OUTPUT of run 3 of at most 100: ``` SPECTRAL DETAIL: first 64 singular values W_v.0 [4.339 3.5292 3.2699 3.1656 2.9824 2.6465 2.589 2.5519 2.4356 2.3813 2.2563 2.1622 2.1304 2.103 2.0423 2.0167 2.0034 1.9733 1.9278 1.8974 1.843 1.7873 1.7114 1.6651 1.6284 1.5643 1.5578 1.4407 1.3995 1.3772 1.3468 1.267 1.2219 1.1591 1.0859 1.0458 1.0163 0.9989 0.9452 0.918 0.9023 0.8941 0.8747 0.8698 0.8407 0.836 0.8301 0.8156 0.7991 0.7797 0.7728 0.761 0.7424 0.7392 0.737 0.7134 0.7046 0.698 0.6952 0.6903 0.6821 0.6752 0.6674 0.6634] W_o.0 [7.1033 6.6074 4.2683 2.7702 2.5025 2.285 2.2638 2.2184 2.1506 2.1393 2.1046 2.0804 2.0587 2.0258 2.0033 1.9866 1.9284 1.8896 1.8362 1.8249 1.8036 1.7312 1.72 1.694 1.6852 1.581 1.5427 1.5182 1.5068 1.4282 1.3997 1.3493 1.3098 1.2986 1.2483 1.223 1.2019 1.1872 1.1695 1.1631 1.1417 1.1087 1.0812 1.0677 1.0357 1.019 1.0012 0.9591 0.947 0.9289 0.9225 0.9041 0.8788 0.8754 0.8576 0.8426 0.8181 0.7889 0.7648 0.7392 0.727 0.7233 0.7109 0.6925] W_fc.0 [18.1759 11.0178 8.7366 7.4517 7.2123 7.0621 7.0112 6.6204 6.5703 6.4203 6.3431 6.2896 6.1365 6.0433 5.9738 5.9183 5.8073 5.7794 5.5832 5.5127 5.4996 5.3597 5.1605 5.1196 5.0858 5.0318 4.8994 4.8794 4.8192 4.7315 4.6012 4.5329 4.4792 4.4415 4.2685 4.1981 4.0305 3.9735 3.8688 3.8244 3.7202 3.6825 3.646 3.5738 3.5158 3.505 3.4534 3.3692 3.306 3.1758 3.1598 3.0726 2.9595 2.8722 2.6961 2.6705 2.6058 2.5693 2.4385 2.428 2.3775 2.3361 2.2806 2.1801] W_proj.0 [9.8257 7.3508 6.2651 5.8693 5.7965 5.6574 5.5163 5.4501 5.3333 5.2422 5.1971 5.0938 4.98 4.9037 4.8631 4.8186 4.7927 4.6889 4.6268 4.5951 4.5572 4.5234 4.4109 4.3775 4.2832 4.2164 4.1432 4.1247 4.0484 4.0251 3.8942 3.847 3.8082 3.7925 3.7637 3.711 3.685 3.6355 3.5949 3.5248 3.4994 3.4792 3.4694 3.4219 3.3902 3.3592 3.3361 3.319 3.2783 3.2568 3.229 3.1968 3.1288 3.1055 3.0957 3.0538 3.0513 3.0075 2.9961 2.9672 2.9615 2.9112 2.9026 2.8389] W_proj.3 [26.3094 20.6845 19.6986 19.2612 18.5937 18.1973 17.8617 17.6671 17.0436 16.7494 16.0392 15.1511 14.7559 14.3258 14.05 13.4999 13.2929 12.5312 12.4015 11.9578 11.7405 11.5943 10.3667 8.3505 8.0636 7.9141 7.461 7.1656 5.8331 4.0718 3.2206 3.1387 2.8415 2.8001 2.6874 2.5707 2.4029 2.3282 2.2438 2.185 2.1809 2.1161 2.0811 2.0535 1.9958 1.9765 1.9297 1.9175 1.8651 1.8381 1.8126 1.7833 1.7778 1.7571 1.7451 1.7414 1.6998 1.6765 1.6739 1.6612 1.6449 1.6191 1.6111 1.5929] GAIN-WEIGHTED MLP INPUT SPECTRA L0 [17.9816 10.3591 7.6084 7.5097 7.1175 6.8347 6.7405 6.439 6.3704 6.2235 6.1386 6.0526 6.0158 5.9372 5.7949 5.628 5.5765 5.499 5.4214 5.3116 5.3027 5.1234 5.09 4.9658 4.9455 4.8399 4.8169 4.7325 4.5672 4.5588 4.4839 4.3472 4.149 4.0871 4.0525 3.9141 3.8337 3.768 3.7068 3.5294] L1 [23.4904 14.1651 13.7412 13.3157 13.0755 12.9632 12.7202 12.4226 12.3483 12.0439 11.906 11.6244 11.5691 11.4546 11.1852 10.8585 10.577 10.5403 10.4727 10.1821 10.0581 9.8769 9.775 9.7284 9.5726 9.3884 9.3459 9.2056 9.0978 9.0238 8.9788 8.6435 8.5359 8.4023 8.3452 8.1109 7.995 7.8484 7.826 7.6168] L2 [20.2932 10.5409 10.4277 10.2744 10.0541 9.9253 9.5587 9.5157 9.4505 9.3479 9.2877 9.2143 9.0823 9.0485 8.9676 8.9403 8.8429 8.8356 8.7218 8.6873 8.6376 8.6037 8.4606 8.4127 8.3758 8.3161 8.3012 8.2795 8.2182 8.1847 8.0945 8.0812 8.0257 7.973 7.9377 7.8765 7.852 7.838 7.7997 7.7951] L3 [18.1986 10.474 10.1177 9.445 9.2037 8.7251 8.617 8.5799 8.2956 8.2691 8.2355 8.1018 8.0235 7.9105 7.9051 7.8183 7.7495 7.7239 7.6286 7.5911 7.5352 7.5253 7.5003 7.415 7.3742 7.332 7.2762 7.267 7.2503 7.2101 7.2008 7.1303 7.1019 7.0661 7.0494 7.0045 6.9513 6.9127 6.8984 6.8923] L0 COORDINATES WITH LARGEST ln1_w coordinate, ln1_w, ln2_w, ln1_b, ln2_b 162 1.03406 0.44269 -0.007 0.00221 60 0.98438 0.49495 0.02711 -0.05933 223 0.98004 0.68755 0.00699 0.05474 311 0.94434 0.52441 0.02456 0.07531 239 0.93846 0.96967 -0.09544 -0.08229 300 0.93709 0.46151 0.00207 0.00974 35 0.93697 0.68432 -0.07234 0.0298 180 0.92941 0.69632 0.06105 0.01824 136 0.89586 0.30164 -0.03865 0.1331 59 0.89479 0.63694 -0.00429 0.03496 178 0.88977 0.37873 0.00169 0.0187 246 0.88154 0.57342 -0.02605 0.04629 4 0.86783 0.47592 0.00022 -0.09541 105 0.85993 0.6648 0.04374 -0.02429 99 0.85641 0.42047 0.04597 -0.10799 114 0.84995 0.245 -0.00659 0.10056 228 0.84498 0.55902 0.04006 -0.08181 184 0.84465 0.29165 0.01436 -0.06085 152 0.84267 0.3314 -0.00598 -0.08693 222 0.83616 0.05277 -0.03995 -0.4986 158 0.83012 0.6504 -0.02086 -0.09451 65 0.82441 0.27407 0.01379 -0.00238 360 0.82004 0.4628 -0.04769 0.31383 356 0.7999 0.69298 0.0547 0.08692 319 0.79251 0.65175 -0.01788 -0.00531 351 0.78555 0.81831 -0.00188 -0.06211 301 0.78044 1.0098 0.03566 -0.03083 273 0.78008 0.30099 0.06177 -0.18984 54 0.77874 0.42829 -0.00541 -0.0598 79 0.77741 0.84056 -0.01931 0.02771 240 0.77181 0.65877 0.02462 -0.01645 143 0.75805 0.79522 -0.00626 0.05273 127 0.74971 0.56445 0.00121 0.09279 320 0.7384 0.68517 -0.02942 0.03814 39 0.72702 0.90721 0.02931 0.05081 L0 VALUE-PATH SPECTRA AND PRINCIPAL INPUT DIRECTIONS H0: singular=[8.074 3.3277 2.097 0.6725 0.5606 0.3153 0.2578 0.1926 0.1456 0.1409 0.1159 0.1131 0.1007 0.0853 0.0812 0.0725 0.0713 0.0656 0.0613 0.0571 0.0531 0.049 0.0471 0.0457 0.0431 0.0396 0.039 0.0363 0.0352 0.0335 0.0317 0.0305]; energy_first2=0.9326 H1: singular=[5.6611 3.8272 1.0646 0.5023 0.4285 0.2701 0.2169 0.1664 0.1516 0.1122 0.0945 0.0925 0.0829 0.0771 0.0715 0.0676 0.0621 0.0567 0.0553 0.0525 0.05 0.0447 0.0436 0.042 0.0384 0.0362 0.0357 0.0323 0.0322 0.0312 0.0302 0.0285]; energy_first2=0.9623 H2: singular=[0.7873 0.718 0.6827 0.6713 0.6378 0.6013 0.5692 0.5583 0.5504 0.5222 0.5151 0.4872 0.4805 0.4696 0.4391 0.4211 0.4006 0.3931 0.3471 0.3044 0.2772 0.2754 0.2565 0.2286 0.2181 0.205 0.1814 0.1707 0.1628 0.1593 0.1314 0.1184]; energy_first2=0.1760 [stderr] Traceback (most recent call last): File "", line 34, in File "/env/lib/python3.12/site-packages/scipy/linalg/_decomp_svd.py", line 207, in svd _format_emit_errors_warnings(err_lst, lapack_driver) File "/env/lib/python3.12/site-packages/scipy/linalg/_decomp_svd.py", line 26, in _format_emit_errors_warnings raise LinAlgError(f"SVD did not converge for slice = {num}.") numpy.linalg.LinAlgError: SVD did not converge for slice = 0. ```