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The problem is that when I fix the speed on the switch port, the connection does not work (speed is configured in auto mode on my machines and I cannot change that).
What might be the cause of that, many of the newer ports are also auto MDI/MDI-X when auto is enabled but not when auto is disabled. Try swapping tx/rx pair.