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BEVDet

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v0.50.2

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See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +27 -27
  2. release_assets.json +1 -1
README.md CHANGED
@@ -28,9 +28,9 @@ 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 | ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-onnx-float.zip)
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- | ONNX | w8a16_mixed_fp16 | Universal | ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-onnx-w8a16_mixed_fp16.zip)
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- | TFLITE | float | Universal | TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[BEVDet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/bevdet)**.
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@@ -59,30 +59,30 @@ See our repository for [BEVDet on GitHub](https://github.com/qualcomm/ai-hub-mod
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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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- | BEVDet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1406.545 ms | 250 - 261 MB | CPU
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- | BEVDet | ONNX | float | Snapdragon® X2 Elite | 585.738 ms | 732 - 732 MB | CPU
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- | BEVDet | ONNX | float | Snapdragon® X Elite | 731.623 ms | 731 - 731 MB | CPU
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- | BEVDet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2030.734 ms | 217 - 227 MB | CPU
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- | BEVDet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2719.76 ms | 184 - 189 MB | CPU
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- | BEVDet | ONNX | float | Qualcomm® QCS9075 | 1518.07 ms | 235 - 251 MB | CPU
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- | BEVDet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1394.902 ms | 238 - 246 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 1903.039 ms | 319 - 333 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 783.304 ms | 1240 - 1240 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 973.916 ms | 712 - 712 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 2276.386 ms | 362 - 374 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 2635.28 ms | 327 - 410 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 1869.979 ms | 423 - 430 MB | CPU
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- | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 1663.062 ms | 324 - 334 MB | CPU
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- | BEVDet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1050.395 ms | 88 - 100 MB | CPU
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- | BEVDet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1915.137 ms | 124 - 139 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3128.487 ms | 128 - 138 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 1963.926 ms | 102 - 106 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® SA8775P | 2517.53 ms | 129 - 140 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® QCS9075 | 2401.122 ms | 126 - 1473 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2380.625 ms | 129 - 151 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® SA7255P | 3128.487 ms | 128 - 138 MB | CPU
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- | BEVDet | TFLITE | float | Qualcomm® SA8295P | 2017.215 ms | 79 - 86 MB | CPU
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- | BEVDet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1366.433 ms | 127 - 143 MB | CPU
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  ## License
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  * The license for the original implementation of BEVDet 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 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-onnx-float.zip)
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+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-onnx-w8a16_mixed_fp16.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[BEVDet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/bevdet)**.
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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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+ | BEVDet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1294.705 ms | 243 - 255 MB | CPU
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+ | BEVDet | ONNX | float | Snapdragon® X2 Elite | 593.981 ms | 735 - 735 MB | CPU
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+ | BEVDet | ONNX | float | Snapdragon® X Elite | 716.192 ms | 731 - 731 MB | CPU
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+ | BEVDet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2184.526 ms | 191 - 201 MB | CPU
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+ | BEVDet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 2525.094 ms | 175 - 190 MB | CPU
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+ | BEVDet | ONNX | float | Qualcomm® QCS9075 | 1518.109 ms | 233 - 262 MB | CPU
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+ | BEVDet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 1430.074 ms | 239 - 248 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 1952.078 ms | 315 - 329 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 767.638 ms | 1230 - 1230 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 939.559 ms | 1238 - 1238 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 2334.431 ms | 348 - 363 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 2703.107 ms | 383 - 402 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 1875.752 ms | 412 - 432 MB | CPU
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+ | BEVDet | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 1626.633 ms | 322 - 336 MB | CPU
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+ | BEVDet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1158.727 ms | 87 - 98 MB | CPU
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+ | BEVDet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1723.799 ms | 100 - 111 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 3151.407 ms | 128 - 137 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 2076.946 ms | 0 - 856 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® SA8775P | 2477.676 ms | 127 - 138 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® QCS9075 | 2397.198 ms | 127 - 1331 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 2413.945 ms | 124 - 141 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® SA7255P | 3151.407 ms | 128 - 137 MB | CPU
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+ | BEVDet | TFLITE | float | Qualcomm® SA8295P | 1830.266 ms | 127 - 137 MB | CPU
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+ | BEVDet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 1317.654 ms | 136 - 149 MB | CPU
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  ## License
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  * The license for the original implementation of BEVDet can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a16_mixed_fp16":{"universal_assets":{"onnx":{"tool_versions":{"onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-onnx-w8a16_mixed_fp16.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-tflite-float.zip"},"onnx":{"tool_versions":{"onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.1/bevdet-onnx-float.zip"}}}}}
 
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+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-onnx-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-tflite-float.zip"}}},"w8a16_mixed_fp16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/bevdet/releases/v0.50.2/bevdet-onnx-w8a16_mixed_fp16.zip"}}}}}