| matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1667 (vs. 1373, 21.41%↑) |
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] |
24141 (vs. 22517, 7.21%↑) |
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] |
42854 (vs. 42021, 1.98%↑) |
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] |
30293 (vs. 36458, 16.91%↓) |
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] |
58717 (vs. 61682, 4.81%↓) |
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] |
28290 (vs. 22395, 26.32%↑) |
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] |
31694 (vs. 35493, 10.70%↓) |
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] |
63370 (vs. 64315, 1.47%↓) |
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] |
53208 (vs. 48130, 10.55%↑) |
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] |
25533 (vs. 23339, 9.40%↑) |
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] |
64970 (vs. 70348, 7.64%↓) |
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] |
67765 (vs. 72124, 6.04%↓) |
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] |
279518 (vs. 288262, 3.03%↓) |
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] |
101671 (vs. 104332, 2.55%↓) |
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] |
31261 (vs. 33190, 5.81%↓) |
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] |
36802 (vs. 34832, 5.66%↑) |
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] |
30593 (vs. 31128, 1.72%↓) |
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] |
38274 (vs. 39199, 2.36%↓) |
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] |
31582 (vs. 38808, 18.62%↓) |
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] |
1649 (vs. 1359, 21.34%↑) |
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] |
22100 (vs. 26605, 16.93%↓) |
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] |
33964 (vs. 32964, 3.03%↑) |
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] |
26124 (vs. 29310, 10.87%↓) |
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] |
49229 (vs. 48475, 1.56%↑) |
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] |
18213 (vs. 18496, 1.53%↓) |
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] |
31046 (vs. 30252, 2.62%↑) |
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] |
53914 (vs. 55964, 3.66%↓) |
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] |
42547 (vs. 43730, 2.71%↓) |
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] |
15891 (vs. 16867, 5.79%↓) |
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] |
85660 (vs. 88421, 3.12%↓) |
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] |
84363 (vs. 84235, 0.15%↑) |
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] |
240443 (vs. 252326, 4.71%↓) |
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] |
107673 (vs. 114110, 5.64%↓) |
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] |
36250 (vs. 36269, 0.05%↓) |
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] |
42104 (vs. 43196, 2.53%↓) |
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] |
39664 (vs. 40524, 2.12%↓) |
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] |
45146 (vs. 45548, 0.88%↓) |
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] |
53778 (vs. 53729, 0.09%↑) |
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] |
1618 (vs. 1502, 7.72%↑) |
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] |
24317 (vs. 26360, 7.75%↓) |
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] |
33156 (vs. 35192, 5.79%↓) |
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] |
28646 (vs. 34459, 16.87%↓) |
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] |
48886 (vs. 49212, 0.66%↓) |
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] |
18589 (vs. 19833, 6.27%↓) |
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] |
30827 (vs. 30440, 1.27%↑) |
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] |
57243 (vs. 59631, 4.00%↓) |
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] |
43487 (vs. 43323, 0.38%↑) |
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] |
17157 (vs. 19185, 10.57%↓) |
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] |
81894 (vs. 89434, 8.43%↓) |
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] |
84826 (vs. 89049, 4.74%↓) |
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] |
228010 (vs. 242646, 6.03%↓) |
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] |
109785 (vs. 111783, 1.79%↓) |
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] |
40362 (vs. 38513, 4.80%↑) |
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] |
46210 (vs. 45915, 0.64%↑) |
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] |
48738 (vs. 46486, 4.84%↑) |
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] |
47430 (vs. 49740, 4.64%↓) |
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] |
61156 (vs. 53159, 15.04%↑) |
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] |
89075 (vs. 97956, 9.07%↓) |
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] |
22817 (vs. 25713, 11.26%↓) |
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] |
33946 (vs. 35234, 3.66%↓) |
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] |
33509 (vs. 32937, 1.74%↑) |
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] |
1633 (vs. 1501, 8.79%↑) |
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] |
1994 (vs. 1839, 8.43%↑) |
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] |
1602 (vs. 1443, 11.02%↑) |
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] |
1861 (vs. 1780, 4.55%↑) |
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] |
2234 (vs. 2010, 11.14%↑) |
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] |
2234 (vs. 1990, 12.26%↑) |
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] |
2536 (vs. 2556, 0.78%↓) |
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] |
2057 (vs. 1915, 7.42%↑) |
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] |
912 (vs. 902, 1.11%↑) |
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] |
1058 (vs. 927, 14.13%↑) |
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] |
32235 (vs. 30266, 6.51%↑) |
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] |
19282 (vs. 21164, 8.89%↓) |
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] |
40129 (vs. 42228, 4.97%↓) |
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] |
63931 (vs. 69619, 8.17%↓) |
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] |
234614 (vs. 244158, 3.91%↓) |
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] |
16511 (vs. 16414, 0.59%↑) |
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] |
48979 (vs. 53256, 8.03%↓) |
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] |
17390 (vs. 20327, 14.45%↓) |
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] |
50816 (vs. 50985, 0.33%↓) |
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] |
271833 (vs. 286274, 5.04%↓) |
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] |
20453 (vs. 25353, 19.33%↓) |
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] |
58921 (vs. 62663, 5.97%↓) |
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] |
19064 (vs. 22021, 13.43%↓) |
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] |
47181 (vs. 47842, 1.38%↓) |
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] |
36299 (vs. 35022, 3.65%↑) |
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] |
34298 (vs. 33964, 0.98%↑) |
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] |
270382 (vs. 289032, 6.45%↓) |
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] |
103351 (vs. 107750, 4.08%↓) |
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] |
23682 (vs. 27588, 14.16%↓) |
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] |
83788 (vs. 85836, 2.39%↓) |
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] |
41268 (vs. 43454, 5.03%↓) |
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] |
48303 (vs. 44070, 9.61%↑) |
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] |
211263 (vs. 224297, 5.81%↓) |
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] |
79167 (vs. 85303, 7.19%↓) |
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] |
21890 (vs. 23767, 7.90%↓) |
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] |
77175 (vs. 79957, 3.48%↓) |
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] |
42767 (vs. 44220, 3.29%↓) |
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] |
39720 (vs. 39343, 0.96%↑) |
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] |
211888 (vs. 220690, 3.99%↓) |
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] |
67742 (vs. 70870, 4.41%↓) |
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] |
1273 (vs. 993, 28.20%↑) |
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] |
2081 (vs. 2061, 0.97%↑) |
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] |
1597 (vs. 1490, 7.18%↑) |
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] |
62759 (vs. 65722, 4.51%↓) |
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] |
63310 (vs. 71425, 11.36%↓) |
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] |
72473 (vs. 69284, 4.60%↑) |
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] |
94960 (vs. 104257, 8.92%↓) |
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] |
188108 (vs. 195068, 3.57%↓) |
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] |
65823 (vs. 68346, 3.69%↓) |
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] |
79979 (vs. 89144, 10.28%↓) |
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] |
188648 (vs. 193306, 2.41%↓) |
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] |
103157 (vs. 105628, 2.34%↓) |
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] |
122703 (vs. 126490, 2.99%↓) |
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] |
291684 (vs. 304314, 4.15%↓) |
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] |
21554 (vs. 21167, 1.83%↑) |
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] |
34016 (vs. 33107, 2.75%↑) |
311349 (vs. 311349, 0.00%) |
10551678 (vs. 10551678, 0.00%) |
210 (vs. 210, 0.00%) |
