Upload Date | July 22 2021 10:12 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPad Pro (11-inch) |
Model ID | iPad8,1 |
Motherboard | J317AP |
CPU Information | |
---|---|
Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
648
69.4 IPS |
|
Image Classification (F16)
|
100% |
644
69.0 IPS |
|
Image Classification (I8)
|
81% |
221
23.7 IPS |
|
Image Segmentation (F32)
|
100% |
930
5.74 IPS |
|
Image Segmentation (F16)
|
100% |
930
5.74 IPS |
|
Image Segmentation (I8)
|
89% |
1202
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
446
1.81 IPS |
|
Pose Estimation (I8)
|
80% |
468
1.89 IPS |
|
Object Detection (F32)
|
100% |
980
34.4 IPS |
|
Object Detection (F16)
|
100% |
986
34.6 IPS |
|
Object Detection (I8)
|
52% |
463
16.2 IPS |
|
Face Detection (F32)
|
100% |
1171
13.4 IPS |
|
Face Detection (F16)
|
100% |
1162
13.4 IPS |
|
Face Detection (I8)
|
75% |
712
8.18 IPS |
|
Text Classification (F32)
|
100% |
461
182.3 IPS |
|
Text Classification (F16)
|
100% |
458
181.2 IPS |
|
Machine Translation (F32)
|
100% |
988
152.3 IPS |
|
Machine Translation (F16)
|
100% |
986
152.0 IPS |