Hugging Face's logo

qualcomm
/
DenseNet-121

Image Classification
PyTorch
backbone
bu_auto
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
75f0586
·
verified ·
1 Parent(s): 388369b

v0.38.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.38.0 for changelog.

Files changed (16) hide show
  1. DenseNet-121_float.dlc +2 -2
  2. DenseNet-121_float.onnx.zip +2 -2
  3. DenseNet-121_w8a16.dlc +2 -2
  4. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a16.onnx.zip → DenseNet-121_w8a16.onnx.zip +2 -2
  5. DenseNet-121_w8a8.dlc +2 -2
  6. DenseNet-121_w8a8_mixed_int16.dlc +2 -2
  7. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8_mixed_int16.onnx.zip → DenseNet-121_w8a8_mixed_int16.onnx.zip +2 -2
  8. README.md +69 -67
  9. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_float.bin +0 -3
  10. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_float.onnx.zip +0 -3
  11. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a16.bin +0 -3
  12. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8.bin +0 -3
  13. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8.onnx.zip +0 -3
  14. precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8_mixed_int16.bin +0 -3
  15. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  16. tool-versions.yaml +3 -2
DenseNet-121_float.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:81c7385e28f1a530e93a4a907c6173441c6a8162e3dcf4f893635b046742f23f
3
- size 32373108
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67831f685669312889a11ec5fb67fc2d88211c88e2325596104ceb0818b429de
3
+ size 32373196
DenseNet-121_float.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:728b5262aa676d01f59a1bb4cc4270fdfe095d5e8f7e8ff4dae614be2082745f
3
- size 30312973
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5964ec7ce58b239fe8163719e7581564bae4a8a6bd69f0353721435d494761d4
3
+ size 30313081
DenseNet-121_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e10ff0a9c85e5c00605c063d6210345745177d0156c943e349ef1d6b6824bb8b
3
- size 9243284
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f327978021b365824c75876e9c4644f2892a334ba11bfbf3e1ebd7b67046753
3
+ size 9243300
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a16.onnx.zip → DenseNet-121_w8a16.onnx.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:dfc14dfb6a70d1b4827ac440e8c441ee0ceb88d341666f7b4f2e0fafdbe52f47
3
- size 6648684
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:139ac2a4946d7fa3dd29d3464493ff4d590cd6ed9aeda414365f58f6e0b47abc
3
+ size 14223252
DenseNet-121_w8a8.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:292f053466c70c12e8d7e8d88270cd9c836dba2bf093ccf2951581e275e05bc1
3
- size 9243372
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:98fef69a87e9a0608b5126149bd389398c8de54cdc5be3ad4ea40837a3ce7402
3
+ size 9243292
DenseNet-121_w8a8_mixed_int16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:74e76b931a876df22d168fef94080300f0231f5d7c917e73d6e843d6ec065fb5
3
- size 10422276
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:112c5f9df18e7e521c0e937e643889a794971e2d712083f31889c5f4ee31dce4
3
+ size 10422300
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8_mixed_int16.onnx.zip → DenseNet-121_w8a8_mixed_int16.onnx.zip RENAMED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5b503120d3679d9e41a091719124039aa1a1d9bf18aa7023509fa21ef33dd8a7
3
- size 7859580
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66b532726aed0fcbdf18f153c7e490c7c3e1344f0004b8708029d029f3be517d
3
+ size 16331042
README.md CHANGED
@@ -38,73 +38,75 @@ More details on model performance across various devices, can be found
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
- | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.209 ms | 0 - 39 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
42
- | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.886 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
43
- | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.594 ms | 0 - 56 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
44
- | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.157 ms | 1 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
45
- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.908 ms | 0 - 109 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
46
- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.746 ms | 1 - 10 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
47
- | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.676 ms | 0 - 45 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
48
- | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.936 ms | 0 - 39 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
49
- | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.774 ms | 0 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
50
- | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.209 ms | 0 - 39 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
51
- | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.886 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
52
  | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.913 ms | 0 - 113 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
53
- | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.761 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
54
- | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.31 ms | 0 - 46 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
55
- | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.088 ms | 1 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
56
- | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.919 ms | 0 - 114 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
57
- | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.758 ms | 0 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
58
- | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.936 ms | 0 - 39 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
59
- | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.774 ms | 0 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
60
- | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 1.921 ms | 0 - 112 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
61
- | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 1.751 ms | 0 - 8 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
62
- | DenseNet-121 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 1.686 ms | 0 - 40 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
63
- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.268 ms | 0 - 52 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
64
- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.196 ms | 1 - 40 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
65
- | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.182 ms | 0 - 43 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
66
- | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 1.142 ms | 0 - 46 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
67
- | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.054 ms | 1 - 32 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
68
- | DenseNet-121 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 1.128 ms | 0 - 33 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
69
- | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.974 ms | 34 - 34 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
70
- | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.719 ms | 16 - 16 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
71
- | DenseNet-121 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.804 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
72
- | DenseNet-121 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.427 ms | 0 - 47 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
73
- | DenseNet-121 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.921 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
74
- | DenseNet-121 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.3 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
75
- | DenseNet-121 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.804 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
76
- | DenseNet-121 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.92 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
77
- | DenseNet-121 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 4.907 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
78
- | DenseNet-121 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.925 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
79
- | DenseNet-121 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.3 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
80
- | DenseNet-121 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.938 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
81
- | DenseNet-121 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.987 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
82
- | DenseNet-121 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.998 ms | 0 - 41 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
83
- | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.207 ms | 12 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
84
- | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.592 ms | 0 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
85
- | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.461 ms | 0 - 47 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
86
- | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.218 ms | 0 - 15 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
87
- | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.543 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
88
- | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.592 ms | 0 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
89
- | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.23 ms | 0 - 15 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
90
- | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.057 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
91
- | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.222 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
92
- | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.543 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
93
- | DenseNet-121 | w8a8 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 2.219 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
94
- | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.591 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
95
- | DenseNet-121 | w8a8 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.236 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
96
- | DenseNet-121 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.476 ms | 22 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
97
- | DenseNet-121 | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.346 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
98
- | DenseNet-121 | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.042 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
99
- | DenseNet-121 | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.423 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
100
- | DenseNet-121 | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.346 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
101
- | DenseNet-121 | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.046 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
102
- | DenseNet-121 | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.049 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
103
- | DenseNet-121 | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.423 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
104
- | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 3.04 ms | 0 - 17 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
105
- | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.061 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
106
- | DenseNet-121 | w8a8_mixed_int16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 1.767 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
107
- | DenseNet-121 | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.342 ms | 21 - 21 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
 
 
108
 
109
 
110
 
@@ -186,7 +188,7 @@ from qai_hub_models.models.densenet121 import Model
186
  torch_model = Model.from_pretrained()
187
 
188
  # Device
189
- device = hub.Device("Samsung Galaxy S24")
190
 
191
  # Trace model
192
  input_shape = torch_model.get_input_spec()
 
38
 
39
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
40
  |---|---|---|---|---|---|---|---|---|
41
+ | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 8.219 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
42
+ | DenseNet-121 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 7.878 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
43
+ | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 2.578 ms | 0 - 52 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
44
+ | DenseNet-121 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 3.161 ms | 1 - 37 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
45
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 1.916 ms | 0 - 113 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
46
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 1.741 ms | 1 - 9 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
47
+ | DenseNet-121 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 1.806 ms | 0 - 40 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
48
+ | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 2.962 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
49
+ | DenseNet-121 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.758 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
50
+ | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 8.219 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
51
+ | DenseNet-121 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 7.878 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
52
  | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 1.913 ms | 0 - 113 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
53
+ | DenseNet-121 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 1.745 ms | 1 - 10 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
54
+ | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 3.337 ms | 0 - 43 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
55
+ | DenseNet-121 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.115 ms | 0 - 31 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
56
+ | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 1.916 ms | 0 - 113 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
57
+ | DenseNet-121 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 1.759 ms | 1 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
58
+ | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 2.962 ms | 0 - 40 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
59
+ | DenseNet-121 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.758 ms | 1 - 26 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
60
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 1.259 ms | 0 - 51 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
61
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.194 ms | 1 - 40 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
62
+ | DenseNet-121 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 1.214 ms | 0 - 49 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
63
+ | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 0.935 ms | 0 - 46 MB | NPU | [DenseNet-121.tflite](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.tflite) |
64
+ | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.861 ms | 1 - 33 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
65
+ | DenseNet-121 | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 0.919 ms | 0 - 33 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
66
+ | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.998 ms | 39 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.dlc) |
67
+ | DenseNet-121 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 1.738 ms | 15 - 15 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121.onnx.zip) |
68
+ | DenseNet-121 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 5.829 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
69
+ | DenseNet-121 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 4.718 ms | 0 - 47 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
70
+ | DenseNet-121 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.916 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
71
+ | DenseNet-121 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.311 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
72
+ | DenseNet-121 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 107.187 ms | 23 - 46 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
73
+ | DenseNet-121 | w8a16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 93.867 ms | 21 - 36 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
74
+ | DenseNet-121 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 5.829 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
75
+ | DenseNet-121 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.937 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
76
+ | DenseNet-121 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 5.28 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
77
+ | DenseNet-121 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.929 ms | 0 - 18 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
78
+ | DenseNet-121 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.311 ms | 0 - 39 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
79
+ | DenseNet-121 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.98 ms | 0 - 46 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
80
+ | DenseNet-121 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.63 ms | 0 - 43 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
81
+ | DenseNet-121 | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 75.967 ms | 19 - 200 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
82
+ | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.21 ms | 15 - 15 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.dlc) |
83
+ | DenseNet-121 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 134.834 ms | 57 - 57 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a16.onnx.zip) |
84
+ | DenseNet-121 | w8a8 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 4.502 ms | 0 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
85
+ | DenseNet-121 | w8a8 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 2.48 ms | 0 - 47 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
86
+ | DenseNet-121 | w8a8 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 2.198 ms | 0 - 18 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
87
+ | DenseNet-121 | w8a8 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 2.527 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
88
+ | DenseNet-121 | w8a8 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 4.502 ms | 0 - 35 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
89
+ | DenseNet-121 | w8a8 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 2.19 ms | 0 - 22 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
90
+ | DenseNet-121 | w8a8 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 3.046 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
91
+ | DenseNet-121 | w8a8 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 2.183 ms | 0 - 13 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
92
+ | DenseNet-121 | w8a8 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 2.527 ms | 0 - 36 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
93
+ | DenseNet-121 | w8a8 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 1.57 ms | 0 - 44 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
94
+ | DenseNet-121 | w8a8 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 0.99 ms | 0 - 40 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
95
+ | DenseNet-121 | w8a8 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 2.441 ms | 17 - 17 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8.dlc) |
96
+ | DenseNet-121 | w8a8_mixed_int16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 6.337 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
97
+ | DenseNet-121 | w8a8_mixed_int16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 3.038 ms | 0 - 19 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
98
+ | DenseNet-121 | w8a8_mixed_int16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 3.414 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
99
+ | DenseNet-121 | w8a8_mixed_int16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | ONNX | 99.574 ms | 21 - 46 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.onnx.zip) |
100
+ | DenseNet-121 | w8a8_mixed_int16 | RB5 (Proxy) | Qualcomm® QCS8250 (Proxy) | ONNX | 84.887 ms | 20 - 31 MB | CPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.onnx.zip) |
101
+ | DenseNet-121 | w8a8_mixed_int16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 6.337 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
102
+ | DenseNet-121 | w8a8_mixed_int16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 3.045 ms | 0 - 14 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
103
+ | DenseNet-121 | w8a8_mixed_int16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 3.063 ms | 0 - 12 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
104
+ | DenseNet-121 | w8a8_mixed_int16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 3.414 ms | 0 - 38 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
105
+ | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 2.057 ms | 0 - 45 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
106
+ | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 1.435 ms | 0 - 42 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
107
+ | DenseNet-121 | w8a8_mixed_int16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 81.627 ms | 39 - 222 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.onnx.zip) |
108
+ | DenseNet-121 | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 3.333 ms | 23 - 23 MB | NPU | [DenseNet-121.dlc](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.dlc) |
109
+ | DenseNet-121 | w8a8_mixed_int16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 146.349 ms | 50 - 50 MB | NPU | [DenseNet-121.onnx.zip](https://huggingface.co/qualcomm/DenseNet-121/blob/main/DenseNet-121_w8a8_mixed_int16.onnx.zip) |
110
 
111
 
112
 
 
188
  torch_model = Model.from_pretrained()
189
 
190
  # Device
191
+ device = hub.Device("Samsung Galaxy S25")
192
 
193
  # Trace model
194
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_float.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:467dddcc5714705c4aae76e554c2105b124a76119f2c5bd598b4d1bc26b27125
3
- size 16691200
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_float.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:f8a05a8d261efe7eb1da88aa9e3c3b442aa7814b8e9d4cfce3ff99e1ab463926
3
- size 15058303
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a16.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:40c9a5988073823d5a381df699182218fbeb264bea3b33d60f1612c15a185870
3
- size 8966144
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:5932afa82a5f8ba65514e08f106d374d5b19cea2190fb9020d227e3c4a3daf13
3
- size 8761344
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8.onnx.zip DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:c30075802ada3d035908d838a6bec1d35e8e29309b9c8c75dcfa234e51b98faa
3
- size 6654177
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/DenseNet-121_w8a8_mixed_int16.bin DELETED
@@ -1,3 +0,0 @@
1
- version https://git-lfs.github.com/spec/v1
2
- oid sha256:e822e0c1feca62d813950424040a50a4b241536a8ff8056b46bd8d947c4dbabf
3
- size 9957376
 
 
 
 
precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml DELETED
@@ -1,3 +0,0 @@
1
- tool_versions:
2
- precompiled_qnn_onnx:
3
- qairt: 2.36.4.250725200057_123280
 
 
 
 
tool-versions.yaml CHANGED
@@ -1,3 +1,4 @@
1
  tool_versions:
2
- qnn_dlc:
3
- qairt: 2.37.0.250724175447_124859
 
 
1
  tool_versions:
2
+ onnx:
3
+ qairt: 2.37.1.250807093845_124904
4
+ onnx_runtime: 1.22.2