Upload Date | January 20 2025 07:15 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.3 (Build 24D5055b) |
Model | MacBook Pro (13-inch, 2022) |
Model ID | Mac14,7 |
Motherboard | Mac14,7 |
CPU Information | |
---|---|
Name | Apple M2 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M2 |
Base Frequency | 3.47 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
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 | 8.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | Neural Engine |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3293
616.3 IPS |
|
Image Classification (F16)
|
100% |
10823
2.03 KIPS |
|
Image Classification (I8)
|
99% |
10951
2.05 KIPS |
|
Image Segmentation (F32)
|
100% |
1180
19.7 IPS |
|
Image Segmentation (F16)
|
100% |
1849
30.9 IPS |
|
Image Segmentation (I8)
|
100% |
1988
33.2 IPS |
|
Pose Estimation (F32)
|
100% |
22989
27.8 IPS |
|
Pose Estimation (F16)
|
100% |
88579
107.3 IPS |
|
Pose Estimation (I8)
|
100% |
98021
118.7 IPS |
|
Object Detection (F32)
|
100% |
2265
169.1 IPS |
|
Object Detection (F16)
|
100% |
5476
408.8 IPS |
|
Object Detection (I8)
|
97% |
2569
191.8 IPS |
|
Face Detection (F32)
|
100% |
8911
106.0 IPS |
|
Face Detection (F16)
|
97% |
18470
219.6 IPS |
|
Face Detection (I8)
|
96% |
19708
234.3 IPS |
|
Depth Estimation (F32)
|
100% |
16679
129.3 IPS |
|
Depth Estimation (F16)
|
100% |
67309
522.0 IPS |
|
Depth Estimation (I8)
|
37% |
46273
358.8 IPS |
|
Style Transfer (F32)
|
100% |
40783
53.6 IPS |
|
Style Transfer (F16)
|
100% |
142840
187.9 IPS |
|
Style Transfer (I8)
|
100% |
144132
189.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
6659
237.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
32226
1.15 KIPS |
|
Image Super-Resolution (I8)
|
100% |
32464
1.16 KIPS |
|
Text Classification (F32)
|
100% |
1983
2.85 KIPS |
|
Text Classification (F16)
|
100% |
2784
4.00 KIPS |
|
Text Classification (I8)
|
96% |
3365
4.84 KIPS |
|
Machine Translation (F32)
|
100% |
591
10.9 IPS |
|
Machine Translation (F16)
|
100% |
1313
24.2 IPS |
|
Machine Translation (I8)
|
99% |
581
10.7 IPS |