China used a similar mass testing strategy in Beijing. When an outbreak appeared at the Xinfadi wholesale market in June [2], the government had a short (several weeks long) lockdown and tested more than half the city's population. Some days they did ~400,000 tests per day [3]. This was possible because they sent in testing resources from across the country to Beijing. The outbreak was eliminated within a month.
I believe mass testing is an effective way to reign in the coronavirus. It's impossible to have a widespread outbreak if you preemptively test and isolate all carriers.
[1] https://www.japantimes.co.jp/news/2020/05/30/asia-pacific/sc...
[2] https://en.wikipedia.org/wiki/Xinfadi_Market#COVID-19_outbre...
[3] https://news.cgtn.com/news/2020-07-08/One-Million-Tests-a-Da...