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v0.54.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.54.0 for changelog.

Files changed (2) hide show
  1. README.md +35 -38
  2. release_assets.json +13 -19
README.md CHANGED
@@ -27,11 +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/v0.53.1/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/v0.53.1/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/v0.53.1/cvt-qnn_dlc-float.zip)
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- | QNN_DLC | w8a16_mixed_fp16 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.53.1/cvt-qnn_dlc-w8a16_mixed_fp16.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/v0.53.1/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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@@ -68,8 +67,8 @@ See our repository for [CVT on GitHub](https://github.com/qualcomm/ai-hub-models
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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 | Qualcomm® QCS9075 | 317.491 ms | 7 - 10 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 | 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
@@ -77,44 +76,42 @@ See our repository for [CVT on GitHub](https://github.com/qualcomm/ai-hub-models
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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
79
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 259.673 ms | 3 - 1132 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 179.253 ms | 7 - 2297 MB | NPU
81
- | CVT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 183.575 ms | 7 - 2297 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X2 Elite | 181.804 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X Elite | 281.634 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® X Elite | 281.634 ms | 7 - 7 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 228.567 ms | 7 - 2576 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 430.113 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 323.682 ms | 8 - 9 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.561 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.561 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.561 ms | 2 - 2214 MB | NPU
91
- | CVT | QNN_DLC | float | Qualcomm® QCS9075 | 322.826 ms | 7 - 17 MB | NPU
92
- | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 440.767 ms | 5 - 2718 MB | NPU
93
- | CVT | QNN_DLC | float | Qualcomm® SA7255P | 430.113 ms | 2 - 2214 MB | NPU
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- | CVT | QNN_DLC | float | Qualcomm® SA8295P | 332.305 ms | 1 - 2325 MB | NPU
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- | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 183.575 ms | 7 - 2297 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 193.385 ms | 4 - 2349 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 211.645 ms | 4 - 2330 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 206.64 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 319.969 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 319.969 ms | 4 - 4 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 246.948 ms | 8 - 2594 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS8275 (Proxy) | 472.882 ms | 2 - 2319 MB | NPU
103
- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 354.734 ms | 4 - 1279 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.12 ms | 2 - 2319 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.12 ms | 2 - 2319 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.12 ms | 2 - 2319 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 396.587 ms | 4 - 9 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA7255P | 472.882 ms | 2 - 2319 MB | NPU
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- | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 211.645 ms | 4 - 2330 MB | NPU
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  | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.523 ms | 0 - 2304 MB | NPU
111
  | 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
113
  | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 299.412 ms | 0 - 4 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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  | CVT | TFLITE | float | Qualcomm® SA8295P | 329.079 ms | 0 - 2307 MB | NPU
117
  | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 182.509 ms | 0 - 2353 MB | NPU
 
 
118
 
119
  ## License
120
  * The license for the original implementation of CVT can be found
 
27
 
28
  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | 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)
 
34
 
35
  For more device-specific assets and performance metrics, visit **[CVT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/cvt)**.
36
 
 
67
  | CVT | ONNX | float | Snapdragon® X Elite | 278.481 ms | 18 - 18 MB | NPU
68
  | CVT | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 219.232 ms | 8 - 2573 MB | NPU
69
  | CVT | ONNX | float | Qualcomm® QCS8550 (Proxy) | 324.375 ms | 0 - 24 MB | NPU
 
70
  | CVT | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 184.398 ms | 1 - 2182 MB | NPU
71
+ | CVT | ONNX | float | Qualcomm® QCS9075 | 317.491 ms | 7 - 10 MB | NPU
72
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 231.104 ms | 6 - 1303 MB | NPU
73
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 259.673 ms | 3 - 1132 MB | NPU
74
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 221.752 ms | 18 - 18 MB | NPU
 
76
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 360.759 ms | 15 - 15 MB | NPU
77
  | CVT | ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 303.763 ms | 6 - 1626 MB | NPU
78
  | 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
80
+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite Mobile | 184.274 ms | 7 - 2297 MB | NPU
81
+ | 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
83
+ | CVT | QNN_DLC | float | Snapdragon® X Elite | 283.582 ms | 7 - 7 MB | NPU
84
+ | CVT | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 230.709 ms | 7 - 2575 MB | NPU
85
+ | CVT | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 330.767 ms | 8 - 11 MB | NPU
86
+ | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
87
+ | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
88
+ | CVT | QNN_DLC | float | Qualcomm® SA8775P | 292.672 ms | 2 - 2214 MB | NPU
89
+ | CVT | QNN_DLC | float | Qualcomm® SA7255P | 425.192 ms | 2 - 2213 MB | NPU
90
+ | CVT | QNN_DLC | float | Qualcomm® SA8295P | 331.758 ms | 0 - 2324 MB | NPU
91
+ | CVT | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 184.274 ms | 7 - 2297 MB | NPU
92
+ | CVT | QNN_DLC | float | Qualcomm® QCS9075 | 322.69 ms | 7 - 17 MB | NPU
93
+ | CVT | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 440.217 ms | 5 - 2718 MB | NPU
94
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 204.115 ms | 4 - 2349 MB | NPU
95
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 211.344 ms | 4 - 2334 MB | NPU
96
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 206.993 ms | 4 - 4 MB | NPU
97
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 316.76 ms | 4 - 4 MB | NPU
98
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® X Elite | 316.76 ms | 4 - 4 MB | NPU
99
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 248.984 ms | 4 - 2591 MB | NPU
100
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 353.757 ms | 4 - 8 MB | NPU
101
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
102
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
103
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA8775P | 323.162 ms | 2 - 2318 MB | NPU
104
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 396.175 ms | 4 - 9 MB | NPU
105
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 211.344 ms | 4 - 2334 MB | NPU
106
+ | CVT | QNN_DLC | w8a16_mixed_fp16 | Qualcomm® SA7255P | 473.078 ms | 3 - 2319 MB | NPU
 
 
107
  | CVT | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.523 ms | 0 - 2304 MB | NPU
108
  | CVT | TFLITE | float | Snapdragon® 8 Elite Mobile | 182.509 ms | 0 - 2353 MB | NPU
109
  | CVT | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 216.769 ms | 0 - 2674 MB | NPU
110
  | CVT | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 299.412 ms | 0 - 4 MB | NPU
 
 
111
  | CVT | TFLITE | float | Qualcomm® SA8295P | 329.079 ms | 0 - 2307 MB | NPU
112
  | CVT | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 182.509 ms | 0 - 2353 MB | NPU
113
+ | CVT | TFLITE | float | Qualcomm® QCS9075 | 317.618 ms | 0 - 36 MB | NPU
114
+ | CVT | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 423.956 ms | 0 - 2726 MB | NPU
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  ## License
117
  * The license for the original implementation of CVT can be found
release_assets.json CHANGED
@@ -1,44 +1,38 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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- "w8a16_mixed_fp16": {
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  "universal_assets": {
 
 
 
 
 
 
 
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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/v0.53.1/cvt-qnn_dlc-w8a16_mixed_fp16.zip"
11
  },
12
  "onnx": {
13
  "tool_versions": {
14
  "qairt": "2.42.0.251225135753_193295",
15
  "onnx_runtime": "1.24.3"
16
  },
17
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.53.1/cvt-onnx-w8a16_mixed_fp16.zip"
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  }
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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": "1.4.3"
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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/v0.53.1/cvt-tflite-float.zip"
29
- },
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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/v0.53.1/cvt-qnn_dlc-float.zip"
35
- },
36
  "onnx": {
37
  "tool_versions": {
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  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
40
  },
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/cvt/releases/v0.53.1/cvt-onnx-float.zip"
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  }
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  }
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  }
 
1
  {
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+ "version": "0.54.0",
3
  "precisions": {
4
+ "float": {
5
  "universal_assets": {
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+ "tflite": {
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+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.3"
10
+ },
11
+ "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"
18
  },
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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"
23
  },
24
+ "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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  },
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+ "w8a16_mixed_fp16": {
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  "universal_assets": {
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "onnx": {
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  "tool_versions": {
32
  "qairt": "2.42.0.251225135753_193295",
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  "onnx_runtime": "1.24.3"
34
  },
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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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  }