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PPE-Detection

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v0.53.0

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

Files changed (2) hide show
  1. README.md +129 -100
  2. release_assets.json +18 -18
README.md CHANGED
@@ -28,14 +28,14 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | 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/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-w8a16.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-w8a8.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-w8a16.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PPE-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gear_guard_net)**.
41
 
@@ -67,98 +67,127 @@ See our repository for [PPE-Detection on GitHub](https://github.com/qualcomm/ai-
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
70
- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.543 ms | 0 - 64 MB | NPU
71
- | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.604 ms | 13 - 13 MB | NPU
72
- | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.506 ms | 12 - 12 MB | NPU
73
- | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.918 ms | 0 - 95 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.302 ms | 0 - 109 MB | NPU
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- | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.534 ms | 1 - 3 MB | NPU
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- | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.706 ms | 0 - 58 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.397 ms | 0 - 43 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.425 ms | 6 - 6 MB | NPU
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- | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.09 ms | 6 - 6 MB | NPU
80
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.597 ms | 0 - 66 MB | NPU
81
- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 82.356 ms | 30 - 34 MB | CPU
82
- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.914 ms | 0 - 9 MB | NPU
83
- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.446 ms | 0 - 3 MB | NPU
84
- | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.025 ms | 29 - 37 MB | CPU
85
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.465 ms | 0 - 44 MB | NPU
86
- | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.723 ms | 28 - 37 MB | CPU
87
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.252 ms | 0 - 42 MB | NPU
88
- | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.23 ms | 6 - 6 MB | NPU
89
- | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.653 ms | 6 - 6 MB | NPU
90
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.364 ms | 0 - 66 MB | NPU
91
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.834 ms | 5 - 13 MB | CPU
92
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.507 ms | 0 - 9 MB | NPU
93
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.828 ms | 0 - 3 MB | NPU
94
- | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 9.016 ms | 5 - 14 MB | CPU
95
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.294 ms | 0 - 36 MB | NPU
96
- | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.753 ms | 5 - 14 MB | CPU
97
- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.467 ms | 1 - 57 MB | NPU
98
- | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.653 ms | 1 - 1 MB | NPU
99
- | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.314 ms | 1 - 1 MB | NPU
100
- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.812 ms | 0 - 72 MB | NPU
101
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.91 ms | 1 - 54 MB | NPU
102
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.112 ms | 1 - 3 MB | NPU
103
- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.801 ms | 1 - 61 MB | NPU
104
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.273 ms | 3 - 5 MB | NPU
105
- | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.978 ms | 0 - 45 MB | NPU
106
- | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.91 ms | 1 - 54 MB | NPU
107
- | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.218 ms | 0 - 27 MB | NPU
108
- | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.616 ms | 1 - 62 MB | NPU
109
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.356 ms | 0 - 39 MB | NPU
110
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.506 ms | 0 - 0 MB | NPU
111
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.963 ms | 0 - 0 MB | NPU
112
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.544 ms | 0 - 53 MB | NPU
113
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 3.019 ms | 0 - 2 MB | NPU
114
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.023 ms | 0 - 33 MB | NPU
115
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.802 ms | 0 - 2 MB | NPU
116
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.025 ms | 0 - 36 MB | NPU
117
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.312 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.408 ms | 0 - 168 MB | NPU
119
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.12 ms | 0 - 56 MB | NPU
120
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.023 ms | 0 - 33 MB | NPU
121
- | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.465 ms | 0 - 35 MB | NPU
122
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.425 ms | 0 - 39 MB | NPU
123
- | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.948 ms | 0 - 39 MB | NPU
124
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.226 ms | 0 - 37 MB | NPU
125
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.41 ms | 0 - 0 MB | NPU
126
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.612 ms | 0 - 0 MB | NPU
127
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.332 ms | 0 - 53 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.774 ms | 2 - 4 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.227 ms | 0 - 32 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.473 ms | 0 - 2 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.689 ms | 0 - 36 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.759 ms | 2 - 4 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.346 ms | 0 - 174 MB | NPU
134
- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.758 ms | 0 - 54 MB | NPU
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- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.227 ms | 0 - 32 MB | NPU
136
- | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.973 ms | 0 - 31 MB | NPU
137
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.269 ms | 0 - 33 MB | NPU
138
- | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.575 ms | 0 - 37 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.467 ms | 0 - 61 MB | NPU
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- | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.79 ms | 0 - 82 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.917 ms | 0 - 57 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.098 ms | 0 - 4 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.819 ms | 0 - 65 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.273 ms | 0 - 16 MB | NPU
145
- | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1.994 ms | 0 - 52 MB | NPU
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- | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 4.917 ms | 0 - 57 MB | NPU
147
- | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.244 ms | 0 - 30 MB | NPU
148
- | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.62 ms | 0 - 62 MB | NPU
149
- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.258 ms | 0 - 37 MB | NPU
150
- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.389 ms | 0 - 52 MB | NPU
151
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 3.552 ms | 0 - 16 MB | NPU
152
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.421 ms | 0 - 31 MB | NPU
153
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.549 ms | 0 - 37 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.788 ms | 0 - 34 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.889 ms | 0 - 9 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 4.738 ms | 0 - 164 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.849 ms | 0 - 52 MB | NPU
158
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.421 ms | 0 - 31 MB | NPU
159
- | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 1.098 ms | 0 - 33 MB | NPU
160
- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.312 ms | 0 - 37 MB | NPU
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- | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.31 ms | 0 - 37 MB | NPU
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## License
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  * The license for the original implementation of PPE-Detection can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
30
  |---|---|---|---|---|
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+ | 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/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-w8a16.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-w8a8.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-w8a16.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-w8a8.zip)
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+ | TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PPE-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gear_guard_net)**.
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
69
  |---|---|---|---|---|---|---
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.53 ms | 0 - 64 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite Mobile | 0.692 ms | 0 - 69 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X2 Elite | 0.585 ms | 13 - 13 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.452 ms | 12 - 12 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® X Elite | 1.452 ms | 12 - 12 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 0.883 ms | 0 - 94 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS8550 (Proxy) | 1.297 ms | 0 - 21 MB | NPU
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+ | PPE-Detection | ONNX | float | Qualcomm® QCS9075 | 2.594 ms | 1 - 3 MB | NPU
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+ | PPE-Detection | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.692 ms | 0 - 69 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.388 ms | 0 - 42 MB | NPU
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+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 0.464 ms | 0 - 37 MB | NPU
81
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X2 Elite | 0.426 ms | 6 - 6 MB | NPU
82
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.075 ms | 6 - 6 MB | NPU
83
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® X Elite | 1.075 ms | 6 - 6 MB | NPU
84
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.591 ms | 0 - 63 MB | NPU
85
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS6490 | 81.959 ms | 28 - 31 MB | CPU
86
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.903 ms | 0 - 78 MB | NPU
87
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCS9075 | 1.447 ms | 0 - 3 MB | NPU
88
+ | PPE-Detection | ONNX | w8a16 | Qualcomm® QCM6690 | 37.386 ms | 29 - 37 MB | CPU
89
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.464 ms | 0 - 37 MB | NPU
90
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.38 ms | 30 - 39 MB | CPU
91
+ | PPE-Detection | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 28.38 ms | 30 - 39 MB | CPU
92
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.249 ms | 0 - 43 MB | NPU
93
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 0.296 ms | 0 - 42 MB | NPU
94
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X2 Elite | 0.245 ms | 6 - 6 MB | NPU
95
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.642 ms | 6 - 6 MB | NPU
96
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® X Elite | 0.642 ms | 6 - 6 MB | NPU
97
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.364 ms | 0 - 63 MB | NPU
98
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS6490 | 15.169 ms | 4 - 12 MB | CPU
99
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.509 ms | 0 - 9 MB | NPU
100
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCS9075 | 0.825 ms | 0 - 3 MB | NPU
101
+ | PPE-Detection | ONNX | w8a8 | Qualcomm® QCM6690 | 8.841 ms | 6 - 15 MB | CPU
102
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.296 ms | 0 - 42 MB | NPU
103
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.655 ms | 5 - 16 MB | CPU
104
+ | PPE-Detection | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 6.655 ms | 5 - 16 MB | CPU
105
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.471 ms | 1 - 57 MB | NPU
106
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 0.613 ms | 0 - 57 MB | NPU
107
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X2 Elite | 0.704 ms | 1 - 1 MB | NPU
108
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.323 ms | 1 - 1 MB | NPU
109
+ | PPE-Detection | QNN_DLC | float | Snapdragon® X Elite | 1.323 ms | 1 - 1 MB | NPU
110
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.814 ms | 0 - 73 MB | NPU
111
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 4.909 ms | 1 - 54 MB | NPU
112
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.134 ms | 0 - 9 MB | NPU
113
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.781 ms | 1 - 61 MB | NPU
114
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.781 ms | 1 - 61 MB | NPU
115
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8775P | 1.781 ms | 1 - 61 MB | NPU
116
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS9075 | 2.277 ms | 3 - 5 MB | NPU
117
+ | PPE-Detection | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.974 ms | 0 - 45 MB | NPU
118
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA7255P | 4.909 ms | 1 - 54 MB | NPU
119
+ | PPE-Detection | QNN_DLC | float | Qualcomm® SA8295P | 2.241 ms | 0 - 27 MB | NPU
120
+ | PPE-Detection | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.613 ms | 0 - 57 MB | NPU
121
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.354 ms | 0 - 39 MB | NPU
122
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 0.425 ms | 0 - 34 MB | NPU
123
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.501 ms | 0 - 0 MB | NPU
124
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.978 ms | 0 - 0 MB | NPU
125
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.978 ms | 0 - 0 MB | NPU
126
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.549 ms | 0 - 54 MB | NPU
127
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.827 ms | 0 - 2 MB | NPU
128
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 2.019 ms | 0 - 33 MB | NPU
129
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.804 ms | 0 - 86 MB | NPU
130
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.032 ms | 0 - 35 MB | NPU
131
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.032 ms | 0 - 35 MB | NPU
132
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8775P | 1.032 ms | 0 - 35 MB | NPU
133
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 1.311 ms | 0 - 2 MB | NPU
134
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 6.436 ms | 0 - 168 MB | NPU
135
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 1.115 ms | 0 - 54 MB | NPU
136
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA7255P | 2.019 ms | 0 - 33 MB | NPU
137
+ | PPE-Detection | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.449 ms | 0 - 34 MB | NPU
138
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.425 ms | 0 - 34 MB | NPU
139
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.946 ms | 0 - 38 MB | NPU
140
+ | PPE-Detection | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.946 ms | 0 - 38 MB | NPU
141
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.227 ms | 0 - 38 MB | NPU
142
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 0.266 ms | 0 - 33 MB | NPU
143
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.368 ms | 0 - 0 MB | NPU
144
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.598 ms | 0 - 0 MB | NPU
145
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.598 ms | 0 - 0 MB | NPU
146
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.343 ms | 0 - 54 MB | NPU
147
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 1.929 ms | 0 - 2 MB | NPU
148
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.273 ms | 0 - 33 MB | NPU
149
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.47 ms | 0 - 3 MB | NPU
150
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.683 ms | 0 - 35 MB | NPU
151
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.683 ms | 0 - 35 MB | NPU
152
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.683 ms | 0 - 35 MB | NPU
153
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.758 ms | 0 - 2 MB | NPU
154
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 3.347 ms | 0 - 171 MB | NPU
155
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.761 ms | 0 - 55 MB | NPU
156
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.273 ms | 0 - 33 MB | NPU
157
+ | PPE-Detection | QNN_DLC | w8a8 | Qualcomm® SA8295P | 0.98 ms | 0 - 31 MB | NPU
158
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.266 ms | 0 - 33 MB | NPU
159
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.585 ms | 0 - 37 MB | NPU
160
+ | PPE-Detection | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.585 ms | 0 - 37 MB | NPU
161
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.471 ms | 0 - 61 MB | NPU
162
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite Mobile | 0.619 ms | 0 - 58 MB | NPU
163
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.791 ms | 0 - 77 MB | NPU
164
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 4.94 ms | 0 - 57 MB | NPU
165
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1.096 ms | 0 - 3 MB | NPU
166
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.804 ms | 0 - 64 MB | NPU
167
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.804 ms | 0 - 64 MB | NPU
168
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8775P | 1.804 ms | 0 - 64 MB | NPU
169
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS9075 | 2.29 ms | 0 - 16 MB | NPU
170
+ | PPE-Detection | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2.005 ms | 0 - 52 MB | NPU
171
+ | PPE-Detection | TFLITE | float | Qualcomm® SA7255P | 4.94 ms | 0 - 57 MB | NPU
172
+ | PPE-Detection | TFLITE | float | Qualcomm® SA8295P | 2.258 ms | 0 - 30 MB | NPU
173
+ | PPE-Detection | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.619 ms | 0 - 58 MB | NPU
174
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.235 ms | 0 - 35 MB | NPU
175
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 0.276 ms | 0 - 31 MB | NPU
176
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.334 ms | 0 - 51 MB | NPU
177
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS6490 | 1.893 ms | 0 - 11 MB | NPU
178
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.27 ms | 0 - 31 MB | NPU
179
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.47 ms | 0 - 2 MB | NPU
180
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.697 ms | 0 - 33 MB | NPU
181
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.697 ms | 0 - 33 MB | NPU
182
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8775P | 0.697 ms | 0 - 33 MB | NPU
183
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS9075 | 0.78 ms | 0 - 8 MB | NPU
184
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCM6690 | 3.396 ms | 0 - 174 MB | NPU
185
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.763 ms | 0 - 52 MB | NPU
186
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA7255P | 1.27 ms | 0 - 31 MB | NPU
187
+ | PPE-Detection | TFLITE | w8a8 | Qualcomm® SA8295P | 0.988 ms | 0 - 28 MB | NPU
188
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.276 ms | 0 - 31 MB | NPU
189
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.576 ms | 0 - 33 MB | NPU
190
+ | PPE-Detection | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.576 ms | 0 - 33 MB | NPU
191
 
192
  ## License
193
  * The license for the original implementation of PPE-Detection can be found
release_assets.json CHANGED
@@ -1,68 +1,68 @@
1
  {
2
- "version": "0.52.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-tflite-float.zip"
12
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-float.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-float.zip"
25
  }
26
  }
27
  },
28
- "w8a16": {
29
  "universal_assets": {
 
 
 
 
 
 
 
30
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-w8a16.zip"
35
  },
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  "onnx": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-w8a16.zip"
42
  }
43
  }
44
  },
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- "w8a8": {
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  "universal_assets": {
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- "tflite": {
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- "tool_versions": {
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- "qairt": "2.45.0.260326154327",
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- "litert": "1.4.2"
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- },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-tflite-w8a8.zip"
53
- },
54
  "qnn_dlc": {
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  "tool_versions": {
56
  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-qnn_dlc-w8a8.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
62
  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
64
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.52.0/gear_guard_net-onnx-w8a8.zip"
66
  }
67
  }
68
  }
 
1
  {
2
+ "version": "0.53.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
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  "tflite": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327",
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+ "litert": "1.4.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-tflite-float.zip"
12
  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-float.zip"
18
  },
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  "onnx": {
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  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-float.zip"
25
  }
26
  }
27
  },
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+ "w8a8": {
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  "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
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+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-tflite-w8a8.zip"
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+ },
37
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-w8a8.zip"
42
  },
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  "onnx": {
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  "qairt": "2.42.0.251225135753_193295",
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-w8a8.zip"
49
  }
50
  }
51
  },
52
+ "w8a16": {
53
  "universal_assets": {
 
 
 
 
 
 
 
54
  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-qnn_dlc-w8a16.zip"
59
  },
60
  "onnx": {
61
  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gear_guard_net/releases/v0.53.0/gear_guard_net-onnx-w8a16.zip"
66
  }
67
  }
68
  }