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v0.56.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.

Files changed (2) hide show
  1. README.md +27 -22
  2. release_assets.json +5 -5
README.md CHANGED
@@ -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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  |---|---|---|---|---|
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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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@@ -60,26 +60,31 @@ See our repository for [RangeNet-Plus-Plus on GitHub](https://github.com/qualcom
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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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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/rangenet_plus_plus/releases/v0.56.0/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/v0.56.0/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® X2 Elite | 49.351 ms | 210 - 210 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Snapdragon® X Elite | 99.787 ms | 147 - 147 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 75.688 ms | 47 - 492 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Gen 1 Mobile | 214.848 ms | 3 - 441 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS8550 (Proxy) | 102.175 ms | 0 - 113 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS8450 | 214.848 ms | 3 - 441 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 42.224 ms | 2 - 342 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS9075 | 159.825 ms | 2 - 48 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Snapdragon® 8 Elite Mobile | 59.183 ms | 1 - 321 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS8750 | 59.183 ms | 1 - 321 MB | NPU
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+ | RangeNet-Plus-Plus | ONNX | float | Qualcomm® QCS7181 | 99.787 ms | 147 - 147 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 78.955 ms | 1 - 510 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 197.635 ms | 1 - 499 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8275 | 596.038 ms | 1 - 308 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 106.778 ms | 0 - 96 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8775P | 1229.142 ms | 0 - 29 MB | GPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8650P | 1229.142 ms | 0 - 29 MB | GPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8255P | 1229.142 ms | 0 - 29 MB | GPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8450 | 197.635 ms | 1 - 499 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 43.272 ms | 6 - 323 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA7255P | 596.038 ms | 1 - 308 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS9075 | 167.687 ms | 0 - 107 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Snapdragon® 8 Elite Mobile | 60.072 ms | 1 - 294 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® SA8295P | 172.041 ms | 1 - 302 MB | NPU
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+ | RangeNet-Plus-Plus | TFLITE | float | Qualcomm® QCS8750 | 60.072 ms | 1 - 294 MB | NPU
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  ## License
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  * The license for the original implementation of RangeNet-Plus-Plus can be found
release_assets.json CHANGED
@@ -1,21 +1,21 @@
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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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  "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/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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  {
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+ "version": "0.56.0",
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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": "1.4.4"
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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/v0.56.0/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": "2.45.0.260326154327",
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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/v0.56.0/rangenet_plus_plus-onnx-float.zip"
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  }
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  }
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  }