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  1. tensorflow/compiler/mlir/tensorflow/tests/convert_control_to_data_outputs.mlir

    // Tests loop with resource that is unique per iteration.
    //
    // In cases where a resource-allocating op creates a new unique resource per
    // loop iteration (ops with `TF_UniqueResourceAllocation` trait, in this case:
    // `tf.StackV2`), make sure that we don't create data dependencies between
    // different iterations for such resources. This is in line with the behavior
    // for the same loop unrolled. In this particular case, no data chain and token
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Feb 22 18:35:00 UTC 2024
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  2. tensorflow/compiler/jit/mark_for_compilation_pass.cc

    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Wed Feb 21 12:19:41 UTC 2024
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  3. tensorflow/compiler/mlir/g3doc/_includes/tf_passes.md

    maximum size needs to be a constant and 2) a push op can be found with a
    known shape, and all push ops need to have the same shape.
    
    A stack creation op "tf.StackV2" will be turned in to two zero-initialized
    variables, for the buffer and current size. Each push will be turned into
    ```mlir
      %old_val = "tf.ReadVariableOp"(%buffer)
      %old_size = "tf.ReadVariableOp"(%size)
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Wed Aug 02 02:26:39 UTC 2023
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