Upload Date | January 25 2023 09:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
779
83.5 IPS |
|
Image Classification (F16)
|
100% |
760
81.5 IPS |
|
Image Classification (I8)
|
81% |
458
49.1 IPS |
|
Image Segmentation (F32)
|
100% |
1135
7.01 IPS |
|
Image Segmentation (F16)
|
100% |
1111
6.86 IPS |
|
Image Segmentation (I8)
|
89% |
1466
9.06 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
428
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
496
2.01 IPS |
|
Object Detection (F32)
|
100% |
1105
38.8 IPS |
|
Object Detection (F16)
|
100% |
1121
39.3 IPS |
|
Object Detection (I8)
|
52% |
771
27.1 IPS |
|
Face Detection (F32)
|
100% |
1334
15.3 IPS |
|
Face Detection (F16)
|
100% |
1306
15.0 IPS |
|
Face Detection (I8)
|
75% |
848
9.74 IPS |
|
Text Classification (F32)
|
100% |
901
356.4 IPS |
|
Text Classification (F16)
|
100% |
999
395.3 IPS |
|
Machine Translation (F32)
|
100% |
2043
314.9 IPS |
|
Machine Translation (F16)
|
100% |
2046
315.4 IPS |