Hugging Face's logo

qualcomm
/
ResNet34-SSD

Object Detection
PyTorch
android
Model card Files
xet
 Community
qaihm-bot commited on
Commit
b6e68ca
·
verified ·
1 Parent(s): db6062e

v0.53.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +31 -26
  2. release_assets.json +5 -5
README.md CHANGED
@@ -27,9 +27,9 @@ Below are pre-exported model assets ready for deployment.
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
- | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-onnx-float.zip)
31
- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-qnn_dlc-float.zip)
32
- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[ResNet34-SSD on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet34_ssd1200)**.
35
 
@@ -58,29 +58,34 @@ See our repository for [ResNet34-SSD on GitHub](https://github.com/qualcomm/ai-h
58
  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 38.083 ms | 0 - 503 MB | NPU
62
- | ResNet34-SSD | ONNX | float | Snapdragon® X2 Elite | 42.948 ms | 30 - 30 MB | NPU
63
- | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.439 ms | 29 - 29 MB | NPU
64
- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 62.737 ms | 2 - 515 MB | NPU
65
- | ResNet34-SSD | ONNX | float | Qualcomm® QCS8550 (Proxy) | 90.435 ms | 0 - 32 MB | NPU
66
- | ResNet34-SSD | ONNX | float | Qualcomm® QCS9075 | 152.805 ms | 16 - 36 MB | NPU
67
- | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 50.221 ms | 1 - 431 MB | NPU
68
- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 52.144 ms | 16 - 551 MB | NPU
69
- | ResNet34-SSD | QNN_DLC | float | Snapdragon® X2 Elite | 61.954 ms | 17 - 17 MB | NPU
70
- | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 129.337 ms | 17 - 17 MB | NPU
71
- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 84.716 ms | 16 - 607 MB | NPU
72
- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 481.457 ms | 16 - 385 MB | NPU
73
- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 129.514 ms | 17 - 20 MB | NPU
74
- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS9075 | 194.011 ms | 17 - 35 MB | NPU
75
- | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 260.877 ms | 4 - 508 MB | NPU
76
- | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 67.232 ms | 16 - 394 MB | NPU
77
- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 74.9 ms | 0 - 564 MB | NPU
78
- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 108.177 ms | 0 - 547 MB | NPU
79
- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 513.551 ms | 0 - 377 MB | NPU
80
- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 143.313 ms | 0 - 4 MB | NPU
81
- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS9075 | 199.657 ms | 0 - 64 MB | NPU
82
- | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 232.566 ms | 1 - 616 MB | NPU
83
- | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 86.771 ms | 19 - 421 MB | NPU
 
 
 
 
 
84
 
85
  ## License
86
  * The license for the original implementation of ResNet34-SSD can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-onnx-float.zip)
31
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-qnn_dlc-float.zip)
32
+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-tflite-float.zip)
33
 
34
  For more device-specific assets and performance metrics, visit **[ResNet34-SSD on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/resnet34_ssd1200)**.
35
 
 
58
  ## Performance Summary
59
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
60
  |---|---|---|---|---|---|---
61
+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 38.733 ms | 17 - 513 MB | NPU
62
+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite Mobile | 50.177 ms | 2 - 428 MB | NPU
63
+ | ResNet34-SSD | ONNX | float | Snapdragon® X2 Elite | 43.419 ms | 30 - 30 MB | NPU
64
+ | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.464 ms | 29 - 29 MB | NPU
65
+ | ResNet34-SSD | ONNX | float | Snapdragon® X Elite | 91.464 ms | 29 - 29 MB | NPU
66
+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 62.899 ms | 0 - 517 MB | NPU
67
+ | ResNet34-SSD | ONNX | float | Qualcomm® QCS8550 (Proxy) | 90.698 ms | 0 - 573 MB | NPU
68
+ | ResNet34-SSD | ONNX | float | Qualcomm® QCS9075 | 152.711 ms | 16 - 36 MB | NPU
69
+ | ResNet34-SSD | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 50.177 ms | 2 - 428 MB | NPU
70
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 52.76 ms | 15 - 553 MB | NPU
71
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 66.869 ms | 16 - 391 MB | NPU
72
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X2 Elite | 61.836 ms | 17 - 17 MB | NPU
73
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.96 ms | 17 - 17 MB | NPU
74
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® X Elite | 128.96 ms | 17 - 17 MB | NPU
75
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 84.568 ms | 15 - 606 MB | NPU
76
+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 481.914 ms | 16 - 385 MB | NPU
77
+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 128.396 ms | 17 - 19 MB | NPU
78
+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS9075 | 193.951 ms | 17 - 35 MB | NPU
79
+ | ResNet34-SSD | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 262.739 ms | 3 - 511 MB | NPU
80
+ | ResNet34-SSD | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 66.869 ms | 16 - 391 MB | NPU
81
+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 76.117 ms | 0 - 564 MB | NPU
82
+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite Mobile | 88.158 ms | 0 - 402 MB | NPU
83
+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 107.7 ms | 0 - 543 MB | NPU
84
+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 513.324 ms | 0 - 378 MB | NPU
85
+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 146.036 ms | 0 - 3 MB | NPU
86
+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS9075 | 199.375 ms | 0 - 64 MB | NPU
87
+ | ResNet34-SSD | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 234.949 ms | 1 - 617 MB | NPU
88
+ | ResNet34-SSD | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 88.158 ms | 0 - 402 MB | NPU
89
 
90
  ## License
91
  * The license for the original implementation of ResNet34-SSD can be found
release_assets.json CHANGED
@@ -1,27 +1,27 @@
1
  {
2
- "version": "0.52.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
- "litert": "1.4.2"
10
  },
11
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.52.0/resnet34_ssd1200-onnx-float.zip"
25
  }
26
  }
27
  }
 
1
  {
2
+ "version": "0.53.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
6
  "tflite": {
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
  },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-tflite-float.zip"
12
  },
13
  "qnn_dlc": {
14
  "tool_versions": {
15
  "qairt": "2.45.0.260326154327"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-qnn_dlc-float.zip"
18
  },
19
  "onnx": {
20
  "tool_versions": {
21
  "qairt": "2.42.0.251225135753_193295",
22
  "onnx_runtime": "1.24.3"
23
  },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/resnet34_ssd1200/releases/v0.53.0/resnet34_ssd1200-onnx-float.zip"
25
  }
26
  }
27
  }