Upload Date | January 29 2025 07:23 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.33 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2232
239.1 IPS |
|
Image Classification (F16)
|
100% |
4164
446.2 IPS |
|
Image Classification (I8)
|
81% |
420
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
7096
43.8 IPS |
|
Image Segmentation (F16)
|
100% |
10749
66.4 IPS |
|
Image Segmentation (I8)
|
89% |
765
4.73 IPS |
|
Pose Estimation (F32)
|
100% |
2134
8.63 IPS |
|
Pose Estimation (F16)
|
100% |
5251
21.2 IPS |
|
Pose Estimation (I8)
|
80% |
147
0.59 IPS |
|
Object Detection (F32)
|
100% |
2859
100.3 IPS |
|
Object Detection (F16)
|
100% |
2974
104.4 IPS |
|
Object Detection (I8)
|
52% |
600
21.0 IPS |
|
Face Detection (F32)
|
100% |
5444
62.5 IPS |
|
Face Detection (F16)
|
97% |
6076
69.8 IPS |
|
Face Detection (I8)
|
75% |
586
6.74 IPS |
|
Text Classification (F32)
|
100% |
3006
1.19 KIPS |
|
Text Classification (F16)
|
100% |
3531
1.40 KIPS |
|
Machine Translation (F32)
|
100% |
1138
175.3 IPS |
|
Machine Translation (F16)
|
100% |
1140
175.7 IPS |