The court asked Sajjan Kumar to surrender by December 31.
"In the summer of 1947, during partition, this country witnessed horrific mass crimes where several lakhs of civilians, including Sikhs, Muslims and Hindus were massacred," the bench said.
"Thirty-seven years later, the country was again witness to another enormous human tragedy. Following the assassination of Indira Gandhi, the then Prime Minister of India, on the morning of October 31, 1984, by two of her Sikh bodyguards, a communal frenzy was unleashed."
"For four days between November 1 to November 4 of that year, all over Delhi, 2,733 Sikhs were brutally murdered. Their houses were destroyed. In the rest of the country too, thousands of Sikhs were killed," the bench observed in its 203-page order.
The court said: "A majority of the perpetrators of these horrific mass crimes, enjoyed political patronage and were aided by an indifferent law enforcement agency.
"The criminals escaped prosecution and punishment for over two decades.
"It took as many as 10 Committees and Commissions for the investigation into the role of some of them to be entrusted in 2005 to the Central Bureau of Investigation (CBI), 21 years after the occurrence."
The court convicted the Congress leader under various counts of Indian Penal Code (IPC) including murder, criminal conspiracy, wantonly giving provocation with intent to cause riot, mischief by fire or explosive substance with intent to destroy house and injuring or defiling place of worship with intent to insult the religion of any class.
In October, the High Court reserved its order on the pleas challenging that trial court judgement on Sajjan Kumar but convicted the other five accused in the case related to the killing of five people in Delhi Cantonment area following the assassination of Indira Gandhi on October 31, 1984.
The HC Division Bench upheld the trial court April 30, 2013, judgement convicting five other accused -- former councillor Balwan Khokhar, former legislator Mahender Yadav, Krishan Khokar, Girdhari Lal and Retired Captain Bhagmal -- for their involvement in the case.
The five convicts have also filed appeals against their conviction.
Sajjan Kumar and five others were tried in the case involving the killing of five Sikhs -- Kehar Singh, Gurpreet Singh, Raghuvender Singh, Narender Pal Singh and Kuldeep Singh, who were members of the same family -- by a mob in Delhi Cantonment's Raj Nagar area following the assassination of Indira Gandhi on October 31, 1984.
The case against Sajjan Kumar and others was registered in 2005 on a recommendation by the Justice G.T. Nanavati Commission.