[TF FE] Support mutable tensors produced by variables and resources #22270
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Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
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Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
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src/frontends/tensorflow/include/openvino/frontend/tensorflow/node_context.hpp
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Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
… rkazants/mutable_tensors
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
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…ources (openvinotoolkit#22270)" This reverts commit 0e8eb19.
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Details: Support mutable tensors produced by variables and resources. This functionality provides support variables and resources that are mutable during inference. It means that resource and variable can change its values during inference. We call each value of such variable as a variable state. During model conversion, we need to select the right state of the variable for conversion operations that consume value of variable or resource. Control and data edges can define which state of the variable or resource should be used.
Example with variable:
Example with resource:
Tickets: 111307, 111313