Download opt1_ttfs_temporal/opt1_control_rate_coded.summary.json from UWU-R-13/pazqwerty: direct link, hf CLI and curl.
- Browser
- Download file 2 kB
-
https://huggingface.co/datasets/UWU-R-13/pazqwerty/resolve/main/opt1_ttfs_temporal/opt1_control_rate_coded.summary.json
- Command line
-
hf download hf://datasets/UWU-R-13/pazqwerty/opt1_ttfs_temporal/opt1_control_rate_coded.summary.json
-
curl -L -o opt1_control_rate_coded.summary.json https://huggingface.co/datasets/UWU-R-13/pazqwerty/resolve/main/opt1_ttfs_temporal/opt1_control_rate_coded.summary.json
2 kB
| { | |
| "tag": "opt1_control_rate_coded", | |
| "script": "opt1_ttfs_temporal.py", | |
| "script_sha256_16": "70687c3a0e15c4f8", | |
| "hf_folder": "opt1_ttfs_temporal", | |
| "priority": 0, | |
| "note": "control: rate coding", | |
| "phase": 1, | |
| "n_phases": 10, | |
| "command": [ | |
| "/usr/bin/python3", | |
| "-m", | |
| "torch.distributed.run", | |
| "--standalone", | |
| "--nproc_per_node=2", | |
| "/kaggle/temp/snn_runs/scripts/opt1_ttfs_temporal.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", | |
| "--no-ttfs" | |
| ], | |
| "flags": [ | |
| "--no-ttfs" | |
| ], | |
| "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": 379.6, | |
| "sec_per_epoch": 3.8, | |
| "started_utc": "2026-08-21T04:32:10.354001+00:00", | |
| "finished_utc": "2026-08-21T04:38:29.984571+00:00", | |
| "final_epoch_metrics": { | |
| "epoch": 100, | |
| "train_loss": 0.7148020052555325, | |
| "train_acc": 0.9591078066914498, | |
| "test_loss": 0.4417883844086618, | |
| "test_acc": 0.8787878787878788, | |
| "best_acc": 0.8977272727272727, | |
| "spike_rates": [ | |
| 0.10697741850334055, | |
| 0.13463208254645853, | |
| 0.11224872881875318, | |
| 0.11159348706988727, | |
| 0.10017462381545235 | |
| ], | |
| "spikes_per_sample": 439857.3451640272, | |
| "wall_time_s": 2.3118836879730225, | |
| "timestamp": "2026-08-21T04:38:01.229815+00:00" | |
| }, | |
| "best": { | |
| "epoch": 79, | |
| "test_acc": 0.8977272727272727 | |
| }, | |
| "event_driven": { | |
| "event_driven_test_acc": 0.875, | |
| "synaptic_ops_per_inference": 258118425.17708334, | |
| "avg_ticks_executed": 16.0 | |
| }, | |
| "driver_version": 1, | |
| "zip": { | |
| "name": "opt1_control_rate_coded.zip", | |
| "files": 312, | |
| "bytes": 1447439024, | |
| "MB": 1447.4, | |
| "sha256": "38162079438b80d46e891997cd73ddc65571818ca5cab37db62e5d91acb8873e" | |
| } | |
| } |