v0.47.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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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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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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| Detectron2ProposalGenerator | ONNX |
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| Detectron2ProposalGenerator | QNN_DLC |
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| Detectron2ProposalGenerator | QNN_DLC |
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| Detectron2ProposalGenerator | QNN_DLC |
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon®
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon®
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 |
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| Detectron2ProposalGenerator | QNN_DLC |
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon®
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® 8
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| Detectron2ProposalGenerator | TFLITE |
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| Detectron2ROIHead | ONNX |
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| Detectron2ROIHead | QNN_DLC |
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## License
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* The license for the original implementation of Detectron2-Detection can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-onnx-float.zip)
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| ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-onnx-w8a16.zip)
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| ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-onnx-w8a8.zip)
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| QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-qnn_dlc-float.zip)
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| QNN_DLC | w8a16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-qnn_dlc-w8a16.zip)
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| QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-qnn_dlc-w8a8.zip)
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| TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/detectron2_detection-tflite-float.zip)
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| TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/detectron2_detection/releases/v0.47.0/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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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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| Detectron2ProposalGenerator | ONNX | float | Snapdragon® X Elite | 37.074 ms | 66 - 66 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 27.978 ms | 32 - 569 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Qualcomm® QCS8550 (Proxy) | 38.418 ms | 11 - 46 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Qualcomm® QCS9075 | 62.68 ms | 7 - 17 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 21.945 ms | 3 - 447 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.431 ms | 32 - 489 MB | NPU
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| Detectron2ProposalGenerator | ONNX | float | Snapdragon® X2 Elite | 17.605 ms | 64 - 64 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® X Elite | 19.967 ms | 33 - 33 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 13.535 ms | 16 - 561 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Qualcomm® QCS6490 | 3020.978 ms | 187 - 204 MB | CPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 19.372 ms | 6 - 30 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Qualcomm® QCS9075 | 28.184 ms | 16 - 19 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 10.412 ms | 14 - 532 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 1403.322 ms | 196 - 204 MB | CPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 8.555 ms | 18 - 520 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a16 | Snapdragon® X2 Elite | 9.801 ms | 35 - 35 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® X Elite | 11.717 ms | 19 - 19 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 8.533 ms | 10 - 474 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Qualcomm® QCS6490 | 443.732 ms | 151 - 178 MB | CPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 12.058 ms | 0 - 27 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Qualcomm® QCS9075 | 16.812 ms | 14 - 17 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Qualcomm® QCM6690 | 433.71 ms | 152 - 160 MB | CPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 6.358 ms | 8 - 432 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 358.955 ms | 124 - 131 MB | CPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 4.772 ms | 4 - 423 MB | NPU
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| Detectron2ProposalGenerator | ONNX | w8a8 | Snapdragon® X2 Elite | 4.921 ms | 19 - 19 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Snapdragon® X Elite | 57.804 ms | 7 - 7 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 40.818 ms | 7 - 563 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 188.394 ms | 1 - 460 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 57.304 ms | 7 - 10 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® SA8775P | 70.815 ms | 1 - 461 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 91.655 ms | 7 - 501 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® SA7255P | 188.394 ms | 1 - 460 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Qualcomm® SA8295P | 81.104 ms | 0 - 423 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 29.968 ms | 0 - 468 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 23.582 ms | 7 - 480 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | float | Snapdragon® X2 Elite | 24.012 ms | 7 - 7 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® X Elite | 45.233 ms | 4 - 4 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 29.111 ms | 4 - 599 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 163.604 ms | 3 - 14 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 83.166 ms | 0 - 495 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 43.889 ms | 4 - 7 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® SA8775P | 43.794 ms | 1 - 496 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 77.893 ms | 1 - 11 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 435.438 ms | 6 - 564 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 59.385 ms | 4 - 578 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® SA7255P | 83.166 ms | 0 - 495 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Qualcomm® SA8295P | 59.614 ms | 0 - 495 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 25.704 ms | 4 - 430 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.312 ms | 4 - 506 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 23.263 ms | 4 - 479 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 24.811 ms | 4 - 4 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® X Elite | 40.397 ms | 2 - 2 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.586 ms | 2 - 494 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 65.545 ms | 2 - 8 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 70.036 ms | 2 - 428 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 39.835 ms | 2 - 251 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® SA8775P | 184.045 ms | 2 - 428 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 45.645 ms | 0 - 6 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 176.121 ms | 2 - 418 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 46.823 ms | 2 - 485 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® SA7255P | 70.036 ms | 2 - 428 MB | NPU
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| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Qualcomm® SA8295P | 45.96 ms | 2 - 430 MB | NPU
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| 129 |
+
| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.716 ms | 2 - 415 MB | NPU
|
| 130 |
+
| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 29.804 ms | 2 - 437 MB | NPU
|
| 131 |
+
| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 21.191 ms | 2 - 421 MB | NPU
|
| 132 |
+
| Detectron2ProposalGenerator | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 21.63 ms | 2 - 2 MB | NPU
|
| 133 |
+
| Detectron2ProposalGenerator | TFLITE | float | Qualcomm® SA8295P | 62.052 ms | 11 - 443 MB | NPU
|
| 134 |
+
| Detectron2ProposalGenerator | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 23.662 ms | 9 - 475 MB | NPU
|
| 135 |
+
| Detectron2ProposalGenerator | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 17.823 ms | 10 - 476 MB | NPU
|
| 136 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 12.329 ms | 1 - 469 MB | NPU
|
| 137 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 30.324 ms | 3 - 400 MB | NPU
|
| 138 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 16.645 ms | 3 - 6 MB | NPU
|
| 139 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® SA8775P | 17.111 ms | 3 - 400 MB | NPU
|
| 140 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 20.783 ms | 3 - 458 MB | NPU
|
| 141 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® SA7255P | 30.324 ms | 3 - 400 MB | NPU
|
| 142 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Qualcomm® SA8295P | 21.732 ms | 3 - 401 MB | NPU
|
| 143 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 8.961 ms | 2 - 424 MB | NPU
|
| 144 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 23.654 ms | 3 - 448 MB | NPU
|
| 145 |
+
| Detectron2ProposalGenerator | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 7.291 ms | 1 - 424 MB | NPU
|
| 146 |
+
| Detectron2ROIHead | ONNX | float | Snapdragon® X Elite | 67.58 ms | 29 - 29 MB | NPU
|
| 147 |
+
| Detectron2ROIHead | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 47.86 ms | 1 - 1455 MB | NPU
|
| 148 |
+
| Detectron2ROIHead | ONNX | float | Qualcomm® QCS8550 (Proxy) | 65.057 ms | 0 - 34 MB | NPU
|
| 149 |
+
| Detectron2ROIHead | ONNX | float | Qualcomm® QCS9075 | 115.813 ms | 10 - 22 MB | NPU
|
| 150 |
+
| Detectron2ROIHead | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 43.039 ms | 1 - 1277 MB | NPU
|
| 151 |
+
| Detectron2ROIHead | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 27.598 ms | 10 - 1364 MB | NPU
|
| 152 |
+
| Detectron2ROIHead | ONNX | float | Snapdragon® X2 Elite | 31.311 ms | 32 - 32 MB | NPU
|
| 153 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® X Elite | 34.313 ms | 12 - 12 MB | NPU
|
| 154 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.859 ms | 5 - 487 MB | NPU
|
| 155 |
+
| Detectron2ROIHead | ONNX | w8a16 | Qualcomm® QCS6490 | 8742.973 ms | 3037 - 3050 MB | CPU
|
| 156 |
+
| Detectron2ROIHead | ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 33.494 ms | 0 - 18 MB | NPU
|
| 157 |
+
| Detectron2ROIHead | ONNX | w8a16 | Qualcomm® QCS9075 | 44.996 ms | 5 - 8 MB | NPU
|
| 158 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 20.732 ms | 1 - 464 MB | NPU
|
| 159 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 3817.919 ms | 2959 - 2966 MB | CPU
|
| 160 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 15.751 ms | 5 - 477 MB | NPU
|
| 161 |
+
| Detectron2ROIHead | ONNX | w8a16 | Snapdragon® X2 Elite | 17.179 ms | 14 - 14 MB | NPU
|
| 162 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® X Elite | 19.907 ms | 14 - 14 MB | NPU
|
| 163 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 14.224 ms | 2 - 365 MB | NPU
|
| 164 |
+
| Detectron2ROIHead | ONNX | w8a8 | Qualcomm® QCS6490 | 1720.255 ms | 2531 - 2540 MB | CPU
|
| 165 |
+
| Detectron2ROIHead | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 19.341 ms | 0 - 25 MB | NPU
|
| 166 |
+
| Detectron2ROIHead | ONNX | w8a8 | Qualcomm® QCS9075 | 80.324 ms | 2 - 5 MB | NPU
|
| 167 |
+
| Detectron2ROIHead | ONNX | w8a8 | Qualcomm® QCM6690 | 1072.811 ms | 2434 - 2441 MB | CPU
|
| 168 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 9.961 ms | 1 - 325 MB | NPU
|
| 169 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1008.019 ms | 2441 - 2448 MB | CPU
|
| 170 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.715 ms | 0 - 319 MB | NPU
|
| 171 |
+
| Detectron2ROIHead | ONNX | w8a8 | Snapdragon® X2 Elite | 9.381 ms | 15 - 15 MB | NPU
|
| 172 |
+
| Detectron2ROIHead | QNN_DLC | float | Snapdragon® X Elite | 64.441 ms | 10 - 10 MB | NPU
|
| 173 |
+
| Detectron2ROIHead | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 48.826 ms | 10 - 2077 MB | NPU
|
| 174 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 332.799 ms | 0 - 1472 MB | NPU
|
| 175 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 64.013 ms | 10 - 15 MB | NPU
|
| 176 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® SA8775P | 96.905 ms | 0 - 1472 MB | NPU
|
| 177 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 115.538 ms | 9 - 455 MB | NPU
|
| 178 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® SA7255P | 332.799 ms | 0 - 1472 MB | NPU
|
| 179 |
+
| Detectron2ROIHead | QNN_DLC | float | Qualcomm® SA8295P | 88.645 ms | 0 - 392 MB | NPU
|
| 180 |
+
| Detectron2ROIHead | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 41.696 ms | 0 - 1466 MB | NPU
|
| 181 |
+
| Detectron2ROIHead | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 28.427 ms | 8 - 1559 MB | NPU
|
| 182 |
+
| Detectron2ROIHead | QNN_DLC | float | Snapdragon® X2 Elite | 32.146 ms | 10 - 10 MB | NPU
|
| 183 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® X Elite | 33.461 ms | 5 - 5 MB | NPU
|
| 184 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 24.473 ms | 5 - 433 MB | NPU
|
| 185 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 147.394 ms | 2 - 8 MB | NPU
|
| 186 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 98.915 ms | 5 - 372 MB | NPU
|
| 187 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 32.702 ms | 5 - 338 MB | NPU
|
| 188 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® SA8775P | 32.63 ms | 5 - 372 MB | NPU
|
| 189 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 44.93 ms | 2 - 9 MB | NPU
|
| 190 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 661.878 ms | 5 - 579 MB | NPU
|
| 191 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 61.136 ms | 5 - 431 MB | NPU
|
| 192 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® SA7255P | 98.915 ms | 5 - 372 MB | NPU
|
| 193 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Qualcomm® SA8295P | 51.396 ms | 0 - 367 MB | NPU
|
| 194 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 19.284 ms | 5 - 423 MB | NPU
|
| 195 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 56.878 ms | 5 - 464 MB | NPU
|
| 196 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 13.905 ms | 5 - 425 MB | NPU
|
| 197 |
+
| Detectron2ROIHead | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 16.087 ms | 5 - 5 MB | NPU
|
| 198 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® X Elite | 19.941 ms | 2 - 2 MB | NPU
|
| 199 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 14.095 ms | 2 - 362 MB | NPU
|
| 200 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 85.657 ms | 2 - 6 MB | NPU
|
| 201 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 53.066 ms | 2 - 305 MB | NPU
|
| 202 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 19.4 ms | 2 - 4 MB | NPU
|
| 203 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® SA8775P | 89.528 ms | 2 - 306 MB | NPU
|
| 204 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 80.551 ms | 0 - 4 MB | NPU
|
| 205 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 348.705 ms | 2 - 401 MB | NPU
|
| 206 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 40.229 ms | 2 - 355 MB | NPU
|
| 207 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® SA7255P | 53.066 ms | 2 - 305 MB | NPU
|
| 208 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Qualcomm® SA8295P | 29.313 ms | 2 - 306 MB | NPU
|
| 209 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 10.412 ms | 2 - 321 MB | NPU
|
| 210 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 31.219 ms | 2 - 337 MB | NPU
|
| 211 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 8.682 ms | 2 - 319 MB | NPU
|
| 212 |
+
| Detectron2ROIHead | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 9.889 ms | 2 - 2 MB | NPU
|
| 213 |
+
| Detectron2ROIHead | TFLITE | float | Qualcomm® SA8295P | 792.595 ms | 0 - 1587 MB | CPU
|
| 214 |
+
| Detectron2ROIHead | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2170.694 ms | 0 - 2769 MB | NPU
|
| 215 |
+
| Detectron2ROIHead | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 2031.24 ms | 0 - 2954 MB | NPU
|
| 216 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 233.955 ms | 0 - 2308 MB | NPU
|
| 217 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 481.222 ms | 0 - 1307 MB | NPU
|
| 218 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 307.116 ms | 0 - 3 MB | NPU
|
| 219 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® SA8775P | 333.72 ms | 0 - 1307 MB | NPU
|
| 220 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 860.007 ms | 2 - 849 MB | NPU
|
| 221 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® SA7255P | 481.222 ms | 0 - 1307 MB | NPU
|
| 222 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Qualcomm® SA8295P | 350.846 ms | 0 - 734 MB | NPU
|
| 223 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 175.332 ms | 0 - 1311 MB | NPU
|
| 224 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1852.76 ms | 1084 - 2335 MB | NPU
|
| 225 |
+
| Detectron2ROIHead | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 158.456 ms | 0 - 1613 MB | NPU
|
| 226 |
|
| 227 |
## License
|
| 228 |
* The license for the original implementation of Detectron2-Detection can be found
|