| { |
| "generation_config": { |
| "total_samples": 50000, |
| "batch_size": 1000, |
| "num_dots": 4, |
| "gpu_ids": "0,1,2,3,4,5,6,7", |
| "voltage_offset_min": -10.0, |
| "voltage_offset_max": 5.0, |
| "seed_base": 42 |
| }, |
| "generation_stats": { |
| "successful_samples": 50000, |
| "failed_samples": 0, |
| "saved_batches": 42, |
| "total_batches": 50, |
| "total_time_seconds": 10884.944009304047, |
| "samples_per_second": 4.59350089052014, |
| "actors_used": 8, |
| "gpus_used": 8 |
| }, |
| "data_structure": { |
| "total_batches": 50, |
| "images": "Batched charge sensor images, shape per batch: (batch_size, 128, 128, 3)", |
| "cgd_matrices": "Batched gate-to-dot capacitance matrices, shape per batch: (batch_size, 4, 5)", |
| "ground_truth": "List of ground truth voltages and observation voltages per batch" |
| }, |
| "ray_actor_info": { |
| "approach": "One QarrayBaseClass instance per GPU using Ray Actors", |
| "gpus_used": "0,1,2,3,4,5,6,7", |
| "memory_per_actor": "4GB with 80% GPU memory fraction" |
| } |
| } |
