Upload Date | October 29 2024 07:14 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B83) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,10 |
Motherboard | Mac15,10 |
CPU Information | |
---|---|
Name | Apple M3 Max |
Topology | 1 Processor, 14 Cores |
Identifier | Apple M3 Max |
Base Frequency | 4.05 GHz |
Cluster 1 | 10 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 | 36.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6327
1.18 KIPS |
|
Image Classification (F16)
|
100% |
6443
1.21 KIPS |
|
Image Classification (I8)
|
99% |
6434
1.20 KIPS |
|
Image Segmentation (F32)
|
100% |
2984
49.8 IPS |
|
Image Segmentation (F16)
|
100% |
2947
49.2 IPS |
|
Image Segmentation (I8)
|
100% |
3002
50.1 IPS |
|
Pose Estimation (F32)
|
100% |
61468
74.4 IPS |
|
Pose Estimation (F16)
|
100% |
64233
77.8 IPS |
|
Pose Estimation (I8)
|
100% |
63948
77.4 IPS |
|
Object Detection (F32)
|
100% |
4873
363.8 IPS |
|
Object Detection (F16)
|
100% |
5050
377.0 IPS |
|
Object Detection (I8)
|
97% |
3485
260.2 IPS |
|
Face Detection (F32)
|
100% |
20419
242.8 IPS |
|
Face Detection (F16)
|
98% |
22792
271.0 IPS |
|
Face Detection (I8)
|
97% |
22167
263.6 IPS |
|
Depth Estimation (F32)
|
100% |
30527
236.7 IPS |
|
Depth Estimation (F16)
|
100% |
32263
250.2 IPS |
|
Depth Estimation (I8)
|
99% |
31224
242.1 IPS |
|
Style Transfer (F32)
|
100% |
127064
167.1 IPS |
|
Style Transfer (F16)
|
100% |
138539
182.2 IPS |
|
Style Transfer (I8)
|
100% |
150681
198.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
13975
499.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
13430
479.6 IPS |
|
Image Super-Resolution (I8)
|
100% |
9447
337.4 IPS |
|
Text Classification (F32)
|
100% |
2458
3.53 KIPS |
|
Text Classification (F16)
|
100% |
4257
6.12 KIPS |
|
Text Classification (I8)
|
96% |
4347
6.25 KIPS |
|
Machine Translation (F32)
|
100% |
1289
23.7 IPS |
|
Machine Translation (F16)
|
100% |
2014
37.1 IPS |
|
Machine Translation (I8)
|
99% |
1184
21.8 IPS |