Hugging Face's logo

qualcomm
/
TrOCR

Image-to-Text
PyTorch
LiteRT
ONNX
android
Model card Files Community
3
qaihm-bot commited on
Commit
03d3187
·
verified ·
1 Parent(s): b060fbc

Upload README.md with huggingface_hub

Browse files
Files changed (1) hide show
  1. README.md +61 -61
README.md CHANGED
@@ -36,64 +36,64 @@ More details on model performance across various devices, can be found
36
 
37
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.227 ms | 0 - 353 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
40
- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.276 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
41
- | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.926 ms | 0 - 170 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
42
- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.587 ms | 0 - 54 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
43
- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.665 ms | 0 - 15 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
44
- | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 2.118 ms | 0 - 64 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
45
- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.489 ms | 0 - 48 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
46
- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.595 ms | 3 - 51 MB | FP16 | NPU | Use Export Script |
47
- | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.87 ms | 2 - 47 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
48
- | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 12.182 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
49
- | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 12.308 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
50
- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.193 ms | 0 - 289 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
51
- | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.487 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
52
- | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.154 ms | 0 - 41 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
53
- | TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 3.561 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
54
- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.185 ms | 0 - 308 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
55
- | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.255 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
56
- | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.366 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
57
- | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.497 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
58
- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 12.182 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
59
- | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 12.308 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
60
- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.189 ms | 0 - 87 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
61
- | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.308 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
62
- | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.366 ms | 0 - 43 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
63
- | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.497 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
64
- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.479 ms | 0 - 49 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
65
- | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.743 ms | 5 - 54 MB | FP16 | NPU | Use Export Script |
66
- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.406 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
67
- | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.663 ms | 68 - 68 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
68
- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 50.264 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
69
- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 37.193 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
70
- | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 38.277 ms | 14 - 161 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
71
- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 39.543 ms | 4 - 65 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
72
- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 29.756 ms | 2 - 18 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
73
- | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 32.2 ms | 16 - 77 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
74
- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 32.147 ms | 6 - 70 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
75
- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 37.162 ms | 2 - 66 MB | FP16 | NPU | Use Export Script |
76
- | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 27.594 ms | 8 - 70 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
77
- | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 266.206 ms | 1 - 63 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
78
- | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 247.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
79
- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 50.096 ms | 7 - 31 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
80
- | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 37.306 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
81
- | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 65.436 ms | 7 - 67 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
82
- | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.625 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
83
- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 50.166 ms | 7 - 27 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
84
- | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.292 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
85
- | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 59.798 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
86
- | TrOCREncoder | SA8775P ADP | SA8775P | QNN | 42.357 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
87
- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 266.206 ms | 1 - 63 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
88
- | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 247.7 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
89
- | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 50.181 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
90
- | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 37.081 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
91
- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 59.798 ms | 7 - 69 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
92
- | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 42.357 ms | 2 - 10 MB | FP16 | NPU | Use Export Script |
93
- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 60.287 ms | 7 - 66 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
94
- | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 66.83 ms | 2 - 64 MB | FP16 | NPU | Use Export Script |
95
- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 33.968 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
96
- | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.85 ms | 50 - 50 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
97
 
98
 
99
 
@@ -158,7 +158,7 @@ TrOCRDecoder
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 2.2
161
- Estimated peak memory usage (MB): [0, 353]
162
  Total # Ops : 399
163
  Compute Unit(s) : NPU (399 ops)
164
 
@@ -166,8 +166,8 @@ Compute Unit(s) : NPU (399 ops)
166
  TrOCREncoder
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
- Estimated inference time (ms) : 50.3
170
- Estimated peak memory usage (MB): [7, 31]
171
  Total # Ops : 591
172
  Compute Unit(s) : NPU (591 ops)
173
  ```
 
36
 
37
  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
38
  |---|---|---|---|---|---|---|---|---|
39
+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 2.163 ms | 0 - 34 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
40
+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 2.044 ms | 2 - 5 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
41
+ | TrOCRDecoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 2.593 ms | 0 - 227 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
42
+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 1.459 ms | 0 - 130 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
43
+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 1.517 ms | 0 - 19 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.so) |
44
+ | TrOCRDecoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 1.984 ms | 0 - 138 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
45
+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 1.379 ms | 0 - 62 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
46
+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 1.246 ms | 2 - 64 MB | FP16 | NPU | Use Export Script |
47
+ | TrOCRDecoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 1.78 ms | 1 - 67 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
48
+ | TrOCRDecoder | SA7255P ADP | SA7255P | TFLITE | 11.79 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
49
+ | TrOCRDecoder | SA7255P ADP | SA7255P | QNN | 11.696 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
50
+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 2.084 ms | 0 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
51
+ | TrOCRDecoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 2.075 ms | 1 - 3 MB | FP16 | NPU | Use Export Script |
52
+ | TrOCRDecoder | SA8295P ADP | SA8295P | TFLITE | 3.017 ms | 0 - 52 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
53
+ | TrOCRDecoder | SA8295P ADP | SA8295P | QNN | 2.913 ms | 7 - 21 MB | FP16 | NPU | Use Export Script |
54
+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 2.1 ms | 0 - 30 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
55
+ | TrOCRDecoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 2.321 ms | 2 - 5 MB | FP16 | NPU | Use Export Script |
56
+ | TrOCRDecoder | SA8775P ADP | SA8775P | TFLITE | 3.142 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
57
+ | TrOCRDecoder | SA8775P ADP | SA8775P | QNN | 3.06 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
58
+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 11.79 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
59
+ | TrOCRDecoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 11.696 ms | 7 - 14 MB | FP16 | NPU | Use Export Script |
60
+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 2.064 ms | 0 - 29 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
61
+ | TrOCRDecoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 2.062 ms | 1 - 4 MB | FP16 | NPU | Use Export Script |
62
+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 3.142 ms | 0 - 59 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
63
+ | TrOCRDecoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 3.06 ms | 7 - 17 MB | FP16 | NPU | Use Export Script |
64
+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 2.658 ms | 0 - 124 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.tflite) |
65
+ | TrOCRDecoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 2.427 ms | 4 - 126 MB | FP16 | NPU | Use Export Script |
66
+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 2.212 ms | 7 - 7 MB | FP16 | NPU | Use Export Script |
67
+ | TrOCRDecoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 2.389 ms | 68 - 68 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCRDecoder.onnx) |
68
+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 37.307 ms | 8 - 36 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
69
+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 38.013 ms | 2 - 4 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
70
+ | TrOCREncoder | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 37.944 ms | 14 - 125 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
71
+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 28.402 ms | 6 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
72
+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 30.166 ms | 2 - 21 MB | FP16 | NPU | [TrOCR.so](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.so) |
73
+ | TrOCREncoder | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 30.119 ms | 12 - 123 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
74
+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 26.738 ms | 6 - 171 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
75
+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 22.69 ms | 2 - 168 MB | FP16 | NPU | Use Export Script |
76
+ | TrOCREncoder | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 25.977 ms | 14 - 124 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
77
+ | TrOCREncoder | SA7255P ADP | SA7255P | TFLITE | 253.63 ms | 4 - 167 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
78
+ | TrOCREncoder | SA7255P ADP | SA7255P | QNN | 249.787 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
79
+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 37.287 ms | 7 - 32 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
80
+ | TrOCREncoder | SA8255 (Proxy) | SA8255P Proxy | QNN | 38.012 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
81
+ | TrOCREncoder | SA8295P ADP | SA8295P | TFLITE | 51.229 ms | 7 - 168 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
82
+ | TrOCREncoder | SA8295P ADP | SA8295P | QNN | 50.73 ms | 2 - 16 MB | FP16 | NPU | Use Export Script |
83
+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 37.283 ms | 7 - 35 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
84
+ | TrOCREncoder | SA8650 (Proxy) | SA8650P Proxy | QNN | 37.826 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
85
+ | TrOCREncoder | SA8775P ADP | SA8775P | TFLITE | 45.975 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
86
+ | TrOCREncoder | SA8775P ADP | SA8775P | QNN | 43.717 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
87
+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 253.63 ms | 4 - 167 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
88
+ | TrOCREncoder | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 249.787 ms | 2 - 9 MB | FP16 | NPU | Use Export Script |
89
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 37.453 ms | 7 - 32 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
90
+ | TrOCREncoder | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 37.864 ms | 2 - 4 MB | FP16 | NPU | Use Export Script |
91
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 45.975 ms | 7 - 170 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
92
+ | TrOCREncoder | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 43.717 ms | 2 - 12 MB | FP16 | NPU | Use Export Script |
93
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 46.089 ms | 7 - 172 MB | FP16 | NPU | [TrOCR.tflite](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.tflite) |
94
+ | TrOCREncoder | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 47.168 ms | 2 - 171 MB | FP16 | NPU | Use Export Script |
95
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 35.409 ms | 2 - 2 MB | FP16 | NPU | Use Export Script |
96
+ | TrOCREncoder | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 36.327 ms | 51 - 51 MB | FP16 | NPU | [TrOCR.onnx](https://huggingface.co/qualcomm/TrOCR/blob/main/TrOCREncoder.onnx) |
97
 
98
 
99
 
 
158
  Device : Samsung Galaxy S23 (13)
159
  Runtime : TFLITE
160
  Estimated inference time (ms) : 2.2
161
+ Estimated peak memory usage (MB): [0, 34]
162
  Total # Ops : 399
163
  Compute Unit(s) : NPU (399 ops)
164
 
 
166
  TrOCREncoder
167
  Device : Samsung Galaxy S23 (13)
168
  Runtime : TFLITE
169
+ Estimated inference time (ms) : 37.3
170
+ Estimated peak memory usage (MB): [8, 36]
171
  Total # Ops : 591
172
  Compute Unit(s) : NPU (591 ops)
173
  ```