Upload Date | January 31 2025 08:17 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
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% |
288
30.8 IPS |
|
Image Classification (F16)
|
100% |
282
30.2 IPS |
|
Image Classification (I8)
|
81% |
544
58.3 IPS |
|
Image Segmentation (F32)
|
100% |
499
3.08 IPS |
|
Image Segmentation (F16)
|
100% |
478
2.95 IPS |
|
Image Segmentation (I8)
|
89% |
1026
6.34 IPS |
|
Pose Estimation (F32)
|
100% |
130
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
133
0.54 IPS |
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
Object Detection (F32)
|
100% |
506
17.8 IPS |
|
Object Detection (F16)
|
100% |
496
17.4 IPS |
|
Object Detection (I8)
|
52% |
784
27.5 IPS |
|
Face Detection (F32)
|
100% |
455
5.22 IPS |
|
Face Detection (F16)
|
100% |
467
5.37 IPS |
|
Face Detection (I8)
|
75% |
736
8.45 IPS |
|
Text Classification (F32)
|
100% |
519
205.5 IPS |
|
Text Classification (F16)
|
100% |
520
205.5 IPS |
|
Machine Translation (F32)
|
100% |
688
106.0 IPS |
|
Machine Translation (F16)
|
100% |
685
105.5 IPS |