The image depicts a group of people sitting in front of a large projection screen, watching an educational slide presentation. The people are seated on couches and chairs, with one person sitting in the center of the group. The screen is located in the center of the room, and the projection equipment is mounted on the wall behind the screen. The people are dressed in casual clothing, and some of them are taking notes on paper or using digital devices. The room is well-lit, and there are several objects on the table or on the floor nearby. The overall atmosphere is one of concentration and focus, as the people are fully engaged in the presentation.
Text transcribed from the image:
New Instructions: WGMMA & TMA
A100 FP16
H100 FP16
Tensor height
base addr
THROUGHPUT
block
height
Region
to copy
block width
2D Tensor in Mem
Tensor width
wgmma necessary, mma.sync can
only reach 2/3 peak throughput
TMA: accelerate gmem->
smem, saves registers
padding
Tensor
stride
11