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v0.51.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.51.0 for changelog.

Files changed (2) hide show
  1. README.md +57 -57
  2. release_assets.json +53 -1
README.md CHANGED
@@ -27,12 +27,12 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
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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/pspnet/releases/v0.50.2/pspnet-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/pspnet/releases/v0.50.2/pspnet-onnx-w8a8.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/pspnet/releases/v0.50.2/pspnet-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/pspnet/releases/v0.50.2/pspnet-qnn_dlc-w8a8.zip)
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- | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-float.zip)
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- | TFLITE | w8a8 | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-w8a8.zip)
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  For more device-specific assets and performance metrics, visit **[PSPNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pspnet)**.
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@@ -61,57 +61,57 @@ See our repository for [PSPNet on GitHub](https://github.com/qualcomm/ai-hub-mod
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  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
- | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 323.881 ms | 237 - 1004 MB | NPU
65
- | PSPNet | ONNX | float | Snapdragon® X2 Elite | 428.119 ms | 266 - 266 MB | NPU
66
- | PSPNet | ONNX | float | Snapdragon® X Elite | 697.352 ms | 529 - 529 MB | NPU
67
- | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 512.477 ms | 0 - 916 MB | NPU
68
- | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 603.61 ms | 128 - 289 MB | NPU
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- | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1759.332 ms | 8 - 13 MB | NPU
70
- | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 334.737 ms | 247 - 1004 MB | NPU
71
- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.309 ms | 73 - 340 MB | NPU
72
- | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.303 ms | 131 - 131 MB | NPU
73
- | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.655 ms | 133 - 133 MB | NPU
74
- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.853 ms | 71 - 493 MB | NPU
75
- | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3462.983 ms | 203 - 282 MB | CPU
76
- | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 29.504 ms | 64 - 147 MB | NPU
77
- | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.109 ms | 70 - 74 MB | NPU
78
- | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3036.562 ms | 72 - 83 MB | CPU
79
- | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.166 ms | 68 - 335 MB | NPU
80
- | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2638.982 ms | 52 - 63 MB | CPU
81
- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 270.754 ms | 3 - 742 MB | NPU
82
- | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 229.112 ms | 3 - 3 MB | NPU
83
- | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 545.415 ms | 3 - 3 MB | NPU
84
- | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 623.937 ms | 0 - 873 MB | NPU
85
- | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1869.395 ms | 2 - 722 MB | NPU
86
- | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 602.875 ms | 0 - 29 MB | NPU
87
- | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1754.111 ms | 3 - 135 MB | NPU
88
- | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1693.991 ms | 4 - 436 MB | NPU
89
- | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 302.683 ms | 0 - 716 MB | NPU
90
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 16.229 ms | 1 - 238 MB | NPU
91
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.409 ms | 1 - 1 MB | NPU
92
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.029 ms | 1 - 1 MB | NPU
93
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.539 ms | 1 - 363 MB | NPU
94
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.746 ms | 1 - 263 MB | NPU
95
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 26.807 ms | 1 - 4 MB | NPU
96
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 32.074 ms | 1 - 35 MB | NPU
97
- | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 36.785 ms | 0 - 359 MB | NPU
98
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.029 ms | 1 - 230 MB | NPU
99
- | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 92.414 ms | 1 - 458 MB | NPU
100
- | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 328.56 ms | 128 - 965 MB | NPU
101
- | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 531.762 ms | 127 - 1181 MB | NPU
102
- | PSPNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1684.617 ms | 102 - 937 MB | NPU
103
- | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 616.78 ms | 128 - 131 MB | NPU
104
- | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1759.888 ms | 0 - 272 MB | NPU
105
- | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1577.73 ms | 0 - 573 MB | NPU
106
- | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 979.912 ms | 128 - 884 MB | NPU
107
- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.4 ms | 32 - 287 MB | NPU
108
- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 27.222 ms | 32 - 423 MB | NPU
109
- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 74.363 ms | 32 - 305 MB | NPU
110
- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.063 ms | 32 - 35 MB | NPU
111
- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 37.657 ms | 32 - 131 MB | NPU
112
- | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 53.752 ms | 32 - 421 MB | NPU
113
- | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.731 ms | 32 - 283 MB | NPU
114
- | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 370.171 ms | 358 - 879 MB | NPU
115
 
116
  ## License
117
  * The license for the original implementation of PSPNet 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/pspnet/releases/v0.51.0/pspnet-onnx-float.zip)
31
+ | 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/pspnet/releases/v0.51.0/pspnet-onnx-w8a8.zip)
32
+ | QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-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/pspnet/releases/v0.51.0/pspnet-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/pspnet/releases/v0.51.0/pspnet-tflite-float.zip)
35
+ | TFLITE | w8a8 | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-tflite-w8a8.zip)
36
 
37
  For more device-specific assets and performance metrics, visit **[PSPNet on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/pspnet)**.
38
 
 
61
  ## Performance Summary
62
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
63
  |---|---|---|---|---|---|---
64
+ | PSPNet | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 323.183 ms | 239 - 1007 MB | NPU
65
+ | PSPNet | ONNX | float | Snapdragon® X2 Elite | 429.565 ms | 266 - 266 MB | NPU
66
+ | PSPNet | ONNX | float | Snapdragon® X Elite | 695.088 ms | 529 - 529 MB | NPU
67
+ | PSPNet | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 505.529 ms | 148 - 1065 MB | NPU
68
+ | PSPNet | ONNX | float | Qualcomm® QCS8550 (Proxy) | 604.578 ms | 0 - 680 MB | NPU
69
+ | PSPNet | ONNX | float | Qualcomm® QCS9075 | 1758.419 ms | 78 - 84 MB | NPU
70
+ | PSPNet | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 333.069 ms | 245 - 1002 MB | NPU
71
+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.157 ms | 72 - 342 MB | NPU
72
+ | PSPNet | ONNX | w8a8 | Snapdragon® X2 Elite | 15.122 ms | 131 - 131 MB | NPU
73
+ | PSPNet | ONNX | w8a8 | Snapdragon® X Elite | 28.639 ms | 133 - 133 MB | NPU
74
+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Gen 3 Mobile | 21.995 ms | 72 - 492 MB | NPU
75
+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS6490 | 3430.903 ms | 204 - 283 MB | CPU
76
+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS8550 (Proxy) | 30.172 ms | 64 - 147 MB | NPU
77
+ | PSPNet | ONNX | w8a8 | Qualcomm® QCS9075 | 34.249 ms | 70 - 74 MB | NPU
78
+ | PSPNet | ONNX | w8a8 | Qualcomm® QCM6690 | 3282.281 ms | 53 - 64 MB | CPU
79
+ | PSPNet | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 19.141 ms | 72 - 343 MB | NPU
80
+ | PSPNet | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 2610.165 ms | 64 - 76 MB | CPU
81
+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 269.515 ms | 7 - 752 MB | NPU
82
+ | PSPNet | QNN_DLC | float | Snapdragon® X2 Elite | 228.12 ms | 3 - 3 MB | NPU
83
+ | PSPNet | QNN_DLC | float | Snapdragon® X Elite | 530.704 ms | 3 - 3 MB | NPU
84
+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 405.562 ms | 0 - 945 MB | NPU
85
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 1330.613 ms | 2 - 725 MB | NPU
86
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 589.618 ms | 3 - 13 MB | NPU
87
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS9075 | 1760.21 ms | 3 - 135 MB | NPU
88
+ | PSPNet | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 1700.398 ms | 0 - 441 MB | NPU
89
+ | PSPNet | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 302.547 ms | 0 - 725 MB | NPU
90
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 15.395 ms | 1 - 310 MB | NPU
91
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 14.501 ms | 1 - 1 MB | NPU
92
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® X Elite | 26.163 ms | 1 - 1 MB | NPU
93
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Gen 3 Mobile | 20.357 ms | 1 - 357 MB | NPU
94
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8275 (Proxy) | 63.842 ms | 1 - 259 MB | NPU
95
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8550 (Proxy) | 28.87 ms | 1 - 11 MB | NPU
96
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS9075 | 31.865 ms | 1 - 35 MB | NPU
97
+ | PSPNet | QNN_DLC | w8a8 | Qualcomm® QCS8450 (Proxy) | 37.388 ms | 1 - 352 MB | NPU
98
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 18.074 ms | 1 - 229 MB | NPU
99
+ | PSPNet | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 90.511 ms | 1 - 417 MB | NPU
100
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 324.12 ms | 128 - 961 MB | NPU
101
+ | PSPNet | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 514.959 ms | 126 - 1257 MB | NPU
102
+ | PSPNet | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 1686.092 ms | 109 - 949 MB | NPU
103
+ | PSPNet | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 598.496 ms | 120 - 122 MB | NPU
104
+ | PSPNet | TFLITE | float | Qualcomm® QCS9075 | 1766.366 ms | 0 - 271 MB | NPU
105
+ | PSPNet | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 1583.889 ms | 90 - 688 MB | NPU
106
+ | PSPNet | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 988.643 ms | 64 - 878 MB | NPU
107
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite Gen 5 Mobile | 17.313 ms | 32 - 323 MB | NPU
108
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Gen 3 Mobile | 26.198 ms | 32 - 416 MB | NPU
109
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8275 (Proxy) | 74.504 ms | 32 - 301 MB | NPU
110
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8550 (Proxy) | 35.741 ms | 32 - 34 MB | NPU
111
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS9075 | 37.769 ms | 32 - 131 MB | NPU
112
+ | PSPNet | TFLITE | w8a8 | Qualcomm® QCS8450 (Proxy) | 54.778 ms | 32 - 414 MB | NPU
113
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 22.088 ms | 32 - 283 MB | NPU
114
+ | PSPNet | TFLITE | w8a8 | Snapdragon® 7 Gen 4 Mobile | 357.743 ms | 384 - 905 MB | NPU
115
 
116
  ## License
117
  * The license for the original implementation of PSPNet can be found
release_assets.json CHANGED
@@ -1 +1,53 @@
1
- {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-float.zip"}}},"w8a8":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-onnx-w8a8.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-qnn_dlc-w8a8.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.50.2/pspnet-tflite-w8a8.zip"}}}}}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "version": "0.51.0",
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+ "precisions": {
4
+ "w8a8": {
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+ "universal_assets": {
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+ "tflite": {
7
+ "tool_versions": {
8
+ "qairt": "2.45.0.260326154327",
9
+ "litert": "1.4.2"
10
+ },
11
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-tflite-w8a8.zip"
12
+ },
13
+ "qnn_dlc": {
14
+ "tool_versions": {
15
+ "qairt": "2.45.0.260326154327"
16
+ },
17
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-qnn_dlc-w8a8.zip"
18
+ },
19
+ "onnx": {
20
+ "tool_versions": {
21
+ "qairt": "2.42.0.251225135753_193295",
22
+ "onnx_runtime": "1.24.3"
23
+ },
24
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-onnx-w8a8.zip"
25
+ }
26
+ }
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+ },
28
+ "float": {
29
+ "universal_assets": {
30
+ "tflite": {
31
+ "tool_versions": {
32
+ "qairt": "2.45.0.260326154327",
33
+ "litert": "1.4.2"
34
+ },
35
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-tflite-float.zip"
36
+ },
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+ "qnn_dlc": {
38
+ "tool_versions": {
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+ "qairt": "2.45.0.260326154327"
40
+ },
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-qnn_dlc-float.zip"
42
+ },
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+ "onnx": {
44
+ "tool_versions": {
45
+ "qairt": "2.42.0.251225135753_193295",
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+ "onnx_runtime": "1.24.3"
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+ },
48
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/pspnet/releases/v0.51.0/pspnet-onnx-float.zip"
49
+ }
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+ }
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+ }
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+ }
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+ }