Upload Date | January 25 2023 10:27 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3 |
Model | iPhone 13 Pro |
Model ID | iPhone14,2 |
Motherboard | D63AP |
CPU Information | |
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Name | Apple A15 Bionic |
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 | 5.52 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
790
84.7 IPS |
|
Image Classification (F16)
|
100% |
790
84.7 IPS |
|
Image Classification (I8)
|
81% |
461
49.3 IPS |
|
Image Segmentation (F32)
|
100% |
1175
7.26 IPS |
|
Image Segmentation (F16)
|
100% |
1186
7.32 IPS |
|
Image Segmentation (I8)
|
89% |
1469
9.08 IPS |
|
Pose Estimation (F32)
|
100% |
458
1.85 IPS |
|
Pose Estimation (F16)
|
100% |
445
1.80 IPS |
|
Pose Estimation (I8)
|
80% |
517
2.09 IPS |
|
Object Detection (F32)
|
100% |
1144
40.1 IPS |
|
Object Detection (F16)
|
100% |
1159
40.7 IPS |
|
Object Detection (I8)
|
52% |
756
26.5 IPS |
|
Face Detection (F32)
|
100% |
1406
16.2 IPS |
|
Face Detection (F16)
|
100% |
1376
15.8 IPS |
|
Face Detection (I8)
|
75% |
848
9.74 IPS |
|
Text Classification (F32)
|
100% |
1171
463.0 IPS |
|
Text Classification (F16)
|
100% |
1141
451.3 IPS |
|
Machine Translation (F32)
|
100% |
2035
313.6 IPS |
|
Machine Translation (F16)
|
100% |
2040
314.4 IPS |