Hugging Face's logo

qualcomm
/
MNASNet05

Image Classification
PyTorch
LiteRT
backbone
bu_auto
android
Model card Files
xet
Community
qaihm-bot commited on
Commit
2828d9f
·
verified ·
1 Parent(s): 34ac55b

v0.34.0

Browse files

See https://github.com/quic/ai-hub-models/releases/v0.34.0 for changelog.

Files changed (6) hide show
  1. MNASNet05_w8a16.dlc +1 -1
  2. README.md +27 -36
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +3 -0
  4. precompiled/qualcomm-snapdragon-x-elite/MNASNet05.onnx.zip +2 -2
  5. precompiled/qualcomm-snapdragon-x-elite/MNASNet05_w8a16.onnx.zip +2 -2
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +5 -0
MNASNet05_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:38bc9b740520cfff8a2bc23a7fcc1aef6ebd9052821639223c68d0579fb56259
3
  size 2928447
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e152bf1c6bda77d9b2135d072e20d95f912d9f56734b8ccc4121d9fb0cb8d112
3
  size 2928447
README.md CHANGED
@@ -24,6 +24,7 @@ More details on model performance across various devices, can be found
24
  [here](https://aihub.qualcomm.com/models/mnasnet05).
25
 
26
 
 
27
  ### Model Details
28
 
29
  - **Model Type:** Model_use_case.image_classification
@@ -36,52 +37,52 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.294 ms | 0 - 17 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
40
  | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.194 ms | 1 - 17 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
41
- | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.009 ms | 0 - 29 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
42
  | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.418 ms | 1 - 37 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
43
- | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.714 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
44
  | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.712 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
45
- | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.055 ms | 0 - 18 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
46
  | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.026 ms | 1 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
47
- | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.294 ms | 0 - 17 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
48
  | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.194 ms | 1 - 17 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
49
- | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.717 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
50
  | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.717 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
51
- | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.385 ms | 0 - 23 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
52
  | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.344 ms | 1 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
53
- | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.718 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
54
  | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.717 ms | 0 - 48 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
55
- | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.055 ms | 0 - 18 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
56
  | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.026 ms | 1 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
57
- | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.715 ms | 0 - 51 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
58
  | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.713 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
59
  | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.579 ms | 0 - 49 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
60
- | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.481 ms | 0 - 36 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
61
  | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.478 ms | 1 - 32 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
62
  | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.391 ms | 0 - 33 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
63
- | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.482 ms | 0 - 19 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
64
  | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.493 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
65
  | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.439 ms | 1 - 25 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
66
  | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.264 ms | 39 - 39 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
67
  | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.673 ms | 5 - 5 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
68
- | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.634 ms | 0 - 15 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
69
- | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.948 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
70
  | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.784 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
71
- | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.986 ms | 0 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
72
- | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.53 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
73
- | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.634 ms | 0 - 15 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
74
- | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.775 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
75
- | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.221 ms | 0 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
76
- | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.789 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
77
- | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.986 ms | 0 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
78
- | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.782 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
79
  | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.623 ms | 0 - 21 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
80
- | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.524 ms | 0 - 27 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
81
  | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.411 ms | 0 - 32 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
82
- | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.374 ms | 0 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
83
  | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.435 ms | 0 - 23 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
84
- | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.986 ms | 14 - 14 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
85
  | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.697 ms | 2 - 2 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
86
 
87
 
@@ -140,17 +141,7 @@ device. This script does the following:
140
  ```bash
141
  python -m qai_hub_models.models.mnasnet05.export
142
  ```
143
- ```
144
- Profiling Results
145
- ------------------------------------------------------------
146
- MNASNet05
147
- Device : cs_8275 (ANDROID 14)
148
- Runtime : TFLITE
149
- Estimated inference time (ms) : 2.3
150
- Estimated peak memory usage (MB): [0, 17]
151
- Total # Ops : 71
152
- Compute Unit(s) : npu (71 ops) gpu (0 ops) cpu (0 ops)
153
- ```
154
 
155
 
156
  ## How does this work?
 
24
  [here](https://aihub.qualcomm.com/models/mnasnet05).
25
 
26
 
27
+
28
  ### Model Details
29
 
30
  - **Model Type:** Model_use_case.image_classification
 
37
 
38
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
39
  |---|---|---|---|---|---|---|---|---|
40
+ | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 2.305 ms | 0 - 18 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
41
  | MNASNet05 | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.194 ms | 1 - 17 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
42
+ | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 1.033 ms | 0 - 35 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
43
  | MNASNet05 | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.418 ms | 1 - 37 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
44
+ | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 0.715 ms | 0 - 52 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
45
  | MNASNet05 | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.712 ms | 0 - 50 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
46
+ | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 1.049 ms | 0 - 19 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
47
  | MNASNet05 | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.026 ms | 1 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
48
+ | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 2.305 ms | 0 - 18 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
49
  | MNASNet05 | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.194 ms | 1 - 17 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
50
+ | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 0.717 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
51
  | MNASNet05 | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.717 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
52
+ | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 1.412 ms | 0 - 20 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
53
  | MNASNet05 | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.344 ms | 1 - 20 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
54
+ | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 0.719 ms | 0 - 50 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
55
  | MNASNet05 | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.717 ms | 0 - 48 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
56
+ | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 1.049 ms | 0 - 19 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
57
  | MNASNet05 | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.026 ms | 1 - 18 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
58
+ | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 0.717 ms | 0 - 52 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
59
  | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.713 ms | 0 - 49 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
60
  | MNASNet05 | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.579 ms | 0 - 49 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
61
+ | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 0.477 ms | 0 - 33 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
62
  | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.478 ms | 1 - 32 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
63
  | MNASNet05 | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.391 ms | 0 - 33 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
64
+ | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 0.388 ms | 0 - 29 MB | NPU | [MNASNet05.tflite](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.tflite) |
65
  | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.493 ms | 1 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
66
  | MNASNet05 | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.439 ms | 1 - 25 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
67
  | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.264 ms | 39 - 39 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.dlc) |
68
  | MNASNet05 | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.673 ms | 5 - 5 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05.onnx) |
69
+ | MNASNet05 | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 1.639 ms | 0 - 14 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
70
+ | MNASNet05 | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 0.947 ms | 0 - 31 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
71
  | MNASNet05 | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.784 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
72
+ | MNASNet05 | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 0.99 ms | 0 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
73
+ | MNASNet05 | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 2.573 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
74
+ | MNASNet05 | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 1.639 ms | 0 - 14 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
75
+ | MNASNet05 | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.789 ms | 0 - 22 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
76
+ | MNASNet05 | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.212 ms | 0 - 24 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
77
+ | MNASNet05 | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.784 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
78
+ | MNASNet05 | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 0.99 ms | 0 - 16 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
79
+ | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.787 ms | 0 - 21 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
80
  | MNASNet05 | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.623 ms | 0 - 21 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
81
+ | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.521 ms | 0 - 26 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
82
  | MNASNet05 | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.411 ms | 0 - 32 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
83
+ | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.438 ms | 0 - 25 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
84
  | MNASNet05 | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.435 ms | 0 - 23 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
85
+ | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 0.985 ms | 15 - 15 MB | NPU | [MNASNet05.dlc](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.dlc) |
86
  | MNASNet05 | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.697 ms | 2 - 2 MB | NPU | [MNASNet05.onnx](https://huggingface.co/qualcomm/MNASNet05/blob/main/MNASNet05_w8a16.onnx) |
87
 
88
 
 
141
  ```bash
142
  python -m qai_hub_models.models.mnasnet05.export
143
  ```
144
+
 
 
 
 
 
 
 
 
 
 
145
 
146
 
147
  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
precompiled/qualcomm-snapdragon-x-elite/MNASNet05.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a07ea11e41f2bb1f9e2654d7eb95c38d7cb35df0c8ea33dc222217cb0e91e503
3
- size 4219695
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bd0eb777fef047af344519f4b58f53117421845f76bfaf8107f669dc7cb07e2
3
+ size 4219697
precompiled/qualcomm-snapdragon-x-elite/MNASNet05_w8a16.onnx.zip CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:9ccc7bdd16974256dc8828d31df3016c99db0d7dfb1cee8f3d7a00e15c219574
3
- size 2114241
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a148a34f3614079c7a5e23368ac95a642c5da64b27fc644ef7f10224374f9af3
3
+ size 2114239
precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ sdk_versions:
2
+ qnn_context_binary:
3
+ qairt: 2.34.2.250528164111_119506
4
+ precompiled_qnn_onnx:
5
+ qairt: 2.33.2.250410134701_117956