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Mask2Former

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v0.54.0

Browse files

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

Files changed (2) hide show
  1. README.md +26 -27
  2. release_assets.json +12 -12
README.md CHANGED
@@ -27,17 +27,17 @@ 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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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa8775p.zip)
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- | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa7255p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa8295p.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs9075.zip)
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- | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[Mask2Former on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mask2former)**.
43
 
@@ -65,22 +65,21 @@ See our repository for [Mask2Former on GitHub](https://github.com/qualcomm/ai-hu
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  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 69.221 ms | 2 - 12 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 87.299 ms | 2 - 15 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 69.61 ms | 2 - 2 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 143.815 ms | 2 - 2 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 143.815 ms | 2 - 2 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 102.935 ms | 2 - 9 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 276.456 ms | 2 - 11 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 143.282 ms | 2 - 4 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.305 ms | 2 - 10 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.305 ms | 2 - 10 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.305 ms | 2 - 10 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 144.908 ms | 2 - 9 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 238.668 ms | 2 - 10 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 276.456 ms | 2 - 11 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 184.628 ms | 2 - 7 MB | NPU
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- | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 87.299 ms | 2 - 15 MB | NPU
84
 
85
  ## License
86
  * The license for the original implementation of Mask2Former can be found
 
27
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
29
  |---|---|---|---|---|
30
+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa8775p.zip)
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+ | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa7255p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa8295p.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs9075.zip)
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+ | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
41
 
42
  For more device-specific assets and performance metrics, visit **[Mask2Former on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/mask2former)**.
43
 
 
65
  ## Performance Summary
66
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
67
  |---|---|---|---|---|---|---
68
+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 69.161 ms | 2 - 11 MB | NPU
69
+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 87.57 ms | 2 - 11 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 69.566 ms | 2 - 2 MB | NPU
71
+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 143.976 ms | 2 - 2 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 143.976 ms | 2 - 2 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 103.137 ms | 2 - 9 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 142.507 ms | 2 - 3 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.261 ms | 2 - 10 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.261 ms | 2 - 10 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 145.261 ms | 2 - 10 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 184.612 ms | 2 - 7 MB | NPU
79
+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 144.854 ms | 2 - 9 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 87.57 ms | 2 - 11 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 230.38 ms | 2 - 11 MB | NPU
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+ | Mask2Former | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 276.505 ms | 2 - 10 MB | NPU
 
83
 
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  ## License
85
  * The license for the original implementation of Mask2Former can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
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- "version": "0.53.1",
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  "precisions": {
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  "float": {
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  "chipset_assets": {
@@ -8,7 +8,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"
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  }
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  },
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  "qualcomm-snapdragon-8-elite-for-galaxy": {
@@ -16,7 +16,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
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  }
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  },
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  "qualcomm-snapdragon-8-elite-gen5": {
@@ -24,7 +24,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip"
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  }
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  },
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  "qualcomm-snapdragon-x-elite": {
@@ -32,7 +32,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"
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  }
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  },
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  "qualcomm-snapdragon-x2-elite": {
@@ -40,7 +40,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
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  }
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  },
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  "qualcomm-sa7255p": {
@@ -48,7 +48,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa7255p.zip"
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  }
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  },
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  "qualcomm-sa8295p": {
@@ -56,7 +56,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa8295p.zip"
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  }
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  },
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  "qualcomm-sa8775p": {
@@ -64,7 +64,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_sa8775p.zip"
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  }
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  },
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  "qualcomm-qcs8550-proxy": {
@@ -72,7 +72,7 @@
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"
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  }
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  },
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  "qualcomm-qcs9075": {
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs9075.zip"
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  }
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  },
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  "qualcomm-qcs8450-proxy": {
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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/mask2former/releases/v0.53.1/mask2former-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip"
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  }
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  }
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  }
 
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  {
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+ "version": "0.54.0",
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  "precisions": {
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  "float": {
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip"
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  }
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  "qualcomm-snapdragon-8-elite-for-galaxy": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
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  "qualcomm-snapdragon-8-elite-gen5": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip"
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  "qualcomm-snapdragon-x-elite": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"
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  }
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  },
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  "qualcomm-snapdragon-x2-elite": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
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  }
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  },
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  "qualcomm-sa7255p": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa7255p.zip"
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  }
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  },
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  "qualcomm-sa8295p": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa8295p.zip"
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  }
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  },
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  "qualcomm-sa8775p": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_sa8775p.zip"
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  }
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  },
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  "qualcomm-qcs8550-proxy": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip"
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  },
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  "qualcomm-qcs9075": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs9075.zip"
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  },
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  "qualcomm-qcs8450-proxy": {
 
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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/mask2former/releases/v0.54.0/mask2former-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip"
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  }
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  }
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  }