Multiple graphics processing unit platform

A multi-GPU platform for use with a component rack, comprising:

• a cubby chassis configured for mounting in the component rack;
• a plurality of multi-GPU sleds housed in the cubby chassis, selected ones of the multi-GPU sleds comprising:
• a sled chassis having a sidewall and a bottom wall;
• a side-plane printed circuit board (PCB) mounted to the sidewall in a substantially parallel orientation;
• a plurality of dividers attached to the bottom wall and oriented substantially perpendicular to the side-plane PCB;
• one or more GPU cards connected to the side-plane PCB and supported by a pair of the plurality of dividers, the one or more GPU cards comprising:
• a GPU PCB having an outward facing component side;
• and
• one or more GPU components coupled to the component side of the GPU PCB;
• and
• one or more covers extending away from the bottom wall to enclose the one or more GPU cards between the side-plane PCB and the one or more covers.

A multi-GPU sled for use in a cubby chassis, the multi-GPU sled comprising:

• a sled chassis having a vertical sidewall and a horizontal bottom wall, wherein the sled chassis has an open top and an open side opposite the vertical sidewall;
• a vertically oriented side-plane printed circuit board (PCB) mounted to the vertical sidewall;
• a plurality of dividers attached to the bottom wall and oriented substantially perpendicular to the side-plane PCB;
• and
• one or more GPU cards connected to the side-plane PCB and horizontally supported by a pair of the plurality of dividers, the one or more GPU cards comprising:
• a GPU PCB having a first side facing the bottom wall and an outward facing second side;
• and
• one or more GPU components coupled to the second side of the GPU PCB.