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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

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  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +50 -51
  4. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionDecoder_float.bin +2 -2
  5. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionDecoder_float.onnx.zip +2 -2
  6. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder1_float.bin +2 -2
  7. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder1_float.onnx.zip +2 -2
  8. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder2_float.bin +2 -2
  9. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder2_float.onnx.zip +2 -2
  10. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder3_float.onnx.zip +2 -2
  11. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder4_float.bin +1 -1
  12. precompiled/qualcomm-qcs8550-proxy/BEVFusion_BEVFusionEncoder4_float.onnx.zip +2 -2
  13. precompiled/qualcomm-qcs9075-proxy/BEVFusion_BEVFusionDecoder_float.bin +2 -2
  14. precompiled/qualcomm-qcs9075-proxy/BEVFusion_BEVFusionEncoder1_float.bin +2 -2
  15. precompiled/qualcomm-qcs9075-proxy/BEVFusion_BEVFusionEncoder2_float.bin +2 -2
  16. precompiled/qualcomm-qcs9075-proxy/BEVFusion_BEVFusionEncoder3_float.bin +1 -1
  17. precompiled/qualcomm-qcs9075-proxy/BEVFusion_BEVFusionEncoder4_float.bin +1 -1
  18. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +1 -1
  19. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionDecoder_float.bin +2 -2
  20. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionDecoder_float.onnx.zip +2 -2
  21. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder1_float.bin +2 -2
  22. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder1_float.onnx.zip +2 -2
  23. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder2_float.bin +2 -2
  24. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder2_float.onnx.zip +2 -2
  25. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder3_float.bin +1 -1
  26. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder3_float.onnx.zip +2 -2
  27. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder4_float.bin +1 -1
  28. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/BEVFusion_BEVFusionEncoder4_float.onnx.zip +2 -2
  29. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionDecoder_float.bin +1 -1
  30. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionDecoder_float.onnx.zip +2 -2
  31. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder1_float.bin +2 -2
  32. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder1_float.onnx.zip +2 -2
  33. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder2_float.bin +2 -2
  34. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder2_float.onnx.zip +2 -2
  35. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder3_float.bin +1 -1
  36. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder3_float.onnx.zip +2 -2
  37. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder4_float.bin +1 -1
  38. precompiled/qualcomm-snapdragon-8-elite-gen5/BEVFusion_BEVFusionEncoder4_float.onnx.zip +2 -2
  39. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionDecoder_float.bin +1 -1
  40. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionDecoder_float.onnx.zip +2 -2
  41. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder1_float.bin +2 -2
  42. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder1_float.onnx.zip +2 -2
  43. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder2_float.bin +2 -2
  44. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder2_float.onnx.zip +2 -2
  45. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder3_float.bin +1 -1
  46. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder3_float.onnx.zip +2 -2
  47. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder4_float.bin +1 -1
  48. precompiled/qualcomm-snapdragon-8gen3/BEVFusion_BEVFusionEncoder4_float.onnx.zip +2 -2
  49. precompiled/qualcomm-snapdragon-x-elite/BEVFusion_BEVFusionDecoder_float.bin +2 -2
  50. precompiled/qualcomm-snapdragon-x-elite/BEVFusion_BEVFusionDecoder_float.onnx.zip +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
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- size 109629
 
 
 
 
LICENSE CHANGED
@@ -1,2 +1 @@
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  The license of the original trained model can be found at https://github.com/w-hc/torch_audioset/blob/master/LICENSE.
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- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
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  The license of the original trained model can be found at https://github.com/w-hc/torch_audioset/blob/master/LICENSE.
 
README.md CHANGED
@@ -35,56 +35,56 @@ More details on model performance across various devices, can be found
35
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | BEVFusionEncoder1 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 851.341 ms | 0 - 100 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 708.316 ms | 1 - 11 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 535.84 ms | 13 - 31 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 618.606 ms | 31 - 46 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 427.006 ms | 12 - 26 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 506.321 ms | 19 - 34 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 361.104 ms | 12 - 23 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 437.45 ms | 46 - 57 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 689.862 ms | 12 - 12 MB | NPU | Use Export Script |
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- | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 813.606 ms | 94 - 94 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 3407.415 ms | 587 - 596 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 3249.28 ms | 16 - 27 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 2592.805 ms | 17 - 37 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 2591.196 ms | 596 - 615 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2379.048 ms | 17 - 30 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2368.267 ms | 474 - 485 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 2177.685 ms | 17 - 28 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2109.286 ms | 49 - 59 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3348.536 ms | 17 - 17 MB | NPU | Use Export Script |
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- | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3252.187 ms | 1058 - 1058 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 548.211 ms | 609 - 612 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 719.135 ms | 609 - 619 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 582.637 ms | 609 - 628 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 456.969 ms | 597 - 617 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 503.285 ms | 609 - 626 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 377.651 ms | 590 - 605 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 370.888 ms | 609 - 624 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 331.756 ms | 602 - 616 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 698.865 ms | 610 - 610 MB | NPU | Use Export Script |
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- | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 512.279 ms | 610 - 610 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.891 ms | 23 - 28 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 40.912 ms | 18 - 28 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 8.926 ms | 18 - 36 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.475 ms | 31 - 51 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.798 ms | 13 - 27 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 8.005 ms | 12 - 23 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 6.841 ms | 18 - 30 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 7.145 ms | 31 - 41 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 11.806 ms | 19 - 19 MB | NPU | Use Export Script |
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- | BEVFusionEncoder4 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 12.077 ms | 19 - 19 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.84 ms | 14 - 16 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 23.67 ms | 1 - 11 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 9.688 ms | 5 - 23 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.927 ms | 16 - 35 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.672 ms | 5 - 19 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 7.906 ms | 12 - 26 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 5.758 ms | 5 - 16 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 6.204 ms | 17 - 28 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 13.035 ms | 5 - 5 MB | NPU | Use Export Script |
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- | BEVFusionDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 13.265 ms | 23 - 23 MB | NPU | Use Export Script |
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@@ -247,7 +247,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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  ## License
248
  * The license for the original implementation of BEVFusion can be found
249
  [here](https://github.com/w-hc/torch_audioset/blob/master/LICENSE).
250
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
37
  |---|---|---|---|---|---|---|---|---|
38
+ | BEVFusionEncoder1 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 847.695 ms | 0 - 101 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 2332.065 ms | 9 - 18 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 529.22 ms | 12 - 31 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 628.085 ms | 31 - 49 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 418.089 ms | 12 - 29 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 505.178 ms | 21 - 35 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 371.182 ms | 14 - 25 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 429.551 ms | 50 - 60 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 686.665 ms | 12 - 12 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 817.418 ms | 97 - 97 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 3405.452 ms | 586 - 588 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 3461.725 ms | 16 - 26 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 2792.723 ms | 17 - 31 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 2579.968 ms | 493 - 511 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2431.991 ms | 17 - 33 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2393.946 ms | 433 - 447 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 2164.259 ms | 17 - 27 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 2112.13 ms | 286 - 295 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3489.403 ms | 17 - 17 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3243.578 ms | 1058 - 1058 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 552.451 ms | 608 - 611 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 717.337 ms | 608 - 618 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 589.592 ms | 608 - 628 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 455.062 ms | 587 - 607 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 510.774 ms | 609 - 625 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 377.724 ms | 575 - 594 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 369.834 ms | 609 - 623 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 332.66 ms | 608 - 622 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 698.904 ms | 610 - 610 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 514.14 ms | 610 - 610 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.947 ms | 23 - 28 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 14.703 ms | 18 - 27 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 8.786 ms | 18 - 37 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.383 ms | 32 - 50 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.875 ms | 2 - 18 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 8.115 ms | 12 - 26 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 6.791 ms | 18 - 30 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 7.116 ms | 31 - 41 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 11.783 ms | 19 - 19 MB | NPU | Use Export Script |
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+ | BEVFusionEncoder4 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 11.941 ms | 19 - 19 MB | NPU | Use Export Script |
78
+ | BEVFusionDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 13.008 ms | 4 - 32 MB | NPU | Use Export Script |
79
+ | BEVFusionDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 107.319 ms | 1 - 11 MB | NPU | Use Export Script |
80
+ | BEVFusionDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 9.698 ms | 5 - 25 MB | NPU | Use Export Script |
81
+ | BEVFusionDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.93 ms | 16 - 35 MB | NPU | Use Export Script |
82
+ | BEVFusionDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.689 ms | 5 - 22 MB | NPU | Use Export Script |
83
+ | BEVFusionDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 7.9 ms | 11 - 25 MB | NPU | Use Export Script |
84
+ | BEVFusionDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 5.76 ms | 5 - 16 MB | NPU | Use Export Script |
85
+ | BEVFusionDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 6.22 ms | 17 - 27 MB | NPU | Use Export Script |
86
+ | BEVFusionDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 13.08 ms | 5 - 5 MB | NPU | Use Export Script |
87
+ | BEVFusionDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 13.249 ms | 24 - 24 MB | NPU | Use Export Script |
88
 
89
 
90
 
 
247
  ## License
248
  * The license for the original implementation of BEVFusion can be found
249
  [here](https://github.com/w-hc/torch_audioset/blob/master/LICENSE).
 
250
 
251
 
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