Memory Optimization for Hcontainer Class in Parallel Execution

[zgn-26714]

This pull request addresses issue #6377

44b2136

Fix memory statistics error
- The memory for the record variable hRGintCd was not accounted for.
- When calculating the memory for the record variable DMRGint, it was multiplied by 4 twice.

07a9a23

Removed the temporary variable DMRGint_full when transitioning from 2D block parallelism to serial in Hcontainer.
A temporary variable DM2D_tmp was created to split the 2D block parallel DM2D into smaller blocks. The function transferParallels2Serials is directly called to convert DM2D_tmp into DMRGint[]. This approach avoids the large memory consumption that would occur if a large matrix DMRGint_full was first used to hold DM2D and then split into smaller matrices DMRGint.
some detail need to modify

0a799ba

Following a similar approach as described above, the temporary variable hRGintCd, which was used in the conversion of HContainer from serial to 2D block distributed parallel layout, has been removed. Instead, a smaller auxiliary matrix hR_tmp is now used to partition hR into blocks, facilitating the type conversion. The data transfer path has been changed from the original hRGint_tmp → hRGintCd → hR to hRGint_tmp → hR_tmp → hR.

todo:

• delete DMRGint_full
• delete hRGintCd
• Further optimize other variables

[dyzheng]

LGTM，but the test case "204_NO_KP_NC" is error, I don't think it related to this PR, but you should check it .

[zgn-26714]

07a9a23

the test case "204_NO_KP_NC" can pass when tested locally

0a799ba

Several test cases are causing crashes and require fixes