Upload Date | October 07 2022 01:32 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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 | 7.34 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3983
426.8 IPS |
|
Image Classification (F16)
|
100% |
5200
557.2 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
8100
50.0 IPS |
|
Image Segmentation (F16)
|
100% |
11419
70.5 IPS |
|
Image Segmentation (I8)
|
89% |
1257
7.77 IPS |
|
Pose Estimation (F32)
|
100% |
2845
11.5 IPS |
|
Pose Estimation (F16)
|
100% |
6788
27.5 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
3499
122.8 IPS |
|
Object Detection (F16)
|
100% |
3484
122.3 IPS |
|
Object Detection (I8)
|
52% |
987
34.6 IPS |
|
Face Detection (F32)
|
100% |
6985
80.2 IPS |
|
Face Detection (F16)
|
97% |
12383
142.3 IPS |
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
Text Classification (F32)
|
100% |
2386
943.8 IPS |
|
Text Classification (F16)
|
100% |
2890
1.14 KIPS |
|
Machine Translation (F32)
|
100% |
1848
284.8 IPS |
|
Machine Translation (F16)
|
100% |
1838
283.2 IPS |