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v0.45.0

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See https://github.com/quic/ai-hub-models/releases/v0.45.0 for changelog.

Files changed (1) hide show
  1. README.md +10 -10
README.md CHANGED
@@ -41,8 +41,8 @@ More details on model performance across various devices, can be found
41
  | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 628.085 ms | 31 - 49 MB | NPU | Use Export Script |
42
  | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 418.089 ms | 12 - 29 MB | NPU | Use Export Script |
43
  | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 505.178 ms | 21 - 35 MB | NPU | Use Export Script |
44
- | 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 |
45
- | 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 |
46
  | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 686.665 ms | 12 - 12 MB | NPU | Use Export Script |
47
  | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 817.418 ms | 97 - 97 MB | NPU | Use Export Script |
48
  | BEVFusionEncoder2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 3405.452 ms | 586 - 588 MB | NPU | Use Export Script |
@@ -51,8 +51,8 @@ More details on model performance across various devices, can be found
51
  | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 2579.968 ms | 493 - 511 MB | NPU | Use Export Script |
52
  | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2431.991 ms | 17 - 33 MB | NPU | Use Export Script |
53
  | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2393.946 ms | 433 - 447 MB | NPU | Use Export Script |
54
- | 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 |
55
- | 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 |
56
  | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3489.403 ms | 17 - 17 MB | NPU | Use Export Script |
57
  | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3243.578 ms | 1058 - 1058 MB | NPU | Use Export Script |
58
  | BEVFusionEncoder3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 552.451 ms | 608 - 611 MB | NPU | Use Export Script |
@@ -61,8 +61,8 @@ More details on model performance across various devices, can be found
61
  | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 455.062 ms | 587 - 607 MB | NPU | Use Export Script |
62
  | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 510.774 ms | 609 - 625 MB | NPU | Use Export Script |
63
  | BEVFusionEncoder3 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 377.724 ms | 575 - 594 MB | NPU | Use Export Script |
64
- | 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 |
65
- | 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 |
66
  | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 698.904 ms | 610 - 610 MB | NPU | Use Export Script |
67
  | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 514.14 ms | 610 - 610 MB | NPU | Use Export Script |
68
  | BEVFusionEncoder4 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.947 ms | 23 - 28 MB | NPU | Use Export Script |
@@ -71,8 +71,8 @@ More details on model performance across various devices, can be found
71
  | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.383 ms | 32 - 50 MB | NPU | Use Export Script |
72
  | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.875 ms | 2 - 18 MB | NPU | Use Export Script |
73
  | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 8.115 ms | 12 - 26 MB | NPU | Use Export Script |
74
- | 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 |
75
- | 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 |
76
  | 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 |
@@ -81,8 +81,8 @@ More details on model performance across various devices, can be found
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 |
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  | BEVFusionDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 7.9 ms | 11 - 25 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 | 5.76 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 | 6.22 ms | 17 - 27 MB | NPU | Use Export Script |
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  | 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
 
 
41
  | BEVFusionEncoder1 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 628.085 ms | 31 - 49 MB | NPU | Use Export Script |
42
  | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 418.089 ms | 12 - 29 MB | NPU | Use Export Script |
43
  | BEVFusionEncoder1 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 505.178 ms | 21 - 35 MB | NPU | Use Export Script |
44
+ | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_CONTEXT_BINARY | 371.182 ms | 14 - 25 MB | NPU | Use Export Script |
45
+ | BEVFusionEncoder1 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 429.551 ms | 50 - 60 MB | NPU | Use Export Script |
46
  | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 686.665 ms | 12 - 12 MB | NPU | Use Export Script |
47
  | BEVFusionEncoder1 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 817.418 ms | 97 - 97 MB | NPU | Use Export Script |
48
  | BEVFusionEncoder2 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 3405.452 ms | 586 - 588 MB | NPU | Use Export Script |
 
51
  | BEVFusionEncoder2 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 2579.968 ms | 493 - 511 MB | NPU | Use Export Script |
52
  | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 2431.991 ms | 17 - 33 MB | NPU | Use Export Script |
53
  | BEVFusionEncoder2 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 2393.946 ms | 433 - 447 MB | NPU | Use Export Script |
54
+ | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_CONTEXT_BINARY | 2164.259 ms | 17 - 27 MB | NPU | Use Export Script |
55
+ | BEVFusionEncoder2 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 2112.13 ms | 286 - 295 MB | NPU | Use Export Script |
56
  | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 3489.403 ms | 17 - 17 MB | NPU | Use Export Script |
57
  | BEVFusionEncoder2 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 3243.578 ms | 1058 - 1058 MB | NPU | Use Export Script |
58
  | BEVFusionEncoder3 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 552.451 ms | 608 - 611 MB | NPU | Use Export Script |
 
61
  | BEVFusionEncoder3 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 455.062 ms | 587 - 607 MB | NPU | Use Export Script |
62
  | 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 |
64
+ | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_CONTEXT_BINARY | 369.834 ms | 609 - 623 MB | NPU | Use Export Script |
65
+ | BEVFusionEncoder3 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 332.66 ms | 608 - 622 MB | NPU | Use Export Script |
66
  | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 698.904 ms | 610 - 610 MB | NPU | Use Export Script |
67
  | BEVFusionEncoder3 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 514.14 ms | 610 - 610 MB | NPU | Use Export Script |
68
  | BEVFusionEncoder4 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 12.947 ms | 23 - 28 MB | NPU | Use Export Script |
 
71
  | BEVFusionEncoder4 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 9.383 ms | 32 - 50 MB | NPU | Use Export Script |
72
  | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 7.875 ms | 2 - 18 MB | NPU | Use Export Script |
73
  | BEVFusionEncoder4 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 8.115 ms | 12 - 26 MB | NPU | Use Export Script |
74
+ | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | QNN_CONTEXT_BINARY | 6.791 ms | 18 - 30 MB | NPU | Use Export Script |
75
+ | BEVFusionEncoder4 | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 7.116 ms | 31 - 41 MB | NPU | Use Export Script |
76
  | BEVFusionEncoder4 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 11.783 ms | 19 - 19 MB | NPU | Use Export Script |
77
  | 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 |
 
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 Gen 5 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 Gen 5 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