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Inception-v3

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v0.52.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.52.0 for changelog.

Files changed (2) hide show
  1. README.md +33 -33
  2. release_assets.json +9 -9
README.md CHANGED
@@ -28,12 +28,12 @@ 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/inception_v3/releases/v0.51.0/inception_v3-onnx-float.zip)
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- | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-onnx-w8a8.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/inception_v3/releases/v0.51.0/inception_v3-qnn_dlc-float.zip)
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- | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-qnn_dlc-w8a8.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/inception_v3/releases/v0.51.0/inception_v3-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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@@ -80,33 +80,33 @@ See our repository for [Inception-v3 on GitHub](https://github.com/qualcomm/ai-h
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  | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.944 ms | 10 - 20 MB | CPU
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  | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 52 MB | NPU
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  | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.035 ms | 15 - 25 MB | CPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.764 ms | 1 - 36 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.818 ms | 1 - 1 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.405 ms | 1 - 1 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.033 ms | 0 - 52 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.823 ms | 1 - 33 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.363 ms | 0 - 3 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.231 ms | 1 - 34 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.061 ms | 3 - 5 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.345 ms | 0 - 54 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.823 ms | 1 - 33 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.678 ms | 0 - 30 MB | NPU
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- | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.893 ms | 0 - 36 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.369 ms | 0 - 52 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.383 ms | 0 - 0 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.677 ms | 0 - 0 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.472 ms | 0 - 73 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.231 ms | 0 - 2 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.528 ms | 0 - 48 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.622 ms | 0 - 8 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.779 ms | 0 - 51 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.619 ms | 0 - 2 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.747 ms | 0 - 52 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.893 ms | 0 - 75 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.528 ms | 0 - 48 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.158 ms | 0 - 48 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.417 ms | 0 - 52 MB | NPU
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- | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.954 ms | 0 - 50 MB | NPU
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  | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.762 ms | 0 - 67 MB | NPU
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  | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.03 ms | 0 - 117 MB | NPU
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  | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.83 ms | 0 - 65 MB | NPU
 
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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/inception_v3/releases/v0.52.0/inception_v3-onnx-float.zip)
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+ | ONNX | w8a8 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-onnx-w8a8.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/inception_v3/releases/v0.52.0/inception_v3-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-qnn_dlc-w8a8.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/inception_v3/releases/v0.52.0/inception_v3-tflite-float.zip)
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+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[Inception-v3 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/inception_v3)**.
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  | Inception-v3 | ONNX | w8a8 | Qualcomm® QCM6690 | 17.944 ms | 10 - 20 MB | CPU
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  | Inception-v3 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.435 ms | 0 - 52 MB | NPU
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  | Inception-v3 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 14.035 ms | 15 - 25 MB | CPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.759 ms | 1 - 36 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X2 Elite | 0.771 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® X Elite | 1.426 ms | 1 - 1 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 1.024 ms | 0 - 55 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 7.861 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 1.367 ms | 1 - 2 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8775P | 2.233 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS9075 | 2.049 ms | 1 - 3 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 2.337 ms | 0 - 54 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA7255P | 7.861 ms | 1 - 33 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Qualcomm® SA8295P | 2.667 ms | 0 - 30 MB | NPU
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+ | Inception-v3 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.881 ms | 1 - 36 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 0.368 ms | 0 - 52 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.346 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® X Elite | 0.665 ms | 0 - 0 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 0.469 ms | 0 - 73 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS6490 | 2.291 ms | 0 - 2 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 1.545 ms | 0 - 48 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 0.623 ms | 0 - 103 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8775P | 0.774 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 0.621 ms | 0 - 2 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCM6690 | 5.762 ms | 0 - 51 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 0.89 ms | 0 - 76 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 1.545 ms | 0 - 48 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 1.16 ms | 0 - 48 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.415 ms | 0 - 52 MB | NPU
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+ | Inception-v3 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 0.958 ms | 0 - 50 MB | NPU
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  | Inception-v3 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.762 ms | 0 - 67 MB | NPU
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  | Inception-v3 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 1.03 ms | 0 - 117 MB | NPU
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  | Inception-v3 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 7.83 ms | 0 - 65 MB | NPU
release_assets.json CHANGED
@@ -1,51 +1,51 @@
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  {
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- "version": "0.51.0",
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  "precisions": {
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- "w8a8": {
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  "qairt": "2.45.0.260326154327",
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-tflite-w8a8.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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-qnn_dlc-w8a8.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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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-onnx-w8a8.zip"
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  }
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  }
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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": "1.4.2"
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.51.0/inception_v3-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/inception_v3/releases/v0.51.0/inception_v3-qnn_dlc-float.zip"
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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/inception_v3/releases/v0.51.0/inception_v3-onnx-float.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.52.0",
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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": "1.4.2"
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-tflite-float.zip"
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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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-qnn_dlc-float.zip"
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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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-onnx-float.zip"
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  }
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  }
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+ "w8a8": {
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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": "1.4.2"
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  },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-tflite-w8a8.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/inception_v3/releases/v0.52.0/inception_v3-qnn_dlc-w8a8.zip"
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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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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/inception_v3/releases/v0.52.0/inception_v3-onnx-w8a8.zip"
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  }