pazqwerty / opt4_mint_membrane_quant /opt4_ubits4_wbits8.summary.json
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{
"tag": "opt4_ubits4_wbits8",
"script": "opt4_mint_membrane_quant.py",
"script_sha256_16": "598d76c727a2deea",
"hf_folder": "opt4_mint_membrane_quant",
"priority": 1,
"note": "weights quantized too",
"phase": 5,
"n_phases": 10,
"command": [
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"-m",
"torch.distributed.run",
"--standalone",
"--nproc_per_node=2",
"/kaggle/temp/snn_runs/scripts/opt4_mint_membrane_quant.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",
"--u-bits",
"4",
"--w-bits",
"8"
],
"flags": [
"--u-bits",
"4",
"--w-bits",
"8"
],
"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": 372.7,
"sec_per_epoch": 3.73,
"started_utc": "2026-08-21T11:52:03.290089+00:00",
"finished_utc": "2026-08-21T11:58:15.999809+00:00",
"final_epoch_metrics": {
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"test_acc": 0.9128787878787878,
"best_acc": 0.9356060606060606,
"spike_rates": [
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"spikes_per_sample": 278163.11453619914,
"wall_time_s": 2.233228921890259,
"timestamp": "2026-08-21T11:57:51.736032+00:00"
},
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},
"event_driven": {
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"membrane_bytes_per_inference": 119045.5,
"u_bits": 4,
"kshift": 0,
"w_bits": 8
},
"driver_version": 1,
"zip": {
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"sha256": "812a822c4c97a3af3ef4e8c7f4b42c2eb7ff2805b1e5c90e45d4ec56d886afc5"
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}