Upload Date | November 11 2024 02:06 AM |
Views | 2 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
249
26.7 IPS |
|
Image Classification (F16)
|
100% |
251
26.9 IPS |
|
Image Classification (I8)
|
81% |
318
34.1 IPS |
|
Image Segmentation (F32)
|
100% |
654
4.04 IPS |
|
Image Segmentation (F16)
|
100% |
634
3.92 IPS |
|
Image Segmentation (I8)
|
89% |
590
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
433
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
437
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.49 IPS |
|
Object Detection (F32)
|
100% |
397
13.9 IPS |
|
Object Detection (F16)
|
100% |
565
19.8 IPS |
|
Object Detection (I8)
|
52% |
458
16.1 IPS |
|
Face Detection (F32)
|
100% |
603
6.93 IPS |
|
Face Detection (F16)
|
100% |
851
9.78 IPS |
|
Face Detection (I8)
|
75% |
418
4.81 IPS |
|
Text Classification (F32)
|
98% |
154
60.9 IPS |
|
Text Classification (F16)
|
98% |
161
63.8 IPS |
|
Machine Translation (F32)
|
100% |
690
106.3 IPS |
|
Machine Translation (F16)
|
100% |
655
100.9 IPS |