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[TorchFX] Use FakeTensors in meta instead of actual tensors #2934

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daniil-lyakhov opened this issue Aug 30, 2024 · 0 comments
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[TorchFX] Use FakeTensors in meta instead of actual tensors #2934

daniil-lyakhov opened this issue Aug 30, 2024 · 0 comments
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enhancement New feature or request

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daniil-lyakhov commented Aug 30, 2024 •
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🚀 Feature request

Current implementation is setting actual tensors as meta value (An exapmle: https://github.com/openvinotoolkit/nncf/blob/develop/nncf/experimental/torch/fx/transformations.py#L30-L46). The task is to optimize this process by creating fake tensors instead. Other problem - not every constant in captured graphs has meta val. The solution should cover such constants as well

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