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Detectron2-Detection

Object Detection
PyTorch
android
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 Community
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v0.54.0

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +125 -131
  2. release_assets.json +8 -8
README.md CHANGED
@@ -27,13 +27,13 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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/detectron2_detection/releases/v0.53.1/detectron2_detection-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/detectron2_detection/releases/v0.53.1/detectron2_detection-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/detectron2_detection/releases/v0.53.1/detectron2_detection-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/detectron2_detection/releases/v0.53.1/detectron2_detection-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/detectron2_detection/releases/v0.53.1/detectron2_detection-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/detectron2_detection/releases/v0.53.1/detectron2_detection-qnn_dlc-w8a8.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/detectron2_detection/releases/v0.53.1/detectron2_detection-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
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@@ -69,8 +69,8 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | proposal_generator | ONNX | float | Snapdragon® X Elite | 32.028 ms | 66 - 66 MB | NPU
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  | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 23.873 ms | 2 - 536 MB | NPU
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  | proposal_generator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.935 ms | 11 - 46 MB | NPU
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- | proposal_generator | ONNX | float | Qualcomm® QCS9075 | 58.672 ms | 7 - 17 MB | NPU
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  | proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.195 ms | 24 - 468 MB | NPU
 
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  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.563 ms | 0 - 501 MB | NPU
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  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.034 ms | 12 - 496 MB | NPU
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  | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.778 ms | 35 - 35 MB | NPU
@@ -79,10 +79,10 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.558 ms | 19 - 555 MB | NPU
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  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS6490 | 3016.408 ms | 187 - 204 MB | CPU
81
  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.454 ms | 6 - 30 MB | NPU
 
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  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS9075 | 29.615 ms | 17 - 20 MB | NPU
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  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 11.034 ms | 12 - 496 MB | NPU
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  | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1402.793 ms | 191 - 198 MB | CPU
85
- | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1402.793 ms | 191 - 198 MB | CPU
86
  | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.795 ms | 8 - 428 MB | NPU
87
  | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.255 ms | 10 - 433 MB | NPU
88
  | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.961 ms | 19 - 19 MB | NPU
@@ -92,82 +92,79 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS6490 | 440.21 ms | 153 - 180 MB | CPU
93
  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.901 ms | 0 - 27 MB | NPU
94
  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS9075 | 16.175 ms | 9 - 12 MB | NPU
95
- | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.255 ms | 10 - 433 MB | NPU
96
  | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 354.389 ms | 152 - 161 MB | CPU
 
 
97
  | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 354.389 ms | 152 - 161 MB | CPU
98
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.886 ms | 5 - 491 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 28.236 ms | 7 - 486 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.306 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.481 ms | 7 - 7 MB | NPU
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- | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.481 ms | 7 - 7 MB | NPU
103
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 36.414 ms | 7 - 552 MB | NPU
104
- | proposal_generator | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 184.316 ms | 1 - 467 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 53.638 ms | 7 - 10 MB | NPU
106
- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.499 ms | 1 - 467 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.499 ms | 1 - 467 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.499 ms | 1 - 467 MB | NPU
109
- | proposal_generator | QNN_DLC | float | Qualcomm® QCS9075 | 78.772 ms | 7 - 27 MB | NPU
110
- | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 85.561 ms | 7 - 500 MB | NPU
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- | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.316 ms | 1 - 467 MB | NPU
112
- | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 76.92 ms | 0 - 433 MB | NPU
113
- | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 28.236 ms | 7 - 486 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 22.907 ms | 4 - 451 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 25.301 ms | 4 - 442 MB | NPU
116
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.661 ms | 4 - 4 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.983 ms | 4 - 4 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.983 ms | 4 - 4 MB | NPU
119
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.58 ms | 4 - 756 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 163.794 ms | 3 - 13 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 97.47 ms | 1 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 54.433 ms | 4 - 8 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.354 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.354 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.354 ms | 0 - 546 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 76.409 ms | 4 - 14 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 471.459 ms | 4 - 539 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 61.433 ms | 4 - 736 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.47 ms | 1 - 546 MB | NPU
130
- | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.69 ms | 0 - 541 MB | NPU
131
- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.301 ms | 4 - 442 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.836 ms | 4 - 531 MB | NPU
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- | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.836 ms | 4 - 531 MB | NPU
134
- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.878 ms | 2 - 436 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 23.72 ms | 2 - 441 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.207 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.427 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.427 ms | 2 - 2 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.336 ms | 2 - 495 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 65.174 ms | 2 - 8 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 71.623 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 40.119 ms | 2 - 6 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.428 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.428 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.428 ms | 2 - 439 MB | NPU
146
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 43.597 ms | 2 - 8 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 183.049 ms | 2 - 442 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.985 ms | 2 - 488 MB | NPU
149
- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.623 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.076 ms | 2 - 439 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 23.72 ms | 2 - 441 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.929 ms | 2 - 437 MB | NPU
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- | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 28.929 ms | 2 - 437 MB | NPU
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  | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.67 ms | 10 - 504 MB | NPU
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  | proposal_generator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 37.815 ms | 9 - 582 MB | NPU
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  | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 77.718 ms | 11 - 452 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 23.8 ms | 2 - 446 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 25.183 ms | 2 - 432 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 29.756 ms | 1 - 501 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 73.101 ms | 3 - 444 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 43.188 ms | 3 - 6 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS9075 | 46.042 ms | 1 - 30 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.806 ms | 0 - 490 MB | NPU
 
 
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 73.101 ms | 3 - 444 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 49.76 ms | 3 - 444 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 25.183 ms | 2 - 432 MB | NPU
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- | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 37.145 ms | 1 - 451 MB | NPU
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  | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 37.145 ms | 1 - 451 MB | NPU
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  | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.594 ms | 10 - 1471 MB | NPU
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  | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 43.687 ms | 0 - 1376 MB | NPU
@@ -176,8 +173,8 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | roi_head | ONNX | float | Snapdragon® X Elite | 67.658 ms | 29 - 29 MB | NPU
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  | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.134 ms | 10 - 1540 MB | NPU
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  | roi_head | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.629 ms | 0 - 33 MB | NPU
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- | roi_head | ONNX | float | Qualcomm® QCS9075 | 115.915 ms | 10 - 22 MB | NPU
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  | roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.687 ms | 0 - 1376 MB | NPU
 
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  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.745 ms | 5 - 477 MB | NPU
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  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 20.852 ms | 2 - 463 MB | NPU
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  | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.157 ms | 14 - 14 MB | NPU
@@ -186,10 +183,10 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.862 ms | 5 - 482 MB | NPU
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  | roi_head | ONNX | w8a16 | Qualcomm® QCS6490 | 8758.485 ms | 3029 - 3042 MB | CPU
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  | roi_head | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.367 ms | 0 - 18 MB | NPU
 
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  | roi_head | ONNX | w8a16 | Qualcomm® QCS9075 | 45.734 ms | 5 - 8 MB | NPU
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  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.852 ms | 2 - 463 MB | NPU
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  | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3804.954 ms | 2957 - 2964 MB | CPU
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- | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3804.954 ms | 2957 - 2964 MB | CPU
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  | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.996 ms | 2 - 312 MB | NPU
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  | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 9.405 ms | 0 - 314 MB | NPU
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  | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.78 ms | 15 - 15 MB | NPU
@@ -199,82 +196,79 @@ See our repository for [Detectron2-Detection on GitHub](https://github.com/qualc
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  | roi_head | ONNX | w8a8 | Qualcomm® QCS6490 | 1700.45 ms | 2531 - 2540 MB | CPU
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  | roi_head | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.827 ms | 0 - 19 MB | NPU
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  | roi_head | ONNX | w8a8 | Qualcomm® QCS9075 | 70.67 ms | 2 - 5 MB | NPU
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- | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.405 ms | 0 - 314 MB | NPU
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  | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 978.086 ms | 2443 - 2451 MB | CPU
 
 
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  | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 978.086 ms | 2443 - 2451 MB | CPU
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- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.89 ms | 10 - 1444 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 41.089 ms | 0 - 1350 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.415 ms | 10 - 10 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® X Elite | 63.726 ms | 10 - 10 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® X Elite | 63.726 ms | 10 - 10 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.061 ms | 10 - 1603 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 332.768 ms | 1 - 1398 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 63.386 ms | 10 - 13 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.098 ms | 1 - 1398 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.098 ms | 1 - 1398 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.098 ms | 1 - 1398 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® QCS9075 | 103.699 ms | 12 - 23 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 119.213 ms | 9 - 439 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.768 ms | 1 - 1398 MB | NPU
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- | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.661 ms | 0 - 386 MB | NPU
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- | roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.089 ms | 0 - 1350 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.433 ms | 5 - 420 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 19.243 ms | 5 - 421 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 16.088 ms | 5 - 5 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.076 ms | 5 - 5 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.076 ms | 5 - 5 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.846 ms | 5 - 430 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 147.475 ms | 4 - 10 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 95.051 ms | 5 - 374 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 30.506 ms | 5 - 7 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.403 ms | 5 - 374 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.403 ms | 5 - 374 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.403 ms | 5 - 374 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.687 ms | 0 - 7 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 648.918 ms | 5 - 515 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 45.884 ms | 5 - 428 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 95.051 ms | 5 - 374 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 50.526 ms | 2 - 373 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.243 ms | 5 - 421 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.342 ms | 5 - 463 MB | NPU
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- | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.342 ms | 5 - 463 MB | NPU
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- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.845 ms | 2 - 307 MB | NPU
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- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 9.483 ms | 2 - 305 MB | NPU
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- | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.167 ms | 2 - 2 MB | NPU
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- | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 18.913 ms | 2 - 2 MB | NPU
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- | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 18.913 ms | 2 - 2 MB | NPU
246
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.467 ms | 2 - 344 MB | NPU
247
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 82.872 ms | 2 - 7 MB | NPU
248
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 51.481 ms | 2 - 293 MB | NPU
249
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.248 ms | 3 - 5 MB | NPU
250
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.595 ms | 1 - 292 MB | NPU
251
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.595 ms | 1 - 292 MB | NPU
252
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.595 ms | 1 - 292 MB | NPU
253
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 75.373 ms | 2 - 7 MB | NPU
254
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 309.811 ms | 2 - 376 MB | NPU
255
- | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.637 ms | 2 - 337 MB | NPU
256
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 51.481 ms | 2 - 293 MB | NPU
257
- | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.31 ms | 0 - 292 MB | NPU
258
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.483 ms | 2 - 305 MB | NPU
259
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.754 ms | 2 - 321 MB | NPU
260
- | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.754 ms | 2 - 321 MB | NPU
261
  | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1995.437 ms | 0 - 2959 MB | NPU
262
  | roi_head | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 481.174 ms | 0 - 3364 MB | CPU
263
  | roi_head | TFLITE | float | Qualcomm® SA8295P | 1020.197 ms | 0 - 1601 MB | CPU
264
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 160.252 ms | 0 - 1453 MB | NPU
265
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 197.006 ms | 0 - 1349 MB | NPU
266
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 288.91 ms | 0 - 1597 MB | NPU
267
- | roi_head | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 516.62 ms | 0 - 1279 MB | NPU
268
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 378.691 ms | 0 - 4 MB | NPU
269
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
270
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
271
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
272
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS9075 | 396.44 ms | 0 - 33 MB | NPU
273
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 901.915 ms | 0 - 803 MB | NPU
 
 
274
  | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 516.62 ms | 0 - 1279 MB | NPU
275
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 385.446 ms | 0 - 665 MB | NPU
276
- | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 197.006 ms | 0 - 1349 MB | NPU
277
- | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1837.531 ms | 1071 - 2318 MB | NPU
278
  | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1837.531 ms | 1071 - 2318 MB | NPU
279
 
280
  ## License
 
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/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-float.zip)
31
+ | 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/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-w8a16.zip)
32
+ | 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/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-w8a8.zip)
33
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-float.zip)
34
+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-w8a16.zip)
35
+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-w8a8.zip)
36
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-tflite-w8a8.zip)
37
 
38
  For more device-specific assets and performance metrics, visit **[Detectron2-Detection on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/detectron2_detection)**.
39
 
 
69
  | proposal_generator | ONNX | float | Snapdragon® X Elite | 32.028 ms | 66 - 66 MB | NPU
70
  | proposal_generator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 23.873 ms | 2 - 536 MB | NPU
71
  | proposal_generator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 32.935 ms | 11 - 46 MB | NPU
 
72
  | proposal_generator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 19.195 ms | 24 - 468 MB | NPU
73
+ | proposal_generator | ONNX | float | Qualcomm® QCS9075 | 58.672 ms | 7 - 17 MB | NPU
74
  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.563 ms | 0 - 501 MB | NPU
75
  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 11.034 ms | 12 - 496 MB | NPU
76
  | proposal_generator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.778 ms | 35 - 35 MB | NPU
 
79
  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.558 ms | 19 - 555 MB | NPU
80
  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS6490 | 3016.408 ms | 187 - 204 MB | CPU
81
  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.454 ms | 6 - 30 MB | NPU
82
+ | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1402.793 ms | 191 - 198 MB | CPU
83
  | proposal_generator | ONNX | w8a16 | Qualcomm® QCS9075 | 29.615 ms | 17 - 20 MB | NPU
84
  | proposal_generator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 11.034 ms | 12 - 496 MB | NPU
85
  | proposal_generator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1402.793 ms | 191 - 198 MB | CPU
 
86
  | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.795 ms | 8 - 428 MB | NPU
87
  | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 6.255 ms | 10 - 433 MB | NPU
88
  | proposal_generator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.961 ms | 19 - 19 MB | NPU
 
92
  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS6490 | 440.21 ms | 153 - 180 MB | CPU
93
  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 11.901 ms | 0 - 27 MB | NPU
94
  | proposal_generator | ONNX | w8a8 | Qualcomm® QCS9075 | 16.175 ms | 9 - 12 MB | NPU
 
95
  | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 354.389 ms | 152 - 161 MB | CPU
96
+ | proposal_generator | ONNX | w8a8 | Qualcomm® QCM6690 | 433.493 ms | 126 - 134 MB | CPU
97
+ | proposal_generator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.255 ms | 10 - 433 MB | NPU
98
  | proposal_generator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 354.389 ms | 152 - 161 MB | CPU
99
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 22.227 ms | 7 - 494 MB | NPU
100
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 27.969 ms | 0 - 477 MB | NPU
101
+ | proposal_generator | QNN_DLC | float | Snapdragon® X2 Elite | 22.008 ms | 7 - 7 MB | NPU
102
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.19 ms | 7 - 7 MB | NPU
103
+ | proposal_generator | QNN_DLC | float | Snapdragon® X Elite | 54.19 ms | 7 - 7 MB | NPU
104
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 36.846 ms | 7 - 551 MB | NPU
105
+ | proposal_generator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 54.735 ms | 7 - 12 MB | NPU
106
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.665 ms | 1 - 468 MB | NPU
107
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.665 ms | 1 - 468 MB | NPU
108
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8775P | 67.665 ms | 1 - 468 MB | NPU
109
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA7255P | 184.309 ms | 2 - 469 MB | NPU
110
+ | proposal_generator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 27.969 ms | 0 - 477 MB | NPU
111
+ | proposal_generator | QNN_DLC | float | Qualcomm® SA8295P | 76.859 ms | 0 - 433 MB | NPU
112
+ | proposal_generator | QNN_DLC | float | Qualcomm® QCS9075 | 78.843 ms | 7 - 27 MB | NPU
113
+ | proposal_generator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 85.514 ms | 7 - 500 MB | NPU
114
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.062 ms | 4 - 452 MB | NPU
115
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 25.482 ms | 4 - 443 MB | NPU
116
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.585 ms | 4 - 4 MB | NPU
117
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.632 ms | 4 - 4 MB | NPU
118
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® X Elite | 55.632 ms | 4 - 4 MB | NPU
119
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 36.467 ms | 4 - 756 MB | NPU
120
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 165.049 ms | 4 - 14 MB | NPU
121
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 54.567 ms | 4 - 8 MB | NPU
122
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.453 ms | 1 - 546 MB | NPU
123
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.453 ms | 1 - 546 MB | NPU
124
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 54.453 ms | 1 - 546 MB | NPU
125
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 422.315 ms | 4 - 541 MB | NPU
126
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 61.259 ms | 4 - 736 MB | NPU
127
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.191 ms | 4 - 532 MB | NPU
128
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 76.119 ms | 1 - 11 MB | NPU
129
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 97.832 ms | 2 - 547 MB | NPU
130
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.482 ms | 4 - 443 MB | NPU
131
+ | proposal_generator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 65.6 ms | 0 - 542 MB | NPU
132
+ | proposal_generator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 64.191 ms | 4 - 532 MB | NPU
133
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 20.879 ms | 2 - 436 MB | NPU
134
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 23.735 ms | 2 - 441 MB | NPU
135
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.318 ms | 2 - 2 MB | NPU
136
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.297 ms | 2 - 2 MB | NPU
137
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® X Elite | 41.297 ms | 2 - 2 MB | NPU
138
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.417 ms | 2 - 497 MB | NPU
139
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 65.161 ms | 1 - 7 MB | NPU
140
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 40.084 ms | 2 - 200 MB | NPU
141
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.385 ms | 2 - 439 MB | NPU
142
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.385 ms | 2 - 439 MB | NPU
143
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 40.385 ms | 2 - 439 MB | NPU
144
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 43.495 ms | 1 - 7 MB | NPU
145
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 47.21 ms | 2 - 490 MB | NPU
146
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.061 ms | 2 - 437 MB | NPU
147
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 206.794 ms | 2 - 442 MB | NPU
148
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 23.735 ms | 2 - 441 MB | NPU
149
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 71.748 ms | 2 - 439 MB | NPU
150
+ | proposal_generator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.112 ms | 2 - 440 MB | NPU
151
+ | proposal_generator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.061 ms | 2 - 437 MB | NPU
 
 
 
152
  | proposal_generator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 21.67 ms | 10 - 504 MB | NPU
153
  | proposal_generator | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 37.815 ms | 9 - 582 MB | NPU
154
  | proposal_generator | TFLITE | float | Qualcomm® SA8295P | 77.718 ms | 11 - 452 MB | NPU
155
  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 23.8 ms | 2 - 446 MB | NPU
156
  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 25.183 ms | 2 - 432 MB | NPU
157
  | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 29.756 ms | 1 - 501 MB | NPU
 
158
  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 43.188 ms | 3 - 6 MB | NPU
159
  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
160
  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
161
  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8775P | 43.239 ms | 3 - 444 MB | NPU
162
  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS9075 | 46.042 ms | 1 - 30 MB | NPU
163
  | proposal_generator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.806 ms | 0 - 490 MB | NPU
164
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 37.145 ms | 1 - 451 MB | NPU
165
+ | proposal_generator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 25.183 ms | 2 - 432 MB | NPU
166
  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA7255P | 73.101 ms | 3 - 444 MB | NPU
167
  | proposal_generator | TFLITE | w8a8 | Qualcomm® SA8295P | 49.76 ms | 3 - 444 MB | NPU
 
 
168
  | proposal_generator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 37.145 ms | 1 - 451 MB | NPU
169
  | roi_head | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.594 ms | 10 - 1471 MB | NPU
170
  | roi_head | ONNX | float | Snapdragon® 8 Elite Mobile | 43.687 ms | 0 - 1376 MB | NPU
 
173
  | roi_head | ONNX | float | Snapdragon® X Elite | 67.658 ms | 29 - 29 MB | NPU
174
  | roi_head | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 49.134 ms | 10 - 1540 MB | NPU
175
  | roi_head | ONNX | float | Qualcomm® QCS8550 (Proxy) | 64.629 ms | 0 - 33 MB | NPU
 
176
  | roi_head | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.687 ms | 0 - 1376 MB | NPU
177
+ | roi_head | ONNX | float | Qualcomm® QCS9075 | 115.915 ms | 10 - 22 MB | NPU
178
  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.745 ms | 5 - 477 MB | NPU
179
  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 20.852 ms | 2 - 463 MB | NPU
180
  | roi_head | ONNX | w8a16 | Snapdragon® X2 Elite | 17.157 ms | 14 - 14 MB | NPU
 
183
  | roi_head | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.862 ms | 5 - 482 MB | NPU
184
  | roi_head | ONNX | w8a16 | Qualcomm® QCS6490 | 8758.485 ms | 3029 - 3042 MB | CPU
185
  | roi_head | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.367 ms | 0 - 18 MB | NPU
186
+ | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3804.954 ms | 2957 - 2964 MB | CPU
187
  | roi_head | ONNX | w8a16 | Qualcomm® QCS9075 | 45.734 ms | 5 - 8 MB | NPU
188
  | roi_head | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.852 ms | 2 - 463 MB | NPU
189
  | roi_head | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3804.954 ms | 2957 - 2964 MB | CPU
 
190
  | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.996 ms | 2 - 312 MB | NPU
191
  | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite Mobile | 9.405 ms | 0 - 314 MB | NPU
192
  | roi_head | ONNX | w8a8 | Snapdragon® X2 Elite | 8.78 ms | 15 - 15 MB | NPU
 
196
  | roi_head | ONNX | w8a8 | Qualcomm® QCS6490 | 1700.45 ms | 2531 - 2540 MB | CPU
197
  | roi_head | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.827 ms | 0 - 19 MB | NPU
198
  | roi_head | ONNX | w8a8 | Qualcomm® QCS9075 | 70.67 ms | 2 - 5 MB | NPU
 
199
  | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 978.086 ms | 2443 - 2451 MB | CPU
200
+ | roi_head | ONNX | w8a8 | Qualcomm® QCM6690 | 1062.416 ms | 2432 - 2439 MB | CPU
201
+ | roi_head | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.405 ms | 0 - 314 MB | NPU
202
  | roi_head | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 978.086 ms | 2443 - 2451 MB | CPU
203
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.116 ms | 10 - 1442 MB | NPU
204
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 40.645 ms | 0 - 1355 MB | NPU
205
+ | roi_head | QNN_DLC | float | Snapdragon® X2 Elite | 31.382 ms | 10 - 10 MB | NPU
206
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 63.58 ms | 10 - 10 MB | NPU
207
+ | roi_head | QNN_DLC | float | Snapdragon® X Elite | 63.58 ms | 10 - 10 MB | NPU
208
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.744 ms | 10 - 1599 MB | NPU
209
+ | roi_head | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 63.624 ms | 7 - 10 MB | NPU
210
+ | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.224 ms | 1 - 1398 MB | NPU
211
+ | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.224 ms | 1 - 1398 MB | NPU
212
+ | roi_head | QNN_DLC | float | Qualcomm® SA8775P | 96.224 ms | 1 - 1398 MB | NPU
213
+ | roi_head | QNN_DLC | float | Qualcomm® SA7255P | 332.685 ms | 0 - 1398 MB | NPU
214
+ | roi_head | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 40.645 ms | 0 - 1355 MB | NPU
215
+ | roi_head | QNN_DLC | float | Qualcomm® SA8295P | 88.705 ms | 0 - 387 MB | NPU
216
+ | roi_head | QNN_DLC | float | Qualcomm® QCS9075 | 104.253 ms | 12 - 23 MB | NPU
217
+ | roi_head | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 118.057 ms | 10 - 442 MB | NPU
218
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.441 ms | 5 - 420 MB | NPU
219
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite Mobile | 19.327 ms | 5 - 420 MB | NPU
220
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 15.998 ms | 5 - 5 MB | NPU
221
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.048 ms | 5 - 5 MB | NPU
222
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® X Elite | 31.048 ms | 5 - 5 MB | NPU
223
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.52 ms | 5 - 428 MB | NPU
224
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 147.561 ms | 5 - 11 MB | NPU
225
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 30.543 ms | 5 - 7 MB | NPU
226
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.433 ms | 1 - 370 MB | NPU
227
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.433 ms | 1 - 370 MB | NPU
228
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.433 ms | 1 - 370 MB | NPU
229
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 613.806 ms | 5 - 514 MB | NPU
230
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 46.448 ms | 5 - 428 MB | NPU
231
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.368 ms | 5 - 461 MB | NPU
232
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 45.01 ms | 1 - 7 MB | NPU
233
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA7255P | 95.015 ms | 5 - 374 MB | NPU
234
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.327 ms | 5 - 420 MB | NPU
235
+ | roi_head | QNN_DLC | w8a16 | Qualcomm® SA8295P | 50.576 ms | 0 - 371 MB | NPU
236
+ | roi_head | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.368 ms | 5 - 461 MB | NPU
237
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.848 ms | 2 - 306 MB | NPU
238
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite Mobile | 9.488 ms | 2 - 306 MB | NPU
239
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.134 ms | 2 - 2 MB | NPU
240
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 18.923 ms | 2 - 2 MB | NPU
241
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® X Elite | 18.923 ms | 2 - 2 MB | NPU
242
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 13.338 ms | 2 - 339 MB | NPU
243
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 83.149 ms | 2 - 7 MB | NPU
244
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 18.265 ms | 2 - 5 MB | NPU
245
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.63 ms | 1 - 291 MB | NPU
246
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.63 ms | 1 - 291 MB | NPU
247
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8775P | 18.63 ms | 1 - 291 MB | NPU
248
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 75.869 ms | 0 - 4 MB | NPU
249
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 38.724 ms | 2 - 338 MB | NPU
250
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.59 ms | 2 - 321 MB | NPU
251
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 310.724 ms | 2 - 375 MB | NPU
252
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.488 ms | 2 - 306 MB | NPU
253
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA7255P | 51.485 ms | 2 - 292 MB | NPU
254
+ | roi_head | QNN_DLC | w8a8 | Qualcomm® SA8295P | 28.308 ms | 2 - 292 MB | NPU
255
+ | roi_head | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 30.59 ms | 2 - 321 MB | NPU
 
 
 
256
  | roi_head | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1995.437 ms | 0 - 2959 MB | NPU
257
  | roi_head | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 481.174 ms | 0 - 3364 MB | CPU
258
  | roi_head | TFLITE | float | Qualcomm® SA8295P | 1020.197 ms | 0 - 1601 MB | CPU
259
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 160.252 ms | 0 - 1453 MB | NPU
260
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite Mobile | 197.006 ms | 0 - 1349 MB | NPU
261
  | roi_head | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 288.91 ms | 0 - 1597 MB | NPU
 
262
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 378.691 ms | 0 - 4 MB | NPU
263
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
264
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
265
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8775P | 365.951 ms | 0 - 1280 MB | NPU
266
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS9075 | 396.44 ms | 0 - 33 MB | NPU
267
  | roi_head | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 901.915 ms | 0 - 803 MB | NPU
268
+ | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1837.531 ms | 1071 - 2318 MB | NPU
269
+ | roi_head | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 197.006 ms | 0 - 1349 MB | NPU
270
  | roi_head | TFLITE | w8a8 | Qualcomm® SA7255P | 516.62 ms | 0 - 1279 MB | NPU
271
  | roi_head | TFLITE | w8a8 | Qualcomm® SA8295P | 385.446 ms | 0 - 665 MB | NPU
 
 
272
  | roi_head | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1837.531 ms | 1071 - 2318 MB | NPU
273
 
274
  ## License
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "version": "0.53.1",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
@@ -7,14 +7,14 @@
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-qnn_dlc-float.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-onnx-float.zip"
18
  }
19
  }
20
  },
@@ -25,20 +25,20 @@
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.3"
27
  },
28
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-tflite-w8a8.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-onnx-w8a8.zip"
42
  }
43
  }
44
  },
@@ -48,14 +48,14 @@
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-qnn_dlc-w8a16.zip"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.53.1/detectron2_detection-onnx-w8a16.zip"
59
  }
60
  }
61
  }
 
1
  {
2
+ "version": "0.54.0",
3
  "precisions": {
4
  "float": {
5
  "universal_assets": {
 
7
  "tool_versions": {
8
  "qairt": "2.45.0.260326154327"
9
  },
10
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-float.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-float.zip"
18
  }
19
  }
20
  },
 
25
  "qairt": "2.45.0.260326154327",
26
  "litert": "1.4.3"
27
  },
28
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-tflite-w8a8.zip"
29
  },
30
  "qnn_dlc": {
31
  "tool_versions": {
32
  "qairt": "2.45.0.260326154327"
33
  },
34
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-w8a8.zip"
35
  },
36
  "onnx": {
37
  "tool_versions": {
38
  "qairt": "2.42.0.251225135753_193295",
39
  "onnx_runtime": "1.24.3"
40
  },
41
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-w8a8.zip"
42
  }
43
  }
44
  },
 
48
  "tool_versions": {
49
  "qairt": "2.45.0.260326154327"
50
  },
51
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-qnn_dlc-w8a16.zip"
52
  },
53
  "onnx": {
54
  "tool_versions": {
55
  "qairt": "2.42.0.251225135753_193295",
56
  "onnx_runtime": "1.24.3"
57
  },
58
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.54.0/detectron2_detection-onnx-w8a16.zip"
59
  }
60
  }
61
  }