Maximum Batch Size from VRAM

Given the memory budget on a GPU, return the largest integer batch size that fits.

Signature: def max_batch_size(weight_bytes: int, activation_bytes_per_sample: int, gpu_vram_bytes: int, overhead_bytes: int) -> int

Return floor((vram - weights - overhead) / activation_per_sample). If the result is negative, return 0.