Upload Date | September 29 2024 05:31 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
777
83.3 IPS |
|
Image Classification (F16)
|
100% |
772
82.7 IPS |
|
Image Classification (I8)
|
81% |
436
46.8 IPS |
|
Image Segmentation (F32)
|
100% |
1145
7.07 IPS |
|
Image Segmentation (F16)
|
100% |
1125
6.95 IPS |
|
Image Segmentation (I8)
|
89% |
1434
8.86 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
427
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
496
2.01 IPS |
|
Object Detection (F32)
|
100% |
1094
38.4 IPS |
|
Object Detection (F16)
|
100% |
1093
38.4 IPS |
|
Object Detection (I8)
|
52% |
767
26.9 IPS |
|
Face Detection (F32)
|
100% |
1342
15.4 IPS |
|
Face Detection (F16)
|
100% |
1302
15.0 IPS |
|
Face Detection (I8)
|
75% |
862
9.90 IPS |
|
Text Classification (F32)
|
100% |
1141
451.2 IPS |
|
Text Classification (F16)
|
100% |
1292
511.0 IPS |
|
Machine Translation (F32)
|
100% |
1973
304.1 IPS |
|
Machine Translation (F16)
|
100% |
1974
304.3 IPS |