// compilation_result -> underlying Tensor the variable is/was pointing to (i.e.
// the value of the variable at the time of lowering/compilation)}.
//
// The obtained PjRtBuffers are populated to `args` vector.
// `non_donatable_input_indices` will also be set, which contains the indices of
// the input that should not be donated to output.
//
// There can be three types of input: 1. Tensor with PjRtTensorBuffer; 2.

    absl::StatusOr<Method> method = GetQuantizationMethod(xla_call_module_op);
    if (method.ok() && method->has_no_quantization()) {
      return true;
    }
  }
  return false;
}

// Populates `spec.coeff_op_quant_dim` according to `xla_call_module_op`'s
// `_quantization_method` attribute. If there is an input `QuantizedType` with
// `dimension_specs` set, which represents the quantization dimension for the

	if gotplt.Size() != 0 {
		ctxt.Errorf(gotplt.Sym(), "got.plt is not empty")
	}

	// Reserve got[0] for resolver address (populated by dynamic loader).
	gotplt.AddUint32(ctxt.Arch, 0)
	gotplt.AddUint32(ctxt.Arch, 0)
	gotLocalCount++

	// Reserve got[1] for ELF object pointer (populated by dynamic loader).
	gotplt.AddUint32(ctxt.Arch, 0)
	gotplt.AddUint32(ctxt.Arch, 0)
	gotLocalCount++
}

	// time if the file is large. The newPopulateResponseWriter
	// call returns a channel which either ServeHTTP or finish()
	// sends our *Response on, once the *Response itself has been
	// populated (even if the body itself is still being
	// written to the res.Body, a pipe)
	rw, resc := newPopulateResponseWriter()
	go func() {
		t.fh.ServeHTTP(rw, req)
		rw.finish()
	}()
	return <-resc, nil
}

		// platform verification to fail. In part this is because Windows
		// dynamically populates roots into its local trust store at time of
		// use. We can attempt to prime the pool by attempting TLS connections
		// to google.com until it works, suggesting the pool has been properly
		// updated. If after we hit the deadline, the pool has _still_ not been
		// populated with the expected root, it's unlikely we are ever going to

  // dataSourceRef specifies the object from which to populate the volume with data, if a non-empty
  // volume is desired. This may be any object from a non-empty API group (non
  // core object) or a PersistentVolumeClaim object.
  // When this field is specified, volume binding will only succeed if the type of
  // the specified object matches some installed volume populator or dynamic
  // provisioner.

	"dataSourceRef":             "dataSourceRef specifies the object from which to populate the volume with data, if a non-empty volume is desired. This may be any object from a non-empty API group (non core object) or a PersistentVolumeClaim object. When this field is specified, volume binding will only succeed if the type of the specified object matches some installed volume populator or dynamic provisioner. This field will replace the functionality of the dataSource field and as...

    )


def _populate_quantization_options_default_values(
    quantization_options: _QuantizationOptions,
) -> None:
  """Populates default values for QuantizationOptions.

  Populates unspecified or unset fields of QuantizationOptions with the default
  values.

  * If `op_set` is unspecified, it defaults to `OpSet.XLA`.

		},
	}

	c := newTypedXdsCache[uint64]()

	cache := c.(*lruCache[uint64])

	assert.Equal(t, cache.store.Len(), 0)
	assert.Equal(t, cache.indexLength(), 0)

	// adding the entry populates the indexes
	c.Add(firstEntry.Key(), firstEntry, req, res)

	assert.Equal(t, cache.store.Len(), 1)
	assert.Equal(t, cache.indexLength(), 2)
	assert.Equal(t, cache.configIndexSnapshot(), map[ConfigHash]sets.Set[uint64]{

// converge as only a few patterns create new resource ops that can be further
// decomposed. The rest of the iterations are enough to clean up any dead ops
// created by decomposition.
constexpr int kMaxIterations = 20;

// Populates `reachable_functions` with all functions that can be reached from
// device cluster ops.
void PopulateClusterReachableFunctions(
    ModuleOp module, SmallPtrSetImpl<Operation*>& reachable_functions) {