Upload Date | August 13 2023 10:38 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.6 |
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 | |
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Size | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4040
432.9 IPS |
|
Image Classification (F16)
|
100% |
5775
618.7 IPS |
|
Image Classification (I8)
|
81% |
671
71.9 IPS |
|
Image Segmentation (F32)
|
100% |
8186
50.6 IPS |
|
Image Segmentation (F16)
|
100% |
11447
70.7 IPS |
|
Image Segmentation (I8)
|
89% |
1224
7.56 IPS |
|
Pose Estimation (F32)
|
100% |
2860
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6792
27.5 IPS |
|
Pose Estimation (I8)
|
80% |
234
0.95 IPS |
|
Object Detection (F32)
|
100% |
3670
128.8 IPS |
|
Object Detection (F16)
|
100% |
3564
125.1 IPS |
|
Object Detection (I8)
|
52% |
947
33.2 IPS |
|
Face Detection (F32)
|
100% |
6969
80.1 IPS |
|
Face Detection (F16)
|
97% |
12410
142.6 IPS |
|
Face Detection (I8)
|
75% |
943
10.8 IPS |
|
Text Classification (F32)
|
100% |
3197
1.26 KIPS |
|
Text Classification (F16)
|
100% |
2994
1.18 KIPS |
|
Machine Translation (F32)
|
100% |
1852
285.5 IPS |
|
Machine Translation (F16)
|
100% |
1602
246.8 IPS |