Upload Date | January 02 2024 06:01 AM |
Views | 1 |
System Information | |
---|---|
Operating System | macOS 14.2.1 (Build 23C71) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,8 |
Motherboard | Mac15,8 |
CPU Information | |
---|---|
Name | Apple M3 Max |
Topology | 1 Processor, 16 Cores |
Identifier | Apple M3 Max |
Base Frequency | 4.05 GHz |
Cluster 1 | 12 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 | 64.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1159
216.9 IPS |
|
Image Classification (F16)
|
100% |
1117
209.1 IPS |
|
Image Classification (I8)
|
99% |
1137
212.8 IPS |
|
Image Segmentation (F32)
|
100% |
719
12.0 IPS |
|
Image Segmentation (F16)
|
100% |
662
11.1 IPS |
|
Image Segmentation (I8)
|
100% |
665
11.1 IPS |
|
Pose Estimation (F32)
|
100% |
14993
18.2 IPS |
|
Pose Estimation (F16)
|
100% |
19350
23.4 IPS |
|
Pose Estimation (I8)
|
100% |
18719
22.7 IPS |
|
Object Detection (F32)
|
100% |
1221
91.2 IPS |
|
Object Detection (F16)
|
100% |
1373
102.5 IPS |
|
Object Detection (I8)
|
97% |
1172
87.5 IPS |
|
Face Detection (F32)
|
100% |
2285
27.2 IPS |
|
Face Detection (F16)
|
100% |
2078
24.7 IPS |
|
Face Detection (I8)
|
99% |
2046
24.3 IPS |
|
Depth Estimation (F32)
|
100% |
3996
31.0 IPS |
|
Depth Estimation (F16)
|
99% |
3855
29.9 IPS |
|
Depth Estimation (I8)
|
99% |
3944
30.6 IPS |
|
Style Transfer (F32)
|
100% |
15769
20.7 IPS |
|
Style Transfer (F16)
|
100% |
15725
20.7 IPS |
|
Style Transfer (I8)
|
100% |
16601
21.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
3432
122.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
3065
109.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
3094
110.5 IPS |
|
Text Classification (F32)
|
100% |
1300
1.87 KIPS |
|
Text Classification (F16)
|
100% |
896
1.29 KIPS |
|
Text Classification (I8)
|
96% |
821
1.18 KIPS |
|
Machine Translation (F32)
|
100% |
1166
21.5 IPS |
|
Machine Translation (F16)
|
99% |
1192
21.9 IPS |
|
Machine Translation (I8)
|
99% |
1177
21.7 IPS |