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v0.55.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.

Files changed (2) hide show
  1. README.md +41 -56
  2. release_assets.json +7 -7
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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.54.0/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/v0.54.0/cvt-onnx-w8a16_mixed_fp16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.54.0/cvt-qnn_dlc-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/cvt/releases/v0.54.0/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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@@ -60,58 +60,43 @@ 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 | 167.029 ms | 8 - 2259 MB | NPU
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- | CVT | ONNX | float | Snapdragon® 8 Elite Mobile | 184.398 ms | 1 - 2182 MB | NPU
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- | CVT | ONNX | float | Snapdragon® X2 Elite | 176.591 ms | 20 - 20 MB | NPU
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- | CVT | ONNX | float | Snapdragon® X Elite | 278.481 ms | 18 - 18 MB | NPU
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- | CVT | ONNX | float | Snapdragon® X Elite | 278.481 ms | 18 - 18 MB | NPU
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- | CVT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 219.232 ms | 8 - 2573 MB | NPU
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- | CVT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 324.375 ms | 0 - 24 MB | NPU
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- | CVT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 184.398 ms | 1 - 2182 MB | NPU
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- | CVT | ONNX | float | Qualcomm® QCS9075 | 317.491 ms | 7 - 10 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 231.104 ms | 6 - 1303 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 259.673 ms | 3 - 1132 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 221.752 ms | 18 - 18 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 360.759 ms | 15 - 15 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 360.759 ms | 15 - 15 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 303.763 ms | 6 - 1626 MB | NPU
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- | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 259.673 ms | 3 - 1132 MB | NPU
79
- | CVT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 175.777 ms | 7 - 2297 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 184.274 ms | 7 - 2297 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X2 Elite | 181.946 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X Elite | 283.582 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X Elite | 283.582 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 230.709 ms | 7 - 2575 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 330.767 ms | 8 - 11 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA7255P | 425.192 ms | 2 - 2213 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8295P | 331.758 ms | 0 - 2324 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 184.274 ms | 7 - 2297 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS9075 | 322.69 ms | 7 - 17 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 440.217 ms | 5 - 2718 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 204.115 ms | 4 - 2349 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 211.344 ms | 4 - 2334 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 206.993 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 316.76 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 316.76 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 248.984 ms | 4 - 2591 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 353.757 ms | 4 - 8 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 396.175 ms | 4 - 9 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 211.344 ms | 4 - 2334 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA7255P | 473.078 ms | 3 - 2319 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.523 ms | 0 - 2304 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Elite Mobile | 182.509 ms | 0 - 2353 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 216.769 ms | 0 - 2674 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 299.412 ms | 0 - 4 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® SA8295P | 329.079 ms | 0 - 2307 MB | NPU
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- | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 182.509 ms | 0 - 2353 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS9075 | 317.618 ms | 0 - 36 MB | NPU
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- | CVT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 423.956 ms | 0 - 2726 MB | NPU
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116
  ## License
117
  * The license for the original implementation of CVT can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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/cvt/releases/v0.55.0/cvt-onnx-float.zip)
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+ | ONNX | w8a16_mixed_fp16 | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.55.0/cvt-onnx-w8a16_mixed_fp16.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.55.0/cvt-qnn_dlc-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/cvt/releases/v0.55.0/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)**.
36
 
 
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  ## Performance Summary
61
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
62
  |---|---|---|---|---|---|---
63
+ | CVT | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 180.758 ms | 8 - 2258 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® X2 Elite | 182.295 ms | 205 - 205 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® X Elite | 284.357 ms | 147 - 147 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 243.389 ms | 8 - 2601 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 306.931 ms | 0 - 25 MB | NPU
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+ | CVT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 186.596 ms | 5 - 2270 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS9075 | 321.296 ms | 7 - 52 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS8750 | 186.596 ms | 5 - 2270 MB | NPU
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+ | CVT | ONNX | float | Qualcomm® QCS7181 | 284.357 ms | 147 - 147 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 218.945 ms | 15 - 1246 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 298.525 ms | 15 - 1617 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 261.974 ms | 13 - 1107 MB | NPU
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+ | CVT | ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8750 | 261.974 ms | 13 - 1107 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 168.835 ms | 7 - 2297 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® X2 Elite | 182.659 ms | 7 - 7 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® X Elite | 286.587 ms | 7 - 7 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 222.542 ms | 0 - 2569 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8275 | 425.777 ms | 2 - 2214 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 333.185 ms | 8 - 12 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8775P | 293.056 ms | 2 - 2213 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8650P | 293.056 ms | 2 - 2213 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8255P | 293.056 ms | 2 - 2213 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 441.965 ms | 7 - 2719 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA7255P | 425.777 ms | 2 - 2214 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® SA8295P | 334.17 ms | 0 - 2323 MB | NPU
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+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 181.922 ms | 0 - 2290 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS9075 | 322.616 ms | 7 - 17 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS8750 | 181.922 ms | 0 - 2290 MB | NPU
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+ | CVT | QNN_DLC | float | Qualcomm® QCS7181 | 286.587 ms | 7 - 7 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.616 ms | 0 - 2305 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 224.577 ms | 0 - 2670 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 321.143 ms | 0 - 4 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 440.053 ms | 1 - 2726 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® SA8295P | 330.943 ms | 0 - 2306 MB | NPU
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+ | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 180.728 ms | 1 - 2364 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS9075 | 318.129 ms | 0 - 36 MB | NPU
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+ | CVT | TFLITE | float | Qualcomm® QCS8750 | 180.728 ms | 1 - 2364 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
@@ -1,5 +1,5 @@
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  {
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- "version": "0.54.0",
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  "precisions": {
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  "float": {
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  "universal_assets": {
@@ -8,20 +8,20 @@
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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/cvt/releases/v0.54.0/cvt-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.54.0/cvt-qnn_dlc-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": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.54.0/cvt-onnx-float.zip"
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  }
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  }
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  },
@@ -30,9 +30,9 @@
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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": "1.24.3"
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  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.54.0/cvt-onnx-w8a16_mixed_fp16.zip"
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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",
9
  "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/cvt/releases/v0.55.0/cvt-tflite-float.zip"
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  },
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  "qnn_dlc": {
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  "tool_versions": {
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  "qairt": "2.45.0.260326154327"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.55.0/cvt-qnn_dlc-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/cvt/releases/v0.55.0/cvt-onnx-float.zip"
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  }
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  }
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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/cvt/releases/v0.55.0/cvt-onnx-w8a16_mixed_fp16.zip"
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  }
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  }
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  }