Upload Date | January 25 2023 09:55 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2810
301.1 IPS |
|
Image Classification (F16)
|
100% |
4350
466.1 IPS |
|
Image Classification (I8)
|
81% |
697
74.7 IPS |
|
Image Segmentation (F32)
|
100% |
5906
36.5 IPS |
|
Image Segmentation (F16)
|
100% |
8324
51.4 IPS |
|
Image Segmentation (I8)
|
89% |
1268
7.83 IPS |
|
Pose Estimation (F32)
|
100% |
1914
7.74 IPS |
|
Pose Estimation (F16)
|
100% |
4789
19.4 IPS |
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
Object Detection (F32)
|
100% |
3291
115.5 IPS |
|
Object Detection (F16)
|
100% |
3388
118.9 IPS |
|
Object Detection (I8)
|
52% |
997
35.0 IPS |
|
Face Detection (F32)
|
100% |
5108
58.7 IPS |
|
Face Detection (F16)
|
97% |
9237
106.1 IPS |
|
Face Detection (I8)
|
75% |
964
11.1 IPS |
|
Text Classification (F32)
|
100% |
1899
751.0 IPS |
|
Text Classification (F16)
|
100% |
1526
603.4 IPS |
|
Machine Translation (F32)
|
100% |
2052
316.2 IPS |
|
Machine Translation (F16)
|
100% |
2045
315.2 IPS |