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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 +38 -36
  2. release_assets.json +1 -1
README.md CHANGED
@@ -27,10 +27,10 @@ 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-onnx-float.zip)
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- | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-onnx-w8a16_mixed_fp16.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/cvt/releases/v0.50.1/cvt-qnn_dlc-float.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/cvt/releases/v0.50.1/cvt-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CVT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/cvt)**.
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@@ -60,38 +60,40 @@ See our repository for [CVT on GitHub](https://github.com/qualcomm/ai-hub-models
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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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- | CVT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 171.988 ms | 8 - 2260 MB | NPU
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- | CVT | ONNX | float | Snapdragon® X2 Elite | 182.188 ms | 20 - 20 MB | NPU
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- | CVT | ONNX | float | Snapdragon® X Elite | 287.623 ms | 18 - 18 MB | NPU
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- | CVT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 227.423 ms | 8 - 2577 MB | NPU
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- | CVT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 334.942 ms | 0 - 25 MB | NPU
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- | CVT | ONNX | float | Qualcomm® QCS9075 | 326.748 ms | 7 - 10 MB | NPU
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- | CVT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 187.975 ms | 3 - 2221 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 218.853 ms | 16 - 1268 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 224.119 ms | 18 - 18 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 362.93 ms | 16 - 16 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 305.395 ms | 16 - 1625 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 262.881 ms | 11 - 1131 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.735 ms | 7 - 2257 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X2 Elite | 180.206 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X Elite | 280.668 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 221.875 ms | 8 - 2558 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 420.154 ms | 2 - 2186 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 329.64 ms | 8 - 10 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 921.757 ms | 2 - 2187 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 438.698 ms | 7 - 2650 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA7255P | 420.154 ms | 2 - 2186 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8295P | 333.383 ms | 0 - 2240 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 181.741 ms | 7 - 2171 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 171.23 ms | 0 - 2287 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 236.917 ms | 0 - 2561 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 426.413 ms | 0 - 2193 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 332.736 ms | 0 - 3 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® SA8775P | 296.216 ms | 0 - 2192 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 454.134 ms | 1 - 2732 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® SA7255P | 426.413 ms | 0 - 2193 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® SA8295P | 340.434 ms | 0 - 2289 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 187.198 ms | 0 - 2237 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of CVT 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/cvt/releases/v0.50.2/cvt-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/cvt/releases/v0.50.2/cvt-onnx-w8a16_mixed_fp16.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/cvt/releases/v0.50.2/cvt-qnn_dlc-float.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/cvt/releases/v0.50.2/cvt-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[CVT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/cvt)**.
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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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+ | CVT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 183.261 ms | 8 - 2259 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® X2 Elite | 181.596 ms | 20 - 20 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® X Elite | 284.158 ms | 18 - 18 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 249.776 ms | 8 - 2579 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 336.501 ms | 0 - 25 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS9075 | 326.612 ms | 7 - 10 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 190.129 ms | 5 - 2223 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 260.79 ms | 62 - 1220 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 255.715 ms | 69 - 69 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 424.841 ms | 70 - 70 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 365.931 ms | 58 - 2557 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 277.338 ms | 57 - 1050 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 167.529 ms | 7 - 2257 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® X2 Elite | 180.883 ms | 7 - 7 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® X Elite | 279.839 ms | 7 - 7 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 222.043 ms | 6 - 2553 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 420.185 ms | 1 - 2187 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 333.586 ms | 7 - 10 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8775P | 291.639 ms | 2 - 2187 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS9075 | 323.621 ms | 7 - 16 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 442.643 ms | 6 - 2647 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA7255P | 420.185 ms | 1 - 2187 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8295P | 333.101 ms | 1 - 2241 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 184.94 ms | 7 - 2170 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 181.707 ms | 0 - 2244 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 226.435 ms | 0 - 2561 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 425.499 ms | 0 - 2194 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 311.817 ms | 0 - 4 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® SA8775P | 296.258 ms | 0 - 2193 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS9075 | 326.991 ms | 0 - 35 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 461.625 ms | 1 - 2670 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® SA7255P | 425.499 ms | 0 - 2194 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® SA8295P | 337.147 ms | 0 - 2230 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 187.619 ms | 0 - 2258 MB | NPU
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  ## License
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  * The license for the original implementation of CVT can be found
release_assets.json CHANGED
@@ -1 +1 @@
1
- {"version":"0.50.1","precisions":{"w8a16_mixed_fp16":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-onnx-w8a16_mixed_fp16.zip"}}},"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.1/cvt-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/cvt/releases/v0.50.2/cvt-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.50.2/cvt-qnn_dlc-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/cvt/releases/v0.50.2/cvt-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/cvt/releases/v0.50.2/cvt-onnx-w8a16_mixed_fp16.zip"}}}}}