Upload Date | March 19 2023 02:15 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,3 |
Motherboard | J207AP |
CPU Information | |
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Name | Apple A10X Fusion |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
418
44.8 IPS |
|
Image Classification (F16)
|
100% |
596
63.9 IPS |
|
Image Classification (I8)
|
81% |
335
35.9 IPS |
|
Image Segmentation (F32)
|
100% |
873
5.40 IPS |
|
Image Segmentation (F16)
|
100% |
868
5.36 IPS |
|
Image Segmentation (I8)
|
89% |
613
3.79 IPS |
|
Pose Estimation (F32)
|
100% |
761
3.08 IPS |
|
Pose Estimation (F16)
|
100% |
758
3.07 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
997
35.0 IPS |
|
Object Detection (F16)
|
100% |
1027
36.1 IPS |
|
Object Detection (I8)
|
52% |
479
16.8 IPS |
|
Face Detection (F32)
|
100% |
1630
18.7 IPS |
|
Face Detection (F16)
|
100% |
1618
18.6 IPS |
|
Face Detection (I8)
|
75% |
443
5.09 IPS |
|
Text Classification (F32)
|
98% |
144
57.0 IPS |
|
Text Classification (F16)
|
98% |
152
60.0 IPS |
|
Machine Translation (F32)
|
100% |
759
116.9 IPS |
|
Machine Translation (F16)
|
100% |
759
117.1 IPS |