The Tiny Box is a high-performance computing device designed for deep learning tasks. Here are its key specifications and the cost:

1. Cost: The Tiny Box costs $15,000 01:03:15.
2. Compute Power: It delivers almost a petaflop of compute power 01:03:17.
3. GPU RAM: It has over 100 gigabytes of GPU RAM 01:03:20.
4. Memory Bandwidth: The GPU memory bandwidth exceeds 5 terabytes per second 01:03:24.
5. Drive Read Bandwidth: It provides around 20 to 30 gigabytes per second of drive read bandwidth when equipped with four NVMEs in RAID 01:03:33.
6. Design Goals: The Tiny Box is intended to offer a great out-of-the-box experience, akin to Apple's product philosophy 01:10:07.
7. Power Requirements: It is designed to be plugged into a standard 120 volt, 15 amp circuit 01:03:59.

Here are some quotes from the excerpts describing these specifications:

- "It's $15,000. And it's almost a petaflop of compute. It's over a hundred gigabytes of GPU RAM. It's over five terabytes per second of GPU memory bandwidth." 01:03:15 - 01:03:24
- "You're gonna get like 20, 30 gigabytes per second of drive read bandwidth. I'm gonna build like the best deep learning box that I can that plugs into one wall outlet." 01:03:33 - 01:03:43

These timestamps and quotes should help you quickly access the relevant parts of the podcast for more detailed information.