Upload Date | October 15 2024 12:26 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 18.0.1 |
Model | iPhone17,1 |
Model ID | iPhone17,1 |
Motherboard | D93AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 4.04 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 | 7.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3688
395.1 IPS |
|
Image Classification (F16)
|
100% |
7493
802.9 IPS |
|
Image Classification (I8)
|
81% |
976
104.6 IPS |
|
Image Segmentation (F32)
|
100% |
8131
50.2 IPS |
|
Image Segmentation (F16)
|
100% |
13253
81.9 IPS |
|
Image Segmentation (I8)
|
89% |
1771
10.9 IPS |
|
Pose Estimation (F32)
|
100% |
2291
9.27 IPS |
|
Pose Estimation (F16)
|
100% |
6658
26.9 IPS |
|
Pose Estimation (I8)
|
80% |
302
1.22 IPS |
|
Object Detection (F32)
|
100% |
4537
159.2 IPS |
|
Object Detection (F16)
|
100% |
6213
218.0 IPS |
|
Object Detection (I8)
|
52% |
1371
48.1 IPS |
|
Face Detection (F32)
|
100% |
6955
79.9 IPS |
|
Face Detection (F16)
|
97% |
14269
163.9 IPS |
|
Face Detection (I8)
|
75% |
1388
15.9 IPS |
|
Text Classification (F32)
|
100% |
3780
1.49 KIPS |
|
Text Classification (F16)
|
100% |
3633
1.44 KIPS |
|
Machine Translation (F32)
|
100% |
3078
474.4 IPS |
|
Machine Translation (F16)
|
100% |
3085
475.5 IPS |