User | idanbo |
Upload Date | March 28 2024 04:23 AM |
Views | 16 |
Notes | MacBook Air (15-inch, M3, 2024)/M3/8Core CPU/10 Core GPU/8GB/256GBSSD |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | Mac15,13 |
Model ID | Mac15,13 |
Motherboard | Mac15,13 |
CPU Information | |
---|---|
Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.05 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% |
4132
773.1 IPS |
|
Image Classification (F16)
|
100% |
7397
1.38 KIPS |
|
Image Classification (I8)
|
99% |
7894
1.48 KIPS |
|
Image Segmentation (F32)
|
100% |
1786
29.8 IPS |
|
Image Segmentation (F16)
|
100% |
2118
35.4 IPS |
|
Image Segmentation (I8)
|
100% |
2075
34.7 IPS |
|
Pose Estimation (F32)
|
100% |
23828
28.9 IPS |
|
Pose Estimation (F16)
|
100% |
97423
118.0 IPS |
|
Pose Estimation (I8)
|
100% |
98315
119.1 IPS |
|
Object Detection (F32)
|
100% |
3278
244.7 IPS |
|
Object Detection (F16)
|
100% |
5507
411.1 IPS |
|
Object Detection (I8)
|
97% |
2799
209.0 IPS |
|
Face Detection (F32)
|
100% |
10549
125.4 IPS |
|
Face Detection (F16)
|
97% |
12799
152.2 IPS |
|
Face Detection (I8)
|
96% |
12900
153.4 IPS |
|
Depth Estimation (F32)
|
100% |
15918
123.4 IPS |
|
Depth Estimation (F16)
|
100% |
42511
329.7 IPS |
|
Depth Estimation (I8)
|
37% |
46206
358.3 IPS |
|
Style Transfer (F32)
|
100% |
49219
64.7 IPS |
|
Style Transfer (F16)
|
100% |
147994
194.7 IPS |
|
Style Transfer (I8)
|
100% |
147764
194.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
10225
365.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
17186
613.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
19805
707.3 IPS |
|
Text Classification (F32)
|
100% |
1388
1.99 KIPS |
|
Text Classification (F16)
|
100% |
724
1.04 KIPS |
|
Text Classification (I8)
|
96% |
723
1.04 KIPS |
|
Machine Translation (F32)
|
100% |
711
13.1 IPS |
|
Machine Translation (F16)
|
100% |
3371
62.0 IPS |
|
Machine Translation (I8)
|
99% |
671
12.3 IPS |