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MobileNet-v3-Large

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v0.34.0

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

Files changed (7) hide show
  1. MobileNet-v3-Large_w8a16.dlc +1 -1
  2. README.md +16 -25
  3. precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml +1 -1
  4. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large.onnx.zip +1 -1
  5. precompiled/qualcomm-snapdragon-x-elite/MobileNet-v3-Large_w8a16.onnx.zip +1 -1
  6. precompiled/qualcomm-snapdragon-x-elite/sdk_versions.yml +2 -6
  7. sdk_versions.yml +0 -14
MobileNet-v3-Large_w8a16.dlc CHANGED
@@ -1,3 +1,3 @@
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README.md CHANGED
@@ -25,6 +25,7 @@ More details on model performance across various devices, can be found
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  [here](https://aihub.qualcomm.com/models/mobilenet_v3_large).
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  ### Model Details
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  - **Model Type:** Model_use_case.image_classification
@@ -66,23 +67,23 @@ More details on model performance across various devices, can be found
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  | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.561 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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  | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.443 ms | 62 - 62 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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  | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.912 ms | 14 - 14 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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- | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.034 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.222 ms | 0 - 38 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.951 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.154 ms | 0 - 20 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.156 ms | 0 - 23 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.034 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.95 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.536 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.941 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.154 ms | 0 - 20 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.941 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.827 ms | 0 - 46 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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- | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.647 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.561 ms | 0 - 42 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.574 ms | 0 - 21 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.573 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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- | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.203 ms | 35 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.914 ms | 7 - 7 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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@@ -141,17 +142,7 @@ device. This script does the following:
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  ```bash
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  python -m qai_hub_models.models.mobilenet_v3_large.export
143
  ```
144
- ```
145
- Profiling Results
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- ------------------------------------------------------------
147
- MobileNet-v3-Large
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- Device : cs_8275 (ANDROID 14)
149
- Runtime : TFLITE
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- Estimated inference time (ms) : 3.0
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- Estimated peak memory usage (MB): [0, 26]
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- Total # Ops : 128
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- Compute Unit(s) : npu (128 ops) gpu (0 ops) cpu (0 ops)
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- ```
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  ## How does this work?
 
25
  [here](https://aihub.qualcomm.com/models/mobilenet_v3_large).
26
 
27
 
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+
29
  ### Model Details
30
 
31
  - **Model Type:** Model_use_case.image_classification
 
67
  | MobileNet-v3-Large | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.561 ms | 0 - 22 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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  | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.443 ms | 62 - 62 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.dlc) |
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  | MobileNet-v3-Large | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.912 ms | 14 - 14 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large.onnx) |
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+ | MobileNet-v3-Large | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 2.05 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 1.213 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 0.946 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 1.145 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_DLC | 3.213 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 2.05 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 0.95 ms | 0 - 36 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 1.511 ms | 0 - 24 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 0.943 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 1.145 ms | 0 - 19 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 0.95 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 0.827 ms | 0 - 46 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 0.642 ms | 0 - 31 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 0.561 ms | 0 - 42 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 0.559 ms | 0 - 23 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 0.573 ms | 0 - 35 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
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+ | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 1.201 ms | 33 - 33 MB | NPU | [MobileNet-v3-Large.dlc](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.dlc) |
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  | MobileNet-v3-Large | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 0.914 ms | 7 - 7 MB | NPU | [MobileNet-v3-Large.onnx](https://huggingface.co/qualcomm/MobileNet-v3-Large/blob/main/MobileNet-v3-Large_w8a16.onnx) |
88
 
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142
  ```bash
143
  python -m qai_hub_models.models.mobilenet_v3_large.export
144
  ```
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+
 
 
 
 
 
 
 
 
 
 
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  ## How does this work?
precompiled/qualcomm-qcs6490-proxy/sdk_versions.yml CHANGED
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