. 227968, 0.00%) |
534005858 (vs. 534005858, 0.00%) |
212 (vs. 212, 0.00%) |
| BertLargeTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
32381 (vs. 35097, 7.74%↓) |
130852 (vs. 130852, 0.00%) |
1336110955 (vs. 1336110955, 0.00%) |
413 (vs. 413, 0.00%) |
| matmul_3456x1024x2048_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1928 (vs. 1453, 32.69%↑) |
30540 (vs. 30540, 0.00%) |
41263 (vs. 41263, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_3456x1024x2048_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1896 (vs. 1766, 7.36%↑) |
43516 (vs. 43516, 0.00%) |
54239 (vs. 54239, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_2560x2560x2560_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1804 (vs. 1645, 9.67%↑) |
28492 (vs. 28492, 0.00%) |
39151 (vs. 39151, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_2560x2560x2560_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1946 (vs. 1701, 14.40%↑) |
39892 (vs. 39892, 0.00%) |
50551 (vs. 50551, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2216 (vs. 2108, 5.12%↑) |
85344 (vs. 85344, 0.00%) |
96003 (vs. 96003, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2162 (vs. 2187, 1.14%↓) |
88224 (vs. 88224, 0.00%) |
98947 (vs. 98947, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2525 (vs. 2636, 4.21%↓) |
82792 (vs. 82792, 0.00%) |
93515 (vs. 93515, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1995 (vs. 1819, 9.68%↑) |
49772 (vs. 49772, 0.00%) |
60494 (vs. 60494, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_128x256x8192_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats] |
1031 (vs. 923, 11.70%↑) |
8828 (vs. 8828, 0.00%) |
26181 (vs. 26181, 0.00%) |
2 (vs. 2, 0.00%) |
| matmul_128x256x8192_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats] |
1037 (vs. 853, 21.57%↑) |
9784 (vs. 9784, 0.00%) |
27137 (vs. 27137, 0.00%) |
2 (vs. 2, 0.00%) |
| MiniLML12H384Uncased(stablehlo) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
28461 (vs. 29917, 4.87%↓) |
50552 (vs. 50552, 0.00%) |
133987441 (vs. 133987441, 0.00%) |
209 (vs. 209, 0.00%) |
| DeepLabV3_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
20105 (vs. 20223, 0.58%↓) |
42840 (vs. 42840, 0.00%) |
2824263 (vs. 2824263, 0.00%) |
79 (vs. 79, 0.00%) |
| EfficientNet_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
42453 (vs. 43554, 2.53%↓) |
185480 (vs. 185480, 0.00%) |
5108871 (vs. 5108871, 0.00%) |
89 (vs. 89, 0.00%) |
| MobileBertSquad_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
71359 (vs. 68329, 4.43%↑) |
49416 (vs. 49416, 0.00%) |
98399431 (vs. 98399431, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
244887 (vs. 239224, 2.37%↑) |
2108296 (vs. 2108296, 0.00%) |
28407303 (vs. 28407303, 0.00%) |
1102 (vs. 1102, 0.00%) |
| MobileNetV1_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
18426 (vs. 14065, 31.01%↑) |
50984 (vs. 50984, 0.00%) |
16976263 (vs. 16976263, 0.00%) |
65 (vs. 65, 0.00%) |
| MobileNetV2_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
52204 (vs. 47369, 10.21%↑) |
217032 (vs. 217032, 0.00%) |
3867719 (vs. 3867719, 0.00%) |
144 (vs. 144, 0.00%) |
| PersonDetect_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
20003 (vs. 18340, 9.07%↑) |
58936 (vs. 58936, 0.00%) |
314759 (vs. 314759, 0.00%) |
60 (vs. 60, 0.00%) |
| EfficientNet_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
55409 (vs. 52283, 5.98%↑) |
390748 (vs. 390748, 0.00%) |
5314183 (vs. 5314183, 0.00%) |
89 (vs. 89, 0.00%) |
| MobileBertSquad_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
279851 (vs. 271793, 2.96%↑) |
2116860 (vs. 2116860, 0.00%) |
28415879 (vs. 28415879, 0.00%) |
1102 (vs. 1102, 0.00%) |
| PersonDetect_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
21852 (vs. 21417, 2.03%↑) |
124428 (vs. 124428, 0.00%) |
380231 (vs. 380231, 0.00%) |
60 (vs. 60, 0.00%) |
| MobileNetV2_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
64576 (vs. 55027, 17.35%↑) |
328664 (vs. 328664, 0.00%) |
3979399 (vs. 3979399, 0.00%) |
144 (vs. 144, 0.00%) |
| DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
21106 (vs. 21598, 2.28%↓) |
56272 (vs. 56272, 0.00%) |
2837637 (vs. 2837637, 0.00%) |
79 (vs. 79, 0.00%) |
| MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
45999 (vs. 46910, 1.94%↓) |
32912 (vs. 32912, 0.00%) |
98382917 (vs. 98382917, 0.00%) |
704 (vs. 704, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
33961 (vs. 34307, 1.01%↓) |
20320 (vs. 20320, 0.00%) |
652747476 (vs. 652747476, 0.00%) |
233 (vs. 233, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
33447 (vs. 34675, 3.54%↓) |
9024 (vs. 9024, 0.00%) |
652730324 (vs. 652730324, 0.00%) |
246 (vs. 246, 0.00%) |
| MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
279301 (vs. 275925, 1.22%↑) |
4387712 (vs. 4387712, 0.00%) |
30686725 (vs. 30686725, 0.00%) |
1102 (vs. 1102, 0.00%) |
| Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
107143 (vs. 102076, 4.96%↑) |
694624 (vs. 694624, 0.00%) |
88728645 (vs. 88728645, 0.00%) |
268 (vs. 268, 0.00%) |
| DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
24642 (vs. 22626, 8.91%↑) |
49984 (vs. 49984, 0.00%) |
2848965 (vs. 2848965, 0.00%) |
144 (vs. 144, 0.00%) |
| MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
87341 (vs. 79683, 9.61%↑) |
21600 (vs. 21600, 0.00%) |
98557061 (vs. 98557061, 0.00%) |
1762 (vs. 1762, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
44394 (vs. 44766, 0.83%↓) |
11040 (vs. 11040, 0.00%) |
992509844 (vs. 992509844, 0.00%) |
318 (vs. 318, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
46635 (vs. 47912, 2.67%↓) |
9232 (vs. 9232, 0.00%) |
992515476 (vs. 992515476, 0.00%) |
367 (vs. 367, 0.00%) |
| MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
221222 (vs. 217689, 1.62%↑) |
1372976 (vs. 1372976, 0.00%) |
27851077 (vs. 27851077, 0.00%) |
2160 (vs. 2160, 0.00%) |
| Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
83735 (vs. 79317, 5.57%↑) |
125600 (vs. 125600, 0.00%) |
88155333 (vs. 88155333, 0.00%) |
386 (vs. 386, 0.00%) |
| DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
22122 (vs. 22881, 3.32%↓) |
41008 (vs. 41008, 0.00%) |
2840005 (vs. 2840005, 0.00%) |
144 (vs. 144, 0.00%) |
| MobileBertSquad_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
80375 (vs. 76241, 5.42%↑) |
22096 (vs. 22096, 0.00%) |
98557509 (vs. 98557509, 0.00%) |
1762 (vs. 1762, 0.00%) |
| GPT2_117M_TF_1X4XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
47821 (vs. 43471, 10.01%↑) |
10640 (vs. 10640, 0.00%) |
992509460 (vs. 992509460, 0.00%) |
318 (vs. 318, 0.00%) |
| GPT2_117M_TF_1X1XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
40714 (vs. 39356, 3.45%↑) |
8928 (vs. 8928, 0.00%) |
992515156 (vs. 992515156, 0.00%) |
367 (vs. 367, 0.00%) |
| MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
218979 (vs. 214882, 1.91%↑) |
1379904 (vs. 1379904, 0.00%) |
27857989 (vs. 27857989, 0.00%) |
2160 (vs. 2160, 0.00%) |
| Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
74770 (vs. 69334, 7.84%↑) |
128848 (vs. 128848, 0.00%) |
88158533 (vs. 88158533, 0.00%) |
386 (vs. 386, 0.00%) |
| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1174 (vs. 1006, 16.70%↑) |
3872 (vs. 3872, 0.00%) |
271673 (vs. 271673, 0.00%) |
1 (vs. 1, 0.00%) |
| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
2008 (vs. 1888, 6.36%↑) |
4480 (vs. 4480, 0.00%) |
273605 (vs. 273605, 0.00%) |
4 (vs. 4, 0.00%) |
| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
1589 (vs. 1460, 8.84%↑) |
6512 (vs. 6512, 0.00%) |
275653 (vs. 275653, 0.00%) |
4 (vs. 4, 0.00%) |
| MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats] |
63984 (vs. 61792, 3.55%↑) |
246320 (vs. 246320, 0.00%) |
98597530 (vs. 98597530, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,compile-stats] |
71752 (vs. 67876, 5.71%↑) |
246320 (vs. 246320, 0.00%) |
98597530 (vs. 98597530, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats] |
70955 (vs. 67319, 5.40%↑) |
143012 (vs. 143012, 0.00%) |
98493753 (vs. 98493753, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,demote-f32-to-f16,compile-stats] |
110022 (vs. 96846, 13.61%↑) |
3004452 (vs. 3004452, 0.00%) |
52898580 (vs. 52898580, 0.00%) |
728 (vs. 728, 0.00%) |
| MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][default-flags,compile-stats] |
191171 (vs. 186646, 2.42%↑) |
6756400 (vs. 6756400, 0.00%) |
33056470 (vs. 33056470, 0.00%) |
1102 (vs. 1102, 0.00%) |
| MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats] |
67076 (vs. 63938, 4.91%↑) |
143012 (vs. 143012, 0.00%) |
98493881 (vs. 98493881, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,demote-f32-to-f16,compile-stats] |
89717 (vs. 80762, 11.09%↑) |
3008480 (vs. 3008480, 0.00%) |
52905492 (vs. 52905492, 0.00%) |
728 (vs. 728, 0.00%) |
| MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats] |
195614 (vs. 186090, 5.12%↑) |
6736144 (vs. 6736144, 0.00%) |
33024150 (vs. 33024150, 0.00%) |
1102 (vs. 1102, 0.00%) |
| MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats] |
107219 (vs. 102367, 4.74%↑) |
143012 (vs. 143012, 0.00%) |
99716025 (vs. 99716025, 0.00%) |
704 (vs. 704, 0.00%) |
| MobileBertSquad_fp16(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,demote-f32-to-f16,compile-stats] |
127144 (vs. 121952, 4.26%↑) |
3008480 (vs. 3008480, 0.00%) |
54169300 (vs. 54169300, 0.00%) |
728 (vs. 728, 0.00%) |
| MobileBertSquad_int8(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats] |
297165 (vs. 296318, 0.29%↑) |
6736144 (vs. 6736144, 0.00%) |
34937238 (vs. 34937238, 0.00%) |
1102 (vs. 1102, 0.00%) |
| MobileNetV2_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags,compile-stats] |
21951 (vs. 23073, 4.86%↓) |
208629 (vs. 208629, 0.00%) |
14213630 (vs. 14213630, 0.00%) |
172 (vs. 172, 0.00%) |
| MobileNetV3Small_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags,compile-stats] |
33216 (vs. 32339, 2.71%↑) |
311349 (vs. 311349, 0.00%) |
10551678 (vs. 10551678, 0.00%) |
210 (vs. 210, 0.00%) |
