Upload Date | April 16 2025 09:52 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 15.8.4 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.95 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
276
29.6 IPS |
|
Image Classification (I8)
|
81% |
527
56.5 IPS |
|
Image Segmentation (F32)
|
100% |
490
3.03 IPS |
|
Image Segmentation (F16)
|
100% |
515
3.18 IPS |
|
Image Segmentation (I8)
|
89% |
930
5.74 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
185
0.75 IPS |
|
Object Detection (F32)
|
100% |
418
14.7 IPS |
|
Object Detection (F16)
|
100% |
421
14.8 IPS |
|
Object Detection (I8)
|
52% |
667
23.4 IPS |
|
Face Detection (F32)
|
100% |
540
6.21 IPS |
|
Face Detection (F16)
|
100% |
533
6.12 IPS |
|
Face Detection (I8)
|
75% |
578
6.64 IPS |
|
Text Classification (F32)
|
100% |
497
196.4 IPS |
|
Text Classification (F16)
|
100% |
500
197.6 IPS |
|
Machine Translation (F32)
|
100% |
527
81.2 IPS |
|
Machine Translation (F16)
|
100% |
583
89.9 IPS |