v0.56.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.
- README.md +19 -16
- release_assets.json +5 -5
README.md
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.
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| TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.
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For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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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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| StateTransformer | ONNX | float | Snapdragon® 8
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| StateTransformer | ONNX | float |
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| StateTransformer |
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float |
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| StateTransformer | TFLITE | float | Qualcomm®
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| StateTransformer | TFLITE | float |
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## License
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* The license for the original implementation of StateTransformer can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.56.0/statetransformer-onnx-float.zip)
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| TFLITE | float | Universal | | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.56.0/statetransformer-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[StateTransformer on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/statetransformer)**.
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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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| StateTransformer | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 936.793 ms | 43 - 3945 MB | NPU
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| StateTransformer | ONNX | float | Snapdragon® 8 Elite Mobile | 779.452 ms | 86 - 2997 MB | NPU
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| StateTransformer | ONNX | float | Qualcomm® QCS8750 | 779.452 ms | 86 - 2997 MB | NPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 466.663 ms | 211 - 224 MB | CPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Gen 1 Mobile | 683.234 ms | 355 - 375 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8275 | 925.56 ms | 456 - 468 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 580.352 ms | 413 - 533 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® SA8775P | 729.826 ms | 462 - 474 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® SA8650P | 729.826 ms | 462 - 474 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® SA8255P | 729.826 ms | 462 - 474 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8450 | 683.234 ms | 355 - 375 MB | CPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 252.238 ms | 242 - 258 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® SA7255P | 925.56 ms | 456 - 468 MB | CPU
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| StateTransformer | TFLITE | float | Snapdragon® 8 Elite Mobile | 372.611 ms | 222 - 236 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS9075 | 771.389 ms | 239 - 659 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® SA8295P | 606.084 ms | 409 - 418 MB | CPU
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| StateTransformer | TFLITE | float | Qualcomm® QCS8750 | 372.611 ms | 222 - 236 MB | CPU
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## License
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* The license for the original implementation of StateTransformer can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"litert": "1.4.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.
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"onnx_runtime": "1.25.0"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.
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}
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}
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}
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{
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"version": "0.56.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"tflite": {
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"tool_versions": {
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"litert": "1.4.4"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.56.0/statetransformer-tflite-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327",
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"onnx_runtime": "1.25.0"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/statetransformer/releases/v0.56.0/statetransformer-onnx-float.zip"
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}
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}
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}
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