v0.49.1
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.49.1 for changelog.
README.md
CHANGED
|
@@ -28,10 +28,24 @@ Below are pre-exported model assets ready for deployment.
|
|
| 28 |
|
| 29 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 30 |
|---|---|---|---|---|
|
| 31 |
-
|
|
| 32 |
-
|
|
| 33 |
-
|
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
|
| 36 |
For more device-specific assets and performance metrics, visit **[OpusMT-Es-En on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/opus_mt_es_en)**.
|
| 37 |
|
|
@@ -68,64 +82,44 @@ See our repository for [OpusMT-Es-En on GitHub](https://github.com/qualcomm/ai-h
|
|
| 68 |
## Performance Summary
|
| 69 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 70 |
|---|---|---|---|---|---|---
|
| 71 |
-
| OpusMTDecoder |
|
| 72 |
-
| OpusMTDecoder |
|
| 73 |
-
| OpusMTDecoder |
|
| 74 |
-
| OpusMTDecoder |
|
| 75 |
-
| OpusMTDecoder |
|
| 76 |
-
| OpusMTDecoder |
|
| 77 |
-
| OpusMTDecoder |
|
| 78 |
-
| OpusMTDecoder |
|
| 79 |
-
| OpusMTDecoder |
|
| 80 |
-
| OpusMTDecoder |
|
| 81 |
-
| OpusMTDecoder |
|
| 82 |
-
| OpusMTDecoder |
|
| 83 |
-
| OpusMTDecoder |
|
| 84 |
-
| OpusMTDecoder |
|
| 85 |
-
| OpusMTDecoder |
|
| 86 |
-
| OpusMTDecoder |
|
| 87 |
-
| OpusMTDecoder |
|
| 88 |
-
| OpusMTDecoder |
|
| 89 |
-
| OpusMTDecoder |
|
| 90 |
-
|
|
| 91 |
-
|
|
| 92 |
-
|
|
| 93 |
-
|
|
| 94 |
-
|
|
| 95 |
-
|
|
| 96 |
-
|
|
| 97 |
-
|
|
| 98 |
-
|
|
| 99 |
-
|
|
| 100 |
-
| OpusMTEncoder |
|
| 101 |
-
| OpusMTEncoder |
|
| 102 |
-
| OpusMTEncoder |
|
| 103 |
-
| OpusMTEncoder |
|
| 104 |
-
| OpusMTEncoder |
|
| 105 |
-
| OpusMTEncoder |
|
| 106 |
-
| OpusMTEncoder |
|
| 107 |
-
| OpusMTEncoder |
|
| 108 |
-
| OpusMTEncoder |
|
| 109 |
-
| OpusMTEncoder | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 2.546 ms | 0 - 86 MB | NPU
|
| 110 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 12.611 ms | 0 - 52 MB | NPU
|
| 111 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 3.453 ms | 0 - 2 MB | NPU
|
| 112 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® SA8775P | 4.535 ms | 0 - 53 MB | NPU
|
| 113 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® QCS9075 | 4.676 ms | 0 - 5 MB | NPU
|
| 114 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 4.716 ms | 0 - 86 MB | NPU
|
| 115 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® SA7255P | 12.611 ms | 0 - 52 MB | NPU
|
| 116 |
-
| OpusMTEncoder | QNN_DLC | float | Qualcomm® SA8295P | 5.355 ms | 0 - 54 MB | NPU
|
| 117 |
-
| OpusMTEncoder | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.138 ms | 0 - 53 MB | NPU
|
| 118 |
-
| OpusMTEncoder | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.614 ms | 0 - 58 MB | NPU
|
| 119 |
-
| OpusMTEncoder | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 2.645 ms | 0 - 256 MB | NPU
|
| 120 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 12.873 ms | 6 - 99 MB | NPU
|
| 121 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 3.671 ms | 0 - 2 MB | NPU
|
| 122 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® SA8775P | 19.476 ms | 6 - 100 MB | NPU
|
| 123 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® QCS9075 | 5.143 ms | 4 - 119 MB | NPU
|
| 124 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 5.08 ms | 6 - 258 MB | NPU
|
| 125 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® SA7255P | 12.873 ms | 6 - 99 MB | NPU
|
| 126 |
-
| OpusMTEncoder | TFLITE | float | Qualcomm® SA8295P | 5.681 ms | 6 - 95 MB | NPU
|
| 127 |
-
| OpusMTEncoder | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.241 ms | 0 - 271 MB | NPU
|
| 128 |
-
| OpusMTEncoder | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.762 ms | 0 - 243 MB | NPU
|
| 129 |
|
| 130 |
## License
|
| 131 |
* The license for the original implementation of OpusMT-Es-En can be found
|
|
|
|
| 28 |
|
| 29 |
| Runtime | Precision | Chipset | SDK Versions | Download |
|
| 30 |
|---|---|---|---|---|
|
| 31 |
+
| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_gen5.zip)
|
| 32 |
+
| PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_snapdragon_x2_elite.zip)
|
| 33 |
+
| PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_snapdragon_x_elite.zip)
|
| 34 |
+
| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_snapdragon_8gen3.zip)
|
| 35 |
+
| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_qcs8550_proxy.zip)
|
| 36 |
+
| PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
|
| 37 |
+
| PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | QAIRT 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-precompiled_qnn_onnx-float-qualcomm_qcs9075.zip)
|
| 38 |
+
| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_snapdragon_8_elite_gen5.zip)
|
| 39 |
+
| QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_snapdragon_x2_elite.zip)
|
| 40 |
+
| QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_snapdragon_x_elite.zip)
|
| 41 |
+
| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_snapdragon_8gen3.zip)
|
| 42 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_qcs8550_proxy.zip)
|
| 43 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_sa8775p.zip)
|
| 44 |
+
| QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_snapdragon_8_elite_for_galaxy.zip)
|
| 45 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_sa7255p.zip)
|
| 46 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_sa8295p.zip)
|
| 47 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_qcs9075.zip)
|
| 48 |
+
| QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/opus_mt_es_en/releases/v0.49.1/opus_mt_es_en-qnn_context_binary-float-qualcomm_qcs8450_proxy.zip)
|
| 49 |
|
| 50 |
For more device-specific assets and performance metrics, visit **[OpusMT-Es-En on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/opus_mt_es_en)**.
|
| 51 |
|
|
|
|
| 82 |
## Performance Summary
|
| 83 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 84 |
|---|---|---|---|---|---|---
|
| 85 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.172 ms | 1 - 11 MB | NPU
|
| 86 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 1.816 ms | 160 - 160 MB | NPU
|
| 87 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3.087 ms | 160 - 160 MB | NPU
|
| 88 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.704 ms | 0 - 7 MB | NPU
|
| 89 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.452 ms | 12 - 14 MB | NPU
|
| 90 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 3.969 ms | 12 - 27 MB | NPU
|
| 91 |
+
| OpusMTDecoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.3 ms | 0 - 11 MB | NPU
|
| 92 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 2.171 ms | 1 - 11 MB | NPU
|
| 93 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2.248 ms | 12 - 12 MB | NPU
|
| 94 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3.103 ms | 12 - 12 MB | NPU
|
| 95 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2.797 ms | 12 - 20 MB | NPU
|
| 96 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 6.695 ms | 12 - 20 MB | NPU
|
| 97 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 3.502 ms | 12 - 15 MB | NPU
|
| 98 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 4.241 ms | 12 - 20 MB | NPU
|
| 99 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 3.967 ms | 12 - 26 MB | NPU
|
| 100 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 4.743 ms | 12 - 22 MB | NPU
|
| 101 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 6.695 ms | 12 - 20 MB | NPU
|
| 102 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 4.855 ms | 10 - 16 MB | NPU
|
| 103 |
+
| OpusMTDecoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.539 ms | 0 - 13 MB | NPU
|
| 104 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.762 ms | 0 - 10 MB | NPU
|
| 105 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X2 Elite | 1.876 ms | 107 - 107 MB | NPU
|
| 106 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® X Elite | 3.999 ms | 107 - 107 MB | NPU
|
| 107 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Gen 3 Mobile | 2.674 ms | 0 - 6 MB | NPU
|
| 108 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS8550 (Proxy) | 3.778 ms | 0 - 113 MB | NPU
|
| 109 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Qualcomm® QCS9075 | 4.718 ms | 16 - 18 MB | NPU
|
| 110 |
+
| OpusMTEncoder | PRECOMPILED_QNN_ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.299 ms | 0 - 7 MB | NPU
|
| 111 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite Gen 5 Mobile | 1.741 ms | 0 - 10 MB | NPU
|
| 112 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® X2 Elite | 2.171 ms | 0 - 0 MB | NPU
|
| 113 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® X Elite | 3.977 ms | 0 - 0 MB | NPU
|
| 114 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Gen 3 Mobile | 2.659 ms | 0 - 8 MB | NPU
|
| 115 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8275 (Proxy) | 12.71 ms | 0 - 8 MB | NPU
|
| 116 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8550 (Proxy) | 3.647 ms | 0 - 1 MB | NPU
|
| 117 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8775P | 4.756 ms | 0 - 9 MB | NPU
|
| 118 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS9075 | 4.546 ms | 0 - 8 MB | NPU
|
| 119 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® QCS8450 (Proxy) | 5.041 ms | 0 - 9 MB | NPU
|
| 120 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA7255P | 12.71 ms | 0 - 8 MB | NPU
|
| 121 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Qualcomm® SA8295P | 5.486 ms | 0 - 5 MB | NPU
|
| 122 |
+
| OpusMTEncoder | QNN_CONTEXT_BINARY | float | Snapdragon® 8 Elite For Galaxy Mobile | 2.239 ms | 0 - 9 MB | NPU
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 123 |
|
| 124 |
## License
|
| 125 |
* The license for the original implementation of OpusMT-Es-En can be found
|