matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1545 (vs. 1386, 11.47%↑) |
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] |
22825 (vs. 21757, 4.91%↑) |
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] |
38219 (vs. 36975, 3.36%↑) |
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] |
32388 (vs. 34570, 6.31%↓) |
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] |
61007 (vs. 61875, 1.40%↓) |
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] |
24485 (vs. 22303, 9.78%↑) |
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] |
34471 (vs. 30354, 13.56%↑) |
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] |
71542 (vs. 60367, 18.51%↑) |
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] |
47859 (vs. 43270, 10.61%↑) |
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] |
24115 (vs. 20950, 15.11%↑) |
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] |
75134 (vs. 64999, 15.59%↑) |
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] |
68573 (vs. 63600, 7.82%↑) |
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] |
313944 (vs. 287315, 9.27%↑) |
6648592 (vs. 5843296, 13.78%↑) |
32943045 (vs. 32142341, 2.49%↑) |
1078 (vs. 1102, 2.18%↓) |
EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
105235 (vs. 100709, 4.49%↑) |
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] |
30788 (vs. 28442, 8.25%↑) |
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] |
37176 (vs. 33050, 12.48%↑) |
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] |
34670 (vs. 32353, 7.16%↑) |
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] |
36157 (vs. 35895, 0.73%↑) |
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] |
33122 (vs. 34753, 4.69%↓) |
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] |
1531 (vs. 1322, 15.81%↑) |
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] |
24770 (vs. 23026, 7.57%↑) |
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] |
33492 (vs. 31567, 6.10%↑) |
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] |
31327 (vs. 28878, 8.48%↑) |
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] |
47870 (vs. 45837, 4.44%↑) |
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] |
18351 (vs. 18654, 1.62%↓) |
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] |
29213 (vs. 26987, 8.25%↑) |
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] |
56185 (vs. 51044, 10.07%↑) |
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] |
39678 (vs. 40612, 2.30%↓) |
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] |
15181 (vs. 14999, 1.21%↑) |
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] |
91665 (vs. 83762, 9.44%↑) |
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] |
82208 (vs. 83380, 1.41%↓) |
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] |
282699 (vs. 248492, 13.77%↑) |
3415536 (vs. 2610240, 30.85%↑) |
29889029 (vs. 29088325, 2.75%↑) |
2136 (vs. 2160, 1.11%↓) |
EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
108785 (vs. 103428, 5.18%↑) |
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] |
38542 (vs. 36581, 5.36%↑) |
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] |
50314 (vs. 43137, 16.64%↑) |
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] |
44384 (vs. 40923, 8.46%↑) |
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] |
46831 (vs. 43156, 8.52%↑) |
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] |
52359 (vs. 49435, 5.91%↑) |
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] |
1585 (vs. 1320, 20.08%↑) |
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] |
29016 (vs. 24058, 20.61%↑) |
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] |
32674 (vs. 31832, 2.65%↑) |
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] |
30324 (vs. 29179, 3.92%↑) |
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] |
49577 (vs. 47587, 4.18%↑) |
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] |
21118 (vs. 19233, 9.80%↑) |
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] |
30385 (vs. 28228, 7.64%↑) |
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] |
57488 (vs. 58563, 1.84%↓) |
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] |
43127 (vs. 37200, 15.93%↑) |
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] |
16535 (vs. 17689, 6.52%↓) |
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] |
92814 (vs. 82457, 12.56%↑) |
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] |
90032 (vs. 77528, 16.13%↑) |
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] |
274308 (vs. 238669, 14.93%↑) |
3405104 (vs. 2599872, 30.97%↑) |
29878597 (vs. 29077957, 2.75%↑) |
2136 (vs. 2160, 1.11%↓) |
EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
113340 (vs. 103989, 8.99%↑) |
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] |
38118 (vs. 33811, 12.74%↑) |
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] |
51946 (vs. 43196, 20.26%↑) |
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] |
49232 (vs. 42281, 16.44%↑) |
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] |
49230 (vs. 43111, 14.19%↑) |
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] |
60208 (vs. 51077, 17.88%↑) |
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] |
95560 (vs. 83895, 13.90%↑) |
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] |
26026 (vs. 21694, 19.97%↑) |
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] |
35542 (vs. 32846, 8.21%↑) |
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] |
35393 (vs. 34069, 3.89%↑) |
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] |
1682 (vs. 1712, 1.75%↓) |
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] |
1942 (vs. 1776, 9.35%↑) |
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] |
1645 (vs. 1390, 18.35%↑) |
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] |
1953 (vs. 1935, 0.93%↑) |
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] |
2362 (vs. 1961, 20.45%↑) |
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] |
2227 (vs. 2162, 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] |
2646 (vs. 2526, 4.75%↑) |
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] |
2013 (vs. 1970, 2.18%↑) |
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] |
884 (vs. 765, 15.56%↑) |
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] |
882 (vs. 945, 6.67%↓) |
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] |
31915 (vs. 28724, 11.11%↑) |
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] |
20299 (vs. 18361, 10.55%↑) |
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] |
39589 (vs. 41954, 5.64%↓) |
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] |
70134 (vs. 64092, 9.43%↑) |
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] |
364311 (vs. 242212, 50.41%↑) |
3602552 (vs. 2108296, 70.88%↑) |
29897031 (vs. 28407303, 5.24%↑) |
1078 (vs. 1102, 2.18%↓) |
MobileNetV1_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
18902 (vs. 18583, 1.72%↑) |
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] |
53288 (vs. 53138, 0.28%↑) |
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] |
18526 (vs. 18332, 1.06%↑) |
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] |
56710 (vs. 52638, 7.74%↑) |
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] |
427744 (vs. 279862, 52.84%↑) |
3810668 (vs. 2116860, 80.02%↑) |
30105159 (vs. 28415879, 5.94%↑) |
1078 (vs. 1102, 2.18%↓) |
PersonDetect_int8(tflite) [riscv_32-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
21135 (vs. 19355, 9.20%↑) |
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] |
58037 (vs. 55570, 4.44%↑) |
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] |
18299 (vs. 18476, 0.96%↓) |
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] |
45904 (vs. 45877, 0.06%↑) |
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] |
39778 (vs. 35663, 11.54%↑) |
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] |
36998 (vs. 34666, 6.73%↑) |
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] |
295610 (vs. 279221, 5.87%↑) |
4822752 (vs. 4387712, 9.91%↑) |
31117253 (vs. 30686725, 1.40%↑) |
1078 (vs. 1102, 2.18%↓) |
Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
106374 (vs. 102949, 3.33%↑) |
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] |
25933 (vs. 25510, 1.66%↑) |
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] |
85552 (vs. 79697, 7.35%↑) |
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] |
46853 (vs. 43460, 7.81%↑) |
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] |
46435 (vs. 40783, 13.86%↑) |
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] |
235886 (vs. 215325, 9.55%↑) |
1807936 (vs. 1372976, 31.68%↑) |
28281413 (vs. 27851077, 1.55%↑) |
2136 (vs. 2160, 1.11%↓) |
Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
79198 (vs. 80880, 2.08%↓) |
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] |
21901 (vs. 22515, 2.73%↓) |
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] |
78283 (vs. 77547, 0.95%↑) |
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] |
45914 (vs. 40477, 13.43%↑) |
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] |
41015 (vs. 38440, 6.70%↑) |
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] |
234745 (vs. 219168, 7.11%↑) |
1814848 (vs. 1379904, 31.52%↑) |
28288325 (vs. 27857989, 1.54%↑) |
2136 (vs. 2160, 1.11%↓) |
Vit_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
68466 (vs. 71944, 4.83%↓) |
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] |
1096 (vs. 1045, 4.88%↑) |
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] |
1942 (vs. 1858, 4.52%↑) |
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] |
1605 (vs. 1538, 4.36%↑) |
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] |
67500 (vs. 65392, 3.22%↑) |
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] |
69153 (vs. 68666, 0.71%↑) |
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] |
66325 (vs. 65857, 0.71%↑) |
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] |
99910 (vs. 93058, 7.36%↑) |
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] |
189540 (vs. 178661, 6.09%↑) |
6937016 (vs. 6756400, 2.67%↑) |
33232105 (vs. 33056470, 0.53%↑) |
1078 (vs. 1102, 2.18%↓) |
MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,compile-stats] |
70716 (vs. 60351, 17.17%↑) |
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] |
85336 (vs. 82256, 3.74%↑) |
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] |
192048 (vs. 179199, 7.17%↑) |
6919196 (vs. 6736144, 2.72%↑) |
33202857 (vs. 33024150, 0.54%↑) |
1078 (vs. 1102, 2.18%↓) |
MobileBertSquad_fp32(tflite) [arm-valhall-vulkan_android31-vulkan_spirv][experimental-flags,fuse-padding,max-concurrency,repeated-kernel,compile-stats] |
109708 (vs. 106112, 3.39%↑) |
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] |
126913 (vs. 124208, 2.18%↑) |
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] |
299729 (vs. 298395, 0.45%↑) |
6919196 (vs. 6736144, 2.72%↑) |
35074217 (vs. 34937238, 0.39%↑) |
1078 (vs. 1102, 2.18%↓) |
MobileNetV2_fp32(tflite) [vmvx-generic-vmvx-vmvx][experimental-flags,compile-stats] |
22864 (vs. 21229, 7.70%↑) |
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] |
30975 (vs. 30360, 2.03%↑) |
311349 (vs. 311349, 0.00%) |
10551678 (vs. 10551678, 0.00%) |
210 (vs. 210, 0.00%) |