Upload Date | October 07 2022 02:18 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
772
82.7 IPS |
|
Image Classification (F16)
|
100% |
751
80.4 IPS |
|
Image Classification (I8)
|
81% |
451
48.4 IPS |
|
Image Segmentation (F32)
|
100% |
1109
6.85 IPS |
|
Image Segmentation (F16)
|
100% |
1076
6.64 IPS |
|
Image Segmentation (I8)
|
89% |
1434
8.86 IPS |
|
Pose Estimation (F32)
|
100% |
402
1.63 IPS |
|
Pose Estimation (F16)
|
100% |
402
1.63 IPS |
|
Pose Estimation (I8)
|
80% |
484
1.96 IPS |
|
Object Detection (F32)
|
100% |
1074
37.7 IPS |
|
Object Detection (F16)
|
100% |
1077
37.8 IPS |
|
Object Detection (I8)
|
52% |
752
26.4 IPS |
|
Face Detection (F32)
|
100% |
1307
15.0 IPS |
|
Face Detection (F16)
|
100% |
1280
14.7 IPS |
|
Face Detection (I8)
|
75% |
853
9.80 IPS |
|
Text Classification (F32)
|
100% |
949
375.4 IPS |
|
Text Classification (F16)
|
100% |
964
381.2 IPS |
|
Machine Translation (F32)
|
100% |
2041
314.5 IPS |
|
Machine Translation (F16)
|
100% |
2034
313.4 IPS |