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v0.38.0

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

Files changed (8) hide show
  1. FastSam-X_float.dlc +2 -2
  2. FastSam-X_float.onnx.zip +2 -2
  3. FastSam-X_float.tflite +2 -2
  4. README.md +28 -31
  5. precompiled/qualcomm-snapdragon-x-elite/FastSam-X_float.bin +0 -3
  6. precompiled/qualcomm-snapdragon-x-elite/FastSam-X_float.onnx.zip +0 -3
  7. precompiled/qualcomm-snapdragon-x-elite/tool-versions.yaml +0 -3
  8. tool-versions.yaml +1 -1
FastSam-X_float.dlc CHANGED
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README.md CHANGED
@@ -36,36 +36,33 @@ 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
- | FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 280.609 ms | 4 - 112 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
40
- | FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 277.083 ms | 4 - 90 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
41
- | FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 86.15 ms | 4 - 199 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
42
- | FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 87.616 ms | 4 - 95 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
43
- | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 42.579 ms | 4 - 59 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
44
- | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 42.447 ms | 5 - 27 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
45
- | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 45.612 ms | 0 - 176 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
46
- | FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.457 ms | 4 - 112 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
47
- | FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 67.76 ms | 4 - 85 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
48
- | FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 280.609 ms | 4 - 112 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
49
- | FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 277.083 ms | 4 - 90 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
50
- | FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 42.847 ms | 4 - 65 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
51
- | FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 42.956 ms | 5 - 28 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
52
- | FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.611 ms | 4 - 103 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
53
- | FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.515 ms | 5 - 87 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
54
- | FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.385 ms | 4 - 63 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
55
- | FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 42.48 ms | 5 - 29 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
56
- | FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.457 ms | 4 - 112 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
57
- | FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 67.76 ms | 4 - 85 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
58
- | FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 44.584 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
59
- | FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | QNN_DLC | 42.661 ms | 5 - 28 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
60
- | FastSam-X | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 45.249 ms | 10 - 32 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
61
- | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.83 ms | 3 - 204 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
62
- | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 32.641 ms | 5 - 89 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
63
- | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 33.705 ms | 13 - 93 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
64
- | FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 30.952 ms | 4 - 113 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
65
- | FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN_DLC | 28.654 ms | 5 - 82 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
66
- | FastSam-X | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 30.424 ms | 15 - 80 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
67
- | FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 43.252 ms | 349 - 349 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
68
- | FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 45.248 ms | 140 - 140 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
69
 
70
 
71
 
@@ -147,7 +144,7 @@ from qai_hub_models.models.fastsam_x import Model
147
  torch_model = Model.from_pretrained()
148
 
149
  # Device
150
- device = hub.Device("Samsung Galaxy S24")
151
 
152
  # Trace model
153
  input_shape = torch_model.get_input_spec()
 
36
 
37
  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
40
+ | FastSam-X | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 277.509 ms | 4 - 102 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
41
+ | FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 86.362 ms | 4 - 198 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
42
+ | FastSam-X | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 88.762 ms | 5 - 93 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
43
+ | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 45.165 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
44
+ | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 42.824 ms | 5 - 33 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
45
+ | FastSam-X | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 49.774 ms | 0 - 185 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
46
+ | FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
47
+ | FastSam-X | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 68.206 ms | 0 - 92 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
48
+ | FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 280.689 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
49
+ | FastSam-X | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 277.509 ms | 4 - 102 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
50
+ | FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 45.416 ms | 1 - 59 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
51
+ | FastSam-X | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 42.515 ms | 5 - 35 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
52
+ | FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 89.467 ms | 4 - 103 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
53
+ | FastSam-X | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 75.246 ms | 5 - 85 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
54
+ | FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 45.16 ms | 4 - 64 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
55
+ | FastSam-X | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 43.193 ms | 5 - 36 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
56
+ | FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 70.508 ms | 4 - 122 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
57
+ | FastSam-X | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 68.206 ms | 0 - 92 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
58
+ | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 34.22 ms | 2 - 207 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
59
+ | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 34.169 ms | 5 - 116 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
60
+ | FastSam-X | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 36.367 ms | 15 - 117 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
61
+ | FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 26.527 ms | 3 - 124 MB | NPU | [FastSam-X.tflite](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.tflite) |
62
+ | FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 27.078 ms | 5 - 123 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
63
+ | FastSam-X | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 27.619 ms | 10 - 118 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
64
+ | FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 45.159 ms | 348 - 348 MB | NPU | [FastSam-X.dlc](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.dlc) |
65
+ | FastSam-X | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 46.916 ms | 140 - 140 MB | NPU | [FastSam-X.onnx.zip](https://huggingface.co/qualcomm/FastSam-X/blob/main/FastSam-X.onnx.zip) |
 
 
 
66
 
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144
  torch_model = Model.from_pretrained()
145
 
146
  # Device
147
+ device = hub.Device("Samsung Galaxy S25")
148
 
149
  # Trace model
150
  input_shape = torch_model.get_input_spec()
precompiled/qualcomm-snapdragon-x-elite/FastSam-X_float.bin DELETED
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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
@@ -1,4 +1,4 @@
1
  tool_versions:
2
  onnx:
3
- qairt: 2.36.4.250725200057_123280
4
  onnx_runtime: 1.22.2
 
1
  tool_versions:
2
  onnx:
3
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  onnx_runtime: 1.22.2