v0.55.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.
- README.md +22 -23
- release_assets.json +4 -4
README.md
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@@ -29,8 +29,8 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.
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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/rangenet_plus_plus/releases/v0.
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For more device-specific assets and performance metrics, visit **[RangeNet-Plus-Plus on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rangenet_plus_plus)**.
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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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|---|---|---|---|---|---|---
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon®
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon®
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| RangeNet-Plus-Plus | ONNX | float |
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon®
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| RangeNet-Plus-Plus | ONNX | float |
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| RangeNet-Plus-Plus | ONNX | float | Qualcomm®
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| RangeNet-Plus-Plus |
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| RangeNet-Plus-Plus |
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| RangeNet-Plus-Plus | TFLITE | float |
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| RangeNet-Plus-Plus | TFLITE | float |
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| RangeNet-Plus-Plus | TFLITE | float |
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float |
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float |
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm®
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA7255P | 595.836 ms | 0 - 308 MB | NPU
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## License
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* The license for the original implementation of RangeNet-Plus-Plus 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 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rangenet_plus_plus/releases/v0.55.0/rangenet_plus_plus-onnx-float.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/rangenet_plus_plus/releases/v0.55.0/rangenet_plus_plus-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[RangeNet-Plus-Plus on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/rangenet_plus_plus)**.
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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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|---|---|---|---|---|---|---
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 43.811 ms | 3 - 332 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon® X2 Elite | 49.542 ms | 165 - 165 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 75.497 ms | 3 - 465 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS8550 (Proxy) | 100.826 ms | 0 - 125 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 58.87 ms | 1 - 328 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS9075 | 159.124 ms | 2 - 48 MB | NPU
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| RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS8750 | 58.87 ms | 1 - 328 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 44.104 ms | 0 - 315 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 77.735 ms | 0 - 509 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8275 | 596.851 ms | 1 - 308 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 98.487 ms | 0 - 137 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8775P | 154.752 ms | 1 - 309 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8650P | 154.752 ms | 1 - 309 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8255P | 154.752 ms | 1 - 309 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 191.599 ms | 0 - 497 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 60.9 ms | 0 - 293 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS9075 | 168.496 ms | 0 - 107 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA7255P | 596.851 ms | 1 - 308 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8295P | 171.982 ms | 1 - 302 MB | NPU
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| RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8750 | 60.9 ms | 0 - 293 MB | NPU
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## License
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* The license for the original implementation of RangeNet-Plus-Plus can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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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/rangenet_plus_plus/releases/v0.
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},
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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.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rangenet_plus_plus/releases/v0.
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}
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}
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}
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{
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"version": "0.55.0",
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"precisions": {
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"float": {
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"universal_assets": {
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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/rangenet_plus_plus/releases/v0.55.0/rangenet_plus_plus-tflite-float.zip"
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},
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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": "1.25.0"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rangenet_plus_plus/releases/v0.55.0/rangenet_plus_plus-onnx-float.zip"
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}
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}
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}
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