matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1532 (vs. 1462, 4.79%↑) |
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] |
25239 (vs. 24013, 5.11%↑) |
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] |
41307 (vs. 43777, 5.64%↓) |
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] |
37167 (vs. 37437, 0.72%↓) |
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] |
65393 (vs. 65342, 0.08%↑) |
680016 (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] |
23953 (vs. 27859, 14.02%↓) |
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] |
37701 (vs. 35600, 5.90%↑) |
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] |
73809 (vs. 75837, 2.67%↓) |
569008 (vs. 568928, 0.01%↑) |
4219717 (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] |
53685 (vs. 49933, 7.51%↑) |
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] |
22863 (vs. 23884, 4.27%↓) |
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] |
77465 (vs. 75099, 3.15%↑) |
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] |
77041 (vs. 77539, 0.64%↓) |
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] |
298077 (vs. 292685, 1.84%↑) |
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] |
112502 (vs. 114259, 1.54%↓) |
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] |
32318 (vs. 29166, 10.81%↑) |
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] |
41202 (vs. 41406, 0.49%↓) |
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] |
35567 (vs. 38681, 8.05%↓) |
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] |
40057 (vs. 39740, 0.80%↑) |
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] |
37910 (vs. 36709, 3.27%↑) |
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] |
1519 (vs. 1326, 14.56%↑) |
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] |
24347 (vs. 25159, 3.23%↓) |
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] |
34457 (vs. 34080, 1.11%↑) |
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] |
35035 (vs. 30261, 15.78%↑) |
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] |
52756 (vs. 51386, 2.67%↑) |
269120 (vs. 269104, 0.01%↑) |
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] |
20748 (vs. 20528, 1.07%↑) |
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] |
35495 (vs. 31390, 13.08%↑) |
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] |
59703 (vs. 59396, 0.52%↑) |
330176 (vs. 330048, 0.04%↑) |
4003781 (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] |
51892 (vs. 41008, 26.54%↑) |
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] |
18874 (vs. 19484, 3.13%↓) |
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] |
98699 (vs. 95045, 3.84%↑) |
53488 (vs. 52400, 2.08%↑) |
100084229 (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] |
93013 (vs. 92168, 0.92%↑) |
53920 (vs. 52832, 2.06%↑) |
98589445 (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] |
265800 (vs. 255258, 4.13%↑) |
2610608 (vs. 2610240, 0.01%↑) |
29088709 (vs. 29088325, 0.00%↑) |
2160 (vs. 2160, 0.00%) |
EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
122804 (vs. 118362, 3.75%↑) |
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] |
38798 (vs. 41960, 7.54%↓) |
36480 (vs. 37936, 3.84%↓) |
219477487 (vs. 219509935, 0.01%↓) |
342 (vs. 330, 3.64%↑) |
GPT2_117M_TF_1X4XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
53745 (vs. 48592, 10.60%↑) |
18224 (vs. 19328, 5.71%↓) |
992542996 (vs. 992542612, 0.00%↑) |
330 (vs. 318, 3.77%↑) |
GPT2_117M_TF_1X1XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
46189 (vs. 43282, 6.72%↑) |
11392 (vs. 12864, 11.44%↓) |
992539860 (vs. 992543572, 0.00%↓) |
355 (vs. 367, 3.27%↓) |
BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
51599 (vs. 51201, 0.78%↑) |
38336 (vs. 40144, 4.50%↓) |
875869119 (vs. 875939327, 0.01%↓) |
346 (vs. 334, 3.59%↑) |
BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][experimental-flags,dt-only,compile-stats] |
60034 (vs. 60359, 0.54%↓) |
41632 (vs. 43840, 5.04%↓) |
1336061759 (vs. 1336053183, 0.00%↑) |
678 (vs. 654, 3.67%↑) |
matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
1553 (vs. 1466, 5.93%↑) |
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] |
23805 (vs. 24963, 4.64%↓) |
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] |
36879 (vs. 34030, 8.37%↑) |
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] |
35374 (vs. 33843, 4.52%↑) |
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] |
55730 (vs. 54062, 3.09%↑) |
257968 (vs. 257952, 0.01%↑) |
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] |
23545 (vs. 23060, 2.10%↑) |
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] |
34100 (vs. 35108, 2.87%↓) |
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] |
62806 (vs. 59508, 5.54%↑) |
323920 (vs. 323792, 0.04%↑) |
3997509 (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] |
45886 (vs. 45016, 1.93%↑) |
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] |
19214 (vs. 19518, 1.56%↓) |
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] |
98941 (vs. 96476, 2.56%↑) |
39040 (vs. 38880, 0.41%↑) |
100069765 (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] |
94139 (vs. 92699, 1.55%↑) |
39456 (vs. 39296, 0.41%↑) |
98574981 (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] |
252409 (vs. 245264, 2.91%↑) |
2600320 (vs. 2599872, 0.02%↑) |
29078405 (vs. 29077957, 0.00%↑) |
2160 (vs. 2160, 0.00%) |
EfficientNetV2STF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
121029 (vs. 117415, 3.08%↑) |
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] |
40953 (vs. 39123, 4.68%↑) |
32480 (vs. 33904, 4.20%↓) |
219473455 (vs. 219505903, 0.01%↓) |
342 (vs. 330, 3.64%↑) |
GPT2_117M_TF_1X4XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
52850 (vs. 50443, 4.77%↑) |
18784 (vs. 18640, 0.77%↑) |
992543572 (vs. 992541972, 0.00%↑) |
330 (vs. 318, 3.77%↑) |
GPT2_117M_TF_1X1XI32(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
52876 (vs. 50131, 5.48%↑) |
11280 (vs. 12336, 8.56%↓) |
992539796 (vs. 992543060, 0.00%↓) |
355 (vs. 367, 3.27%↓) |
BertForMaskedLMTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
54280 (vs. 51471, 5.46%↑) |
33072 (vs. 34928, 5.31%↓) |
875863871 (vs. 875934143, 0.01%↓) |
346 (vs. 334, 3.59%↑) |
BertLargeTF(stablehlo) [x86_64-cascadelake-linux_gnu-llvm_cpu][default-flags,dt-uk,compile-stats] |
62509 (vs. 63457, 1.49%↓) |
37328 (vs. 39360, 5.16%↓) |
1336057407 (vs. 1336048703, 0.00%↑) |
678 (vs. 654, 3.67%↑) |
EfficientNetV2STF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
103467 (vs. 96277, 7.47%↑) |
843796 (vs. 844192, 0.05%↓) |
165158548 (vs. 165158932, 0.00%↓) |
276 (vs. 276, 0.00%) |
MiniLML12H384Uncased(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
26526 (vs. 25247, 5.07%↑) |
145080 (vs. 145212, 0.09%↓) |
134088303 (vs. 134088431, 0.00%↓) |
209 (vs. 209, 0.00%) |
BertForMaskedLMTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
38875 (vs. 37263, 4.33%↑) |
227480 (vs. 227968, 0.21%↓) |
534005410 (vs. 534005858, 0.00%↓) |
212 (vs. 212, 0.00%) |
BertLargeTF(stablehlo) [cuda-sm_80-linux_gnu-cuda][default-flags,compile-stats] |
36872 (vs. 35905, 2.69%↑) |
130704 (vs. 130852, 0.11%↓) |
1336110827 (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] |
1674 (vs. 1629, 2.76%↑) |
30556 (vs. 30540, 0.05%↑) |
41279 (vs. 41263, 0.04%↑) |
1 (vs. 1, 0.00%) |
matmul_3456x1024x2048_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2039 (vs. 1920, 6.20%↑) |
45028 (vs. 43516, 3.47%↑) |
55751 (vs. 54239, 2.79%↑) |
1 (vs. 1, 0.00%) |
matmul_2560x2560x2560_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1798 (vs. 1611, 11.61%↑) |
28524 (vs. 28492, 0.11%↑) |
39183 (vs. 39151, 0.08%↑) |
1 (vs. 1, 0.00%) |
matmul_2560x2560x2560_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
1910 (vs. 1755, 8.83%↑) |
41404 (vs. 39892, 3.79%↑) |
52063 (vs. 50551, 2.99%↑) |
1 (vs. 1, 0.00%) |
matmul_2564x2564x2564_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2282 (vs. 2292, 0.44%↓) |
86844 (vs. 85344, 1.76%↑) |
97503 (vs. 96003, 1.56%↑) |
1 (vs. 1, 0.00%) |
matmul_2562x2564x2562_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2284 (vs. 2118, 7.84%↑) |
89724 (vs. 88224, 1.70%↑) |
100447 (vs. 98947, 1.52%↑) |
1 (vs. 1, 0.00%) |
matmul_2562x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2805 (vs. 2585, 8.51%↑) |
84288 (vs. 82792, 1.81%↑) |
95011 (vs. 93515, 1.60%↑) |
1 (vs. 1, 0.00%) |
matmul_123x2561x2561_f32t_f32t_f32t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,compile-stats] |
2125 (vs. 1907, 11.43%↑) |
51328 (vs. 49772, 3.13%↑) |
62050 (vs. 60494, 2.57%↑) |
1 (vs. 1, 0.00%) |
matmul_128x256x8192_f16t_tile_config_default(linalg) [cuda-sm_80-linux_gnu-cuda][ukernel,matmul,splitk,compile-stats] |
1005 (vs. 904, 11.17%↑) |
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] |
964 (vs. 913, 5.59%↑) |
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] |
37487 (vs. 31853, 17.69%↑) |
50648 (vs. 50552, 0.19%↑) |
133987505 (vs. 133987441, 0.00%↑) |
209 (vs. 209, 0.00%) |
DeepLabV3_fp32(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
22239 (vs. 20586, 8.03%↑) |
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] |
42331 (vs. 43312, 2.26%↓) |
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] |
77723 (vs. 74032, 4.99%↑) |
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] |
259500 (vs. 255683, 1.49%↑) |
2108280 (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] |
18623 (vs. 20198, 7.80%↓) |
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] |
58882 (vs. 59840, 1.60%↓) |
217016 (vs. 217032, 0.01%↓) |
3867719 (vs. 3867719, 0.00%) |
144 (vs. 144, 0.00%) |
PersonDetect_int8(tflite) [riscv_64-generic-linux_gnu-llvm_cpu][default-flags,compile-stats] |
19757 (vs. 21361, 7.51%↓) |
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] |
56698 (vs. 55396, 2.35%↑) |
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] |
297818 (vs. 289497, 2.87%↑) |
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] |
22032 (vs. 21650, 1.76%↑) |
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] |
65721 (vs. 64271, 2.26%↑) |
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] |
21712 (vs. 21768, 0.26%↓) |
56176 (vs. 56272, 0.17%↓) |
2837573 (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] |
52178 (vs. 49651, 5.09%↑) |
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] |
39296 (vs. 35564, 10.49%↑) |
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] |
39567 (vs. 35153, 12.56%↑) |
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] |
287347 (vs. 292493, 1.76%↓) |
4387664 (vs. 4387712, 0.00%↓) |
30686661 (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] |
116316 (vs. 109850, 5.89%↑) |
694752 (vs. 694624, 0.02%↑) |
88728773 (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] |
28875 (vs. 25208, 14.55%↑) |
50080 (vs. 49984, 0.19%↑) |
2849093 (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] |
94248 (vs. 92322, 2.09%↑) |
21520 (vs. 21600, 0.37%↓) |
98556933 (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] |
48635 (vs. 48325, 0.64%↑) |
11552 (vs. 11040, 4.64%↑) |
992511764 (vs. 992509844, 0.00%↑) |
330 (vs. 318, 3.77%↑) |
GPT2_117M_TF_1X1XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
50435 (vs. 47455, 6.28%↑) |
9120 (vs. 9232, 1.21%↓) |
992513044 (vs. 992515476, 0.00%↓) |
355 (vs. 367, 3.27%↓) |
MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][default-flags,dt-uk,compile-stats] |
236176 (vs. 226749, 4.16%↑) |
1373344 (vs. 1372976, 0.03%↑) |
27851461 (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] |
90064 (vs. 88416, 1.86%↑) |
121904 (vs. 125600, 2.94%↓) |
88145797 (vs. 88155333, 0.01%↓) |
375 (vs. 386, 2.85%↓) |
DeepLabV3_fp32(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
24363 (vs. 23501, 3.67%↑) |
40992 (vs. 41008, 0.04%↓) |
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] |
86185 (vs. 84423, 2.09%↑) |
22064 (vs. 22096, 0.14%↓) |
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] |
48017 (vs. 48280, 0.54%↓) |
10720 (vs. 10640, 0.75%↑) |
992510932 (vs. 992509460, 0.00%↑) |
330 (vs. 318, 3.77%↑) |
GPT2_117M_TF_1X1XI32(stablehlo) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
44705 (vs. 43069, 3.80%↑) |
8688 (vs. 8928, 2.69%↓) |
992512596 (vs. 992515156, 0.00%↓) |
355 (vs. 367, 3.27%↓) |
MobileBertSquad_int8(tflite) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,dt-only,compile-stats] |
235048 (vs. 226208, 3.91%↑) |
1380480 (vs. 1379904, 0.04%↑) |
27858565 (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] |
79590 (vs. 79086, 0.64%↑) |
124400 (vs. 128848, 3.45%↓) |
88148293 (vs. 88158533, 0.01%↓) |
375 (vs. 386, 2.85%↓) |
matmul_256x256x2048_i8_i4_i32_tile_config_default(linalg) [armv8.2-a-generic-linux_android29-llvm_cpu][experimental-flags,no-dt,compile-stats] |
1261 (vs. 1093, 15.37%↑) |
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] |
2102 (vs. 1889, 11.28%↑) |
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] |
1794 (vs. 1466, 22.37%↑) |
6496 (vs. 6512, 0.25%↓) |
275653 (vs. 275653, 0.00%) |
4 (vs. 4, 0.00%) |
MobileBertSquad_fp32(tflite) [qualcomm-adreno-vulkan_android31-vulkan_spirv][default-flags,compile-stats] |
73905 (vs. 69095, 6.96%↑) |
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] |
76980 (vs. 75406, 2.09%↑) |
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] |
73552 (vs. 73482, 0.10%↑) |
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] |
108124 (vs. 131849, 17.99%↓) |
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] |
208691 (vs. 201195, 3.73%↑) |
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] |
75803 (vs. 71805, 5.57%↑) |
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] |
97590 (vs. 94120, 3.69%↑) |
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] |
207446 (vs. 195492, 6.11%↑) |
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] |
118895 (vs. 115150, 3.25%↑) |
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] |
135091 (vs. 131684, 2.59%↑) |
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] |
314304 (vs. 305824, 2.77%↑) |
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] |
24465 (vs. 22634, 8.09%↑) |
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] |
37050 (vs. 34814, 6.42%↑) |
311349 (vs. 311349, 0.00%) |
10551678 (vs. 10551678, 0.00%) |
210 (vs. 210, 0.00%) |