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v0.53.0

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See https://github.com/qualcomm/ai-hub-models/releases/v0.53.0 for changelog.

Files changed (2) hide show
  1. README.md +59 -51
  2. release_assets.json +26 -26
README.md CHANGED
@@ -27,31 +27,31 @@ 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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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_gen5.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x2_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x_elite.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8gen3.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs8550_proxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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- | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs9075.zip)
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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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-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/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
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  For more device-specific assets and performance metrics, visit **[GKT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gkt)**.
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@@ -80,32 +80,40 @@ See our repository for [GKT on GitHub](https://github.com/qualcomm/ai-hub-models
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  ## Performance Summary
81
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
82
  |---|---|---|---|---|---|---
83
- | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 56.667 ms | 8 - 17 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 61.333 ms | 6 - 6 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 106.709 ms | 7 - 7 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 78.84 ms | 8 - 15 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 110.224 ms | 8 - 11 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 110.749 ms | 7 - 10 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 71.359 ms | 3 - 13 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 71.93 ms | 4 - 15 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 81.621 ms | 7 - 7 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 132.183 ms | 6 - 6 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 98.521 ms | 5 - 12 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 130.38 ms | 0 - 7 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 133.189 ms | 4 - 6 MB | NPU
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- | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 84.895 ms | 0 - 12 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 58.99 ms | 8 - 18 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 57.576 ms | 7 - 7 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 106.118 ms | 7 - 7 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 81.859 ms | 8 - 15 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 189.463 ms | 1 - 10 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 113.952 ms | 8 - 9 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 110.64 ms | 0 - 10 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 109.268 ms | 9 - 18 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 199.696 ms | 8 - 17 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 189.463 ms | 1 - 10 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 140.746 ms | 0 - 6 MB | NPU
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- | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 70.783 ms | 0 - 9 MB | NPU
 
 
 
 
 
 
 
 
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110
  ## License
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  * The license for the original implementation of GKT can be found
 
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_gen5.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x2_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x_elite.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8gen3.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs8550_proxy.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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+ | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_qcs9075.zip)
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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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-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/gkt/releases/v0.53.0/gkt-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
55
 
56
  For more device-specific assets and performance metrics, visit **[GKT on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/gkt)**.
57
 
 
80
  ## Performance Summary
81
  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
82
  |---|---|---|---|---|---|---
83
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 56.804 ms | 8 - 18 MB | NPU
84
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Mobile | 71.747 ms | 2 - 13 MB | NPU
85
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 61.526 ms | 6 - 6 MB | NPU
86
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 106.449 ms | 7 - 7 MB | NPU
87
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 106.449 ms | 7 - 7 MB | NPU
88
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 78.164 ms | 8 - 15 MB | NPU
89
+ | GKT | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 111.321 ms | 8 - 11 MB | NPU
90
+ | GKT | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 111.031 ms | 7 - 10 MB | NPU
91
+ | GKT | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 71.747 ms | 2 - 13 MB | NPU
92
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Gen 5 Mobile | 72.115 ms | 4 - 14 MB | NPU
93
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite Mobile | 84.871 ms | 0 - 11 MB | NPU
94
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X2 Elite | 81.543 ms | 7 - 7 MB | NPU
95
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 131.46 ms | 6 - 6 MB | NPU
96
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® X Elite | 131.46 ms | 6 - 6 MB | NPU
97
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Gen 3 Mobile | 96.729 ms | 4 - 11 MB | NPU
98
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS8550 (Proxy) | 133.812 ms | 1 - 8 MB | NPU
99
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Qualcomm® QCS9075 | 132.547 ms | 4 - 6 MB | NPU
100
+ | GKT | PRECOMPILED_QNN_ONNX | w8a16_mixed_fp16 | Snapdragon® 8 Elite For Galaxy Mobile | 84.871 ms | 0 - 11 MB | NPU
101
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 58.652 ms | 8 - 18 MB | NPU
102
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Mobile | 71.762 ms | 0 - 9 MB | NPU
103
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 57.759 ms | 7 - 7 MB | NPU
104
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 106.636 ms | 7 - 7 MB | NPU
105
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 106.636 ms | 7 - 7 MB | NPU
106
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 82.312 ms | 8 - 16 MB | NPU
107
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 190.314 ms | 1 - 9 MB | NPU
108
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 117.25 ms | 8 - 10 MB | NPU
109
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 111.493 ms | 1 - 11 MB | NPU
110
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 111.493 ms | 1 - 11 MB | NPU
111
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 111.493 ms | 1 - 11 MB | NPU
112
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 110.663 ms | 7 - 17 MB | NPU
113
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 202.479 ms | 8 - 17 MB | NPU
114
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 190.314 ms | 1 - 9 MB | NPU
115
+ | GKT | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 140.59 ms | 0 - 6 MB | NPU
116
+ | GKT | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 71.762 ms | 0 - 9 MB | NPU
117
 
118
  ## License
119
  * The license for the original implementation of GKT can be found
release_assets.json CHANGED
@@ -1,5 +1,5 @@
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  {
2
- "version": "0.52.0",
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12
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
19
  }
20
  },
21
  "qualcomm-snapdragon-8-elite-for-galaxy": {
@@ -23,14 +23,14 @@
23
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26
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
27
  },
28
  "precompiled_qnn_onnx": {
29
  "tool_versions": {
30
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31
  "onnx_runtime": "1.24.3"
32
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33
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip"
34
  }
35
  },
36
  "qualcomm-snapdragon-8-elite-gen5": {
@@ -38,14 +38,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip"
42
  },
43
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip"
49
  }
50
  },
51
  "qualcomm-snapdragon-x-elite": {
@@ -53,14 +53,14 @@
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip"
57
  },
58
  "precompiled_qnn_onnx": {
59
  "tool_versions": {
60
  "qairt": "2.42.0.251225135753_193295",
61
  "onnx_runtime": "1.24.3"
62
  },
63
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip"
64
  }
65
  },
66
  "qualcomm-snapdragon-x2-elite": {
@@ -68,14 +68,14 @@
68
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70
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71
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip"
72
  },
73
  "precompiled_qnn_onnx": {
74
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip"
79
  }
80
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81
  "qualcomm-sa7255p": {
@@ -83,7 +83,7 @@
83
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86
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_sa7255p.zip"
87
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88
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  "qualcomm-sa8295p": {
@@ -91,7 +91,7 @@
91
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-qnn_context_binary-float-qualcomm_sa8295p.zip"
95
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  "qualcomm-sa8775p": {
@@ -99,7 +99,7 @@
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103
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118
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126
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130
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131
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133
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134
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141
  }
142
  }
143
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@@ -150,7 +150,7 @@
150
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151
  "onnx_runtime": "1.24.3"
152
  },
153
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8gen3.zip"
154
  }
155
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156
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@@ -159,7 +159,7 @@
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160
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161
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- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
163
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164
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@@ -168,7 +168,7 @@
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169
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172
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173
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@@ -177,7 +177,7 @@
177
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178
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179
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180
- "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.52.0/gkt-precompiled_qnn_onnx-w8a16_mixed_fp16-qualcomm_snapdragon_x_elite.zip"
181
  }
182
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183
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186
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187
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188
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189
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190
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199
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200
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204
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205
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208
  }
209
  }
210
  }
 
1
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+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip"
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  }
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88
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  }
96
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97
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102
+ "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/gkt/releases/v0.53.0/gkt-qnn_context_binary-float-qualcomm_sa8775p.zip"
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