Upload Date | November 03 2021 10:34 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,10 |
Motherboard | J523AP |
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 | 7.31 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6007
643.7 IPS |
|
Image Classification (F16)
|
100% |
6034
646.5 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
2248
13.9 IPS |
|
Image Segmentation (F16)
|
100% |
2254
13.9 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
19875
80.4 IPS |
|
Pose Estimation (F16)
|
100% |
19789
80.1 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
7256
254.6 IPS |
|
Object Detection (F16)
|
100% |
7184
252.1 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
7817
89.8 IPS |
|
Face Detection (F16)
|
100% |
7775
89.3 IPS |
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
Text Classification (F32)
|
100% |
1090
431.0 IPS |
|
Text Classification (F16)
|
100% |
1091
431.6 IPS |
|
Machine Translation (F32)
|
100% |
1844
284.3 IPS |
|
Machine Translation (F16)
|
100% |
1827
281.6 IPS |