`MemoryAllocation::MemoryAllocation()`.
*   Extracts `NNAPIDelegateKernel` from nnapi_delegate.cc
*   Added support for `FusedBatchNormV3` in converter.
*   A ragged to dense op for directly calculating tensors.
*   Fix accidental quadratic graph construction cost in graph-mode
    `tf.gradients()`.

## Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

            String result = testBlock.readString(buffer, 0);

            assertEquals("Test", result);
        }

        @Test
        @DisplayName("Test string wire length calculation")
        void testStringWireLength() {
            testBlock.setUseUnicode(false);
            assertEquals(5, testBlock.stringWireLength("Test", 0));

            testBlock.setUseUnicode(true);

            request.setFileId(secondFileId);

            assertDoesNotThrow(() -> request.setFileId(secondFileId));
        }
    }

    @Nested
    @DisplayName("Size Calculation Tests")
    class SizeCalculationTests {

        @Test
        @DisplayName("Should calculate size correctly with single lock")
        void testSizeWithSingleLock() {

            return result;
        }
    }

    /**
     * This method is needed to "align" values used later on for interpolations and path calculations.
     * We enforce "canonical" paths, so IF key and canonical path value disagree, let override it.
     */
    protected void mayOverrideDirectorySystemProperty(LocalContext context, String javaSystemPropertyKey, Path value) {

      min = otherMin;
      max = otherMax;
    } else {
      count += otherCount;
      if (isFinite(mean) && isFinite(otherMean)) {
        // This is a generalized version of the calculation in add(double) above.
        double delta = otherMean - mean;
        mean += delta * otherCount / count;
        sumOfSquaresOfDeltas += otherSumOfSquaresOfDeltas + delta * (otherMean - mean) * otherCount;
      } else {

      calculateNextPermutation();
      return next;
    }

    void calculateNextPermutation() {
      j = list.size() - 1;
      int s = 0;

      // Handle the special case of an empty list. Skip the calculation of the
      // next permutation.
      if (j == -1) {
        return;
      }

      while (true) {
        int q = c[j] + o[j];
        if (q < 0) {
          switchDirection();

            if (maxResponseTime.compareAndSet(currentMax, responseTimeMs)) {
                break;
            }
            currentMax = maxResponseTime.get();
        }

        // Add to history for percentile calculation
        responseTimeHistory.addLast(responseTimeMs);
        if (responseTimeHistory.size() > 1000) { // Keep last 1000 measurements
            responseTimeHistory.removeFirst();
        }

		},
		config.HelpKV{
			Key:         config.ScannerSubSys,
			Description: "manage namespace scanning for usage calculation, lifecycle, healing and more",
		},
		config.HelpKV{
			Key:         config.BatchSubSys,
			Description: "manage batch job workers and wait times",
		},
		config.HelpKV{

                pageSize, offset);
    }

    /**
     * Converts an object value to a float for score calculations.
     * Handles Float and String types, returning 0.0f for unsupported types.
     *
     * @param value the object to convert to float
     * @return float representation of the value, or 0.0f if conversion fails

            assertEquals(0, testMessage.getSessionId());
            assertEquals(0, testMessage.getTreeId());
        }
    }

    @Nested
    @DisplayName("Size Calculation Tests")
    class SizeCalculationTests {

        @Test
        @DisplayName("Should calculate size8 without alignment")
        void testSize8NoAlignment() {