| { |
| "tag": "opt5_control_dense", |
| "script": "opt5_spkconv_bitpack.py", |
| "script_sha256_16": "b51deb6b2fb1ccc1", |
| "hf_folder": "opt5_spkconv_bitpack", |
| "priority": 0, |
| "note": "control: no sparsity pressure", |
| "phase": 2, |
| "n_phases": 10, |
| "command": [ |
| "/usr/bin/python3", |
| "-m", |
| "torch.distributed.run", |
| "--standalone", |
| "--nproc_per_node=2", |
| "/kaggle/temp/snn_runs/scripts/opt5_spkconv_bitpack.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", |
| "--spike-reg", |
| "0.0" |
| ], |
| "flags": [ |
| "--spike-reg", |
| "0.0" |
| ], |
| "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": 370.6, |
| "sec_per_epoch": 3.71, |
| "started_utc": "2026-08-21T05:55:50.666385+00:00", |
| "finished_utc": "2026-08-21T06:02:01.228429+00:00", |
| "final_epoch_metrics": { |
| "epoch": 100, |
| "train_loss": 0.5847928572764627, |
| "train_acc": 0.9925650557620818, |
| "test_loss": 0.3056413627257853, |
| "test_acc": 0.928030303030303, |
| "best_acc": 0.9356060606060606, |
| "spike_rates": [ |
| 0.10294875897028867, |
| 0.11040886403883204, |
| 0.10925327504382414, |
| 0.11953445918419782, |
| 0.13224252269548528 |
| ], |
| "spikes_per_sample": 405740.9981617647, |
| "wall_time_s": 2.298065185546875, |
| "timestamp": "2026-08-21T06:01:40.791781+00:00" |
| }, |
| "best": { |
| "epoch": 70, |
| "test_acc": 0.9356060606060606 |
| }, |
| "event_driven": { |
| "event_driven_test_acc": 0.928030303030303, |
| "synaptic_ops_per_inference": 254841374.04166666 |
| }, |
| "driver_version": 1, |
| "zip": { |
| "name": "opt5_control_dense.zip", |
| "files": 312, |
| "bytes": 1443451099, |
| "MB": 1443.5, |
| "sha256": "9b8084bb7bb16dc859f0c4a2bcb55808528aa4a1e137dc52dcd42da5fcfdda13" |
| } |
| } |