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OpenAI-Clip

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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +30 -36
README.md CHANGED
@@ -24,15 +24,7 @@ There are two ways to deploy this model on your device:
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  ### Option 1: Download Pre-Exported Models
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- Below are pre-exported model assets ready for deployment.
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-
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- | Runtime | Precision | Chipset | SDK Versions | Download |
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- |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.46.0/openai_clip-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.46.0/openai_clip-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/openai_clip/releases/v0.46.0/openai_clip-tflite-float.zip)
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- For more device-specific assets and performance metrics, visit **[OpenAI-Clip on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/openai_clip)**.
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  ### Option 2: Export with Custom Configurations
@@ -60,33 +52,35 @@ See our repository for [OpenAI-Clip on GitHub](https://github.com/quic/ai-hub-mo
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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- | OpenAI-Clip | ONNX | float | Snapdragon® X Elite | 22.459 ms | 294 - 294 MB | NPU
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- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 15.269 ms | 0 - 796 MB | NPU
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- | OpenAI-Clip | ONNX | float | Qualcomm® QCS8550 (Proxy) | 22.212 ms | 0 - 323 MB | NPU
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- | OpenAI-Clip | ONNX | float | Qualcomm® QCS9075 | 25.758 ms | 0 - 4 MB | NPU
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- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 12.318 ms | 1 - 713 MB | NPU
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- | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 10.095 ms | 1 - 661 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Snapdragon® X Elite | 18.808 ms | 1 - 1 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.624 ms | 0 - 550 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 55.883 ms | 1 - 507 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 17.922 ms | 1 - 593 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8775P | 20.876 ms | 1 - 504 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS9075 | 20.902 ms | 1 - 3 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 21.094 ms | 0 - 501 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA7255P | 55.883 ms | 1 - 507 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8295P | 22.195 ms | 0 - 492 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.588 ms | 1 - 515 MB | NPU
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- | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.462 ms | 0 - 485 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.008 ms | 0 - 562 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 52.168 ms | 0 - 512 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.689 ms | 0 - 4 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8775P | 18.638 ms | 0 - 509 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® QCS9075 | 20.357 ms | 0 - 294 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 20.361 ms | 0 - 503 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® SA7255P | 52.168 ms | 0 - 512 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Qualcomm® SA8295P | 21.567 ms | 0 - 495 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.059 ms | 0 - 526 MB | NPU
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- | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 7.023 ms | 0 - 497 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of OpenAI-Clip can be found
 
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  ### Option 1: Download Pre-Exported Models
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+ Download pre-exported model assets from **[OpenAI-Clip on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/openai_clip)**.
 
 
 
 
 
 
 
 
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  ### Option 2: Export with Custom Configurations
 
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  ## Performance Summary
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  | Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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  |---|---|---|---|---|---|---
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+ | OpenAI-Clip | ONNX | float | Snapdragon® X Elite | 16.457 ms | 291 - 291 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 11.291 ms | 0 - 563 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Qualcomm® QCS8550 (Proxy) | 15.753 ms | 0 - 322 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Qualcomm® QCS9075 | 20.495 ms | 0 - 4 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.064 ms | 1 - 534 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.995 ms | 1 - 496 MB | NPU
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+ | OpenAI-Clip | ONNX | float | Snapdragon® X2 Elite | 7.22 ms | 291 - 291 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® X Elite | 18.869 ms | 1 - 1 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 12.582 ms | 0 - 550 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 56.011 ms | 1 - 506 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 17.87 ms | 1 - 3 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8775P | 97.264 ms | 1 - 504 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS9075 | 20.917 ms | 1 - 3 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 20.991 ms | 0 - 503 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA7255P | 56.011 ms | 1 - 506 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Qualcomm® SA8295P | 22.079 ms | 1 - 496 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 10.557 ms | 1 - 516 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 8.333 ms | 0 - 486 MB | NPU
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+ | OpenAI-Clip | QNN_DLC | float | Snapdragon® X2 Elite | 9.078 ms | 1 - 1 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 11.083 ms | 0 - 554 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 52.04 ms | 0 - 509 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 15.622 ms | 0 - 3 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8775P | 18.658 ms | 0 - 507 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® QCS9075 | 20.687 ms | 0 - 294 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 20.313 ms | 0 - 499 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA7255P | 52.04 ms | 0 - 509 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Qualcomm® SA8295P | 21.243 ms | 0 - 495 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 9.007 ms | 0 - 514 MB | NPU
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+ | OpenAI-Clip | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 6.926 ms | 0 - 494 MB | NPU
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  ## License
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  * The license for the original implementation of OpenAI-Clip can be found