Upload Date | October 21 2021 06:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone14,4 |
Model ID | iPhone14,4 |
Motherboard | D16AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.61 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
795
85.1 IPS |
|
Image Classification (F16)
|
100% |
764
81.9 IPS |
|
Image Classification (I8)
|
81% |
479
51.3 IPS |
|
Image Segmentation (F32)
|
100% |
1091
6.74 IPS |
|
Image Segmentation (F16)
|
100% |
1058
6.54 IPS |
|
Image Segmentation (I8)
|
89% |
1437
8.88 IPS |
|
Pose Estimation (F32)
|
100% |
414
1.68 IPS |
|
Pose Estimation (F16)
|
100% |
411
1.66 IPS |
|
Pose Estimation (I8)
|
80% |
477
1.93 IPS |
|
Object Detection (F32)
|
100% |
1072
37.6 IPS |
|
Object Detection (F16)
|
100% |
1080
37.9 IPS |
|
Object Detection (I8)
|
52% |
762
26.7 IPS |
|
Face Detection (F32)
|
100% |
1314
15.1 IPS |
|
Face Detection (F16)
|
100% |
1269
14.6 IPS |
|
Face Detection (I8)
|
75% |
853
9.80 IPS |
|
Text Classification (F32)
|
100% |
1129
446.7 IPS |
|
Text Classification (F16)
|
100% |
1329
525.7 IPS |
|
Machine Translation (F32)
|
100% |
1985
305.9 IPS |
|
Machine Translation (F16)
|
100% |
1973
304.1 IPS |