Audit fixed D18 credit and conditional MBON transfer (Phase 4AL)

This commit is contained in:
Digital Drosophila Archive
2026-09-30 13:58:39 +08:00
parent c6444255fe
commit 6d5f66bcc3
1058 changed files with 120679 additions and 18 deletions
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# Phase 4AL — conditional credit/MBON transfer audit
Status: `PASS-CONDITIONAL-CREDIT-TRANSFER-AUDIT-NOT-LEARNING`.
All 120 primary trials and 24 repeats are retained. Full events/counts/final V/g/ref baseline exactness is required.
Virtual eligibility is sampled after tick 900; no DAN is injected, no delta is learned.
Uniform 25% mask depression is a temporary conditional replay; every source train, including feedback, is clamped.
All 60 odor pair-mode records and all 97 MBON targets are reported; no best pair/parameter selection.
- novel_to_aj/matched_energy: specific KC/edge sets 15/15; conditional event change 30/30; count/first-latency change 30/30.
- novel_to_aj/physiological: specific KC/edge sets 15/15; conditional event change 30/30; count/first-latency change 30/30.
- seed_validation/matched_energy: specific KC/edge sets 15/15; conditional event change 30/30; count/first-latency change 30/30.
- seed_validation/physiological: specific KC/edge sets 15/15; conditional event change 30/30; count/first-latency change 30/30.
No biological learning PASS or candidate. This does not complete the learning goal.
Read EVIDENCE.md in the model for provenance, unmatched biology and conditional/closed-loop distinctions.
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File diff suppressed because it is too large Load Diff
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{
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File diff suppressed because it is too large Load Diff
@@ -0,0 +1,17 @@
{
"binary": "/data/digital-drosophila/experiments/phase4al-mb-credit-transfer/gpu-reference/extension-build/male_cns_lif_deterministic_v2_ext.so",
"binary_sha256": "3e6655c02a85c21fd4370771dc7e07c5157f223e2ae4aa3d91c926b0e3022a62",
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}
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/data/digital-drosophila/models/male-cns-lif/phase4c.py:308: UserWarning: The given NumPy array is not writable, and PyTorch does not support non-writable tensors. This means writing to this tensor will result in undefined behavior. You may want to copy the array to protect its data or make it writable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at /__w/pytorch/pytorch/torch/csrc/utils/tensor_numpy.cpp:213.)
self.indptr = torch.as_tensor(np.asarray(indptr_np), dtype=torch.int64, device=device)
[1/3] c++ -MMD -MF phase4p_ext.o.d -DTORCH_EXTENSION_NAME=male_cns_lif_deterministic_v2_ext -DTORCH_API_INCLUDE_EXTENSION_H -isystem /data/digital-drosophila/models/male-cns-lif/.venv/lib/python3.10/site-packages/torch/include -isystem /data/digital-drosophila/models/male-cns-lif/.venv/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -fPIC -std=c++20 -O3 -ffp-contract=off -c /data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_ext.cpp -o phase4p_ext.o
[2/3] /usr/local/cuda/bin/nvcc -MD -MF phase4p_ext.cuda.o.d -DTORCH_EXTENSION_NAME=male_cns_lif_deterministic_v2_ext -DTORCH_API_INCLUDE_EXTENSION_H -isystem /data/digital-drosophila/models/male-cns-lif/.venv/lib/python3.10/site-packages/torch/include -isystem /data/digital-drosophila/models/male-cns-lif/.venv/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -isystem /usr/local/cuda/include -isystem /usr/include/python3.10 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_89,code=sm_89 --compiler-options '-fPIC' -O3 --fmad=false -std=c++20 -c /data/digital-drosophila/models/male-cns-lif/deterministic-runtime-v2/phase4p_ext.cu -o phase4p_ext.cuda.o
[3/3] c++ phase4p_ext.o phase4p_ext.cuda.o -shared -L/data/digital-drosophila/models/male-cns-lif/.venv/lib/python3.10/site-packages/torch/lib -lc10 -lc10_cuda -ltorch_cpu -ltorch_cuda -ltorch -ltorch_python -L/usr/local/cuda/lib64 -lcudart -o male_cns_lif_deterministic_v2_ext.so
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{'trial': 'auditory-100hz', 'exact': {'step': True, 'neuron_idx': True, 'counts': True, 'v': True, 'g': True}, 'dtype_shape': {'step': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2321608], 'actual_shape': [2321608]}, 'neuron_idx': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2321608], 'actual_shape': [2321608]}, 'counts': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'v': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'g': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}}, 'wall_seconds': 4.9066673909983365}
{'trial': 'olfactory-50hz', 'exact': {'step': True, 'neuron_idx': True, 'counts': True, 'v': True, 'g': True}, 'dtype_shape': {'step': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2806702], 'actual_shape': [2806702]}, 'neuron_idx': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2806702], 'actual_shape': [2806702]}, 'counts': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'v': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'g': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}}, 'wall_seconds': 4.933064379998541}
{'trial': 'mechanosensory-50hz', 'exact': {'step': True, 'neuron_idx': True, 'counts': True, 'v': True, 'g': True}, 'dtype_shape': {'step': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2414779], 'actual_shape': [2414779]}, 'neuron_idx': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2414779], 'actual_shape': [2414779]}, 'counts': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'v': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'g': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}}, 'wall_seconds': 4.964243114001874}
{'trial': 'gustatory-50hz', 'exact': {'step': True, 'neuron_idx': True, 'counts': True, 'v': True, 'g': True}, 'dtype_shape': {'step': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2452226], 'actual_shape': [2452226]}, 'neuron_idx': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [2452226], 'actual_shape': [2452226]}, 'counts': {'reference_dtype': 'int32', 'actual_dtype': 'int32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'v': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}, 'g': {'reference_dtype': 'float32', 'actual_dtype': 'float32', 'reference_shape': [166700], 'actual_shape': [166700]}}, 'wall_seconds': 4.939488880001591}
@@ -0,0 +1,288 @@
baseline 1 seed_validation-physiological-00-s1073741826 0 1.055 CPU s
baseline 2 seed_validation-physiological-00-s1073741827 0 1.06 CPU s
baseline 3 seed_validation-physiological-00-s1073741825 1 1.066 CPU s
baseline 4 seed_validation-physiological-00-s1073741825 0 1.071 CPU s
baseline 5 seed_validation-physiological-00-s1073741829 0 0.995 CPU s
baseline 6 seed_validation-physiological-00-s1073741828 0 1.022 CPU s
baseline 7 seed_validation-physiological-01-s1073741825 1 1.044 CPU s
baseline 8 seed_validation-physiological-01-s1073741825 0 1.049 CPU s
baseline 9 seed_validation-physiological-01-s1073741826 0 1.025 CPU s
baseline 10 seed_validation-physiological-01-s1073741827 0 1.035 CPU s
baseline 11 seed_validation-physiological-01-s1073741828 0 1.021 CPU s
baseline 12 seed_validation-physiological-01-s1073741829 0 1.046 CPU s
baseline 13 seed_validation-physiological-02-s1073741825 0 1.031 CPU s
baseline 14 seed_validation-physiological-02-s1073741825 1 1.035 CPU s
baseline 15 seed_validation-physiological-02-s1073741826 0 1.034 CPU s
baseline 16 seed_validation-physiological-02-s1073741827 0 1.023 CPU s
baseline 17 seed_validation-physiological-02-s1073741828 0 1.027 CPU s
baseline 18 seed_validation-physiological-02-s1073741829 0 1.039 CPU s
baseline 19 seed_validation-physiological-03-s1073741825 0 1.02 CPU s
baseline 20 seed_validation-physiological-03-s1073741825 1 1.019 CPU s
baseline 21 seed_validation-physiological-03-s1073741826 0 1.019 CPU s
baseline 22 seed_validation-physiological-03-s1073741827 0 1.001 CPU s
baseline 23 seed_validation-physiological-03-s1073741829 0 0.996 CPU s
baseline 24 seed_validation-physiological-03-s1073741828 0 1.013 CPU s
baseline 25 seed_validation-physiological-04-s1073741825 0 0.997 CPU s
baseline 26 seed_validation-physiological-04-s1073741825 1 0.999 CPU s
baseline 27 seed_validation-physiological-04-s1073741827 0 1.013 CPU s
baseline 28 seed_validation-physiological-04-s1073741826 0 1.015 CPU s
baseline 29 seed_validation-physiological-04-s1073741828 0 1.018 CPU s
baseline 30 seed_validation-physiological-04-s1073741829 0 0.997 CPU s
baseline 31 seed_validation-physiological-05-s1073741825 0 1.034 CPU s
baseline 32 seed_validation-physiological-05-s1073741825 1 1.033 CPU s
baseline 33 seed_validation-physiological-05-s1073741826 0 1.046 CPU s
baseline 34 seed_validation-physiological-05-s1073741827 0 1.035 CPU s
baseline 35 seed_validation-physiological-05-s1073741829 0 1.032 CPU s
baseline 36 seed_validation-physiological-05-s1073741828 0 1.038 CPU s
baseline 37 seed_validation-matched_energy-00-s1073741825 1 1.03 CPU s
baseline 38 seed_validation-matched_energy-00-s1073741825 0 1.034 CPU s
baseline 39 seed_validation-matched_energy-00-s1073741826 0 1.019 CPU s
baseline 40 seed_validation-matched_energy-00-s1073741827 0 1.021 CPU s
baseline 41 seed_validation-matched_energy-00-s1073741828 0 1.018 CPU s
baseline 42 seed_validation-matched_energy-00-s1073741829 0 1.024 CPU s
baseline 43 seed_validation-matched_energy-01-s1073741825 0 1.034 CPU s
baseline 44 seed_validation-matched_energy-01-s1073741825 1 1.037 CPU s
baseline 45 seed_validation-matched_energy-01-s1073741826 0 1.02 CPU s
baseline 46 seed_validation-matched_energy-01-s1073741827 0 1.041 CPU s
baseline 47 seed_validation-matched_energy-01-s1073741828 0 1.016 CPU s
baseline 48 seed_validation-matched_energy-01-s1073741829 0 1.038 CPU s
baseline 49 seed_validation-matched_energy-02-s1073741825 0 1.031 CPU s
baseline 50 seed_validation-matched_energy-02-s1073741825 1 1.035 CPU s
baseline 51 seed_validation-matched_energy-02-s1073741826 0 1.036 CPU s
baseline 52 seed_validation-matched_energy-02-s1073741827 0 1.028 CPU s
baseline 53 seed_validation-matched_energy-02-s1073741828 0 1.028 CPU s
baseline 54 seed_validation-matched_energy-03-s1073741825 0 1.019 CPU s
baseline 55 seed_validation-matched_energy-02-s1073741829 0 1.069 CPU s
baseline 56 seed_validation-matched_energy-03-s1073741825 1 1.054 CPU s
baseline 57 seed_validation-matched_energy-03-s1073741826 0 1.022 CPU s
baseline 58 seed_validation-matched_energy-03-s1073741827 0 1.002 CPU s
baseline 59 seed_validation-matched_energy-03-s1073741828 0 1.017 CPU s
baseline 60 seed_validation-matched_energy-03-s1073741829 0 1.038 CPU s
baseline 61 seed_validation-matched_energy-04-s1073741825 0 1.06 CPU s
baseline 62 seed_validation-matched_energy-04-s1073741825 1 1.025 CPU s
baseline 63 seed_validation-matched_energy-04-s1073741826 0 1.029 CPU s
baseline 64 seed_validation-matched_energy-04-s1073741827 0 1.032 CPU s
baseline 65 seed_validation-matched_energy-04-s1073741829 0 1.003 CPU s
baseline 66 seed_validation-matched_energy-04-s1073741828 0 1.062 CPU s
baseline 67 seed_validation-matched_energy-05-s1073741825 0 1.027 CPU s
baseline 68 seed_validation-matched_energy-05-s1073741825 1 1.028 CPU s
baseline 69 seed_validation-matched_energy-05-s1073741826 0 1.024 CPU s
baseline 70 seed_validation-matched_energy-05-s1073741828 0 1.025 CPU s
baseline 71 seed_validation-matched_energy-05-s1073741827 0 1.067 CPU s
baseline 72 seed_validation-matched_energy-05-s1073741829 0 1.032 CPU s
baseline 73 novel_to_aj-physiological-00-s1073741825 0 1.033 CPU s
baseline 74 novel_to_aj-physiological-00-s1073741825 1 1.041 CPU s
baseline 75 novel_to_aj-physiological-00-s1073741826 0 1.056 CPU s
baseline 76 novel_to_aj-physiological-00-s1073741827 0 1.027 CPU s
baseline 77 novel_to_aj-physiological-00-s1073741828 0 1.03 CPU s
baseline 78 novel_to_aj-physiological-00-s1073741829 0 1.038 CPU s
baseline 79 novel_to_aj-physiological-01-s1073741825 1 1.026 CPU s
baseline 80 novel_to_aj-physiological-01-s1073741825 0 1.052 CPU s
baseline 81 novel_to_aj-physiological-01-s1073741826 0 1.017 CPU s
baseline 82 novel_to_aj-physiological-01-s1073741827 0 1.009 CPU s
baseline 83 novel_to_aj-physiological-01-s1073741828 0 1.019 CPU s
baseline 84 novel_to_aj-physiological-01-s1073741829 0 1.037 CPU s
baseline 85 novel_to_aj-physiological-02-s1073741825 0 1.034 CPU s
baseline 86 novel_to_aj-physiological-02-s1073741825 1 1.035 CPU s
baseline 87 novel_to_aj-physiological-02-s1073741826 0 1.034 CPU s
baseline 88 novel_to_aj-physiological-02-s1073741827 0 1.055 CPU s
baseline 89 novel_to_aj-physiological-02-s1073741828 0 1.023 CPU s
baseline 90 novel_to_aj-physiological-02-s1073741829 0 1.037 CPU s
baseline 91 novel_to_aj-physiological-03-s1073741825 0 1.012 CPU s
baseline 92 novel_to_aj-physiological-03-s1073741825 1 1.032 CPU s
baseline 93 novel_to_aj-physiological-03-s1073741826 0 1.0 CPU s
baseline 94 novel_to_aj-physiological-03-s1073741827 0 1.017 CPU s
baseline 95 novel_to_aj-physiological-03-s1073741828 0 1.02 CPU s
baseline 96 novel_to_aj-physiological-03-s1073741829 0 1.018 CPU s
baseline 97 novel_to_aj-physiological-04-s1073741825 0 1.031 CPU s
baseline 98 novel_to_aj-physiological-04-s1073741825 1 1.032 CPU s
baseline 99 novel_to_aj-physiological-04-s1073741826 0 1.024 CPU s
baseline 100 novel_to_aj-physiological-04-s1073741827 0 1.047 CPU s
baseline 101 novel_to_aj-physiological-04-s1073741828 0 1.02 CPU s
baseline 102 novel_to_aj-physiological-04-s1073741829 0 1.026 CPU s
baseline 103 novel_to_aj-physiological-05-s1073741825 0 1.022 CPU s
baseline 104 novel_to_aj-physiological-05-s1073741825 1 1.045 CPU s
baseline 105 novel_to_aj-physiological-05-s1073741826 0 1.012 CPU s
baseline 106 novel_to_aj-physiological-05-s1073741827 0 1.005 CPU s
baseline 107 novel_to_aj-physiological-05-s1073741828 0 1.013 CPU s
baseline 108 novel_to_aj-physiological-05-s1073741829 0 0.997 CPU s
baseline 109 novel_to_aj-matched_energy-00-s1073741825 0 1.03 CPU s
baseline 110 novel_to_aj-matched_energy-00-s1073741825 1 1.031 CPU s
baseline 111 novel_to_aj-matched_energy-00-s1073741826 0 1.033 CPU s
baseline 112 novel_to_aj-matched_energy-00-s1073741827 0 1.049 CPU s
baseline 113 novel_to_aj-matched_energy-00-s1073741828 0 1.03 CPU s
baseline 114 novel_to_aj-matched_energy-00-s1073741829 0 1.034 CPU s
baseline 115 novel_to_aj-matched_energy-01-s1073741825 0 1.027 CPU s
baseline 116 novel_to_aj-matched_energy-01-s1073741825 1 1.046 CPU s
baseline 117 novel_to_aj-matched_energy-01-s1073741826 0 1.023 CPU s
baseline 118 novel_to_aj-matched_energy-01-s1073741827 0 1.006 CPU s
baseline 119 novel_to_aj-matched_energy-01-s1073741828 0 1.018 CPU s
baseline 120 novel_to_aj-matched_energy-01-s1073741829 0 1.016 CPU s
baseline 121 novel_to_aj-matched_energy-02-s1073741825 0 1.035 CPU s
baseline 122 novel_to_aj-matched_energy-02-s1073741825 1 1.037 CPU s
baseline 123 novel_to_aj-matched_energy-02-s1073741826 0 1.032 CPU s
baseline 124 novel_to_aj-matched_energy-02-s1073741827 0 1.045 CPU s
baseline 125 novel_to_aj-matched_energy-02-s1073741828 0 1.022 CPU s
baseline 126 novel_to_aj-matched_energy-02-s1073741829 0 1.038 CPU s
baseline 127 novel_to_aj-matched_energy-03-s1073741825 0 1.014 CPU s
baseline 128 novel_to_aj-matched_energy-03-s1073741825 1 1.032 CPU s
baseline 129 novel_to_aj-matched_energy-03-s1073741826 0 1.01 CPU s
baseline 130 novel_to_aj-matched_energy-03-s1073741827 0 1.021 CPU s
baseline 131 novel_to_aj-matched_energy-03-s1073741828 0 1.022 CPU s
baseline 132 novel_to_aj-matched_energy-03-s1073741829 0 1.029 CPU s
baseline 133 novel_to_aj-matched_energy-04-s1073741825 0 1.03 CPU s
baseline 134 novel_to_aj-matched_energy-04-s1073741825 1 1.031 CPU s
baseline 135 novel_to_aj-matched_energy-04-s1073741826 0 1.023 CPU s
baseline 136 novel_to_aj-matched_energy-04-s1073741827 0 1.051 CPU s
baseline 137 novel_to_aj-matched_energy-04-s1073741828 0 1.019 CPU s
baseline 138 novel_to_aj-matched_energy-04-s1073741829 0 1.027 CPU s
baseline 139 novel_to_aj-matched_energy-05-s1073741825 0 1.028 CPU s
baseline 140 novel_to_aj-matched_energy-05-s1073741825 1 1.045 CPU s
baseline 141 novel_to_aj-matched_energy-05-s1073741826 0 1.015 CPU s
baseline 142 novel_to_aj-matched_energy-05-s1073741827 0 1.004 CPU s
baseline 143 novel_to_aj-matched_energy-05-s1073741828 0 1.021 CPU s
baseline 144 novel_to_aj-matched_energy-05-s1073741829 0 1.018 CPU s
conditional25 1 seed_validation-physiological-00-s1073741827 0 1.097 CPU s
conditional25 2 seed_validation-physiological-00-s1073741826 0 1.103 CPU s
conditional25 3 seed_validation-physiological-00-s1073741825 0 1.11 CPU s
conditional25 4 seed_validation-physiological-00-s1073741825 1 1.111 CPU s
conditional25 5 seed_validation-physiological-00-s1073741829 0 1.02 CPU s
conditional25 6 seed_validation-physiological-00-s1073741828 0 1.056 CPU s
conditional25 7 seed_validation-physiological-01-s1073741825 0 1.071 CPU s
conditional25 8 seed_validation-physiological-01-s1073741825 1 1.072 CPU s
conditional25 9 seed_validation-physiological-01-s1073741826 0 1.05 CPU s
conditional25 10 seed_validation-physiological-01-s1073741827 0 1.065 CPU s
conditional25 11 seed_validation-physiological-01-s1073741828 0 1.047 CPU s
conditional25 12 seed_validation-physiological-01-s1073741829 0 1.072 CPU s
conditional25 13 seed_validation-physiological-02-s1073741825 0 1.06 CPU s
conditional25 14 seed_validation-physiological-02-s1073741825 1 1.06 CPU s
conditional25 15 seed_validation-physiological-02-s1073741826 0 1.062 CPU s
conditional25 16 seed_validation-physiological-02-s1073741827 0 1.051 CPU s
conditional25 17 seed_validation-physiological-02-s1073741828 0 1.05 CPU s
conditional25 18 seed_validation-physiological-03-s1073741825 0 1.045 CPU s
conditional25 19 seed_validation-physiological-02-s1073741829 0 1.068 CPU s
conditional25 20 seed_validation-physiological-03-s1073741825 1 1.045 CPU s
conditional25 21 seed_validation-physiological-03-s1073741826 0 1.05 CPU s
conditional25 22 seed_validation-physiological-03-s1073741827 0 1.025 CPU s
conditional25 23 seed_validation-physiological-03-s1073741829 0 1.019 CPU s
conditional25 24 seed_validation-physiological-03-s1073741828 0 1.04 CPU s
conditional25 25 seed_validation-physiological-04-s1073741825 0 1.026 CPU s
conditional25 26 seed_validation-physiological-04-s1073741825 1 1.024 CPU s
conditional25 27 seed_validation-physiological-04-s1073741826 0 1.039 CPU s
conditional25 28 seed_validation-physiological-04-s1073741827 0 1.043 CPU s
conditional25 29 seed_validation-physiological-04-s1073741828 0 1.046 CPU s
conditional25 30 seed_validation-physiological-04-s1073741829 0 1.024 CPU s
conditional25 31 seed_validation-physiological-05-s1073741825 0 1.062 CPU s
conditional25 32 seed_validation-physiological-05-s1073741825 1 1.063 CPU s
conditional25 33 seed_validation-physiological-05-s1073741827 0 1.059 CPU s
conditional25 34 seed_validation-physiological-05-s1073741826 0 1.071 CPU s
conditional25 35 seed_validation-physiological-05-s1073741828 0 1.066 CPU s
conditional25 36 seed_validation-physiological-05-s1073741829 0 1.059 CPU s
conditional25 37 seed_validation-matched_energy-00-s1073741825 0 1.056 CPU s
conditional25 38 seed_validation-matched_energy-00-s1073741825 1 1.06 CPU s
conditional25 39 seed_validation-matched_energy-00-s1073741826 0 1.047 CPU s
conditional25 40 seed_validation-matched_energy-00-s1073741827 0 1.048 CPU s
conditional25 41 seed_validation-matched_energy-00-s1073741829 0 1.016 CPU s
conditional25 42 seed_validation-matched_energy-00-s1073741828 0 1.044 CPU s
conditional25 43 seed_validation-matched_energy-01-s1073741825 0 1.059 CPU s
conditional25 44 seed_validation-matched_energy-01-s1073741825 1 1.062 CPU s
conditional25 45 seed_validation-matched_energy-01-s1073741826 0 1.046 CPU s
conditional25 46 seed_validation-matched_energy-01-s1073741827 0 1.064 CPU s
conditional25 47 seed_validation-matched_energy-01-s1073741828 0 1.044 CPU s
conditional25 48 seed_validation-matched_energy-01-s1073741829 0 1.062 CPU s
conditional25 49 seed_validation-matched_energy-02-s1073741825 0 1.058 CPU s
conditional25 50 seed_validation-matched_energy-02-s1073741825 1 1.059 CPU s
conditional25 51 seed_validation-matched_energy-02-s1073741826 0 1.063 CPU s
conditional25 52 seed_validation-matched_energy-02-s1073741827 0 1.051 CPU s
conditional25 53 seed_validation-matched_energy-02-s1073741828 0 1.049 CPU s
conditional25 54 seed_validation-matched_energy-02-s1073741829 0 1.069 CPU s
conditional25 55 seed_validation-matched_energy-03-s1073741825 0 1.047 CPU s
conditional25 56 seed_validation-matched_energy-03-s1073741825 1 1.05 CPU s
conditional25 57 seed_validation-matched_energy-03-s1073741826 0 1.043 CPU s
conditional25 58 seed_validation-matched_energy-03-s1073741827 0 1.025 CPU s
conditional25 59 seed_validation-matched_energy-03-s1073741828 0 1.038 CPU s
conditional25 60 seed_validation-matched_energy-03-s1073741829 0 1.037 CPU s
conditional25 61 seed_validation-matched_energy-04-s1073741825 0 1.051 CPU s
conditional25 62 seed_validation-matched_energy-04-s1073741825 1 1.052 CPU s
conditional25 63 seed_validation-matched_energy-04-s1073741826 0 1.056 CPU s
conditional25 64 seed_validation-matched_energy-04-s1073741827 0 1.04 CPU s
conditional25 65 seed_validation-matched_energy-04-s1073741828 0 1.042 CPU s
conditional25 66 seed_validation-matched_energy-04-s1073741829 0 1.021 CPU s
conditional25 67 seed_validation-matched_energy-05-s1073741825 0 1.053 CPU s
conditional25 68 seed_validation-matched_energy-05-s1073741825 1 1.054 CPU s
conditional25 69 seed_validation-matched_energy-05-s1073741826 0 1.049 CPU s
conditional25 70 seed_validation-matched_energy-05-s1073741827 0 1.06 CPU s
conditional25 71 seed_validation-matched_energy-05-s1073741828 0 1.051 CPU s
conditional25 72 seed_validation-matched_energy-05-s1073741829 0 1.059 CPU s
conditional25 73 novel_to_aj-physiological-00-s1073741825 0 1.061 CPU s
conditional25 74 novel_to_aj-physiological-00-s1073741825 1 1.063 CPU s
conditional25 75 novel_to_aj-physiological-00-s1073741826 0 1.064 CPU s
conditional25 76 novel_to_aj-physiological-00-s1073741827 0 1.055 CPU s
conditional25 77 novel_to_aj-physiological-00-s1073741828 0 1.065 CPU s
conditional25 78 novel_to_aj-physiological-00-s1073741829 0 1.062 CPU s
conditional25 79 novel_to_aj-physiological-01-s1073741825 0 1.055 CPU s
conditional25 80 novel_to_aj-physiological-01-s1073741825 1 1.053 CPU s
conditional25 81 novel_to_aj-physiological-01-s1073741826 0 1.047 CPU s
conditional25 82 novel_to_aj-physiological-01-s1073741827 0 1.039 CPU s
conditional25 83 novel_to_aj-physiological-01-s1073741829 0 1.036 CPU s
conditional25 84 novel_to_aj-physiological-01-s1073741828 0 1.049 CPU s
conditional25 85 novel_to_aj-physiological-02-s1073741825 0 1.061 CPU s
conditional25 86 novel_to_aj-physiological-02-s1073741825 1 1.064 CPU s
conditional25 87 novel_to_aj-physiological-02-s1073741826 0 1.055 CPU s
conditional25 88 novel_to_aj-physiological-02-s1073741827 0 1.052 CPU s
conditional25 89 novel_to_aj-physiological-02-s1073741828 0 1.056 CPU s
conditional25 90 novel_to_aj-physiological-02-s1073741829 0 1.067 CPU s
conditional25 91 novel_to_aj-physiological-03-s1073741825 0 1.045 CPU s
conditional25 92 novel_to_aj-physiological-03-s1073741825 1 1.044 CPU s
conditional25 93 novel_to_aj-physiological-03-s1073741826 0 1.03 CPU s
conditional25 94 novel_to_aj-physiological-03-s1073741827 0 1.048 CPU s
conditional25 95 novel_to_aj-physiological-03-s1073741829 0 1.029 CPU s
conditional25 96 novel_to_aj-physiological-03-s1073741828 0 1.049 CPU s
conditional25 97 novel_to_aj-physiological-04-s1073741825 0 1.062 CPU s
conditional25 98 novel_to_aj-physiological-04-s1073741825 1 1.06 CPU s
conditional25 99 novel_to_aj-physiological-04-s1073741826 0 1.054 CPU s
conditional25 100 novel_to_aj-physiological-04-s1073741827 0 1.058 CPU s
conditional25 101 novel_to_aj-physiological-04-s1073741828 0 1.046 CPU s
conditional25 102 novel_to_aj-physiological-04-s1073741829 0 1.051 CPU s
conditional25 103 novel_to_aj-physiological-05-s1073741825 0 1.048 CPU s
conditional25 104 novel_to_aj-physiological-05-s1073741825 1 1.046 CPU s
conditional25 105 novel_to_aj-physiological-05-s1073741826 0 1.044 CPU s
conditional25 106 novel_to_aj-physiological-05-s1073741827 0 1.035 CPU s
conditional25 107 novel_to_aj-physiological-05-s1073741829 0 1.019 CPU s
conditional25 108 novel_to_aj-physiological-05-s1073741828 0 1.047 CPU s
conditional25 109 novel_to_aj-matched_energy-00-s1073741825 0 1.063 CPU s
conditional25 110 novel_to_aj-matched_energy-00-s1073741825 1 1.062 CPU s
conditional25 111 novel_to_aj-matched_energy-00-s1073741826 0 1.064 CPU s
conditional25 112 novel_to_aj-matched_energy-00-s1073741827 0 1.058 CPU s
conditional25 113 novel_to_aj-matched_energy-00-s1073741828 0 1.061 CPU s
conditional25 114 novel_to_aj-matched_energy-00-s1073741829 0 1.063 CPU s
conditional25 115 novel_to_aj-matched_energy-01-s1073741825 0 1.057 CPU s
conditional25 116 novel_to_aj-matched_energy-01-s1073741825 1 1.059 CPU s
conditional25 117 novel_to_aj-matched_energy-01-s1073741826 0 1.052 CPU s
conditional25 118 novel_to_aj-matched_energy-01-s1073741827 0 1.035 CPU s
conditional25 119 novel_to_aj-matched_energy-01-s1073741829 0 1.036 CPU s
conditional25 120 novel_to_aj-matched_energy-01-s1073741828 0 1.051 CPU s
conditional25 121 novel_to_aj-matched_energy-02-s1073741825 0 1.062 CPU s
conditional25 122 novel_to_aj-matched_energy-02-s1073741825 1 1.062 CPU s
conditional25 123 novel_to_aj-matched_energy-02-s1073741826 0 1.06 CPU s
conditional25 124 novel_to_aj-matched_energy-02-s1073741827 0 1.053 CPU s
conditional25 125 novel_to_aj-matched_energy-02-s1073741828 0 1.053 CPU s
conditional25 126 novel_to_aj-matched_energy-02-s1073741829 0 1.063 CPU s
conditional25 127 novel_to_aj-matched_energy-03-s1073741825 0 1.046 CPU s
conditional25 128 novel_to_aj-matched_energy-03-s1073741825 1 1.046 CPU s
conditional25 129 novel_to_aj-matched_energy-03-s1073741826 0 1.035 CPU s
conditional25 130 novel_to_aj-matched_energy-03-s1073741827 0 1.045 CPU s
conditional25 131 novel_to_aj-matched_energy-03-s1073741829 0 1.041 CPU s
conditional25 132 novel_to_aj-matched_energy-03-s1073741828 0 1.054 CPU s
conditional25 133 novel_to_aj-matched_energy-04-s1073741825 0 1.059 CPU s
conditional25 134 novel_to_aj-matched_energy-04-s1073741825 1 1.056 CPU s
conditional25 135 novel_to_aj-matched_energy-04-s1073741826 0 1.049 CPU s
conditional25 136 novel_to_aj-matched_energy-04-s1073741827 0 1.053 CPU s
conditional25 137 novel_to_aj-matched_energy-04-s1073741828 0 1.05 CPU s
conditional25 138 novel_to_aj-matched_energy-05-s1073741825 0 1.053 CPU s
conditional25 139 novel_to_aj-matched_energy-04-s1073741829 0 1.06 CPU s
conditional25 140 novel_to_aj-matched_energy-05-s1073741825 1 1.055 CPU s
conditional25 141 novel_to_aj-matched_energy-05-s1073741826 0 1.048 CPU s
conditional25 142 novel_to_aj-matched_energy-05-s1073741829 0 1.017 CPU s
conditional25 143 novel_to_aj-matched_energy-05-s1073741827 0 1.034 CPU s
conditional25 144 novel_to_aj-matched_energy-05-s1073741828 0 1.048 CPU s
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@@ -0,0 +1,34 @@
test_empty_union_and_empty_edge_mapping_explicit (test_credit.IdentityTests) ... ok
test_readonly_inputs_and_returned_mapping_owns_memory (test_credit.IdentityTests) ... ok
test_reject_wrong_dtype_shape_nonfinite_negative_cap_and_source (test_credit.IdentityTests) ... ok
test_three_of_five_categories_and_full_set_jaccard (test_credit.IdentityTests) ... ok
test_tiny_positive_no_epsilon_and_no_weight_update_outputs (test_credit.IdentityTests) ... ok
test_empty_events_are_positive_zero_with_exact_dtypes (test_credit.ReplayTests) ... ok
test_gate_900_includes_same_tick_901_is_final_only_no_18_shift (test_credit.ReplayTests) ... ok
test_independent_frozen_numpy_loop_ast_matches_all_trace_bits (test_credit.ReplayTests) ... ok
test_independent_frozen_torch_cpu_statement_matches_when_available (test_credit.ReplayTests) ... ok
test_invalid_event_order_duplicate_ranges_and_dtype (test_credit.ReplayTests) ... ok
test_invalid_kc_identities_and_frozen_parameters (test_credit.ReplayTests) ... ok
test_non_kc_events_ignored_only_after_full_validation (test_credit.ReplayTests) ... ok
test_spike_cap_resets_recency_not_accumulated_count (test_credit.ReplayTests) ... ok
test_tick_zero_gate_and_last_tick_have_no_extra_decay (test_credit.ReplayTests) ... ok
test_all_baseline_gate_precedes_conditional_schedule (test_integration.IntegrationTests) ... ok
test_event_difference_with_same_counts_and_first_is_retained (test_integration.IntegrationTests) ... ok
test_per_neuron_count_difference_not_cancelled_by_equal_total (test_integration.IntegrationTests) ... ok
test_repeat_not_an_independent_primary_trial (test_integration.IntegrationTests) ... ok
test_undefined_denominator_is_not_silently_zero (test_integration.IntegrationTests) ... ok
test_arrival_rejected_on_fire_and_refractory_release (test_mbon_accounting.AccountingTests) ... ok
test_bad_dtype_groups_coefficients_and_nonfinite_fail (test_mbon_accounting.AccountingTests) ... ok
test_callback_and_constructor_inputs_never_modified (test_mbon_accounting.AccountingTests) ... ok
test_cross_lane_roundoff_is_visible_not_reassigned (test_mbon_accounting.AccountingTests) ... ok
test_empty_graph_initial_baseline_and_json_summary (test_mbon_accounting.AccountingTests) ... ok
test_firing_clears_source_g_and_voltage_lanes (test_mbon_accounting.AccountingTests) ... ok
test_group_sign_totals_and_zero_weight_event_counts (test_mbon_accounting.AccountingTests) ... ok
test_incomplete_duplicate_tick_and_repeated_finish_fail (test_mbon_accounting.AccountingTests) ... ok
test_real_delay_old_g_for_voltage_and_end_tick_integral (test_mbon_accounting.AccountingTests) ... ok
test_stage_guard_apl_and_canonical_order_corruption_fail (test_mbon_accounting.AccountingTests) ... ok
----------------------------------------------------------------------
Ran 29 tests in 1.596s
OK
@@ -0,0 +1,125 @@
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@@ -0,0 +1,26 @@
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@@ -0,0 +1,125 @@
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}

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