We consider distributed convex optimization problems in the regime when the communication between the server and the workers is expensive in both uplink and downlink directions.

Australia's AI boom may revive productivity, CBA says Cabinets housing servers inside a data hall at a NextDC data center in Sydney. The company partnered with OpenAI last December to build a large-scale computing cluster in Sydney. Australia has become the world's third-largest artificial intelligence investment destination behind the U.S. and China, a result that's set to spur productivity in an economy currently struggling with a low potential growth rate and high inflation, Commonwealth Bank of Australia says. CBA's updated estimates suggest that Australia's data center pipeline is closer to 6 gigawatt, or 150 billion Australian dollars ($105 billion), implying installed capacity could more than triple over the period to 2030, according to a research note released Monday by economists led by Luke Yeaman. Shares in Australian data centers jumped following the report, with Goodman Group rising as much as 6.9%, the most since Dec. 23.

O hides log (nd /") factors.

The left side is a zoom-in of the right side. AB at point E, that is, PE is perpendicular to AB . Table 1: Monocular 3D detection performance of Car category on KITTI test set. All results are evaluated on KITTI testing server. Same as KITTI leaderboard, methods are ranked under the moderate difficulty level.

Camera 2 is closer to the vehicle, and the focal length is relatively small.