matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1312 (vs. 1586, 17.28%↓) |
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] |
24542 (vs. 24404, 0.57%↑) |
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] |
35863 (vs. 41037, 12.61%↓) |
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] |
35386 (vs. 36785, 3.80%↓) |
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] |
62042 (vs. 61825, 0.35%↑) |
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] |
20391 (vs. 26475, 22.98%↓) |
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] |
35647 (vs. 30848, 15.56%↑) |
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] |
67046 (vs. 72758, 7.85%↓) |
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] |
45620 (vs. 45598, 0.05%↑) |
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] |
22035 (vs. 26602, 17.17%↓) |
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] |
68510 (vs. 76778, 10.77%↓) |
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] |
62506 (vs. 73213, 14.62%↓) |
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] |
288597 (vs. 291294, 0.93%↓) |
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] |
93152 (vs. 106731, 12.72%↓) |
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] |
28479 (vs. 27645, 3.02%↑) |
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] |
38980 (vs. 37968, 2.67%↑) |
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] |
37788 (vs. 35545, 6.31%↑) |
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] |
37094 (vs. 40250, 7.84%↓) |
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] |
35135 (vs. 35545, 1.15%↓) |
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] |
1400 (vs. 1634, 14.32%↓) |
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] |
22979 (vs. 25346, 9.34%↓) |
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] |
28212 (vs. 31913, 11.60%↓) |
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] |
32651 (vs. 33354, 2.11%↓) |
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] |
50690 (vs. 49077, 3.29%↑) |
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] |
17247 (vs. 20883, 17.41%↓) |
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] |
30055 (vs. 28797, 4.37%↑) |
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] |
59167 (vs. 59028, 0.24%↑) |
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] |
42601 (vs. 43860, 2.87%↓) |
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] |
14853 (vs. 15979, 7.05%↓) |
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] |
86215 (vs. 96322, 10.49%↓) |
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] |
85793 (vs. 92703, 7.45%↓) |
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] |
245087 (vs. 250755, 2.26%↓) |
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] |
111017 (vs. 118268, 6.13%↓) |
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] |
36382 (vs. 36563, 0.50%↓) |
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] |
45512 (vs. 51376, 11.41%↓) |
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] |
42490 (vs. 46272, 8.17%↓) |
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] |
51394 (vs. 44753, 14.84%↑) |
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] |
54313 (vs. 56169, 3.30%↓) |
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] |
1369 (vs. 1615, 15.23%↓) |
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] |
22695 (vs. 27950, 18.80%↓) |
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] |
29391 (vs. 38831, 24.31%↓) |
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] |
26803 (vs. 33687, 20.44%↓) |
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] |
46821 (vs. 49475, 5.36%↓) |
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] |
17441 (vs. 22800, 23.50%↓) |
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] |
28671 (vs. 31406, 8.71%↓) |
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] |
56091 (vs. 58514, 4.14%↓) |
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] |
42383 (vs. 42105, 0.66%↑) |
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] |
16104 (vs. 17027, 5.42%↓) |
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] |
85577 (vs. 91659, 6.64%↓) |
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] |
86323 (vs. 85774, 0.64%↑) |
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] |
229784 (vs. 242559, 5.27%↓) |
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] |
110955 (vs. 111568, 0.55%↓) |
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] |
37746 (vs. 41337, 8.69%↓) |
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] |
47745 (vs. 53924, 11.46%↓) |
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] |
47557 (vs. 46651, 1.94%↑) |
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] |
44936 (vs. 45786, 1.86%↓) |
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] |
55544 (vs. 63840, 12.99%↓) |
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] |
88671 (vs. 93520, 5.18%↓) |
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] |
23889 (vs. 25403, 5.96%↓) |
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] |
34310 (vs. 38269, 10.35%↓) |
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] |
36465 (vs. 35756, 1.98%↑) |
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] |
1324 (vs. 1593, 16.89%↓) |
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] |
1701 (vs. 1946, 12.59%↓) |
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] |
1531 (vs. 1745, 12.26%↓) |
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] |
1688 (vs. 1883, 10.36%↓) |
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] |
1938 (vs. 2089, 7.23%↓) |
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] |
2091 (vs. 2156, 3.01%↓) |
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] |
2489 (vs. 2576, 3.38%↓) |
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] |
1887 (vs. 1896, 0.47%↓) |
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] |
850 (vs. 1029, 17.40%↓) |
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] |
815 (vs. 1080, 24.54%↓) |
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] |
30039 (vs. 33384, 10.02%↓) |
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] |
19604 (vs. 20578, 4.73%↓) |
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] |
42783 (vs. 42998, 0.50%↓) |
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] |
70448 (vs. 67206, 4.82%↑) |
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] |
240885 (vs. 245259, 1.78%↓) |
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] |
14156 (vs. 16333, 13.33%↓) |
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] |
52691 (vs. 55781, 5.54%↓) |
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] |
17654 (vs. 19246, 8.27%↓) |
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] |
54601 (vs. 52492, 4.02%↑) |
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] |
279738 (vs. 287455, 2.68%↓) |
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] |
20256 (vs. 20874, 2.96%↓) |
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] |
59457 (vs. 63942, 7.01%↓) |
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] |
19761 (vs. 20909, 5.49%↓) |
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] |
48715 (vs. 47394, 2.79%↑) |
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] |
38209 (vs. 37291, 2.46%↑) |
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] |
37821 (vs. 37303, 1.39%↑) |
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] |
272219 (vs. 279005, 2.43%↓) |
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] |
106163 (vs. 112632, 5.74%↓) |
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] |
24848 (vs. 28626, 13.20%↓) |
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] |
85855 (vs. 90030, 4.64%↓) |
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] |
45982 (vs. 47828, 3.86%↓) |
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] |
46928 (vs. 54793, 14.35%↓) |
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] |
218856 (vs. 228368, 4.17%↓) |
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] |
74883 (vs. 85057, 11.96%↓) |
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] |
21010 (vs. 22169, 5.23%↓) |
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] |
77181 (vs. 79081, 2.40%↓) |
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] |
43926 (vs. 49864, 11.91%↓) |
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] |
40439 (vs. 45143, 10.42%↓) |
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] |
209285 (vs. 216791, 3.46%↓) |
1235968 (vs. 1235968, 0.00%) |
27714053 (vs. 27714053, 0.00%) |
2160 (vs. 2160, 0.00%) |
Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
71859 (vs. 69218, 3.82%↑) |
116368 (vs. 116368, 0.00%) |
88146053 (vs. 88146053, 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] |
969 (vs. 1245, 22.17%↓) |
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] |
1826 (vs. 1931, 5.44%↓) |
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] |
1295 (vs. 1362, 4.92%↓) |
3856 (vs. 3856, 0.00%) |
272965 (vs. 272965, 0.00%) |
4 (vs. 4, 0.00%) |
MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats] |
65389 (vs. 68139, 4.04%↓) |
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] |
68324 (vs. 72708, 6.03%↓) |
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] |
62599 (vs. 72102, 13.18%↓) |
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] |
95848 (vs. 95162, 0.72%↑) |
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] |
182618 (vs. 201010, 9.15%↓) |
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] |
60185 (vs. 71390, 15.70%↓) |
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] |
87409 (vs. 92049, 5.04%↓) |
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] |
183382 (vs. 201490, 8.99%↓) |
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] |
106021 (vs. 108456, 2.25%↓) |
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] |
121501 (vs. 129189, 5.95%↓) |
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] |
296452 (vs. 306603, 3.31%↓) |
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] |
22692 (vs. 21950, 3.38%↑) |
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] |
32173 (vs. 30348, 6.01%↑) |
311349 (vs. 311349, 0.00%) |
10551678 (vs. 10551678, 0.00%) |
210 (vs. 210, 0.00%) |