Hugging Face's logo

qualcomm
/
EfficientNet-B0

Image Classification
PyTorch
LiteRT
backbone
android
Model card Files Community
qaihm-bot commited on
Commit
7200c01
·
verified ·
1 Parent(s): 4f35711

v0.37.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.37.0 for changelog.

Files changed (18) hide show
  1. .gitattributes +1 -0
  2. EfficientNet-B0.dlc → EfficientNet-B0_float.dlc +1 -1
  3. EfficientNet-B0.onnx.zip → EfficientNet-B0_float.onnx.zip +1 -1
  4. EfficientNet-B0.tflite → EfficientNet-B0_float.tflite +0 -0
  5. EfficientNet-B0_w8a16.dlc +1 -1
  6. README.md +32 -32
  7. precompiled/qualcomm-qcs6490-proxy/EfficientNet-B0_w8a16.bin +1 -1
  8. EfficientNet-B0_w8a16.onnx.zip → precompiled/qualcomm-qcs6490-proxy/EfficientNet-B0_w8a16.onnx.zip +2 -2
  9. precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml +3 -0
  10. precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/{EfficientNet-B0.bin → EfficientNet-B0_float.bin} +1 -1
  12. precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_float.onnx.zip +3 -0
  13. precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_w8a16.bin +1 -1
  14. precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_w8a16.onnx.zip +2 -2
  15. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +0 -5
  16. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +3 -0
  17. sdk_versions.yml +0 -9
  18. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml → tool-versions.yaml +2 -2
.gitattributes CHANGED
@@ -38,3 +38,4 @@ EfficientNet-B0_w8a16.so filter=lfs diff=lfs merge=lfs -text
38
  EfficientNet-B0.dlc filter=lfs diff=lfs merge=lfs -text
39
  EfficientNet-B0_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
40
  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
 
 
38
  EfficientNet-B0.dlc filter=lfs diff=lfs merge=lfs -text
39
  EfficientNet-B0_w8a16.dlc filter=lfs diff=lfs merge=lfs -text
40
  DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text
41
+ EfficientNet-B0_float.dlc filter=lfs diff=lfs merge=lfs -text
EfficientNet-B0.dlc → EfficientNet-B0_float.dlc RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b3d7e3e020e9633567c5c84e3b18d266d60533071549e577b97712f4188dcc52
3
  size 21332348
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:107d81dffcfad319f22b8efaf713def9f4835f21d94dbe4d51512f0f1dbcb927
3
  size 21332348
EfficientNet-B0.onnx.zip → EfficientNet-B0_float.onnx.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5257c57c3e59a19c122bf44a40a2ddd53e2568837202666803fd7c6a9aa31c36
3
  size 19669135
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e3a59765731eb4e4db3dc56aee5de12de7fac74878c501c5d7cb1bc4437463d
3
  size 19669135
EfficientNet-B0.tflite → EfficientNet-B0_float.tflite RENAMED
File without changes
EfficientNet-B0_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1da89cfddb6aeaa3bbccaefad89cff1ba512c84c5043bf24624f5889b17f2621
3
  size 7339524
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c6e7acae8ab48594bcf5627885152211f2562bcab1ac362087d194f55ad72b5
3
  size 7339524
README.md CHANGED
@@ -38,49 +38,49 @@ More details on model performance across various devices, can be found
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
  | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.826 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
41
- | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.733 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
42
  | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.925 ms | 0 - 45 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
43
- | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.418 ms | 1 - 37 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
44
  | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.469 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
45
- | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.471 ms | 1 - 62 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
 
46
  | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
47
- | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.936 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
48
  | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.826 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
49
- | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.733 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
50
  | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.469 ms | 0 - 118 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
51
- | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.476 ms | 1 - 93 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
52
  | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.567 ms | 0 - 36 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
53
- | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.503 ms | 1 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
54
  | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.473 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
55
- | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.474 ms | 0 - 70 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
56
  | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
57
- | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.936 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
58
  | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.471 ms | 0 - 118 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
59
- | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.475 ms | 0 - 49 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
60
- | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.357 ms | 1 - 86 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
61
  | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.021 ms | 0 - 47 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
62
- | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.004 ms | 1 - 36 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
63
- | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.002 ms | 0 - 35 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
64
  | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.005 ms | 0 - 35 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
65
- | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.966 ms | 1 - 30 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
66
- | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.964 ms | 1 - 26 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
67
- | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.668 ms | 81 - 81 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
68
- | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.471 ms | 13 - 13 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
69
- | EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.256 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
70
- | EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.945 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
71
- | EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.685 ms | 0 - 40 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
72
- | EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.977 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
73
- | EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.268 ms | 0 - 36 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
74
- | EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.256 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
75
- | EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.684 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
76
- | EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.313 ms | 0 - 33 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
77
- | EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.687 ms | 0 - 39 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
78
- | EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.977 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
79
- | EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.681 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
80
- | EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.125 ms | 0 - 50 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
81
- | EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.939 ms | 0 - 30 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
82
- | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.896 ms | 27 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
83
- | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 203.511 ms | 58 - 58 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.onnx.zip) |
84
 
85
 
86
 
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
  | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 4.826 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
41
+ | EfficientNet-B0 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.722 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
42
  | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.925 ms | 0 - 45 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
43
+ | EfficientNet-B0 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.4 ms | 1 - 37 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
44
  | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.469 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
45
+ | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.472 ms | 1 - 17 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
46
+ | EfficientNet-B0 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.327 ms | 0 - 93 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
47
  | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
48
+ | EfficientNet-B0 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.916 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
49
  | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 4.826 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
50
+ | EfficientNet-B0 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.722 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
51
  | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.469 ms | 0 - 118 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
52
+ | EfficientNet-B0 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.476 ms | 1 - 71 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
53
  | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.567 ms | 0 - 36 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
54
+ | EfficientNet-B0 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.483 ms | 0 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
55
  | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.473 ms | 0 - 117 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
56
+ | EfficientNet-B0 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.469 ms | 1 - 93 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
57
  | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.95 ms | 0 - 29 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
58
+ | EfficientNet-B0 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.916 ms | 1 - 23 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
59
  | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.471 ms | 0 - 118 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
60
+ | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.478 ms | 0 - 93 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
61
+ | EfficientNet-B0 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.372 ms | 0 - 52 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
62
  | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.021 ms | 0 - 47 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
63
+ | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.017 ms | 0 - 37 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
64
+ | EfficientNet-B0 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.947 ms | 0 - 35 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
65
  | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.005 ms | 0 - 35 MB | NPU | [EfficientNet-B0.tflite](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.tflite) |
66
+ | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.783 ms | 1 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
67
+ | EfficientNet-B0 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.999 ms | 0 - 29 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
68
+ | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.666 ms | 81 - 81 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.dlc) |
69
+ | EfficientNet-B0 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.408 ms | 14 - 14 MB | NPU | [EfficientNet-B0.onnx.zip](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0.onnx.zip) |
70
+ | EfficientNet-B0 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 3.253 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
71
+ | EfficientNet-B0 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.935 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
72
+ | EfficientNet-B0 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.684 ms | 0 - 40 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
73
+ | EfficientNet-B0 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.945 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
74
+ | EfficientNet-B0 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 5.233 ms | 0 - 37 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
75
+ | EfficientNet-B0 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 3.253 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
76
+ | EfficientNet-B0 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.679 ms | 0 - 8 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
77
+ | EfficientNet-B0 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 2.339 ms | 0 - 33 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
78
+ | EfficientNet-B0 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.677 ms | 0 - 40 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
79
+ | EfficientNet-B0 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.945 ms | 0 - 27 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
80
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.68 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
81
+ | EfficientNet-B0 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.125 ms | 0 - 41 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
82
+ | EfficientNet-B0 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.943 ms | 0 - 29 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
83
+ | EfficientNet-B0 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.895 ms | 32 - 32 MB | NPU | [EfficientNet-B0.dlc](https://huggingface.co/qualcomm/EfficientNet-B0/blob/main/EfficientNet-B0_w8a16.dlc) |
 
84
 
85
 
86
 
precompiled/qualcomm-qcs6490-proxy/EfficientNet-B0_w8a16.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d2292f91dcc1df2474d95e441606bde1e0a47bb94d16b6fb2f64b038282763ba
3
  size 11014144
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eb9a92ee2e1403de06336a00035543cabcda0336e09cba2dabd91a6734819ec1
3
  size 11014144
EfficientNet-B0_w8a16.onnx.zip → precompiled/qualcomm-qcs6490-proxy/EfficientNet-B0_w8a16.onnx.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:6beb53c216aee39240692717e5319646a04017dc2d7a8d0fe645017d030841db
3
- size 11214632
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7cfd97d02c279a1aaddd2d854cf1908330ccf0809c222462719ad65e1d1aad31
3
+ size 5221347
precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ tool_versions:
2
+ precompiled_qnn_onnx:
3
+ qairt: 2.36.4.250725200057_123280
precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:29289292a197f4330b3a8e3684b153810eb6d72d56406540d303555d86af6c7b
3
- size 10392978
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/{EfficientNet-B0.bin → EfficientNet-B0_float.bin} RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3848ede1bbe937c48c62a83d10c073e53a3eccda8590490b10ab0287d7162e58
3
  size 14155776
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:bf9f846dfdda70a6ff859f28c17093fb9a36b57b1f886e1c68bf44feef8d003f
3
  size 14155776
precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_float.onnx.zip ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:879ddc4d5b9fcbcf4976d567d6d2d29f6c5ee9116b1ea771ea7e335c911db401
3
+ size 10396128
precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_w8a16.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:145f2837ec335ed00a8e7e77f65c57fde26a6cac535f3d3810dcee3dfa93710a
3
  size 6938624
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5815c0f0acd2eae822d821d262bc93fcc2be9e1a68692a68642eff747ffbcec
3
  size 6938624
precompiled/qualcomm-snapdragon-x-elite/EfficientNet-B0_w8a16.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:d1639474aed59d03938d23cd31fd838cf3046b3e1473d115cd7f2d63530dd3de
3
- size 5180036
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:709e0d2612a21876d9b33ab6de844a68d1e717eb4bd88ef5a9b3653f223e88de
3
+ size 5178477
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml DELETED
@@ -1,5 +0,0 @@
1
- sdk_versions:
2
- qnn_context_binary:
3
- qairt: 2.37.0.250724175447_124859
4
- precompiled_qnn_onnx:
5
- qairt: 2.33.2.250410134701_117956
 
 
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ tool_versions:
2
+ precompiled_qnn_onnx:
3
+ qairt: 2.36.4.250725200057_123280
sdk_versions.yml DELETED
@@ -1,9 +0,0 @@
1
- sdk_versions:
2
- tflite:
3
- qairt: 2.37.0.250724175447_124859
4
- tflite: 2.17.0
5
- qnn_dlc:
6
- qairt: 2.37.0.250724175447_124859
7
- onnx:
8
- qairt: 2.33.2.250410134701_117956
9
- onnx_runtime: 1.22.0
 
 
 
 
 
 
 
 
 
 
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml → tool-versions.yaml RENAMED
@@ -1,3 +1,3 @@
1
- sdk_versions:
2
- qnn_context_binary:
3
  qairt: 2.37.0.250724175447_124859
 
1
+ tool_versions:
2
+ qnn_dlc:
3
  qairt: 2.37.0.250724175447_124859