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MNASNet05

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android
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v0.52.0

Browse files

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

Files changed (2) hide show
  1. README.md +30 -30
  2. release_assets.json +6 -6
README.md CHANGED
@@ -29,11 +29,11 @@ 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/mnasnet05/releases/v0.51.0/mnasnet05-onnx-float.zip)
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- | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/releases/v0.51.0/mnasnet05-onnx-w8a16.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/mnasnet05/releases/v0.51.0/mnasnet05-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/releases/v0.51.0/mnasnet05-qnn_dlc-w8a16.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/mnasnet05/releases/v0.51.0/mnasnet05-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MNASNet05 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mnasnet05)**.
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@@ -80,33 +80,33 @@ See our repository for [MNASNet05 on GitHub](https://github.com/qualcomm/ai-hub-
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  | MNASNet05 | ONNX | w8a16 | Qualcomm® QCM6690 | 10.346 ms | 10 - 18 MB | CPU
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  | MNASNet05 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.26 ms | 0 - 27 MB | NPU
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  | MNASNet05 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.686 ms | 13 - 21 MB | CPU
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- | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.291 ms | 1 - 32 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Snapdragon® X2 Elite | 0.411 ms | 1 - 1 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Snapdragon® X Elite | 0.945 ms | 1 - 1 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.513 ms | 0 - 45 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.334 ms | 1 - 27 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.79 ms | 0 - 12 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® SA8775P | 1.106 ms | 1 - 31 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® QCS9075 | 0.976 ms | 1 - 3 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.564 ms | 0 - 48 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® SA7255P | 2.334 ms | 1 - 27 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Qualcomm® SA8295P | 1.424 ms | 1 - 28 MB | NPU
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- | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.385 ms | 1 - 29 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.302 ms | 0 - 29 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.413 ms | 0 - 0 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.921 ms | 0 - 0 MB | NPU
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  | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.523 ms | 0 - 37 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.207 ms | 2 - 4 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 1.658 ms | 0 - 26 MB | NPU
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  | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.772 ms | 0 - 2 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.95 ms | 0 - 27 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.917 ms | 0 - 2 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 3.045 ms | 0 - 139 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.957 ms | 0 - 39 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.658 ms | 0 - 26 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.22 ms | 0 - 24 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.353 ms | 0 - 30 MB | NPU
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- | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.789 ms | 0 - 25 MB | NPU
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  | MNASNet05 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.292 ms | 0 - 32 MB | NPU
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  | MNASNet05 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.523 ms | 0 - 46 MB | NPU
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  | MNASNet05 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.331 ms | 0 - 28 MB | NPU
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
31
  |---|---|---|---|---|
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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/mnasnet05/releases/v0.52.0/mnasnet05-onnx-float.zip)
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+ | ONNX | w8a16 | Universal | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/releases/v0.52.0/mnasnet05-onnx-w8a16.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/mnasnet05/releases/v0.52.0/mnasnet05-qnn_dlc-float.zip)
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+ | QNN_DLC | w8a16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mnasnet05/releases/v0.52.0/mnasnet05-qnn_dlc-w8a16.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/mnasnet05/releases/v0.52.0/mnasnet05-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[MNASNet05 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mnasnet05)**.
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80
  | MNASNet05 | ONNX | w8a16 | Qualcomm® QCM6690 | 10.346 ms | 10 - 18 MB | CPU
81
  | MNASNet05 | ONNX | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.26 ms | 0 - 27 MB | NPU
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  | MNASNet05 | ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 7.686 ms | 13 - 21 MB | CPU
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+ | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.292 ms | 1 - 32 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Snapdragon® X2 Elite | 0.417 ms | 1 - 1 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Snapdragon® X Elite | 0.925 ms | 1 - 1 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 0.514 ms | 0 - 45 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 2.317 ms | 1 - 27 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 0.79 ms | 1 - 2 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® SA8775P | 1.122 ms | 0 - 30 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® QCS9075 | 0.978 ms | 1 - 3 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1.573 ms | 0 - 47 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® SA7255P | 2.317 ms | 1 - 27 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Qualcomm® SA8295P | 1.429 ms | 0 - 28 MB | NPU
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+ | MNASNet05 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.384 ms | 0 - 32 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 0.303 ms | 0 - 29 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® X2 Elite | 0.402 ms | 0 - 0 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® X Elite | 0.904 ms | 0 - 0 MB | NPU
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  | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Gen 3 Mobile | 0.523 ms | 0 - 37 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS6490 | 2.202 ms | 2 - 4 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8275 (Proxy) | 1.726 ms | 0 - 26 MB | NPU
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  | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8550 (Proxy) | 0.772 ms | 0 - 2 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA8775P | 0.951 ms | 0 - 28 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS9075 | 0.917 ms | 2 - 4 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCM6690 | 3.059 ms | 0 - 139 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® QCS8450 (Proxy) | 0.958 ms | 0 - 39 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA7255P | 1.726 ms | 0 - 26 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Qualcomm® SA8295P | 1.222 ms | 0 - 24 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 0.355 ms | 0 - 30 MB | NPU
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+ | MNASNet05 | QNN_DLC | w8a16 | Snapdragon® 7 Gen 4 Mobile | 0.788 ms | 0 - 26 MB | NPU
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  | MNASNet05 | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 0.292 ms | 0 - 32 MB | NPU
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  | MNASNet05 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.523 ms | 0 - 46 MB | NPU
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  | MNASNet05 | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 2.331 ms | 0 - 28 MB | NPU
release_assets.json CHANGED
@@ -1,5 +1,5 @@
1
  {
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- "version": "0.51.0",
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  "precisions": {
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  "w8a16": {
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  "universal_assets": {
@@ -7,14 +7,14 @@
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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/mnasnet05/releases/v0.51.0/mnasnet05-qnn_dlc-w8a16.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/mnasnet05/releases/v0.51.0/mnasnet05-onnx-w8a16.zip"
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  }
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  }
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  },
@@ -25,20 +25,20 @@
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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/mnasnet05/releases/v0.51.0/mnasnet05-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/mnasnet05/releases/v0.51.0/mnasnet05-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/mnasnet05/releases/v0.51.0/mnasnet05-onnx-float.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.52.0",
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  "precisions": {
4
  "w8a16": {
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  "universal_assets": {
 
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  "tool_versions": {
8
  "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/mnasnet05/releases/v0.52.0/mnasnet05-qnn_dlc-w8a16.zip"
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  },
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  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "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/mnasnet05/releases/v0.52.0/mnasnet05-onnx-w8a16.zip"
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  }
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  }
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  },
 
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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/mnasnet05/releases/v0.52.0/mnasnet05-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/mnasnet05/releases/v0.52.0/mnasnet05-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/mnasnet05/releases/v0.52.0/mnasnet05-onnx-float.zip"
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  }
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  }
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  }