Upload Date | September 19 2024 01:27 AM |
Views | 3 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,6 |
Motherboard | Mac15,6 |
CPU Information | |
---|---|
Name | Apple M3 Pro |
Topology | 1 Processor, 11 Cores |
Identifier | Apple M3 Pro |
Base Frequency | 4.05 GHz |
Cluster 1 | 5 Cores |
Cluster 2 | 6 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 | 18.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1598
299.1 IPS |
|
Image Classification (F16)
|
100% |
2072
387.8 IPS |
|
Image Classification (I8)
|
99% |
2068
387.1 IPS |
|
Image Segmentation (F32)
|
100% |
1012
16.9 IPS |
|
Image Segmentation (F16)
|
100% |
964
16.1 IPS |
|
Image Segmentation (I8)
|
100% |
977
16.3 IPS |
|
Pose Estimation (F32)
|
100% |
8082
9.79 IPS |
|
Pose Estimation (F16)
|
100% |
15549
18.8 IPS |
|
Pose Estimation (I8)
|
100% |
16285
19.7 IPS |
|
Object Detection (F32)
|
100% |
1686
125.8 IPS |
|
Object Detection (F16)
|
100% |
2245
167.6 IPS |
|
Object Detection (I8)
|
97% |
1684
125.8 IPS |
|
Face Detection (F32)
|
100% |
3217
38.2 IPS |
|
Face Detection (F16)
|
97% |
4927
58.6 IPS |
|
Face Detection (I8)
|
97% |
4952
58.9 IPS |
|
Depth Estimation (F32)
|
100% |
6653
51.6 IPS |
|
Depth Estimation (F16)
|
100% |
9595
74.4 IPS |
|
Depth Estimation (I8)
|
99% |
9588
74.4 IPS |
|
Style Transfer (F32)
|
100% |
20888
27.5 IPS |
|
Style Transfer (F16)
|
100% |
30483
40.1 IPS |
|
Style Transfer (I8)
|
100% |
30545
40.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
5058
180.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
6136
219.1 IPS |
|
Image Super-Resolution (I8)
|
100% |
6157
219.9 IPS |
|
Text Classification (F32)
|
100% |
2591
3.72 KIPS |
|
Text Classification (F16)
|
100% |
4144
5.96 KIPS |
|
Text Classification (I8)
|
96% |
4181
6.01 KIPS |
|
Machine Translation (F32)
|
100% |
1441
26.5 IPS |
|
Machine Translation (F16)
|
100% |
1666
30.7 IPS |
|
Machine Translation (I8)
|
99% |
1420
26.1 IPS |