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DDColor

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +30 -32
README.md CHANGED
@@ -27,14 +27,14 @@ 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 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-onnx-w8a8.zip)
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- | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-onnx-w8a8_mixed_int16.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-qnn_dlc-w8a8.zip)
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- | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-qnn_dlc-w8a8_mixed_int16.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.46.0/ddcolor-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DDColor on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddcolor)**.
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@@ -64,30 +64,28 @@ See our repository for [DDColor on GitHub](https://github.com/quic/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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- | DDColor | QNN_DLC | float | Snapdragon® X Elite | 1135.963 ms | 1 - 1 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 826.47 ms | 0 - 1160 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1983.976 ms | 1 - 795 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1100.967 ms | 1 - 4 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 1101.267 ms | 1 - 644 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS9075 | 1106.511 ms | 1 - 4 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1191.042 ms | 0 - 482 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA7255P | 1983.976 ms | 1 - 795 MB | NPU
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- | DDColor | QNN_DLC | float | Qualcomm® SA8295P | 1222.255 ms | 1 - 410 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 832.809 ms | 1 - 754 MB | NPU
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- | DDColor | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 682.665 ms | 1 - 655 MB | NPU
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- | DDColor | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1206.113 ms | 0 - 569 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCS6490 | 678.572 ms | 106 - 235 MB | CPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3031.978 ms | 1 - 483 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1697.236 ms | 0 - 4 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® SA8775P | 1730.938 ms | 0 - 496 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCS9075 | 1670.237 ms | 0 - 62 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCM6690 | 1694.244 ms | 9 - 409 MB | CPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2119.822 ms | 0 - 551 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® SA7255P | 3031.978 ms | 1 - 483 MB | NPU
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- | DDColor | TFLITE | w8a8 | Qualcomm® SA8295P | 2039.833 ms | 0 - 348 MB | NPU
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- | DDColor | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 936.183 ms | 0 - 457 MB | NPU
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- | DDColor | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 487.698 ms | 4 - 374 MB | CPU
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- | DDColor | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 936.444 ms | 0 - 492 MB | NPU
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  ## License
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  * The license for the original implementation of DDColor 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-onnx-w8a8.zip)
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+ | ONNX | w8a8_mixed_int16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-onnx-w8a8_mixed_int16.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/ddcolor/releases/v0.47.0/ddcolor-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-qnn_dlc-w8a8.zip)
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+ | QNN_DLC | w8a8_mixed_int16 | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-qnn_dlc-w8a8_mixed_int16.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/ddcolor/releases/v0.47.0/ddcolor-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/ddcolor/releases/v0.47.0/ddcolor-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[DDColor on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/ddcolor)**.
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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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+ | DDColor | QNN_DLC | float | Snapdragon® X Elite | 1147.868 ms | 1 - 1 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 827.609 ms | 0 - 1372 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1999.063 ms | 1 - 782 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1099.417 ms | 1 - 460 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8775P | 1108.575 ms | 1 - 754 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1202.858 ms | 0 - 484 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA7255P | 1999.063 ms | 1 - 782 MB | NPU
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+ | DDColor | QNN_DLC | float | Qualcomm® SA8295P | 1260.185 ms | 1 - 409 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 832.825 ms | 0 - 782 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 681.166 ms | 0 - 728 MB | NPU
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+ | DDColor | QNN_DLC | float | Snapdragon® X2 Elite | 712.925 ms | 1 - 1 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 1203.972 ms | 0 - 570 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 3033.483 ms | 0 - 332 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 1731.536 ms | 0 - 3 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® SA8775P | 1729.814 ms | 0 - 332 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® QCM6690 | 1749.173 ms | 10 - 411 MB | CPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 2116.214 ms | 0 - 557 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® SA7255P | 3033.483 ms | 0 - 332 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Qualcomm® SA8295P | 2042.093 ms | 0 - 333 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 967.05 ms | 58 - 474 MB | NPU
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+ | DDColor | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 491.275 ms | 93 - 463 MB | CPU
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+ | DDColor | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 935.414 ms | 0 - 499 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of DDColor can be found