Upload Date | December 03 2023 08:42 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
Model | iPhone16,1 |
Model ID | iPhone16,1 |
Motherboard | D83AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.76 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 | 7.50 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
8161
874.4 IPS |
|
Image Classification (F16)
|
100% |
7866
842.8 IPS |
|
Image Classification (I8)
|
81% |
836
89.6 IPS |
|
Image Segmentation (F32)
|
100% |
2622
16.2 IPS |
|
Image Segmentation (F16)
|
100% |
2631
16.3 IPS |
|
Image Segmentation (I8)
|
89% |
1541
9.52 IPS |
|
Pose Estimation (F32)
|
100% |
28348
114.7 IPS |
|
Pose Estimation (F16)
|
100% |
28189
114.1 IPS |
|
Pose Estimation (I8)
|
80% |
287
1.16 IPS |
|
Object Detection (F32)
|
100% |
8790
308.5 IPS |
|
Object Detection (F16)
|
100% |
8954
314.2 IPS |
|
Object Detection (I8)
|
52% |
1200
42.1 IPS |
|
Face Detection (F32)
|
100% |
11746
134.9 IPS |
|
Face Detection (F16)
|
100% |
11850
136.1 IPS |
|
Face Detection (I8)
|
75% |
1189
13.7 IPS |
|
Text Classification (F32)
|
100% |
1765
698.3 IPS |
|
Text Classification (F16)
|
100% |
1724
681.9 IPS |
|
Machine Translation (F32)
|
100% |
2836
437.1 IPS |
|
Machine Translation (F16)
|
100% |
2829
436.0 IPS |