Upload Date | March 08 2025 05:22 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 17.6.1 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
560
60.0 IPS |
|
Image Classification (F16)
|
100% |
554
59.3 IPS |
|
Image Classification (I8)
|
81% |
314
33.7 IPS |
|
Image Segmentation (F32)
|
100% |
914
5.64 IPS |
|
Image Segmentation (F16)
|
100% |
905
5.59 IPS |
|
Image Segmentation (I8)
|
89% |
1146
7.08 IPS |
|
Pose Estimation (F32)
|
100% |
289
1.17 IPS |
|
Pose Estimation (F16)
|
100% |
286
1.16 IPS |
|
Pose Estimation (I8)
|
80% |
347
1.41 IPS |
|
Object Detection (F32)
|
100% |
835
29.3 IPS |
|
Object Detection (F16)
|
100% |
836
29.4 IPS |
|
Object Detection (I8)
|
52% |
615
21.6 IPS |
|
Face Detection (F32)
|
100% |
1041
12.0 IPS |
|
Face Detection (F16)
|
100% |
1029
11.8 IPS |
|
Face Detection (I8)
|
75% |
722
8.30 IPS |
|
Text Classification (F32)
|
100% |
1735
686.4 IPS |
|
Text Classification (F16)
|
100% |
1670
660.4 IPS |
|
Machine Translation (F32)
|
100% |
1216
187.5 IPS |
|
Machine Translation (F16)
|
100% |
1221
188.1 IPS |