Download research/generated/verification/plastic_network_scale_benchmark.json from ThomasHeisig/MHRN-Research-Data: direct link, hf CLI and curl.
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- Download file 5.07 kB
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https://huggingface.co/datasets/ThomasHeisig/MHRN-Research-Data/resolve/main/research/generated/verification/plastic_network_scale_benchmark.json
- Command line
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hf download hf://datasets/ThomasHeisig/MHRN-Research-Data/research/generated/verification/plastic_network_scale_benchmark.json
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curl -L -o plastic_network_scale_benchmark.json https://huggingface.co/datasets/ThomasHeisig/MHRN-Research-Data/resolve/main/research/generated/verification/plastic_network_scale_benchmark.json
5.07 kB
| { | |
| "schema_version": 1, | |
| "benchmark": "stage3_plastic_network_scale", | |
| "scope": "engineering_verification_only", | |
| "scientific_evidence": false, | |
| "python": "3.13.14", | |
| "platform": "Windows-11-10.0.26200-SP0", | |
| "cpu": "AMD64 Family 26 Model 68 Stepping 0, AuthenticAMD", | |
| "logical_processors": 12, | |
| "seed": 42, | |
| "topology": "deterministic_regular_bipartite", | |
| "neurons": 10000, | |
| "synapses": 100000, | |
| "out_degree": 20, | |
| "epochs": 100, | |
| "ticks": 200, | |
| "estimated_peak_bytes": 245760000, | |
| "tracemalloc_peak_bytes": 107228977, | |
| "memory_budget_bytes": 2147483648, | |
| "setup_seconds": 2.485511099919677, | |
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| "maximum": 0.5 | |
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| "final_weights_finite": true, | |
| "final_out_of_bounds_weights": 0, | |
| "stability_invariants_passed": true, | |
| "final_at_lower_bound_fraction": 1.0, | |
| "final_at_upper_bound_fraction": 0.0, | |
| "stability_snapshots": [ | |
| { | |
| "epoch": 10, | |
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| { | |
| "epoch": 60, | |
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| { | |
| "epoch": 70, | |
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| { | |
| "epoch": 80, | |
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| }, | |
| { | |
| "epoch": 90, | |
| "finite_weights": true, | |
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| "mean_weight": 0.09138406632618222, | |
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| "out_of_bounds_weights": 0 | |
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| { | |
| "epoch": 100, | |
| "finite_weights": true, | |
| "min_weight": 0.0, | |
| "max_weight": 0.0, | |
| "mean_weight": 0.0, | |
| "at_lower_bound_count": 100000, | |
| "at_upper_bound_count": 0, | |
| "out_of_bounds_weights": 0 | |
| } | |
| ], | |
| "workload": { | |
| "topology": "source_i_to_targets[(i * out_degree + edge) % target_count]", | |
| "initial_weight": 0.05, | |
| "connection_delay_ticks": 1, | |
| "source_and_target_current": 100.0, | |
| "reward_per_epoch": 1.0, | |
| "stdp": { | |
| "a_plus": 0.1, | |
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| "tau_ticks": 20.0 | |
| }, | |
| "eligibility_tau_ticks": 200.0, | |
| "reward_learning_rate": 0.01, | |
| "reward_trace_reset": true | |
| }, | |
| "stage3_target_range": { | |
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| 10000, | |
| 100000 | |
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| 100000, | |
| 10000000 | |
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| "lower_bound_covered": true, | |
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| }, | |
| "interpretation_limit": "One deterministic topology/load profile; not general stability, scientific evidence, or full-range Stage-3 acceptance." | |
| } | |