More GPUs do not automatically mean more AI throughput.
d-Matrix joined NVIDIA's NVLink Fusion platform to scale next-generation accelerators across systems.
That is a useful signal for every AI team: architecture matters after you rent the GPUs.
Keep compute available for the workload.
Keep datasets, checkpoints, and inference context in storage that is ready when the job starts.
That is how you cut expensive idle time.
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Originally posted on linkedin_personal