| Upload Date | December 08 2022 05:06 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.1 |
| Model | iPad Pro (11-inch 3rd generation) |
| Model ID | iPad13,4 |
| Motherboard | J517AP |
| CPU Information | |
|---|---|
| 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 | 7.35 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | Core ML |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
6828
731.6 IPS |
|
|
Image Classification (F16)
|
100% |
6862
735.2 IPS |
|
|
Image Classification (I8)
|
81% |
688
73.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
2117
13.1 IPS |
|
|
Image Segmentation (F16)
|
100% |
2120
13.1 IPS |
|
|
Image Segmentation (I8)
|
89% |
1257
7.76 IPS |
|
|
Pose Estimation (F32)
|
100% |
19686
79.7 IPS |
|
|
Pose Estimation (F16)
|
100% |
19989
80.9 IPS |
|
|
Pose Estimation (I8)
|
80% |
241
0.97 IPS |
|
|
Object Detection (F32)
|
100% |
7966
279.6 IPS |
|
|
Object Detection (F16)
|
100% |
8023
281.6 IPS |
|
|
Object Detection (I8)
|
52% |
987
34.6 IPS |
|
|
Face Detection (F32)
|
100% |
8637
99.2 IPS |
|
|
Face Detection (F16)
|
100% |
8666
99.6 IPS |
|
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
|
Text Classification (F32)
|
100% |
1216
480.8 IPS |
|
|
Text Classification (F16)
|
100% |
1204
476.1 IPS |
|
|
Machine Translation (F32)
|
100% |
1857
286.1 IPS |
|
|
Machine Translation (F16)
|
100% |
1855
285.9 IPS |
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