Upload Date | August 15 2024 06:17 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.5 (Build 23F79) |
Model | MacBook Pro (13-inch Mid 2020) |
Model ID | MacBookPro16,2 |
Motherboard | Apple Inc. Mac-5F9802EFE386AA28 MacBookPro16,2 |
CPU Information | |
---|---|
Name | Intel Core i5-1038NG7 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 126 Stepping 5 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 48.0 KB x 4 |
L2 Cache | 512 KB x 4 |
L3 Cache | 6.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Transfer Rate | 3733 MT/s |
Type | LPDDR4X |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
278
52.1 IPS |
|
Image Classification (F16)
|
100% |
219
41.0 IPS |
|
Image Classification (I8)
|
99% |
211
39.5 IPS |
|
Image Segmentation (F32)
|
100% |
221
3.69 IPS |
|
Image Segmentation (F16)
|
100% |
169
2.82 IPS |
|
Image Segmentation (I8)
|
100% |
167
2.79 IPS |
|
Pose Estimation (F32)
|
100% |
1853
2.24 IPS |
|
Pose Estimation (F16)
|
100% |
1242
1.50 IPS |
|
Pose Estimation (I8)
|
100% |
1298
1.57 IPS |
|
Object Detection (F32)
|
100% |
260
19.4 IPS |
|
Object Detection (F16)
|
100% |
200
14.9 IPS |
|
Object Detection (I8)
|
97% |
264
19.7 IPS |
|
Face Detection (F32)
|
100% |
757
9.00 IPS |
|
Face Detection (F16)
|
98% |
614
7.30 IPS |
|
Face Detection (I8)
|
97% |
486
5.78 IPS |
|
Depth Estimation (F32)
|
100% |
746
5.78 IPS |
|
Depth Estimation (F16)
|
100% |
626
4.86 IPS |
|
Depth Estimation (I8)
|
99% |
770
5.97 IPS |
|
Style Transfer (F32)
|
100% |
2631
3.46 IPS |
|
Style Transfer (F16)
|
100% |
2407
3.17 IPS |
|
Style Transfer (I8)
|
100% |
2421
3.19 IPS |
|
Image Super-Resolution (F32)
|
100% |
1046
37.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
832
29.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
776
27.7 IPS |
|
Text Classification (F32)
|
100% |
326
468.7 IPS |
|
Text Classification (F16)
|
100% |
192
275.7 IPS |
|
Text Classification (I8)
|
96% |
197
283.1 IPS |
|
Machine Translation (F32)
|
100% |
200
3.69 IPS |
|
Machine Translation (F16)
|
100% |
313
5.77 IPS |
|
Machine Translation (I8)
|
99% |
285
5.25 IPS |