add run export_int8
Browse files
applied/original/export_int8.summary.json
ADDED
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| 1 |
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{
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| 2 |
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"key": "original/export_int8",
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| 3 |
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"tag": "export_int8",
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| 4 |
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"script": "train_ssvep_event_snn.py",
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"script_sha256_16": "a58fedb328a4ba57",
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"hf_folder": "applied/original",
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"priority": 2,
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"note": "int8 BN-folded neuromorphic export, verified against the event-driven numpy chip-sim (the deployable artifact)",
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| 9 |
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"phase": 6,
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"n_phases": 10,
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"method": "harmonic_matched",
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"command": [
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"/usr/bin/python3",
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"-m",
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"torch.distributed.run",
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"--standalone",
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"--nproc_per_node=2",
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"/kaggle/working/scripts/train_ssvep_event_snn.py",
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"--method",
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"harmonic_matched",
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"--data-root",
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"/kaggle/working/data",
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"--epochs",
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"60",
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"--seed",
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"1234",
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"--batch-size",
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"64",
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"--event-eval",
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"--no-resume",
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| 31 |
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"--decision-margin",
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"2.0",
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| 33 |
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"--hub-dir",
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| 34 |
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"/kaggle/working/hub/train_ssvep_event_snn/export_int8",
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"--keep-epoch-weights",
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"1",
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"--resplit",
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"block",
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"--drop-rest",
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"--export",
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"--fake-quant",
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"8"
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],
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"flags": [
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"--export",
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"--fake-quant",
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| 47 |
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"8"
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],
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| 49 |
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"epochs_requested": 60,
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| 50 |
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"gpus": 2,
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| 51 |
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"relative_epoch_cost": 1.0,
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| 52 |
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"exit_code": 0,
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| 53 |
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"status": "ok",
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| 54 |
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"duration_s": 375.8,
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| 55 |
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"started_utc": "2026-08-23T04:51:58.756665+00:00",
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| 56 |
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"finished_utc": "2026-08-23T04:58:14.580611+00:00",
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| 57 |
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"optimization_summary": null,
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| 58 |
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"final_summary": {
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| 59 |
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"final_test_acc": 0.9385714285714286,
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| 60 |
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"final_test_target_acc": 0.9385714285714286,
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| 61 |
+
"final_test_rest_recall": NaN,
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| 62 |
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"best_acc": 0.9435714285714286,
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| 63 |
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"best_epoch": 45,
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| 64 |
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"resplit": "block",
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| 65 |
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"class_weight": false,
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| 66 |
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"drop_rest": true,
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| 67 |
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"epochs": 60,
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| 68 |
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"method": "harmonic_matched",
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| 69 |
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"n_in": 2880,
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| 70 |
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"n_classes": 40,
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| 71 |
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"num_bins": 100
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| 72 |
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},
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| 73 |
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"event_driven_summary": {
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| 74 |
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"acc": 0.9385714285714286,
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| 75 |
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"anytime_acc": {
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| 76 |
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"0.25": 0.635,
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| 77 |
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"0.5": 0.8521428571428571,
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| 78 |
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"0.75": 0.9135714285714286,
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| 79 |
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"1.0": 0.9385714285714286
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| 80 |
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},
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| 81 |
+
"syn_per_inference": 64835916.9926948,
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| 82 |
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"dense_per_inference": 122675200.0,
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| 83 |
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"event_fraction_of_dense": 0.5285169047427255,
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| 84 |
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"num_ticks": 100,
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| 85 |
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"dt_ms": 50.0,
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| 86 |
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"margin_decision_acc": 0.4521428571428571,
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| 87 |
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"mean_decision_tick": 11.749285714285714,
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| 88 |
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"mean_decision_ms": 587.4642857142857,
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| 89 |
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"dense_forward_test_acc": 0.9385714285714286
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| 90 |
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},
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| 91 |
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"extra_sweep_file_present": false,
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| 92 |
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"selftest": {
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| 93 |
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"mode": "gate",
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| 94 |
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"passed": true
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| 95 |
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},
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| 96 |
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"driver_version": 1,
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| 97 |
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"zip": {
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| 98 |
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"name": "export_int8.zip",
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| 99 |
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"files": 82,
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| 100 |
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"bytes": 12500858,
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| 101 |
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"MB": 12.5,
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| 102 |
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"sha256": "1abedd0b9a8f2337bb33394789bcef71213b9480839083d338c988c5fa33a694"
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| 103 |
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}
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| 104 |
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}
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applied/original/export_int8.zip
ADDED
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@@ -0,0 +1,3 @@
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:1abedd0b9a8f2337bb33394789bcef71213b9480839083d338c988c5fa33a694
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| 3 |
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size 12500858
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