Download opt10_sfa_integer_train/opt10_D4_expanded.summary.json from UWU-R-13/pazqwerty: direct link, hf CLI and curl.
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- Download file 2.11 kB
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https://huggingface.co/datasets/UWU-R-13/pazqwerty/resolve/main/opt10_sfa_integer_train/opt10_D4_expanded.summary.json
- Command line
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hf download hf://datasets/UWU-R-13/pazqwerty/opt10_sfa_integer_train/opt10_D4_expanded.summary.json
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curl -L -o opt10_D4_expanded.summary.json https://huggingface.co/datasets/UWU-R-13/pazqwerty/resolve/main/opt10_sfa_integer_train/opt10_D4_expanded.summary.json
2.11 kB
| { | |
| "tag": "opt10_D4_expanded", | |
| "script": "opt10_sfa_integer_train.py", | |
| "script_sha256_16": "f2437693c3bf8491", | |
| "hf_folder": "opt10_sfa_integer_train", | |
| "priority": 1, | |
| "note": "deploy-time view: D binary sub-ticks, must match the graded run", | |
| "phase": 7, | |
| "n_phases": 10, | |
| "command": [ | |
| "/usr/bin/python3", | |
| "-m", | |
| "torch.distributed.run", | |
| "--standalone", | |
| "--nproc_per_node=2", | |
| "/kaggle/temp/snn_runs/scripts/opt10_sfa_integer_train.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", | |
| "--sfa-levels", | |
| "4", | |
| "--infer-mode", | |
| "expanded" | |
| ], | |
| "flags": [ | |
| "--sfa-levels", | |
| "4", | |
| "--infer-mode", | |
| "expanded" | |
| ], | |
| "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": 597.4, | |
| "sec_per_epoch": 5.97, | |
| "started_utc": "2026-08-21T18:16:19.785075+00:00", | |
| "finished_utc": "2026-08-21T18:26:17.149200+00:00", | |
| "final_epoch_metrics": { | |
| "epoch": 100, | |
| "train_loss": 0.5486743800258991, | |
| "train_acc": 1.0, | |
| "test_loss": 0.43106631979797827, | |
| "test_acc": 0.8674242424242424, | |
| "best_acc": 0.9053030303030303, | |
| "spike_rates": [ | |
| 0.11330807252841837, | |
| 0.16404217043343713, | |
| 0.13464590994750752, | |
| 0.10807643567814547, | |
| 0.14204884890247793 | |
| ], | |
| "spikes_per_sample": 495596.42675339367, | |
| "wall_time_s": 2.620516300201416, | |
| "timestamp": "2026-08-21T18:22:43.702502+00:00" | |
| }, | |
| "best": { | |
| "epoch": 59, | |
| "test_acc": 0.9053030303030303 | |
| }, | |
| "event_driven": { | |
| "event_driven_test_acc": 0.6742424242424242, | |
| "synaptic_ops_per_inference": 3218788222.7291665 | |
| }, | |
| "driver_version": 1, | |
| "zip": { | |
| "name": "opt10_D4_expanded.zip", | |
| "files": 312, | |
| "bytes": 1451816708, | |
| "MB": 1451.8, | |
| "sha256": "f694995b02ee5da395816c618fc6b2a7c303dc30220262fb1b661daa1e449a28" | |
| } | |
| } |