| { |
| "tag": "opt3_psn", |
| "script": "opt3_parallel_lif.py", |
| "script_sha256_16": "c3e67881d4262323", |
| "hf_folder": "opt3_parallel_lif", |
| "priority": 0, |
| "note": "parallel spiking neuron", |
| "phase": 1, |
| "n_phases": 10, |
| "command": [ |
| "/usr/bin/python3", |
| "-m", |
| "torch.distributed.run", |
| "--standalone", |
| "--nproc_per_node=2", |
| "/kaggle/temp/snn_runs/scripts/opt3_parallel_lif.py", |
| "--epochs", |
| "100", |
| "--batch-size", |
| "32", |
| "--num-bins", |
| "16", |
| "--event-eval", |
| "--no-hf", |
| "--no-resume", |
| "--data-dir", |
| "/kaggle/temp/dvs128_data", |
| "--num-classes", |
| "11", |
| "--bench", |
| "--plif-mode", |
| "psn" |
| ], |
| "flags": [ |
| "--plif-mode", |
| "psn" |
| ], |
| "epochs_requested": 100, |
| "epochs_completed": 100, |
| "batch_size_per_gpu": 32, |
| "num_bins_T": 16, |
| "gpus": 2, |
| "amp": false, |
| "exit_code": 0, |
| "status": "ok", |
| "duration_s": 441.9, |
| "sec_per_epoch": 4.42, |
| "started_utc": "2026-08-21T05:12:55.782127+00:00", |
| "finished_utc": "2026-08-21T05:20:17.676164+00:00", |
| "final_epoch_metrics": { |
| "epoch": 100, |
| "train_loss": 0.5286065940520134, |
| "train_acc": 1.0, |
| "test_loss": 0.5710868582581029, |
| "test_acc": 0.8484848484848485, |
| "best_acc": 0.8636363636363636, |
| "spike_rates": [ |
| 0.11823094767682693, |
| 0.3025042607503779, |
| 0.23232774173512177, |
| 0.24097404497511246, |
| 0.21793999040828033 |
| ], |
| "spikes_per_sample": 720397.0311085973, |
| "wall_time_s": 2.75237774848938, |
| "timestamp": "2026-08-21T05:19:31.175654+00:00" |
| }, |
| "best": { |
| "epoch": 75, |
| "test_acc": 0.8636363636363636 |
| }, |
| "event_driven": { |
| "event_driven_test_acc": 0.8484848484848485, |
| "synaptic_ops_per_inference": 351894663.8402778, |
| "temporal_ops_per_inference": 32380376.0, |
| "plif_mode": "psn" |
| }, |
| "driver_version": 1, |
| "zip": { |
| "name": "opt3_psn.zip", |
| "files": 312, |
| "bytes": 1443811387, |
| "MB": 1443.8, |
| "sha256": "4ad07596d2bf96270722bb9af67fd652448ebbf0a4f54aca09c5d1ace4f01eea" |
| } |
| } |
