A100 vs Quadro P6000

The FP32 performance difference shows the A100 at 19.5 TFLOPS exceeding the Quadro P6000 at 12.6 TFLOPS. This gap affects applications that rely on single precision calculations for model training and simulations. The A100 also provides dense FP16 performance at 312 TFLOPS which enables accelerated operations in mixed precision settings compared to the FP32 baseline of the older GPU. Memory bandwidth of 2039 GB/s on the A100 allows for larger batch sizes during processing than the 432 GB/s available on the Quadro P6000. Higher bandwidth reduces data movement bottlenecks in memory intensive tasks. The A100 TDP of 400W supports these capabilities while the Quadro P6000 operates at 250W.

The A100 serves as the better choice for workloads requiring dense FP16 performance of 312 TFLOPS or INT8 dense performance of 624 TOPS. Scenarios involving large scale data processing benefit from the 2039 GB/s memory bandwidth and up to 80 GB VRAM capacity. The support for NVLink interconnect further aids multi GPU configurations in advanced computing setups.

The Quadro P6000 fits scenarios with lower power budgets at 250W TDP and simpler PCIe 3.0 connectivity needs. Tasks that operate within 24 GB VRAM and rely on 12.6 TFLOPS FP32 can utilize this GPU effectively without the higher power draw of newer models.