Upload Date | December 03 2023 06:16 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.1.2 |
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% |
831
89.0 IPS |
|
Image Classification (F16)
|
100% |
812
87.0 IPS |
|
Image Classification (I8)
|
81% |
455
48.7 IPS |
|
Image Segmentation (F32)
|
100% |
1156
7.14 IPS |
|
Image Segmentation (F16)
|
100% |
1138
7.03 IPS |
|
Image Segmentation (I8)
|
89% |
1467
9.06 IPS |
|
Pose Estimation (F32)
|
100% |
427
1.73 IPS |
|
Pose Estimation (F16)
|
100% |
426
1.72 IPS |
|
Pose Estimation (I8)
|
80% |
491
1.99 IPS |
|
Object Detection (F32)
|
100% |
1151
40.4 IPS |
|
Object Detection (F16)
|
100% |
1174
41.2 IPS |
|
Object Detection (I8)
|
52% |
740
26.0 IPS |
|
Face Detection (F32)
|
100% |
1414
16.2 IPS |
|
Face Detection (F16)
|
100% |
1396
16.0 IPS |
|
Face Detection (I8)
|
75% |
861
9.89 IPS |
|
Text Classification (F32)
|
100% |
3046
1.20 KIPS |
|
Text Classification (F16)
|
100% |
2891
1.14 KIPS |
|
Machine Translation (F32)
|
100% |
2112
325.5 IPS |
|
Machine Translation (F16)
|
100% |
2111
325.4 IPS |