tflops

Hands-on CPU vs GPU benchmarks for Apple Silicon (M-series): PyTorch MPS, TensorFlow-Metal, MLX, and llama.cpp to measure TFLOP/s & tokens/sec and learn why GPUs accelerate training.

Clusters servers

LLM inference performance calculator (vLLM/TRT-LLM): throughput, TTFT, ITL, KV cache memory, GPU selection, and cloud cost modeling for GenAI workloads.

TFLOPs testing on MPS and CUDA

Simulador interativo de poder computacional (TFLOPS) e custos para infraestruturas de IA.