Download Built-in model parameters from ASE_ANI (#481)

* download resources from ASE_ANI

* update gitignore

* get resources with request

* fix flke8

* rm svn checkout for resources

* update

* fix flake8

torchani/resources/ani-1ccx_8x/train6/tolerance.dat

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torchani/resources/ani-1ccx_8x/train7/cost.dat

-1 9.3223e-05 1.81034e-05 1.79769e+308 1.79769e+308 inf inf
-2 1.46466e-05 1.99492e-05 1.79769e+308 1.79769e+308 inf inf
-3 2.36686e-05 1.8593e-05 1.99492e-05 1.79769e+308 2.80274 inf
-4 1.61564e-05 2.60686e-05 1.8593e-05 1.79769e+308 2.7058 inf
-5 1.89318e-05 2.35503e-05 1.8593e-05 1.79769e+308 2.7058 inf
-6 3.81461e-05 9.84715e-05 1.8593e-05 1.79769e+308 2.7058 inf
-7 2.95242e-05 2.47679e-05 1.8593e-05 1.79769e+308 2.7058 inf
-8 4.29223e-05 3.37958e-05 1.8593e-05 1.79769e+308 2.7058 inf
-9 1.50346e-05 2.11921e-05 1.8593e-05 1.79769e+308 2.7058 inf
-10 1.49055e-05 2.46484e-05 1.8593e-05 1.79769e+308 2.7058 inf
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-1939 9.27098e-06 1.59379e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1945 9.69258e-06 1.71066e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1949 9.25377e-06 2.01762e-05 1.50927e-05 1.79769e+308 2.43783 inf
-1950 9.27792e-06 1.73531e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1957 9.86874e-06 1.59403e-05 1.50927e-05 1.79769e+308 2.43783 inf
-1958 9.87365e-06 2.32573e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1994 9.63463e-06 2.30916e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1996 9.59809e-06 1.97768e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-1998 9.71663e-06 1.90004e-05 1.50927e-05 1.79769e+308 2.43783 inf
-1999 9.86093e-06 2.09809e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-2001 9.8985e-06 1.91614e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2002 9.37651e-06 2.00053e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2003 9.57487e-06 1.65934e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-2006 9.83625e-06 5.60521e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-2009 9.49051e-06 1.98967e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-2014 9.93941e-06 1.9566e-05 1.50927e-05 1.79769e+308 2.43783 inf
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-2365 1.31168e-05 1.65458e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2366 1.29301e-05 2.1084e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2367 1.31946e-05 2.06119e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2368 1.33357e-05 2.05658e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2369 1.34349e-05 2.04913e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2370 1.31594e-05 5.09406e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2371 1.26041e-05 1.72026e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2372 1.32935e-05 1.82951e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2373 1.29705e-05 1.76438e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2374 1.32664e-05 2.12318e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2375 1.2864e-05 2.11566e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2376 1.30404e-05 1.72244e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2377 1.25856e-05 1.8289e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2378 1.84921e-05 1.88152e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2379 1.39437e-05 1.90262e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2380 1.34276e-05 2.14623e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2381 1.30774e-05 2.17731e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2382 1.39108e-05 2.04814e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2383 1.34368e-05 2.10742e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2384 1.28299e-05 6.56917e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2385 1.31124e-05 1.73444e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2386 1.3498e-05 1.74161e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2387 1.36142e-05 1.7444e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2388 1.36965e-05 2.04221e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2389 1.33073e-05 2.04543e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2390 1.3254e-05 1.8101e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2391 1.33402e-05 2.4421e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2392 1.3482e-05 1.78245e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2393 1.30493e-05 1.87617e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2394 1.28745e-05 1.69872e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2395 1.38066e-05 1.78772e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2396 1.38547e-05 1.69132e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2397 1.36205e-05 1.72537e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2398 1.38555e-05 1.66692e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2399 1.30227e-05 1.80715e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2400 1.33608e-05 6.18275e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2401 1.48154e-05 6.25797e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2402 1.3321e-05 2.14957e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2403 1.40503e-05 1.74667e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2404 1.3568e-05 2.09937e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2405 1.29363e-05 2.21276e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2406 1.36661e-05 2.17493e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2407 2.5334e-05 1.92331e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2408 1.39397e-05 2.64661e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2409 1.30512e-05 2.19667e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2410 1.35142e-05 1.76233e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2411 1.35664e-05 1.96581e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2412 2.39577e-05 2.08875e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2413 1.48142e-05 1.687e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2414 1.32898e-05 2.06738e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2415 1.44433e-05 2.00887e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2416 1.40923e-05 1.97911e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2417 1.36513e-05 2.12226e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2418 1.34643e-05 1.76461e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2419 1.36689e-05 1.92346e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2420 1.33689e-05 2.17268e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2421 1.34458e-05 1.81116e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2422 1.364e-05 2.31582e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2423 1.41348e-05 1.82223e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2424 1.35223e-05 1.82112e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2425 1.38562e-05 1.82349e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2426 1.40346e-05 1.72082e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2427 1.30232e-05 1.82707e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2428 1.37101e-05 1.78071e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2429 1.36001e-05 2.02258e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2430 1.40678e-05 1.86661e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2431 1.37408e-05 1.85698e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2432 1.33833e-05 2.04603e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2433 1.45765e-05 2.04593e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2434 1.39168e-05 1.83884e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2435 1.37549e-05 1.85882e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2436 1.44263e-05 1.72414e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2437 1.3253e-05 1.99656e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2438 1.3691e-05 1.86595e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2439 1.36789e-05 1.91152e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2440 1.43818e-05 2.05273e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2441 1.31157e-05 2.03543e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2442 1.44462e-05 1.7604e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2443 1.42512e-05 2.02157e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2444 1.44694e-05 2.11289e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2445 1.39574e-05 2.194e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2446 1.40623e-05 1.72494e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2447 1.44858e-05 1.90232e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2448 1.42398e-05 1.98185e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2449 1.48302e-05 1.75796e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2450 1.33092e-05 1.75387e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2451 1.50096e-05 2.01432e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2452 2.96946e-05 2.0576e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2453 1.46707e-05 2.07018e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2454 1.49863e-05 2.11537e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2455 1.49966e-05 2.22204e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2456 1.49194e-05 2.02239e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2457 1.36703e-05 1.94797e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2458 1.35982e-05 1.95319e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2459 1.41104e-05 1.9926e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2460 1.46072e-05 1.86889e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2461 1.46712e-05 2.00004e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2462 1.38565e-05 1.78486e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2463 1.39647e-05 1.85106e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2464 1.38945e-05 2.01212e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2465 1.41399e-05 1.71728e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2466 1.53152e-05 1.99105e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2467 1.51664e-05 1.78506e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2468 1.49785e-05 1.83765e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2469 1.54012e-05 2.00825e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2470 1.47353e-05 1.82281e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2471 1.4841e-05 1.77548e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2472 1.47606e-05 1.90775e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2473 3.70454e-05 2.33853e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2474 1.48897e-05 1.932e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2475 1.45098e-05 1.90778e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2476 1.43574e-05 2.12634e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2477 1.42585e-05 2.10775e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2478 1.47599e-05 2.12093e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2479 1.43935e-05 2.14605e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2480 1.53027e-05 2.23193e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2481 1.4304e-05 1.86865e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2482 1.38099e-05 1.82422e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2483 1.41439e-05 1.8514e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2484 1.38436e-05 1.92312e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2485 1.46113e-05 1.95362e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2486 1.49986e-05 2.28313e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2487 1.36011e-05 1.85228e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2488 1.58381e-05 2.06361e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2489 2.48699e-05 1.97081e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2490 1.51061e-05 1.90904e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2491 1.46623e-05 2.05026e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2492 1.51865e-05 2.01412e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2493 1.60682e-05 2.07298e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2494 1.47956e-05 1.96521e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2495 1.46848e-05 2.4785e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2496 1.43912e-05 1.99772e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2497 1.40585e-05 2.07e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2498 1.4356e-05 1.82886e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2499 1.43554e-05 2.01848e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2500 1.60931e-05 1.80976e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2501 1.49065e-05 2.07653e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2502 1.53186e-05 2.06866e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2503 2.47427e-05 2.01277e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2504 1.50063e-05 2.19954e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2505 1.8123e-05 2.54765e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2506 1.46246e-05 2.14734e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2507 1.44914e-05 2.00896e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2508 1.61646e-05 1.97663e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2509 1.44076e-05 4.06008e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2510 1.39565e-05 2.01997e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2511 1.52366e-05 2.03718e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2512 1.60731e-05 2.13054e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2513 1.60988e-05 2.05641e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2514 1.54252e-05 2.03085e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2515 1.48347e-05 1.81708e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2516 1.51035e-05 4.1668e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2517 1.55421e-05 1.95716e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2518 1.55539e-05 1.86389e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2519 1.60388e-05 1.81942e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2520 1.49365e-05 1.88013e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2521 1.60139e-05 2.17732e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2522 1.42804e-05 1.9695e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2523 1.45407e-05 2.01956e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2524 1.58161e-05 1.94691e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2525 1.50945e-05 1.9936e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2526 1.54219e-05 2.22297e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2527 1.57079e-05 2.00267e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2528 1.4832e-05 1.93644e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2529 4.42823e-05 2.76479e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2530 1.68144e-05 1.94142e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2531 1.65435e-05 2.52712e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2532 1.58001e-05 2.41127e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2533 1.55588e-05 2.6781e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2534 1.57628e-05 2.16026e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2535 1.61044e-05 2.28681e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2536 1.88735e-05 2.5606e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2537 1.58062e-05 2.24858e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2538 3.10826e-05 1.87149e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2539 1.56506e-05 2.01109e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2540 1.5194e-05 1.88595e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2541 1.5132e-05 2.38738e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2542 1.56849e-05 2.09237e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2543 1.72465e-05 2.14107e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2544 1.68097e-05 1.92888e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2545 1.6209e-05 2.2225e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2546 1.59796e-05 2.11827e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2547 1.55369e-05 1.91877e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2548 1.54654e-05 1.90858e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2549 1.55318e-05 2.05826e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2550 1.52184e-05 1.9316e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2551 1.49478e-05 2.09152e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2552 1.55885e-05 2.20898e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2553 1.53843e-05 1.93169e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2554 1.54313e-05 2.18158e-05 1.50927e-05 1.79769e+308 2.43783 inf
-2555 2.756e-05 2.1451e-05 1.50927e-05 1.79769e+308 2.43783 inf

torchani/resources/ani-1ccx_8x/train7/inputtrain.ipt

-!InputFile for Force Prediction Network
-sflparamsfile=rHCNO-5.2R_16-3.5A_a4-8.params
-ntwkStoreDir=networks/
-atomEnergyFile=sae_linfit.dat
-nmax=0! Maximum number of iterations (0 = inf)
-tolr=200! Tolerance - early stopping
-emult=0.5!Multiplier by eta after tol switch
-eta=0.001! Eta -- Learning rate
-tcrit=1.0E-6! Eta termination criterion
-tmax=0! Maximum time (0 = inf)
-tbtchsz=2560
-vbtchsz=2560
-gpuid=0
-ntwshr=0
-nkde=2
-energy=1
-freezelayer=0,2
-force=0
-fmult=0.0
-pbc=0
-cmult =0.001
-runtype=ANNP_CREATE_HDNN_AND_TRAIN!Create and train a HDN network
-network_setup {
-  inputsize=384;
-  atom_net H $
-    layer [
-          nodes=160;
-          activation=9;
-          type=0;
-    ]
-    layer [
-          nodes=128;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.00001;
-    ]
-    layer [
-          nodes=96;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.000001;
-    ]
-    layer [
-          nodes=1;
-          activation=6;
-          type=0;
-    ]
-    $
-  atom_net C $
-    layer [
-          nodes=144;
-          activation=9;
-          type=0;
-    ]
-    layer [
-          nodes=112;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.00001;
-    ]
-    layer [
-          nodes=96;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.000001;
-    ]
-    layer [
-          nodes=1;
-          activation=6;
-          type=0;
-    ]
-    $
-  atom_net N $
-    layer [
-          nodes=128;
-          activation=9;
-          type=0;
-    ]
-    layer [
-          nodes=112;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.00001;
-    ]
-    layer [
-          nodes=96;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.000001;
-    ]
-    layer [
-          nodes=1;
-          activation=6;
-          type=0;
-    ]
-    $
-  atom_net O $
-    layer [
-          nodes=128;
-          activation=9;
-          type=0;
-    ]
-    layer [
-          nodes=112;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.00001;
-    ]
-    layer [
-          nodes=96;
-          activation=9;
-          type=0;
-          l2norm=1;
-          l2valu=0.000001;
-    ]
-    layer [
-          nodes=1;
-          activation=6;
-          type=0;
-    ]
-    $
-
-}
-adptlrn=OFF ! Adaptive learning (OFF,RMSPROP)
-decrate=0.9 !Decay rate of RMSPROP
-moment=ADAM! Turn on momentum or nesterov momentum (OFF,CNSTTEMP,TMANNEAL,REGULAR,NESTEROV)
-mu=0.99 ! Mu factor for momentum
-

torchani/resources/ani-1ccx_8x/train7/networks/ANN-C.nnf-l2.bparam

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torchani/resources/ani-1ccx_8x/train7/networks/ANN-C.nnf-l3.bparam

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<6	6/6y?66
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torchani/resources/ani-1ccx_8x/train7/networks/ANN-C.nnf-l4.bparam

-_
\ No newline at end of file

torchani/resources/ani-1ccx_8x/train7/networks/ANN-H.nnf-l4.bparam

-ҷ
\ No newline at end of file