PINTO0309
commented
1 year ago onnxsim==0.4.17
$ onnxsim model.onnx model.onnx
Your model contains "Tile" ops or/and "ConstantOfShape" ops. Folding these ops can make the simplified model much larger. If it is not expected, please specify "--no-large-tensor" (which will lose
some optimization chances)
Simplifying...
Finish! Here is the difference:
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ ┃ Original Model ┃ Simplified Model ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ Add │ 393 │ 393 │
│ Cast │ 290 │ 2 │
│ Concat │ 335 │ 334 │
│ Constant │ 2506 │ 0 │
│ ConstantOfShape │ 33 │ 32 │
│ Conv │ 98 │ 98 │
│ Cos │ 1 │ 1 │
│ Div │ 262 │ 230 │
│ Equal │ 1 │ 1 │
│ Erf │ 16 │ 16 │
│ Expand │ 1 │ 1 │
│ Gather │ 561 │ 529 │
│ Gemm │ 24 │ 24 │
│ InstanceNormalization │ 61 │ 61 │
│ MatMul │ 224 │ 224 │
│ Mul │ 446 │ 445 │
│ Pow │ 48 │ 48 │
│ ReduceMean │ 96 │ 96 │
│ Reshape │ 411 │ 410 │
│ Resize │ 3 │ 3 │
│ Shape │ 623 │ 590 │
│ Sigmoid │ 47 │ 47 │
│ Sin │ 1 │ 1 │
│ Slice │ 34 │ 34 │
│ Softmax │ 32 │ 32 │
│ Sqrt │ 48 │ 48 │
│ Sub │ 48 │ 48 │
│ Transpose │ 192 │ 192 │
│ Unsqueeze │ 1022 │ 958 │
│ Where │ 1 │ 1 │
│ Model Size │ 1.6GiB │ 1.6GiB │
└───────────────────────┴────────────────┴──────────────────┘
Describe the bug Trying on a working model, simplifier crashes.
Model https://drive.google.com/file/d/108ism8iz21sDw8hP-NgX4B-rRk1ZmNFV/view?usp=sharing