inference_timing_forward.csv

level_id,timestamp,game,algorithm,reset_time_ms,generation_time_ms,extract_time_ms,validation_time_ms,metrics_time_ms,solvability_time_ms,save_time_ms,total_time_ms,steps,mean_inference_ms,std_inference_ms,min_inference_ms,max_inference_ms,total_reward,diversity,complexity,unique_tiles,is_solvable,ram_start_pct,ram_end_pct,ram_delta_pct,cpu_start_pct,cpu_end_pct,cpu_delta_pct,gpu_start_pct,gpu_end_pct,gpu_delta_pct
1,2026-01-30T17:28:36.556207,sokoban,PPO,0.9701999952085316,1239.1409999981988,0.670000008540228,0.6247999990591779,1.0540000075707212,0.001500011421740055,83.54180000605993,1326.0033000260592,9,15.87597777931175,39.69323624861558,1.249000008101575,128.14349999825936,4.0,0.12,1.0,3,,57.2,58.7,1.5,3.3,10.7,7.3999999999999995,8.196783065795898,8.800268173217773,0.603485107421875
2,2026-01-30T17:28:38.237591,sokoban,PPO,0.39840000681579113,1561.247200006619,2.3108000023057684,2.2308000043267384,0.4140000091865659,0.0028999929782003164,8.172999994712882,1574.777100016945,13,4.9159076946894995,1.5752927666407448,1.8517999997129664,7.295600007637404,8.0,0.12,1.0,3,,58.8,58.8,0.0,0.9,2.8,1.9,8.800268173217773,8.862829208374023,0.06256103515625
3,2026-01-30T17:28:40.451939,sokoban,PPO,1.0140000085812062,2100.5069999955595,0.5294000002322719,0.49310000031255186,0.11919999087695032,0.0011999945854768157,4.636800003936514,2107.3006999940844,18,5.160327777654554,1.1470024934744776,3.240999998524785,6.675799988443032,1.0,0.12,1.0,3,,58.8,58.4,-0.3999999999999986,0.6,1.9,1.2999999999999998,8.862829208374023,8.862829208374023,0.0
4,2026-01-30T17:28:42.953206,sokoban,PPO,0.6187000108184293,2386.456000007456,0.2518999972380698,0.22899999748915434,0.052700008382089436,0.000500003807246685,1.9792999955825508,2389.5881000207737,21,5.322342857003345,1.1238303152213738,3.0483000009553507,7.464699985575862,16.0,0.12,1.0,3,,58.4,58.4,0.0,1.2,100.0,98.8,8.862829208374023,8.859777450561523,-0.0030517578125
5,2026-01-30T17:28:46.610144,sokoban,PPO,0.5846999993082136,3530.019700003322,0.6137000018497929,0.5720000044675544,0.17490000755060464,0.0013999961083754897,14.888699995935895,3546.8551000085426,31,3.6946774203135,1.9281571191883842,1.0993000032613054,6.903100002091378,1.0,0.12,1.0,3,,58.4,58.5,0.10000000000000142,4.4,4.6,0.1999999999999993,8.859777450561523,8.862829208374023,0.0030517578125
6,2026-01-30T17:28:47.826291,sokoban,PPO,0.759599992306903,1087.2910000034608,0.985099992249161,0.9279999940190464,0.20530000620055944,0.0020000006770715117,17.873000004328787,1108.0439999932423,9,4.680544441928053,0.8814549235712927,3.471399992122315,5.822899998747744,17.0,0.12,1.0,3,,58.5,58.5,0.0,5.9,5.5,-0.40000000000000036,8.862829208374023,8.862829208374023,0.0
7,2026-01-30T17:28:48.931930,sokoban,PPO,0.7011999987298623,981.0459000000264,0.97490000189282,0.9194000012939796,0.19530000281520188,0.0014999968698248267,14.266199999838136,998.1044000014663,8,3.8381749982363544,1.6035009948029135,1.1721999908331782,5.656599998474121,6.0,0.12,1.0,3,,58.5,58.5,0.0,2.2,2.5,0.2999999999999998,8.862829208374023,8.862829208374023,0.0
8,2026-01-30T17:28:51.551758,sokoban,PPO,0.7838000019546598,2506.8354999966687,0.6970999966142699,0.647599998046644,0.13440000475384295,0.0012999953469261527,3.794100004597567,2512.8937999979826,22,4.410918180259283,1.5733125860472237,1.2115999998059124,5.942799994954839,3.0,0.12,1.0,3,,58.5,58.5,0.0,6.6,5.5,-1.0999999999999996,8.862829208374023,8.862829208374023,0.0
9,2026-01-30T17:28:53.106781,sokoban,PPO,0.5436999927042052,1424.2704000062076,1.0883999930229038,1.0362000029999763,0.1905999961309135,0.0017999991541728377,17.867900009150617,1444.9989999993704,12,4.558391670191971,0.9299722639941793,2.814200008288026,6.260599999222904,14.0,0.12,1.0,3,,58.5,58.5,0.0,3.9,1.9,-2.0,8.862829208374023,8.862829208374023,0.0
10,2026-01-30T17:28:54.220419,sokoban,PPO,0.7623999990755692,992.8048000001581,1.7731999978423119,1.6902000061236322,0.41480000072624534,0.0030999945010989904,6.457999988924712,1003.9064999873517,8,3.6913125004502945,2.041660483374559,1.2038999993819743,7.4078000034205616,13.0,0.12,1.0,3,,58.5,58.5,0.0,32.8,5.7,-27.099999999999998,8.862829208374023,8.862829208374023,0.0
11,2026-01-30T17:28:55.107937,sokoban,PPO,1.0474000009708107,770.9210000029998,0.8797999907983467,0.8218000002671033,0.2513999934308231,0.0016999983927235007,5.783400003565475,779.7064999904251,6,4.595399999137347,0.6851988110489513,3.516900003887713,5.488199996761978,3.0,0.12,1.0,3,,58.5,58.5,0.0,0.0,0.8,0.8,8.862829208374023,8.862829208374023,0.0
12,2026-01-30T17:28:56.571012,sokoban,PPO,0.6187999970279634,1343.399799996405,1.0974000033456832,1.0316999978385866,0.20459998631849885,0.0022000021999701858,6.677900004433468,1353.032399987569,11,5.1550454557979135,1.3452424444415843,2.660199999809265,6.888499992783181,22.0,0.12,1.0,3,,58.5,58.5,0.0,3.8,0.7,-3.0999999999999996,8.862829208374023,8.862829208374023,0.0
13,2026-01-30T17:28:59.096935,sokoban,PPO,1.0825000063050538,2398.2645999931265,1.5079000004334375,1.4362999936565757,0.3184000088367611,0.0026000052457675338,15.437199996085837,2418.04950000369,21,4.123085716855712,1.3626749409780237,1.3086000108160079,6.695699994452298,-4.0,0.12,1.0,3,,58.5,58.5,0.0,7.9,4.5,-3.4000000000000004,8.862829208374023,8.862829208374023,0.0
14,2026-01-30T17:29:01.295108,sokoban,PPO,0.617499987129122,2081.401100003859,1.0789999942062423,1.021300005959347,0.2072000061161816,0.0021999876480549574,6.3098000100580975,2090.638099994976,18,4.728122220613941,1.0475745007976025,2.8845000051660463,7.0475000102305785,1.0,0.12,1.0,3,,58.5,58.5,0.0,3.3,2.7,-0.5999999999999996,8.862829208374023,8.862829208374023,0.0
15,2026-01-30T17:29:02.960231,sokoban,PPO,1.0184999991906807,1534.6021999866934,1.8656000029295683,1.8053999956464395,0.22270000772550702,0.0017999991541728377,16.935699997702613,1556.4518999890424,13,3.6901461549300274,1.4443454187190532,1.1587000044528395,5.408199998782948,8.0,0.12,1.0,3,,58.5,58.7,0.20000000000000284,5.2,2.0,-3.2,8.862829208374023,8.862829208374023,0.0
16,2026-01-30T17:29:05.287021,sokoban,PPO,0.7806999929016456,2210.083800004213,1.2396999954944476,1.1844999971799552,0.21379999816417694,0.0020000006770715117,6.235499997274019,2219.7399999859044,19,3.804731575655751,2.0664279899365883,1.2433999945642427,8.095299999695271,0.0,0.12,1.0,3,,58.7,58.6,-0.10000000000000142,8.5,2.3,-6.2,8.862829208374023,8.862829208374023,0.0
17,2026-01-30T17:29:07.267193,sokoban,PPO,0.7430999976349995,1862.2503999940818,1.0100999934365973,0.9476999985054135,0.26050000451505184,0.0023000029614195228,4.917400001431815,1870.1314999925671,16,3.947062501538312,0.9887015152431273,2.128200008883141,5.480200008605607,15.0,0.12,1.0,3,,58.6,58.6,0.0,3.6,2.4,-1.2000000000000002,8.862829208374023,8.862829208374023,0.0
18,2026-01-30T17:29:08.714291,sokoban,PPO,1.042599993525073,1330.179099997622,0.3097000007983297,0.28330000350251794,0.0692999892635271,0.000700005330145359,3.1642999965697527,1335.0489999866113,11,3.3194181781833656,1.1726320958279006,1.1071999906562269,4.811399994650856,8.0,0.12,1.0,3,,58.6,58.8,0.19999999999999574,3.7,4.2,0.5,8.862829208374023,8.862829208374023,0.0
19,2026-01-30T17:29:10.264383,sokoban,PPO,0.5260000034468248,1418.8968999951612,1.1608000058913603,1.0943000088445842,0.22360000002663583,0.0021999876480549574,18.843500001821667,1440.7473000028403,12,3.1609416679809024,1.8223573179397416,1.2340999965090305,6.296000006841496,-6.0,0.12,1.0,3,,58.8,59.1,0.30000000000000426,14.9,6.7,-8.2,8.862829208374023,8.862829208374023,0.0
20,2026-01-30T17:29:11.916650,sokoban,PPO,0.6730999884894118,1533.964999995078,1.1208999931113794,1.0621999972499907,0.20330000552348793,0.0019999861251562834,6.744600003003143,1543.7710999685805,13,4.324230770670021,1.4809839799916555,2.0380000059958547,7.010400004219264,7.0,0.12,1.0,3,,59.1,59.1,0.0,1.3,2.5,1.2,8.862829208374023,8.862829208374023,0.0