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+2912.35,2306.9475,0.0015330925,1972.9043,2330000.0,1181.0,145625.0,,36384.0,0.0001917856,0.1,1.0397784 +2953.2,2319.234,0.0029573438,1973.0186,2340000.0,1186.0,146250.0,,36544.0,0.0001915296,0.1,1.1185952 +2886.85,2331.231,-0.00029300473,1973.1318,2350000.0,1191.0,146875.0,,36704.0,0.0001912736,0.1,1.0756261 +2913.55,2342.594,0.021886913,1973.2441,2360000.0,1196.0,147500.0,,36864.0,0.0001910176,0.1,0.99502414 +2821.25,2353.0115,0.02932135,1973.3556,2370000.0,1201.0,148125.0,,37024.0,0.0001907616,0.1,1.0365446 +2819.75,2363.5935,-0.0037481613,1973.466,2380000.0,1206.0,148750.0,,37184.0,0.0001905056,0.1,0.9981435 +2755.2,2373.6794,-0.004691543,1973.5756,2390000.0,1211.0,149375.0,,37312.0,0.0001903008,0.1,1.0798934 +2719.05,2382.782,5.2324496e-05,1975.3086,2400000.0,1215.0,150000.0,,37472.0,0.0001900448,0.1,1.0338506 +2755.55,2391.7583,-0.0035745539,1975.4098,2410000.0,1220.0,150625.0,,37632.0,0.0001897888,0.1,1.0662379 +2779.4,2401.1804,-0.0019185126,1975.5103,2420000.0,1225.0,151250.0,,37792.0,0.0001895328,0.1,0.99293864 +2753.35,2409.9153,-0.0039011869,1974.0049,2430000.0,1231.0,151875.0,,37952.0,0.0001892768,0.1,1.0258435 +2818.4,2418.868,-0.008496594,1974.11,2440000.0,1236.0,152500.0,,38112.0,0.0001890208,0.1,0.9495417 +2889.45,2428.7654,0.0007621582,1974.2144,2450000.0,1241.0,153125.0,,38272.0,0.0001887648,0.1,0.96812975 +2931.95,2439.1482,0.02277005,1975.9036,2460000.0,1245.0,153750.0,,38432.0,0.0001885088,0.1,1.0102794 +3074.55,2450.9497,0.002333076,1976.0,2470000.0,1250.0,154375.0,,38592.0,0.0001882528,0.1,1.0087693 +3105.8,2462.8105,0.004770802,1977.6715,2480000.0,1254.0,155000.0,,38720.0,0.000188048,0.1,1.0071807 +3093.2,2474.9624,-0.0016200943,1977.7601,2490000.0,1259.0,155625.0,,38880.0,0.000187792,0.1,0.983852 +3200.85,2487.353,0.007719725,1979.4141,2500000.0,1263.0,156250.0,,39040.0,0.000187536,0.1,0.9885472 +3237.2,2500.09,0.008257803,1979.4952,2510000.0,1268.0,156875.0,,39200.0,0.00018728,0.1,0.9850308 +3210.1,2512.6318,0.009810307,1979.5758,2520000.0,1273.0,157500.0,,39360.0,0.000187024,0.1,0.9802594 +3315.0,2526.022,-0.010411515,1979.6558,2530000.0,1278.0,158125.0,,39520.0,0.000186768,0.1,1.0504621 +3373.65,2539.7764,0.00482239,1981.2793,2540000.0,1282.0,158750.0,,39680.0,0.000186512,0.1,1.0069718 +3382.9,2553.0857,0.0029228572,1981.3519,2550000.0,1287.0,159375.0,,39840.0,0.000186256,0.1,0.9257165 +3423.2,2567.2996,0.03434899,1981.4242,2560000.0,1292.0,160000.0,,40000.0,0.000186,0.1,0.935524 +3193.3,2578.4187,0.019942312,1983.0247,2570000.0,1296.0,160625.0,,40128.0,0.0001857952,0.1,1.0084388 +3233.7,2590.4946,0.0018366887,1983.09,2580000.0,1301.0,161250.0,,40288.0,0.0001855392,0.1,0.9308517 +3242.25,2602.2937,0.003804589,1984.6743,2590000.0,1305.0,161875.0,,40448.0,0.0001852832,0.1,1.0038862 +3167.05,2613.41,0.00903541,1984.7328,2600000.0,1310.0,162500.0,,40608.0,0.0001850272,0.1,0.9349375 +3074.05,2625.0522,0.010422976,1984.7909,2610000.0,1315.0,163125.0,,40768.0,0.0001847712,0.1,0.9545921 +3237.9,2638.4968,0.0035054944,1984.8485,2620000.0,1320.0,163750.0,,40928.0,0.0001845152,0.1,0.93865347 +3194.35,2651.886,0.007814944,1986.4048,2630000.0,1324.0,164375.0,,41088.0,0.0001842592,0.1,0.92749476 +3233.6,2666.4724,0.012849608,1986.4559,2640000.0,1329.0,165000.0,,41248.0,0.0001840032,0.1,0.91130745 +3358.05,2682.6592,0.026135487,1987.997,2650000.0,1333.0,165625.0,,41376.0,0.0001837984,0.1,0.9853158 +3372.6,2698.811,-0.00022228877,1988.0419,2660000.0,1338.0,166250.0,,41536.0,0.0001835424,0.1,1.0329038 +3385.65,2715.863,-7.904193e-05,1988.0864,2670000.0,1343.0,166875.0,,41696.0,0.0001832864,0.1,0.9135238 +3432.4,2733.0635,0.011036195,1988.1306,2680000.0,1348.0,167500.0,,41856.0,0.0001830304,0.1,0.91780674 +3489.85,2751.8584,0.01373646,1989.645,2690000.0,1352.0,168125.0,,42016.0,0.0001827744,0.1,0.8608421 +3493.8,2771.0383,0.031524904,1989.6831,2700000.0,1357.0,168750.0,,42176.0,0.0001825184,0.1,0.87487024 +3519.4,2790.172,0.0028784806,1989.721,2710000.0,1362.0,169375.0,,42336.0,0.0001822624,0.1,0.83730394 +3465.6,2808.4824,0.00932651,1989.7585,2720000.0,1367.0,170000.0,,42496.0,0.0001820064,0.1,0.8688638 +3459.15,2826.4707,0.0037318259,1991.2473,2730000.0,1371.0,170625.0,,42656.0,0.0001817504,0.1,0.81578153 +3484.55,2844.0632,0.026492624,1991.279,2740000.0,1376.0,171250.0,,42784.0,0.0001815456,0.1,0.8191246 +3428.2,2861.7756,0.011715718,1991.3107,2750000.0,1381.0,171875.0,,42944.0,0.0001812896,0.1,0.87239563 +3467.0,2879.9958,0.024991488,1992.7798,2760000.0,1385.0,172500.0,,43104.0,0.0001810336,0.1,0.92094654 +3505.45,2898.9062,0.0008865326,1992.8058,2770000.0,1390.0,173125.0,,43264.0,0.0001807776,0.1,0.9176027 +3556.4,2918.569,0.01323309,1992.8315,2780000.0,1395.0,173750.0,,43424.0,0.0001805216,0.1,0.85931623 +3682.75,2938.6829,0.02170035,1992.8572,2790000.0,1400.0,174375.0,,43584.0,0.0001802656,0.1,0.8841811 +3707.65,2958.1487,0.010429229,1994.302,2800000.0,1404.0,175000.0,,43744.0,0.0001800096,0.1,0.83448815 +3615.8,2975.9812,0.018350331,1994.3223,2810000.0,1409.0,175625.0,,43904.0,0.0001797536,0.1,0.88901484 +3575.8,2992.682,0.006254963,1995.7537,2820000.0,1413.0,176250.0,,44032.0,0.0001795488,0.1,0.89340925 +3711.35,3010.2524,0.028431104,1997.1771,2830000.0,1417.0,176875.0,,44192.0,0.0001792928,0.1,0.9343269 +3726.85,3027.8013,0.018642178,1997.187,2840000.0,1422.0,177500.0,,44352.0,0.0001790368,0.1,0.93270034 +3732.05,3045.2412,0.010069451,1997.1969,2850000.0,1427.0,178125.0,,44512.0,0.0001787808,0.1,0.91226065 +3748.35,3062.4316,0.015874084,1997.2067,2860000.0,1432.0,178750.0,,44672.0,0.0001785248,0.1,0.85052645 +3789.45,3079.1328,-0.003730902,1998.6073,2870000.0,1436.0,179375.0,,44832.0,0.0001782688,0.1,0.8501787 +3883.7,3096.1921,0.021546783,1998.612,2880000.0,1441.0,180000.0,,44992.0,0.0001780128,0.1,0.91464597 +3970.1,3113.71,0.035179276,1998.6168,2890000.0,1446.0,180625.0,,45152.0,0.0001777568,0.1,0.9049727 +4037.9,3130.5503,0.013753252,1997.2452,2900000.0,1452.0,181250.0,,45312.0,0.0001775008,0.1,0.92745215 +4083.85,3148.045,0.004519031,1998.6263,2910000.0,1456.0,181875.0,,45440.0,0.000177296,0.1,0.9263669 +4095.6,3165.154,0.020961497,1998.6311,2920000.0,1461.0,182500.0,,45600.0,0.00017704,0.1,0.93528163 +4019.5,3179.2603,0.0072124577,1998.6357,2930000.0,1466.0,183125.0,,45760.0,0.000176784,0.1,0.98028815 +4019.5,3192.509,0.017810998,1998.6404,2940000.0,1471.0,183750.0,,45920.0,0.000176528,0.1,0.911464 +4026.9,3205.925,0.029724002,1998.645,2950000.0,1476.0,184375.0,,46080.0,0.000176272,0.1,0.9411578 +3992.1,3217.9531,0.0031531807,1998.6495,2960000.0,1481.0,185000.0,,46240.0,0.000176016,0.1,0.9481948 +4045.45,3229.5376,0.010210753,1997.31,2970000.0,1487.0,185625.0,,46400.0,0.00017576,0.1,0.90892327 +3999.5,3240.2393,-0.003420528,1998.6586,2980000.0,1491.0,186250.0,,46560.0,0.000175504,0.1,0.9503759 +4060.6,3251.9038,0.00582786,2000.0,2990000.0,1495.0,186875.0,,46688.0,0.0001752992,0.1,0.962262 +4089.0,3263.9954,-0.0045209806,2000.0,3000000.0,1500.0,187500.0,,46848.0,0.0001750432,0.1,0.9385065 +4071.25,3276.1296,0.021683922,2000.0,3010000.0,1505.0,188125.0,,47008.0,0.0001747872,0.1,0.8601373 +4202.2,3289.5737,0.03372904,2001.3254,3020000.0,1509.0,188750.0,,47168.0,0.0001745312,0.1,0.9557601 +4152.5,3301.9736,-0.0029662924,2001.321,3030000.0,1514.0,189375.0,,47328.0,0.0001742752,0.1,0.97844726 +4217.0,3314.2747,0.007455046,2001.3167,3040000.0,1519.0,190000.0,,47488.0,0.0001740192,0.1,0.93211544 +4217.0,3325.9888,0.001925947,2002.6263,3050000.0,1523.0,190625.0,,47648.0,0.0001737632,0.1,0.98627794 +4217.8,3337.387,-0.003034267,2002.6178,3060000.0,1528.0,191250.0,,47808.0,0.0001735072,0.1,0.89021325 +4156.9,3348.759,0.00399131,2003.9165,3070000.0,1532.0,191875.0,,47968.0,0.0001732512,0.1,0.91548073 +4132.0,3359.5579,0.007034662,2005.2084,3080000.0,1536.0,192500.0,,48096.0,0.0001730464,0.1,0.94972914 +4151.95,3370.4226,0.025257962,2005.1914,3090000.0,1541.0,193125.0,,48256.0,0.0001727904,0.1,0.8752724 +4085.7,3380.1108,-0.0067630066,2006.4725,3100000.0,1545.0,193750.0,,48416.0,0.0001725344,0.1,0.91556853 +4085.7,3389.6138,0.028551167,2006.4517,3110000.0,1550.0,194375.0,,48576.0,0.0001722784,0.1,0.9236193 +4139.15,3399.581,0.029915238,2006.4309,3120000.0,1555.0,195000.0,,48736.0,0.0001720224,0.1,0.9008538 +4161.05,3408.6125,-0.0041294405,2006.4103,3130000.0,1560.0,195625.0,,48896.0,0.0001717664,0.1,0.9448404 +4110.3,3417.2642,0.00767703,2006.3898,3140000.0,1565.0,196250.0,,49056.0,0.0001715104,0.1,0.94300437 +4055.7,3425.661,0.026407378,2006.3694,3150000.0,1570.0,196875.0,,49216.0,0.0001712544,0.1,0.862075 +4010.8,3434.2737,0.0047135237,2006.3492,3160000.0,1575.0,197500.0,,49344.0,0.0001710496,0.1,0.93667054 +4040.3,3443.6414,0.039768703,2007.5997,3170000.0,1579.0,198125.0,,49504.0,0.0001707936,0.1,0.97894305 +4114.75,3453.4968,0.009299735,2007.5758,3180000.0,1584.0,198750.0,,49664.0,0.0001705376,0.1,0.9767959 +4093.55,3463.7512,0.005836527,2007.5519,3190000.0,1589.0,199375.0,,49824.0,0.0001702816,0.1,1.0210098 +4085.5,3475.6182,0.018310472,2007.5282,3200000.0,1594.0,200000.0,,49984.0,0.0001700256,0.1,0.9606166 +4068.55,3487.0178,0.009376612,2008.761,3210000.0,1598.0,200625.0,,50144.0,0.0001697696,0.1,0.994183 +4081.0,3500.6,0.016773673,2007.4813,3220000.0,1604.0,201250.0,,50304.0,0.0001695136,0.1,0.9837631 +4110.55,3515.1765,0.0066963956,2007.458,3230000.0,1609.0,201875.0,,50464.0,0.0001692576,0.1,0.9663632 +4129.15,3529.6685,0.015581224,2008.6794,3240000.0,1613.0,202500.0,,50624.0,0.0001690016,0.1,0.94005066 +4049.7,3543.2046,0.02533687,2009.8949,3250000.0,1617.0,203125.0,,50752.0,0.0001687968,0.1,0.97286946 +4046.35,3556.5383,0.010245991,2009.8644,3260000.0,1622.0,203750.0,,50912.0,0.0001685408,0.1,0.92311764 +4068.75,3570.1619,0.0010213093,2009.8341,3270000.0,1627.0,204375.0,,51072.0,0.0001682848,0.1,0.93071884 +4048.6,3583.152,0.013991203,2009.804,3280000.0,1632.0,205000.0,,51232.0,0.0001680288,0.1,0.85454005 +4062.5,3594.9958,0.021189276,2009.7739,3290000.0,1637.0,205625.0,,51392.0,0.0001677728,0.1,0.8736111 +3985.6,3606.0703,1.790293e-05,2010.9689,3300000.0,1641.0,206250.0,,51552.0,0.0001675168,0.1,0.9512436 +4042.15,3617.5615,-0.0005026803,2010.9355,3310000.0,1646.0,206875.0,,51712.0,0.0001672608,0.1,0.94097877 +4035.75,3629.6357,0.018107403,2010.9025,3320000.0,1651.0,207500.0,,51872.0,0.0001670048,0.1,0.93732214 +4012.35,3640.6353,0.020217288,2012.0846,3330000.0,1655.0,208125.0,,52000.0,0.0001668,0.1,0.9305234 +4012.1,3651.2244,-0.003988021,2012.0482,3340000.0,1660.0,208750.0,,52160.0,0.000166544,0.1,0.94000804 +3970.55,3662.0615,0.020282287,2013.2212,3350000.0,1664.0,209375.0,,52320.0,0.000166288,0.1,0.92810875 +3934.35,3672.2698,0.018591667,2013.1815,3360000.0,1669.0,210000.0,,52480.0,0.000166032,0.1,0.9913837 +4037.7,3684.4338,0.013636889,2014.3455,3370000.0,1673.0,210625.0,,52640.0,0.000165776,0.1,0.9359776 +4050.15,3696.738,0.0033201321,2014.3027,3380000.0,1678.0,211250.0,,52800.0,0.00016552,0.1,0.9985231 +4037.65,3709.5625,0.030770618,2014.2603,3390000.0,1683.0,211875.0,,52960.0,0.000165264,0.1,0.88417625 +4087.05,3723.2424,0.0034409207,2014.218,3400000.0,1688.0,212500.0,,53120.0,0.000165008,0.1,0.92768395 +4131.7,3737.0042,0.010686811,2014.176,3410000.0,1693.0,213125.0,,53280.0,0.000164752,0.1,0.99042225 +4096.65,3750.1765,0.018366594,2015.3212,3420000.0,1697.0,213750.0,,53408.0,0.0001645472,0.1,0.9169187 +4142.7,3764.0696,0.01698358,2014.0928,3430000.0,1703.0,214375.0,,53568.0,0.0001642912,0.1,0.9059817 +4056.7,3776.453,0.02855582,2014.0515,3440000.0,1708.0,215000.0,,53728.0,0.0001640352,0.1,1.0098462 +4127.05,3788.829,-0.0007709252,2015.1869,3450000.0,1712.0,215625.0,,53888.0,0.0001637792,0.1,0.91267043 +4179.0,3801.2993,0.026155632,2015.1427,3460000.0,1717.0,216250.0,,54048.0,0.0001635232,0.1,0.95317507 +4194.9,3812.503,0.035702407,2015.0988,3470000.0,1722.0,216875.0,,54208.0,0.0001632672,0.1,0.923967 +4155.55,3823.001,0.012043132,2016.2225,3480000.0,1726.0,217500.0,,54368.0,0.0001630112,0.1,0.8884721 +4057.55,3832.6443,0.0058964854,2016.1757,3490000.0,1731.0,218125.0,,54528.0,0.0001627552,0.1,0.9693498 +3989.35,3840.5293,0.011295068,2016.129,3500000.0,1736.0,218750.0,,54656.0,0.0001625504,0.1,0.9813956 +4000.35,3848.1606,0.0034322208,2017.2413,3510000.0,1740.0,219375.0,,54816.0,0.0001622944,0.1,0.9126007 +4048.2,3856.5413,0.0082719205,2017.192,3520000.0,1745.0,220000.0,,54976.0,0.0001620384,0.1,0.92335016 +4100.75,3864.3987,0.033406336,2018.2961,3530000.0,1749.0,220625.0,,55136.0,0.0001617824,0.1,0.88627577 +4094.05,3871.6028,-0.003441595,2018.244,3540000.0,1754.0,221250.0,,55296.0,0.0001615264,0.1,0.9167737 +4181.65,3879.5906,0.0046282583,2018.1921,3550000.0,1759.0,221875.0,,55456.0,0.0001612704,0.1,0.92400503 +4196.05,3887.319,0.012761153,2018.1406,3560000.0,1764.0,222500.0,,55616.0,0.0001610144,0.1,0.93822885 +4229.2,3897.6782,0.03995059,2018.0894,3570000.0,1769.0,223125.0,,55776.0,0.0001607584,0.1,0.8712134 +4324.9,3908.59,0.025050227,2019.1765,3580000.0,1773.0,223750.0,,55936.0,0.0001605024,0.1,1.0093536 +4324.9,3919.4165,0.0021397462,2020.2589,3590000.0,1777.0,224375.0,,56064.0,0.0001602976,0.1,0.99116033 +4304.95,3930.7957,0.054764953,2020.202,3600000.0,1782.0,225000.0,,56224.0,0.0001600416,0.1,0.8754154 +4378.05,3943.8357,0.0010209808,2020.1455,3610000.0,1787.0,225625.0,,56384.0,0.0001597856,0.1,0.884989 +4415.15,3955.6082,0.027477982,2020.0892,3620000.0,1792.0,226250.0,,56544.0,0.0001595296,0.1,0.8708099 +4379.0,3967.4543,0.035125386,2020.0334,3630000.0,1797.0,226875.0,,56704.0,0.0001592736,0.1,0.84163046 +4391.95,3979.038,0.009148014,2019.9778,3640000.0,1802.0,227500.0,,56864.0,0.0001590176,0.1,0.8873671 +4497.0,3990.4272,-0.0071470765,2021.041,3650000.0,1806.0,228125.0,,57024.0,0.0001587616,0.1,0.8697045 +4357.15,4000.2727,0.013760087,2020.9829,3660000.0,1811.0,228750.0,,57184.0,0.0001585056,0.1,0.88711226 +4406.7,4010.4834,-0.006412356,2022.0386,3670000.0,1815.0,229375.0,,57312.0,0.0001583008,0.1,0.9449643 +4443.0,4020.5896,0.021513533,2021.978,3680000.0,1820.0,230000.0,,57472.0,0.0001580448,0.1,0.9202852 +4345.65,4029.1475,0.015056576,2023.0264,3690000.0,1824.0,230625.0,,57632.0,0.0001577888,0.1,0.92104924 +4287.8,4037.088,0.0048598135,2022.9634,3700000.0,1829.0,231250.0,,57792.0,0.0001575328,0.1,0.81523234 +4248.35,4044.3772,0.014017725,2022.9008,3710000.0,1834.0,231875.0,,57952.0,0.0001572768,0.1,0.8987298 +4263.45,4052.3557,0.00482569,2022.8385,3720000.0,1839.0,232500.0,,58112.0,0.0001570208,0.1,0.87621135 +4296.25,4060.7266,0.019216424,2022.7766,3730000.0,1844.0,233125.0,,58272.0,0.0001567648,0.1,0.83408797 +4328.3,4069.164,0.017846048,2022.715,3740000.0,1849.0,233750.0,,58432.0,0.0001565088,0.1,0.84225 +4432.7,4079.2087,0.0027744402,2022.6537,3750000.0,1854.0,234375.0,,58592.0,0.0001562528,0.1,0.88512635 +4484.3,4089.3818,0.020130098,2023.6814,3760000.0,1858.0,235000.0,,58720.0,0.000156048,0.1,0.87034583 +4447.45,4098.802,0.0059085744,2023.6178,3770000.0,1863.0,235625.0,,58880.0,0.000155792,0.1,0.9140119 +4565.85,4108.8965,-0.0029078345,2023.5546,3780000.0,1868.0,236250.0,,59040.0,0.000155536,0.1,0.85118157 +4514.6,4117.215,0.014746333,2024.5726,3790000.0,1872.0,236875.0,,59200.0,0.00015528,0.1,0.83917004 +4509.6,4125.234,0.015762974,2024.5072,3800000.0,1877.0,237500.0,,59360.0,0.000155024,0.1,0.7996331 +4517.3,4134.2495,0.01557119,2024.4421,3810000.0,1882.0,238125.0,,59520.0,0.000154768,0.1,0.8156804 +4611.85,4144.61,-0.0027967098,2024.3773,3820000.0,1887.0,238750.0,,59680.0,0.000154512,0.1,0.81749976 +4606.15,4153.5576,0.011564714,2024.3129,3830000.0,1892.0,239375.0,,59840.0,0.000154256,0.1,0.8478582 +4678.95,4163.0786,0.02131221,2024.2488,3840000.0,1897.0,240000.0,,60000.0,0.000154,0.1,0.8591809 +4570.1,4171.459,0.013155483,2025.2499,3850000.0,1901.0,240625.0,,60128.0,0.0001537952,0.1,0.90293217 +4541.1,4179.3867,0.02014637,2024.1217,3860000.0,1907.0,241250.0,,60288.0,0.0001535392,0.1,0.91429186 +4521.6,4186.708,0.012210705,2024.0586,3870000.0,1912.0,241875.0,,60448.0,0.0001532832,0.1,0.85506 +4451.15,4192.383,0.018600263,2025.0522,3880000.0,1916.0,242500.0,,60608.0,0.0001530272,0.1,0.8314929 +4571.6,4198.398,0.007619102,2024.9869,3890000.0,1921.0,243125.0,,60768.0,0.0001527712,0.1,0.84150267 +4612.5,4204.144,0.038648266,2024.9221,3900000.0,1926.0,243750.0,,60928.0,0.0001525152,0.1,0.79326457 +4633.6,4209.6416,0.042010535,2024.8575,3910000.0,1931.0,244375.0,,61088.0,0.0001522592,0.1,0.8540009 +4782.85,4216.514,0.0050481725,2025.8398,3920000.0,1935.0,245000.0,,61248.0,0.0001520032,0.1,0.8732661 +4701.4,4223.333,0.024977561,2026.818,3930000.0,1939.0,245625.0,,61376.0,0.0001517984,0.1,0.9188671 +4595.6,4229.0938,0.003859574,2026.749,3940000.0,1944.0,246250.0,,61536.0,0.0001515424,0.1,0.87500924 +4603.85,4234.864,0.022727707,2026.6803,3950000.0,1949.0,246875.0,,61696.0,0.0001512864,0.1,0.87251616 +4514.85,4240.0913,0.02431498,2027.6498,3960000.0,1953.0,247500.0,,61856.0,0.0001510304,0.1,0.86407816 +4514.85,4244.785,0.027089052,2027.5791,3970000.0,1958.0,248125.0,,62016.0,0.0001507744,0.1,0.7823654 +4573.4,4250.524,0.032919284,2027.5089,3980000.0,1963.0,248750.0,,62176.0,0.0001505184,0.1,0.88954556 +4625.3,4256.1714,0.02243077,2027.439,3990000.0,1968.0,249375.0,,62336.0,0.0001502624,0.1,0.81281435 +4699.8,4262.2793,0.014626889,2028.3976,4000000.0,1972.0,250000.0,,62496.0,0.0001500064,0.1,0.79931986 +4739.35,4268.9604,0.013683904,2028.3258,4010000.0,1977.0,250625.0,,62656.0,0.0001497504,0.1,0.867289 +4749.4,4274.4326,0.010357707,2029.2782,4020000.0,1981.0,251250.0,,62784.0,0.0001495456,0.1,0.88429713 +4724.85,4280.156,0.038497612,2029.2045,4030000.0,1986.0,251875.0,,62944.0,0.0001492896,0.1,0.83329237 +4793.3,4285.9185,0.028656391,2029.1311,4040000.0,1991.0,252500.0,,63104.0,0.0001490336,0.1,0.86258674 +4790.0,4291.649,0.011312996,2029.0581,4050000.0,1996.0,253125.0,,63264.0,0.0001487776,0.1,0.7981305 +4783.35,4297.304,0.051333494,2028.9855,4060000.0,2001.0,253750.0,,63424.0,0.0001485216,0.1,0.8708566 +4808.05,4303.816,0.014704565,2028.9132,4070000.0,2006.0,254375.0,,63584.0,0.0001482656,0.1,0.86450064 +4787.8,4310.374,0.024019103,2028.8414,4080000.0,2011.0,255000.0,,63744.0,0.0001480096,0.1,0.8373871 +4744.7,4316.3013,0.013289629,2029.7767,4090000.0,2015.0,255625.0,,63904.0,0.0001477536,0.1,0.8651534 +4709.1,4322.535,0.005807082,2029.703,4100000.0,2020.0,256250.0,,64032.0,0.0001475488,0.1,0.8027692 +4652.35,4328.2017,0.0136956135,2029.6296,4110000.0,2025.0,256875.0,,64192.0,0.0001472928,0.1,0.9437756 +4716.15,4333.9717,0.010776671,2029.5566,4120000.0,2030.0,257500.0,,64352.0,0.0001470368,0.1,0.83543384 +4633.0,4338.6914,-0.0024891023,2029.484,4130000.0,2035.0,258125.0,,64512.0,0.0001467808,0.1,0.90285194 +4656.35,4344.152,0.019276602,2029.4117,4140000.0,2040.0,258750.0,,64672.0,0.0001465248,0.1,0.8261828 +4671.55,4350.3105,0.023266837,2030.3326,4150000.0,2044.0,259375.0,,64832.0,0.0001462688,0.1,0.79849666 +4701.4,4357.2163,0.021704553,2030.2587,4160000.0,2049.0,260000.0,,64992.0,0.0001460128,0.1,0.8211112 +4707.85,4363.892,0.022837438,2030.185,4170000.0,2054.0,260625.0,,65152.0,0.0001457568,0.1,0.8581655 +4716.05,4369.905,0.016836768,2031.0981,4180000.0,2058.0,261250.0,,65312.0,0.0001455008,0.1,0.80600005 +4683.55,4375.805,0.007172049,2032.0078,4190000.0,2062.0,261875.0,,65440.0,0.000145296,0.1,0.94097614 +4719.65,4382.1465,0.013734208,2031.9303,4200000.0,2067.0,262500.0,,65600.0,0.00014504,0.1,0.8724724 +4655.3,4388.014,0.02097981,2031.8533,4210000.0,2072.0,263125.0,,65760.0,0.000144784,0.1,0.86147296 +4563.45,4392.8384,0.010225483,2031.7766,4220000.0,2077.0,263750.0,,65920.0,0.000144528,0.1,0.8810544 +4403.55,4395.7686,0.0109490305,2031.7003,4230000.0,2082.0,264375.0,,66080.0,0.000144272,0.1,0.86523795 +4370.9,4398.186,0.004900096,2031.6244,4240000.0,2087.0,265000.0,,66240.0,0.000144016,0.1,0.8417503 +4392.55,4401.6143,0.03296086,2032.5204,4250000.0,2091.0,265625.0,,66400.0,0.00014376,0.1,0.8304234 +4441.45,4405.5654,0.0020189832,2032.4427,4260000.0,2096.0,266250.0,,66560.0,0.000143504,0.1,0.84296083 +4510.8,4409.986,0.022460287,2033.3334,4270000.0,2100.0,266875.0,,66688.0,0.0001432992,0.1,0.8770325 +4532.35,4414.823,0.01335128,2033.2542,4280000.0,2105.0,267500.0,,66848.0,0.0001430432,0.1,0.8633696 +4579.6,4419.994,0.024470802,2033.1754,4290000.0,2110.0,268125.0,,67008.0,0.0001427872,0.1,0.89401805 +4570.65,4425.8447,-0.004802522,2033.0969,4300000.0,2115.0,268750.0,,67168.0,0.0001425312,0.1,0.8130747 +4554.05,4430.964,0.0061436207,2033.0189,4310000.0,2120.0,269375.0,,67328.0,0.0001422752,0.1,0.89749444 +4554.05,4436.147,0.030110791,2032.9412,4320000.0,2125.0,270000.0,,67488.0,0.0001420192,0.1,0.8526033 +4512.65,4441.15,0.0013134566,2033.8187,4330000.0,2129.0,270625.0,,67648.0,0.0001417632,0.1,0.8316161 +4568.35,4446.7124,0.044394158,2033.7395,4340000.0,2134.0,271250.0,,67808.0,0.0001415072,0.1,0.8732021 +4602.65,4453.033,0.04479201,2033.6606,4350000.0,2139.0,271875.0,,67968.0,0.0001412512,0.1,0.774549 +4584.75,4459.537,0.032364983,2034.531,4360000.0,2143.0,272500.0,,68096.0,0.0001410464,0.1,0.7978723 +4580.45,4464.9644,0.011232837,2035.3982,4370000.0,2147.0,273125.0,,68256.0,0.0001407904,0.1,0.7902138 +4557.65,4470.0396,0.02399034,2035.316,4380000.0,2152.0,273750.0,,68416.0,0.0001405344,0.1,0.83616227 +4566.3,4475.326,0.011620404,2035.2341,4390000.0,2157.0,274375.0,,68576.0,0.0001402784,0.1,0.839729 +4521.9,4479.675,0.0013759806,2036.0944,4400000.0,2161.0,275000.0,,68736.0,0.0001400224,0.1,0.78171575 +4602.95,4484.387,0.018993117,2036.0111,4410000.0,2166.0,275625.0,,68896.0,0.0001397664,0.1,0.78112006 +4666.1,4490.0815,0.004991492,2035.9281,4420000.0,2171.0,276250.0,,69056.0,0.0001395104,0.1,0.81116235 +4666.1,4495.3154,0.020369979,2035.8456,4430000.0,2176.0,276875.0,,69216.0,0.0001392544,0.1,0.8131974 +4652.0,4501.268,0.013802841,2036.6973,4440000.0,2180.0,277500.0,,69344.0,0.0001390496,0.1,0.82254875 +4779.8,4507.7964,0.028389785,2036.6133,4450000.0,2185.0,278125.0,,69504.0,0.0001387936,0.1,0.74316674 +4866.45,4514.6704,0.016972438,2037.4601,4460000.0,2189.0,278750.0,,69664.0,0.0001385376,0.1,0.80514634 +4866.45,4521.3857,0.012008462,2037.3746,4470000.0,2194.0,279375.0,,69824.0,0.0001382816,0.1,0.8513259 +4901.85,4528.849,0.043985453,2037.2897,4480000.0,2199.0,280000.0,,69984.0,0.0001380256,0.1,0.7339431 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+2719.05,2382.782,5.2324496e-05,1975.3086,2400000.0,1215.0,150000.0,,37472.0,0.0001900448,0.1,1.0338506 +2755.55,2391.7583,-0.0035745539,1975.4098,2410000.0,1220.0,150625.0,,37632.0,0.0001897888,0.1,1.0662379 +2779.4,2401.1804,-0.0019185126,1975.5103,2420000.0,1225.0,151250.0,,37792.0,0.0001895328,0.1,0.99293864 +2753.35,2409.9153,-0.0039011869,1974.0049,2430000.0,1231.0,151875.0,,37952.0,0.0001892768,0.1,1.0258435 +2818.4,2418.868,-0.008496594,1974.11,2440000.0,1236.0,152500.0,,38112.0,0.0001890208,0.1,0.9495417 +2889.45,2428.7654,0.0007621582,1974.2144,2450000.0,1241.0,153125.0,,38272.0,0.0001887648,0.1,0.96812975 +2931.95,2439.1482,0.02277005,1975.9036,2460000.0,1245.0,153750.0,,38432.0,0.0001885088,0.1,1.0102794 +3074.55,2450.9497,0.002333076,1976.0,2470000.0,1250.0,154375.0,,38592.0,0.0001882528,0.1,1.0087693 +3105.8,2462.8105,0.004770802,1977.6715,2480000.0,1254.0,155000.0,,38720.0,0.000188048,0.1,1.0071807 +3093.2,2474.9624,-0.0016200943,1977.7601,2490000.0,1259.0,155625.0,,38880.0,0.000187792,0.1,0.983852 +3200.85,2487.353,0.007719725,1979.4141,2500000.0,1263.0,156250.0,,39040.0,0.000187536,0.1,0.9885472 +3237.2,2500.09,0.008257803,1979.4952,2510000.0,1268.0,156875.0,,39200.0,0.00018728,0.1,0.9850308 +3210.1,2512.6318,0.009810307,1979.5758,2520000.0,1273.0,157500.0,,39360.0,0.000187024,0.1,0.9802594 +3315.0,2526.022,-0.010411515,1979.6558,2530000.0,1278.0,158125.0,,39520.0,0.000186768,0.1,1.0504621 +3373.65,2539.7764,0.00482239,1981.2793,2540000.0,1282.0,158750.0,,39680.0,0.000186512,0.1,1.0069718 +3382.9,2553.0857,0.0029228572,1981.3519,2550000.0,1287.0,159375.0,,39840.0,0.000186256,0.1,0.9257165 +3423.2,2567.2996,0.03434899,1981.4242,2560000.0,1292.0,160000.0,,40000.0,0.000186,0.1,0.935524 +3193.3,2578.4187,0.019942312,1983.0247,2570000.0,1296.0,160625.0,,40128.0,0.0001857952,0.1,1.0084388 +3233.7,2590.4946,0.0018366887,1983.09,2580000.0,1301.0,161250.0,,40288.0,0.0001855392,0.1,0.9308517 +3242.25,2602.2937,0.003804589,1984.6743,2590000.0,1305.0,161875.0,,40448.0,0.0001852832,0.1,1.0038862 +3167.05,2613.41,0.00903541,1984.7328,2600000.0,1310.0,162500.0,,40608.0,0.0001850272,0.1,0.9349375 +3074.05,2625.0522,0.010422976,1984.7909,2610000.0,1315.0,163125.0,,40768.0,0.0001847712,0.1,0.9545921 +3237.9,2638.4968,0.0035054944,1984.8485,2620000.0,1320.0,163750.0,,40928.0,0.0001845152,0.1,0.93865347 +3194.35,2651.886,0.007814944,1986.4048,2630000.0,1324.0,164375.0,,41088.0,0.0001842592,0.1,0.92749476 +3233.6,2666.4724,0.012849608,1986.4559,2640000.0,1329.0,165000.0,,41248.0,0.0001840032,0.1,0.91130745 +3358.05,2682.6592,0.026135487,1987.997,2650000.0,1333.0,165625.0,,41376.0,0.0001837984,0.1,0.9853158 +3372.6,2698.811,-0.00022228877,1988.0419,2660000.0,1338.0,166250.0,,41536.0,0.0001835424,0.1,1.0329038 +3385.65,2715.863,-7.904193e-05,1988.0864,2670000.0,1343.0,166875.0,,41696.0,0.0001832864,0.1,0.9135238 +3432.4,2733.0635,0.011036195,1988.1306,2680000.0,1348.0,167500.0,,41856.0,0.0001830304,0.1,0.91780674 +3489.85,2751.8584,0.01373646,1989.645,2690000.0,1352.0,168125.0,,42016.0,0.0001827744,0.1,0.8608421 +3493.8,2771.0383,0.031524904,1989.6831,2700000.0,1357.0,168750.0,,42176.0,0.0001825184,0.1,0.87487024 +3519.4,2790.172,0.0028784806,1989.721,2710000.0,1362.0,169375.0,,42336.0,0.0001822624,0.1,0.83730394 +3465.6,2808.4824,0.00932651,1989.7585,2720000.0,1367.0,170000.0,,42496.0,0.0001820064,0.1,0.8688638 +3459.15,2826.4707,0.0037318259,1991.2473,2730000.0,1371.0,170625.0,,42656.0,0.0001817504,0.1,0.81578153 +3484.55,2844.0632,0.026492624,1991.279,2740000.0,1376.0,171250.0,,42784.0,0.0001815456,0.1,0.8191246 +3428.2,2861.7756,0.011715718,1991.3107,2750000.0,1381.0,171875.0,,42944.0,0.0001812896,0.1,0.87239563 +3467.0,2879.9958,0.024991488,1992.7798,2760000.0,1385.0,172500.0,,43104.0,0.0001810336,0.1,0.92094654 +3505.45,2898.9062,0.0008865326,1992.8058,2770000.0,1390.0,173125.0,,43264.0,0.0001807776,0.1,0.9176027 +3556.4,2918.569,0.01323309,1992.8315,2780000.0,1395.0,173750.0,,43424.0,0.0001805216,0.1,0.85931623 +3682.75,2938.6829,0.02170035,1992.8572,2790000.0,1400.0,174375.0,,43584.0,0.0001802656,0.1,0.8841811 +3707.65,2958.1487,0.010429229,1994.302,2800000.0,1404.0,175000.0,,43744.0,0.0001800096,0.1,0.83448815 +3615.8,2975.9812,0.018350331,1994.3223,2810000.0,1409.0,175625.0,,43904.0,0.0001797536,0.1,0.88901484 +3575.8,2992.682,0.006254963,1995.7537,2820000.0,1413.0,176250.0,,44032.0,0.0001795488,0.1,0.89340925 +3711.35,3010.2524,0.028431104,1997.1771,2830000.0,1417.0,176875.0,,44192.0,0.0001792928,0.1,0.9343269 +3726.85,3027.8013,0.018642178,1997.187,2840000.0,1422.0,177500.0,,44352.0,0.0001790368,0.1,0.93270034 +3732.05,3045.2412,0.010069451,1997.1969,2850000.0,1427.0,178125.0,,44512.0,0.0001787808,0.1,0.91226065 +3748.35,3062.4316,0.015874084,1997.2067,2860000.0,1432.0,178750.0,,44672.0,0.0001785248,0.1,0.85052645 +3789.45,3079.1328,-0.003730902,1998.6073,2870000.0,1436.0,179375.0,,44832.0,0.0001782688,0.1,0.8501787 +3883.7,3096.1921,0.021546783,1998.612,2880000.0,1441.0,180000.0,,44992.0,0.0001780128,0.1,0.91464597 +3970.1,3113.71,0.035179276,1998.6168,2890000.0,1446.0,180625.0,,45152.0,0.0001777568,0.1,0.9049727 +4037.9,3130.5503,0.013753252,1997.2452,2900000.0,1452.0,181250.0,,45312.0,0.0001775008,0.1,0.92745215 +4083.85,3148.045,0.004519031,1998.6263,2910000.0,1456.0,181875.0,,45440.0,0.000177296,0.1,0.9263669 +4095.6,3165.154,0.020961497,1998.6311,2920000.0,1461.0,182500.0,,45600.0,0.00017704,0.1,0.93528163 +4019.5,3179.2603,0.0072124577,1998.6357,2930000.0,1466.0,183125.0,,45760.0,0.000176784,0.1,0.98028815 +4019.5,3192.509,0.017810998,1998.6404,2940000.0,1471.0,183750.0,,45920.0,0.000176528,0.1,0.911464 +4026.9,3205.925,0.029724002,1998.645,2950000.0,1476.0,184375.0,,46080.0,0.000176272,0.1,0.9411578 +3992.1,3217.9531,0.0031531807,1998.6495,2960000.0,1481.0,185000.0,,46240.0,0.000176016,0.1,0.9481948 +4045.45,3229.5376,0.010210753,1997.31,2970000.0,1487.0,185625.0,,46400.0,0.00017576,0.1,0.90892327 +3999.5,3240.2393,-0.003420528,1998.6586,2980000.0,1491.0,186250.0,,46560.0,0.000175504,0.1,0.9503759 +4060.6,3251.9038,0.00582786,2000.0,2990000.0,1495.0,186875.0,,46688.0,0.0001752992,0.1,0.962262 +4089.0,3263.9954,-0.0045209806,2000.0,3000000.0,1500.0,187500.0,,46848.0,0.0001750432,0.1,0.9385065 +4071.25,3276.1296,0.021683922,2000.0,3010000.0,1505.0,188125.0,,47008.0,0.0001747872,0.1,0.8601373 +4202.2,3289.5737,0.03372904,2001.3254,3020000.0,1509.0,188750.0,,47168.0,0.0001745312,0.1,0.9557601 +4152.5,3301.9736,-0.0029662924,2001.321,3030000.0,1514.0,189375.0,,47328.0,0.0001742752,0.1,0.97844726 +4217.0,3314.2747,0.007455046,2001.3167,3040000.0,1519.0,190000.0,,47488.0,0.0001740192,0.1,0.93211544 +4217.0,3325.9888,0.001925947,2002.6263,3050000.0,1523.0,190625.0,,47648.0,0.0001737632,0.1,0.98627794 +4217.8,3337.387,-0.003034267,2002.6178,3060000.0,1528.0,191250.0,,47808.0,0.0001735072,0.1,0.89021325 +4156.9,3348.759,0.00399131,2003.9165,3070000.0,1532.0,191875.0,,47968.0,0.0001732512,0.1,0.91548073 +4132.0,3359.5579,0.007034662,2005.2084,3080000.0,1536.0,192500.0,,48096.0,0.0001730464,0.1,0.94972914 +4151.95,3370.4226,0.025257962,2005.1914,3090000.0,1541.0,193125.0,,48256.0,0.0001727904,0.1,0.8752724 +4085.7,3380.1108,-0.0067630066,2006.4725,3100000.0,1545.0,193750.0,,48416.0,0.0001725344,0.1,0.91556853 +4085.7,3389.6138,0.028551167,2006.4517,3110000.0,1550.0,194375.0,,48576.0,0.0001722784,0.1,0.9236193 +4139.15,3399.581,0.029915238,2006.4309,3120000.0,1555.0,195000.0,,48736.0,0.0001720224,0.1,0.9008538 +4161.05,3408.6125,-0.0041294405,2006.4103,3130000.0,1560.0,195625.0,,48896.0,0.0001717664,0.1,0.9448404 +4110.3,3417.2642,0.00767703,2006.3898,3140000.0,1565.0,196250.0,,49056.0,0.0001715104,0.1,0.94300437 +4055.7,3425.661,0.026407378,2006.3694,3150000.0,1570.0,196875.0,,49216.0,0.0001712544,0.1,0.862075 +4010.8,3434.2737,0.0047135237,2006.3492,3160000.0,1575.0,197500.0,,49344.0,0.0001710496,0.1,0.93667054 +4040.3,3443.6414,0.039768703,2007.5997,3170000.0,1579.0,198125.0,,49504.0,0.0001707936,0.1,0.97894305 +4114.75,3453.4968,0.009299735,2007.5758,3180000.0,1584.0,198750.0,,49664.0,0.0001705376,0.1,0.9767959 +4093.55,3463.7512,0.005836527,2007.5519,3190000.0,1589.0,199375.0,,49824.0,0.0001702816,0.1,1.0210098 +4085.5,3475.6182,0.018310472,2007.5282,3200000.0,1594.0,200000.0,,49984.0,0.0001700256,0.1,0.9606166 +4068.55,3487.0178,0.009376612,2008.761,3210000.0,1598.0,200625.0,,50144.0,0.0001697696,0.1,0.994183 +4081.0,3500.6,0.016773673,2007.4813,3220000.0,1604.0,201250.0,,50304.0,0.0001695136,0.1,0.9837631 +4110.55,3515.1765,0.0066963956,2007.458,3230000.0,1609.0,201875.0,,50464.0,0.0001692576,0.1,0.9663632 +4129.15,3529.6685,0.015581224,2008.6794,3240000.0,1613.0,202500.0,,50624.0,0.0001690016,0.1,0.94005066 +4049.7,3543.2046,0.02533687,2009.8949,3250000.0,1617.0,203125.0,,50752.0,0.0001687968,0.1,0.97286946 +4046.35,3556.5383,0.010245991,2009.8644,3260000.0,1622.0,203750.0,,50912.0,0.0001685408,0.1,0.92311764 +4068.75,3570.1619,0.0010213093,2009.8341,3270000.0,1627.0,204375.0,,51072.0,0.0001682848,0.1,0.93071884 +4048.6,3583.152,0.013991203,2009.804,3280000.0,1632.0,205000.0,,51232.0,0.0001680288,0.1,0.85454005 +4062.5,3594.9958,0.021189276,2009.7739,3290000.0,1637.0,205625.0,,51392.0,0.0001677728,0.1,0.8736111 +3985.6,3606.0703,1.790293e-05,2010.9689,3300000.0,1641.0,206250.0,,51552.0,0.0001675168,0.1,0.9512436 +4042.15,3617.5615,-0.0005026803,2010.9355,3310000.0,1646.0,206875.0,,51712.0,0.0001672608,0.1,0.94097877 +4035.75,3629.6357,0.018107403,2010.9025,3320000.0,1651.0,207500.0,,51872.0,0.0001670048,0.1,0.93732214 +4012.35,3640.6353,0.020217288,2012.0846,3330000.0,1655.0,208125.0,,52000.0,0.0001668,0.1,0.9305234 +4012.1,3651.2244,-0.003988021,2012.0482,3340000.0,1660.0,208750.0,,52160.0,0.000166544,0.1,0.94000804 +3970.55,3662.0615,0.020282287,2013.2212,3350000.0,1664.0,209375.0,,52320.0,0.000166288,0.1,0.92810875 +3934.35,3672.2698,0.018591667,2013.1815,3360000.0,1669.0,210000.0,,52480.0,0.000166032,0.1,0.9913837 +4037.7,3684.4338,0.013636889,2014.3455,3370000.0,1673.0,210625.0,,52640.0,0.000165776,0.1,0.9359776 +4050.15,3696.738,0.0033201321,2014.3027,3380000.0,1678.0,211250.0,,52800.0,0.00016552,0.1,0.9985231 +4037.65,3709.5625,0.030770618,2014.2603,3390000.0,1683.0,211875.0,,52960.0,0.000165264,0.1,0.88417625 +4087.05,3723.2424,0.0034409207,2014.218,3400000.0,1688.0,212500.0,,53120.0,0.000165008,0.1,0.92768395 +4131.7,3737.0042,0.010686811,2014.176,3410000.0,1693.0,213125.0,,53280.0,0.000164752,0.1,0.99042225 +4096.65,3750.1765,0.018366594,2015.3212,3420000.0,1697.0,213750.0,,53408.0,0.0001645472,0.1,0.9169187 +4142.7,3764.0696,0.01698358,2014.0928,3430000.0,1703.0,214375.0,,53568.0,0.0001642912,0.1,0.9059817 +4056.7,3776.453,0.02855582,2014.0515,3440000.0,1708.0,215000.0,,53728.0,0.0001640352,0.1,1.0098462 +4127.05,3788.829,-0.0007709252,2015.1869,3450000.0,1712.0,215625.0,,53888.0,0.0001637792,0.1,0.91267043 +4179.0,3801.2993,0.026155632,2015.1427,3460000.0,1717.0,216250.0,,54048.0,0.0001635232,0.1,0.95317507 +4194.9,3812.503,0.035702407,2015.0988,3470000.0,1722.0,216875.0,,54208.0,0.0001632672,0.1,0.923967 +4155.55,3823.001,0.012043132,2016.2225,3480000.0,1726.0,217500.0,,54368.0,0.0001630112,0.1,0.8884721 +4057.55,3832.6443,0.0058964854,2016.1757,3490000.0,1731.0,218125.0,,54528.0,0.0001627552,0.1,0.9693498 +3989.35,3840.5293,0.011295068,2016.129,3500000.0,1736.0,218750.0,,54656.0,0.0001625504,0.1,0.9813956 +4000.35,3848.1606,0.0034322208,2017.2413,3510000.0,1740.0,219375.0,,54816.0,0.0001622944,0.1,0.9126007 +4048.2,3856.5413,0.0082719205,2017.192,3520000.0,1745.0,220000.0,,54976.0,0.0001620384,0.1,0.92335016 +4100.75,3864.3987,0.033406336,2018.2961,3530000.0,1749.0,220625.0,,55136.0,0.0001617824,0.1,0.88627577 +4094.05,3871.6028,-0.003441595,2018.244,3540000.0,1754.0,221250.0,,55296.0,0.0001615264,0.1,0.9167737 +4181.65,3879.5906,0.0046282583,2018.1921,3550000.0,1759.0,221875.0,,55456.0,0.0001612704,0.1,0.92400503 +4196.05,3887.319,0.012761153,2018.1406,3560000.0,1764.0,222500.0,,55616.0,0.0001610144,0.1,0.93822885 +4229.2,3897.6782,0.03995059,2018.0894,3570000.0,1769.0,223125.0,,55776.0,0.0001607584,0.1,0.8712134 +4324.9,3908.59,0.025050227,2019.1765,3580000.0,1773.0,223750.0,,55936.0,0.0001605024,0.1,1.0093536 +4324.9,3919.4165,0.0021397462,2020.2589,3590000.0,1777.0,224375.0,,56064.0,0.0001602976,0.1,0.99116033 +4304.95,3930.7957,0.054764953,2020.202,3600000.0,1782.0,225000.0,,56224.0,0.0001600416,0.1,0.8754154 +4378.05,3943.8357,0.0010209808,2020.1455,3610000.0,1787.0,225625.0,,56384.0,0.0001597856,0.1,0.884989 +4415.15,3955.6082,0.027477982,2020.0892,3620000.0,1792.0,226250.0,,56544.0,0.0001595296,0.1,0.8708099 +4379.0,3967.4543,0.035125386,2020.0334,3630000.0,1797.0,226875.0,,56704.0,0.0001592736,0.1,0.84163046 +4391.95,3979.038,0.009148014,2019.9778,3640000.0,1802.0,227500.0,,56864.0,0.0001590176,0.1,0.8873671 +4497.0,3990.4272,-0.0071470765,2021.041,3650000.0,1806.0,228125.0,,57024.0,0.0001587616,0.1,0.8697045 +4357.15,4000.2727,0.013760087,2020.9829,3660000.0,1811.0,228750.0,,57184.0,0.0001585056,0.1,0.88711226 +4406.7,4010.4834,-0.006412356,2022.0386,3670000.0,1815.0,229375.0,,57312.0,0.0001583008,0.1,0.9449643 +4443.0,4020.5896,0.021513533,2021.978,3680000.0,1820.0,230000.0,,57472.0,0.0001580448,0.1,0.9202852 +4345.65,4029.1475,0.015056576,2023.0264,3690000.0,1824.0,230625.0,,57632.0,0.0001577888,0.1,0.92104924 +4287.8,4037.088,0.0048598135,2022.9634,3700000.0,1829.0,231250.0,,57792.0,0.0001575328,0.1,0.81523234 +4248.35,4044.3772,0.014017725,2022.9008,3710000.0,1834.0,231875.0,,57952.0,0.0001572768,0.1,0.8987298 +4263.45,4052.3557,0.00482569,2022.8385,3720000.0,1839.0,232500.0,,58112.0,0.0001570208,0.1,0.87621135 +4296.25,4060.7266,0.019216424,2022.7766,3730000.0,1844.0,233125.0,,58272.0,0.0001567648,0.1,0.83408797 +4328.3,4069.164,0.017846048,2022.715,3740000.0,1849.0,233750.0,,58432.0,0.0001565088,0.1,0.84225 +4432.7,4079.2087,0.0027744402,2022.6537,3750000.0,1854.0,234375.0,,58592.0,0.0001562528,0.1,0.88512635 +4484.3,4089.3818,0.020130098,2023.6814,3760000.0,1858.0,235000.0,,58720.0,0.000156048,0.1,0.87034583 +4447.45,4098.802,0.0059085744,2023.6178,3770000.0,1863.0,235625.0,,58880.0,0.000155792,0.1,0.9140119 +4565.85,4108.8965,-0.0029078345,2023.5546,3780000.0,1868.0,236250.0,,59040.0,0.000155536,0.1,0.85118157 +4514.6,4117.215,0.014746333,2024.5726,3790000.0,1872.0,236875.0,,59200.0,0.00015528,0.1,0.83917004 +4509.6,4125.234,0.015762974,2024.5072,3800000.0,1877.0,237500.0,,59360.0,0.000155024,0.1,0.7996331 +4517.3,4134.2495,0.01557119,2024.4421,3810000.0,1882.0,238125.0,,59520.0,0.000154768,0.1,0.8156804 +4611.85,4144.61,-0.0027967098,2024.3773,3820000.0,1887.0,238750.0,,59680.0,0.000154512,0.1,0.81749976 +4606.15,4153.5576,0.011564714,2024.3129,3830000.0,1892.0,239375.0,,59840.0,0.000154256,0.1,0.8478582 +4678.95,4163.0786,0.02131221,2024.2488,3840000.0,1897.0,240000.0,,60000.0,0.000154,0.1,0.8591809 +4570.1,4171.459,0.013155483,2025.2499,3850000.0,1901.0,240625.0,,60128.0,0.0001537952,0.1,0.90293217 +4541.1,4179.3867,0.02014637,2024.1217,3860000.0,1907.0,241250.0,,60288.0,0.0001535392,0.1,0.91429186 +4521.6,4186.708,0.012210705,2024.0586,3870000.0,1912.0,241875.0,,60448.0,0.0001532832,0.1,0.85506 +4451.15,4192.383,0.018600263,2025.0522,3880000.0,1916.0,242500.0,,60608.0,0.0001530272,0.1,0.8314929 +4571.6,4198.398,0.007619102,2024.9869,3890000.0,1921.0,243125.0,,60768.0,0.0001527712,0.1,0.84150267 +4612.5,4204.144,0.038648266,2024.9221,3900000.0,1926.0,243750.0,,60928.0,0.0001525152,0.1,0.79326457 +4633.6,4209.6416,0.042010535,2024.8575,3910000.0,1931.0,244375.0,,61088.0,0.0001522592,0.1,0.8540009 +4782.85,4216.514,0.0050481725,2025.8398,3920000.0,1935.0,245000.0,,61248.0,0.0001520032,0.1,0.8732661 +4701.4,4223.333,0.024977561,2026.818,3930000.0,1939.0,245625.0,,61376.0,0.0001517984,0.1,0.9188671 +4595.6,4229.0938,0.003859574,2026.749,3940000.0,1944.0,246250.0,,61536.0,0.0001515424,0.1,0.87500924 +4603.85,4234.864,0.022727707,2026.6803,3950000.0,1949.0,246875.0,,61696.0,0.0001512864,0.1,0.87251616 +4514.85,4240.0913,0.02431498,2027.6498,3960000.0,1953.0,247500.0,,61856.0,0.0001510304,0.1,0.86407816 +4514.85,4244.785,0.027089052,2027.5791,3970000.0,1958.0,248125.0,,62016.0,0.0001507744,0.1,0.7823654 +4573.4,4250.524,0.032919284,2027.5089,3980000.0,1963.0,248750.0,,62176.0,0.0001505184,0.1,0.88954556 +4625.3,4256.1714,0.02243077,2027.439,3990000.0,1968.0,249375.0,,62336.0,0.0001502624,0.1,0.81281435 +4699.8,4262.2793,0.014626889,2028.3976,4000000.0,1972.0,250000.0,,62496.0,0.0001500064,0.1,0.79931986 +4739.35,4268.9604,0.013683904,2028.3258,4010000.0,1977.0,250625.0,,62656.0,0.0001497504,0.1,0.867289 +4749.4,4274.4326,0.010357707,2029.2782,4020000.0,1981.0,251250.0,,62784.0,0.0001495456,0.1,0.88429713 +4724.85,4280.156,0.038497612,2029.2045,4030000.0,1986.0,251875.0,,62944.0,0.0001492896,0.1,0.83329237 +4793.3,4285.9185,0.028656391,2029.1311,4040000.0,1991.0,252500.0,,63104.0,0.0001490336,0.1,0.86258674 +4790.0,4291.649,0.011312996,2029.0581,4050000.0,1996.0,253125.0,,63264.0,0.0001487776,0.1,0.7981305 +4783.35,4297.304,0.051333494,2028.9855,4060000.0,2001.0,253750.0,,63424.0,0.0001485216,0.1,0.8708566 +4808.05,4303.816,0.014704565,2028.9132,4070000.0,2006.0,254375.0,,63584.0,0.0001482656,0.1,0.86450064 +4787.8,4310.374,0.024019103,2028.8414,4080000.0,2011.0,255000.0,,63744.0,0.0001480096,0.1,0.8373871 +4744.7,4316.3013,0.013289629,2029.7767,4090000.0,2015.0,255625.0,,63904.0,0.0001477536,0.1,0.8651534 +4709.1,4322.535,0.005807082,2029.703,4100000.0,2020.0,256250.0,,64032.0,0.0001475488,0.1,0.8027692 +4652.35,4328.2017,0.0136956135,2029.6296,4110000.0,2025.0,256875.0,,64192.0,0.0001472928,0.1,0.9437756 +4716.15,4333.9717,0.010776671,2029.5566,4120000.0,2030.0,257500.0,,64352.0,0.0001470368,0.1,0.83543384 +4633.0,4338.6914,-0.0024891023,2029.484,4130000.0,2035.0,258125.0,,64512.0,0.0001467808,0.1,0.90285194 +4656.35,4344.152,0.019276602,2029.4117,4140000.0,2040.0,258750.0,,64672.0,0.0001465248,0.1,0.8261828 +4671.55,4350.3105,0.023266837,2030.3326,4150000.0,2044.0,259375.0,,64832.0,0.0001462688,0.1,0.79849666 +4701.4,4357.2163,0.021704553,2030.2587,4160000.0,2049.0,260000.0,,64992.0,0.0001460128,0.1,0.8211112 +4707.85,4363.892,0.022837438,2030.185,4170000.0,2054.0,260625.0,,65152.0,0.0001457568,0.1,0.8581655 +4716.05,4369.905,0.016836768,2031.0981,4180000.0,2058.0,261250.0,,65312.0,0.0001455008,0.1,0.80600005 +4683.55,4375.805,0.007172049,2032.0078,4190000.0,2062.0,261875.0,,65440.0,0.000145296,0.1,0.94097614 +4719.65,4382.1465,0.013734208,2031.9303,4200000.0,2067.0,262500.0,,65600.0,0.00014504,0.1,0.8724724 +4655.3,4388.014,0.02097981,2031.8533,4210000.0,2072.0,263125.0,,65760.0,0.000144784,0.1,0.86147296 +4563.45,4392.8384,0.010225483,2031.7766,4220000.0,2077.0,263750.0,,65920.0,0.000144528,0.1,0.8810544 +4403.55,4395.7686,0.0109490305,2031.7003,4230000.0,2082.0,264375.0,,66080.0,0.000144272,0.1,0.86523795 +4370.9,4398.186,0.004900096,2031.6244,4240000.0,2087.0,265000.0,,66240.0,0.000144016,0.1,0.8417503 +4392.55,4401.6143,0.03296086,2032.5204,4250000.0,2091.0,265625.0,,66400.0,0.00014376,0.1,0.8304234 +4441.45,4405.5654,0.0020189832,2032.4427,4260000.0,2096.0,266250.0,,66560.0,0.000143504,0.1,0.84296083 +4510.8,4409.986,0.022460287,2033.3334,4270000.0,2100.0,266875.0,,66688.0,0.0001432992,0.1,0.8770325 +4532.35,4414.823,0.01335128,2033.2542,4280000.0,2105.0,267500.0,,66848.0,0.0001430432,0.1,0.8633696 +4579.6,4419.994,0.024470802,2033.1754,4290000.0,2110.0,268125.0,,67008.0,0.0001427872,0.1,0.89401805 +4570.65,4425.8447,-0.004802522,2033.0969,4300000.0,2115.0,268750.0,,67168.0,0.0001425312,0.1,0.8130747 +4554.05,4430.964,0.0061436207,2033.0189,4310000.0,2120.0,269375.0,,67328.0,0.0001422752,0.1,0.89749444 +4554.05,4436.147,0.030110791,2032.9412,4320000.0,2125.0,270000.0,,67488.0,0.0001420192,0.1,0.8526033 +4512.65,4441.15,0.0013134566,2033.8187,4330000.0,2129.0,270625.0,,67648.0,0.0001417632,0.1,0.8316161 +4568.35,4446.7124,0.044394158,2033.7395,4340000.0,2134.0,271250.0,,67808.0,0.0001415072,0.1,0.8732021 +4602.65,4453.033,0.04479201,2033.6606,4350000.0,2139.0,271875.0,,67968.0,0.0001412512,0.1,0.774549 +4584.75,4459.537,0.032364983,2034.531,4360000.0,2143.0,272500.0,,68096.0,0.0001410464,0.1,0.7978723 +4580.45,4464.9644,0.011232837,2035.3982,4370000.0,2147.0,273125.0,,68256.0,0.0001407904,0.1,0.7902138 +4557.65,4470.0396,0.02399034,2035.316,4380000.0,2152.0,273750.0,,68416.0,0.0001405344,0.1,0.83616227 +4566.3,4475.326,0.011620404,2035.2341,4390000.0,2157.0,274375.0,,68576.0,0.0001402784,0.1,0.839729 +4521.9,4479.675,0.0013759806,2036.0944,4400000.0,2161.0,275000.0,,68736.0,0.0001400224,0.1,0.78171575 +4602.95,4484.387,0.018993117,2036.0111,4410000.0,2166.0,275625.0,,68896.0,0.0001397664,0.1,0.78112006 +4666.1,4490.0815,0.004991492,2035.9281,4420000.0,2171.0,276250.0,,69056.0,0.0001395104,0.1,0.81116235 +4666.1,4495.3154,0.020369979,2035.8456,4430000.0,2176.0,276875.0,,69216.0,0.0001392544,0.1,0.8131974 +4652.0,4501.268,0.013802841,2036.6973,4440000.0,2180.0,277500.0,,69344.0,0.0001390496,0.1,0.82254875 +4779.8,4507.7964,0.028389785,2036.6133,4450000.0,2185.0,278125.0,,69504.0,0.0001387936,0.1,0.74316674 +4866.45,4514.6704,0.016972438,2037.4601,4460000.0,2189.0,278750.0,,69664.0,0.0001385376,0.1,0.80514634 +4866.45,4521.3857,0.012008462,2037.3746,4470000.0,2194.0,279375.0,,69824.0,0.0001382816,0.1,0.8513259 +4901.85,4528.849,0.043985453,2037.2897,4480000.0,2199.0,280000.0,,69984.0,0.0001380256,0.1,0.7339431 +4953.5,4537.8086,0.032761842,2038.1299,4490000.0,2203.0,280625.0,,70144.0,0.0001377696,0.1,0.8182603 +4944.0,4547.3545,0.009733862,2038.0435,4500000.0,2208.0,281250.0,,70304.0,0.0001375136,0.1,0.7710606 +5000.25,4557.354,0.028190522,2037.9575,4510000.0,2213.0,281875.0,,70464.0,0.0001372576,0.1,0.8375367 +5104.6,4567.918,0.007928739,2038.7911,4520000.0,2217.0,282500.0,,70624.0,0.0001370016,0.1,0.853111 +5206.95,4578.98,0.028769912,2039.6218,4530000.0,2221.0,283125.0,,70752.0,0.0001367968,0.1,0.8491679 +5291.0,4590.949,0.025488375,2039.5328,4540000.0,2226.0,283750.0,,70912.0,0.0001365408,0.1,0.80142176 +5252.7,4601.6597,0.021105979,2039.4442,4550000.0,2231.0,284375.0,,71072.0,0.0001362848,0.1,0.86033946 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+2997.65,2072.9717,0.0121734105,1985.348,2710000.0,1365.0,169375.0,,42336.0,0.0001822624,0.1,0.95255685 +3065.85,2088.5303,-0.00020208379,1985.4015,2720000.0,1370.0,170000.0,,42496.0,0.0001820064,0.1,0.88352734 +3086.7,2104.282,0.0045251204,1985.4546,2730000.0,1375.0,170625.0,,42656.0,0.0001817504,0.1,0.8591238 +3086.1,2119.229,0.0049414886,1986.947,2740000.0,1379.0,171250.0,,42784.0,0.0001815456,0.1,0.8512416 +3130.0,2134.2144,0.015232694,1986.9943,2750000.0,1384.0,171875.0,,42944.0,0.0001812896,0.1,0.99922 +3181.6,2149.8857,0.02111429,1987.041,2760000.0,1389.0,172500.0,,43104.0,0.0001810336,0.1,0.91256773 +3224.55,2165.8533,0.004413303,1987.0875,2770000.0,1394.0,173125.0,,43264.0,0.0001807776,0.1,0.87191945 +3152.2,2181.2053,-0.0018305978,1988.555,2780000.0,1398.0,173750.0,,43424.0,0.0001805216,0.1,0.91560525 +3107.5,2195.6418,0.024701942,1988.5958,2790000.0,1403.0,174375.0,,43584.0,0.0001802656,0.1,0.91656077 +3089.9,2209.9446,0.028485434,1988.6364,2800000.0,1408.0,175000.0,,43744.0,0.0001800096,0.1,0.8221102 +3043.45,2223.9863,0.01089427,1990.085,2810000.0,1412.0,175625.0,,43904.0,0.0001797536,0.1,0.8620175 +3044.5,2238.0745,0.016689997,1991.5254,2820000.0,1416.0,176250.0,,44032.0,0.0001795488,0.1,0.8084864 +3038.45,2251.6882,0.037060954,1991.5553,2830000.0,1421.0,176875.0,,44192.0,0.0001792928,0.1,0.850549 +3019.2,2264.967,0.01499941,1991.5848,2840000.0,1426.0,177500.0,,44352.0,0.0001790368,0.1,0.86696255 +3152.25,2279.1265,0.03400986,1991.6143,2850000.0,1431.0,178125.0,,44512.0,0.0001787808,0.1,0.83413064 +3103.2,2292.657,0.015638296,1993.0314,2860000.0,1435.0,178750.0,,44672.0,0.0001785248,0.1,0.8253985 +3114.15,2306.1487,-0.0031845048,1993.0555,2870000.0,1440.0,179375.0,,44832.0,0.0001782688,0.1,0.84984285 +3046.55,2318.59,0.017473122,1993.0796,2880000.0,1445.0,180000.0,,44992.0,0.0001780128,0.1,0.8989679 +3044.65,2330.9966,0.0132979,1993.1034,2890000.0,1450.0,180625.0,,45152.0,0.0001777568,0.1,0.80571556 +2998.95,2343.174,0.008471978,1993.1272,2900000.0,1455.0,181250.0,,45312.0,0.0001775008,0.1,0.8426701 +3068.4,2355.5437,0.005293618,1994.5168,2910000.0,1459.0,181875.0,,45440.0,0.000177296,0.1,0.91640884 +3043.0,2367.797,0.0035116954,1994.5355,2920000.0,1464.0,182500.0,,45600.0,0.00017704,0.1,0.87478113 +2977.7,2379.3523,0.005953567,1994.5541,2930000.0,1469.0,183125.0,,45760.0,0.000176784,0.1,0.86828446 +3041.7,2391.3992,0.013202066,1995.9266,2940000.0,1473.0,183750.0,,45920.0,0.000176528,0.1,0.8877954 +3009.9,2403.0874,0.024559073,1995.9404,2950000.0,1478.0,184375.0,,46080.0,0.000176272,0.1,0.9111688 +3093.5,2415.8132,0.004359038,1995.9541,2960000.0,1483.0,185000.0,,46240.0,0.000176016,0.1,0.91919386 +3104.65,2427.3955,0.013897587,1997.31,2970000.0,1487.0,185625.0,,46400.0,0.00017576,0.1,0.84626687 +3121.05,2438.4175,0.034870237,1997.3191,2980000.0,1492.0,186250.0,,46560.0,0.000175504,0.1,0.91888505 +3172.55,2449.7034,0.008979502,1997.328,2990000.0,1497.0,186875.0,,46688.0,0.0001752992,0.1,0.8865016 +3212.9,2461.417,0.008346815,1998.6676,3000000.0,1501.0,187500.0,,46848.0,0.0001750432,0.1,0.86000395 +3147.3,2472.291,0.015116777,1998.672,3010000.0,1506.0,188125.0,,47008.0,0.0001747872,0.1,0.90339315 +3167.55,2482.676,0.0016925957,1998.6764,3020000.0,1511.0,188750.0,,47168.0,0.0001745312,0.1,0.90142953 +3186.4,2493.406,0.025777437,2000.0,3030000.0,1515.0,189375.0,,47328.0,0.0001742752,0.1,0.9262408 +3168.1,2503.536,0.011210995,2000.0,3040000.0,1520.0,190000.0,,47488.0,0.0001740192,0.1,0.89863 +3151.15,2514.582,0.017799709,2001.3124,3050000.0,1524.0,190625.0,,47648.0,0.0001737632,0.1,0.90099895 +3286.95,2526.8115,0.008673051,2001.3081,3060000.0,1529.0,191250.0,,47808.0,0.0001735072,0.1,0.86081105 +3319.45,2540.3025,0.013178449,2001.3038,3070000.0,1534.0,191875.0,,47968.0,0.0001732512,0.1,0.8833045 +3500.5,2556.1,0.023755465,2002.6008,3080000.0,1538.0,192500.0,,48096.0,0.0001730464,0.1,0.86442107 +3455.85,2572.1094,0.0043171598,2002.5924,3090000.0,1543.0,193125.0,,48256.0,0.0001727904,0.1,0.8931167 +3437.5,2588.0098,0.023344478,2002.584,3100000.0,1548.0,193750.0,,48416.0,0.0001725344,0.1,0.8807031 +3418.7,2603.9138,0.015398445,2003.866,3110000.0,1552.0,194375.0,,48576.0,0.0001722784,0.1,0.8859073 +3498.95,2620.5645,0.0166647,2003.8535,3120000.0,1557.0,195000.0,,48736.0,0.0001720224,0.1,0.8816503 +3473.15,2636.156,0.016028017,2005.1249,3130000.0,1561.0,195625.0,,48896.0,0.0001717664,0.1,0.8646492 +3444.75,2651.0024,0.0055876714,2005.1085,3140000.0,1566.0,196250.0,,49056.0,0.0001715104,0.1,0.7992825 +3461.35,2666.5603,0.01782077,2005.0923,3150000.0,1571.0,196875.0,,49216.0,0.0001712544,0.1,0.8485923 +3533.95,2683.0164,0.01890986,2006.3492,3160000.0,1575.0,197500.0,,49344.0,0.0001710496,0.1,0.9547144 +3528.05,2700.6885,0.0053498014,2006.3291,3170000.0,1580.0,198125.0,,49504.0,0.0001707936,0.1,0.8912906 +3558.45,2718.9014,0.03423405,2006.3092,3180000.0,1585.0,198750.0,,49664.0,0.0001705376,0.1,0.81299204 +3686.8,2738.28,-0.007194694,2007.5519,3190000.0,1589.0,199375.0,,49824.0,0.0001702816,0.1,0.9260173 +3737.1,2758.6216,0.011328416,2007.5282,3200000.0,1594.0,200000.0,,49984.0,0.0001700256,0.1,0.8811512 +3856.2,2780.3894,0.011699795,2007.5046,3210000.0,1599.0,200625.0,,50144.0,0.0001697696,0.1,0.89948976 +3870.9,2802.6455,-0.004248414,2007.4813,3220000.0,1604.0,201250.0,,50304.0,0.0001695136,0.1,0.90397406 +3858.35,2823.9954,0.013786656,2007.458,3230000.0,1609.0,201875.0,,50464.0,0.0001692576,0.1,0.84619766 +3847.55,2845.4275,0.018701874,2008.6794,3240000.0,1613.0,202500.0,,50624.0,0.0001690016,0.1,0.8683996 +3920.85,2866.9304,0.012690156,2008.6527,3250000.0,1618.0,203125.0,,50752.0,0.0001687968,0.1,0.8740742 +3895.7,2888.1538,0.041874573,2009.8644,3260000.0,1622.0,203750.0,,50912.0,0.0001685408,0.1,0.8698449 +3912.0,2909.2034,0.0011613334,2009.8341,3270000.0,1627.0,204375.0,,51072.0,0.0001682848,0.1,0.8739359 +3931.8,2930.2341,0.019007144,2009.804,3280000.0,1632.0,205000.0,,51232.0,0.0001680288,0.1,0.7471515 +3985.7,2951.4307,0.025943564,2009.7739,3290000.0,1637.0,205625.0,,51392.0,0.0001677728,0.1,0.80151653 +3930.85,2971.856,0.0035021398,2009.7443,3300000.0,1642.0,206250.0,,51552.0,0.0001675168,0.1,0.8937031 +4020.6,2992.3125,0.025126398,2010.9355,3310000.0,1646.0,206875.0,,51712.0,0.0001672608,0.1,0.85773396 +4095.1,3013.297,0.01662793,2010.9025,3320000.0,1651.0,207500.0,,51872.0,0.0001670048,0.1,0.82278264 +4094.1,3034.4521,0.03572405,2012.0846,3330000.0,1655.0,208125.0,,52000.0,0.0001668,0.1,0.82696396 +4123.7,3056.5256,0.011631278,2012.0482,3340000.0,1660.0,208750.0,,52160.0,0.000166544,0.1,0.8395748 +4133.8,3077.94,0.0074270437,2012.012,3350000.0,1665.0,209375.0,,52320.0,0.000166288,0.1,0.8230648 +4149.4,3098.827,0.037391726,2013.1815,3360000.0,1669.0,210000.0,,52480.0,0.000166032,0.1,0.8674456 +4149.3,3119.6362,0.034209184,2013.1422,3370000.0,1674.0,210625.0,,52640.0,0.000165776,0.1,0.7965664 +4110.4,3140.5288,0.03239104,2013.103,3380000.0,1679.0,211250.0,,52800.0,0.00016552,0.1,0.7712172 +4176.65,3162.0366,0.03470223,2013.0641,3390000.0,1684.0,211875.0,,52960.0,0.000165264,0.1,0.81865245 +4147.7,3183.0361,0.019690288,2014.218,3400000.0,1688.0,212500.0,,53120.0,0.000165008,0.1,0.8315288 +4142.5,3203.3657,0.0018473535,2014.176,3410000.0,1693.0,213125.0,,53280.0,0.000164752,0.1,0.8711822 +4151.15,3223.3584,-0.0032947715,2015.3212,3420000.0,1697.0,213750.0,,53408.0,0.0001645472,0.1,0.84637976 +4122.45,3242.6677,0.042222273,2014.0928,3430000.0,1703.0,214375.0,,53568.0,0.0001642912,0.1,0.86693305 +4161.8,3261.672,0.0055672927,2014.0515,3440000.0,1708.0,215000.0,,53728.0,0.0001640352,0.1,0.83059776 +4099.6,3279.9075,0.0011094207,2015.1869,3450000.0,1712.0,215625.0,,53888.0,0.0001637792,0.1,0.84248626 +4084.5,3297.6665,0.014398291,2015.1427,3460000.0,1717.0,216250.0,,54048.0,0.0001635232,0.1,0.8549352 +4049.7,3314.7925,0.004058228,2015.0988,3470000.0,1722.0,216875.0,,54208.0,0.0001632672,0.1,0.84740615 +3983.95,3331.1052,0.048300594,2015.055,3480000.0,1727.0,217500.0,,54368.0,0.0001630112,0.1,0.8532567 +4002.7,3347.6675,0.012084293,2016.1757,3490000.0,1731.0,218125.0,,54528.0,0.0001627552,0.1,0.8055804 +3999.2,3363.3806,0.012183507,2016.129,3500000.0,1736.0,218750.0,,54656.0,0.0001625504,0.1,0.8244618 +4004.2,3378.4355,0.009142357,2016.0828,3510000.0,1741.0,219375.0,,54816.0,0.0001622944,0.1,0.8480693 +4004.45,3393.2256,-0.002306612,2017.192,3520000.0,1745.0,220000.0,,54976.0,0.0001620384,0.1,0.81128347 +4004.45,3407.8828,0.020836877,2017.1428,3530000.0,1750.0,220625.0,,55136.0,0.0001617824,0.1,0.8526932 +3995.7,3421.7559,0.033475086,2018.244,3540000.0,1754.0,221250.0,,55296.0,0.0001615264,0.1,0.76090455 +3989.4,3435.9365,0.028780764,2018.1921,3550000.0,1759.0,221875.0,,55456.0,0.0001612704,0.1,0.83078635 +4160.35,3451.9766,-0.0055120327,2018.1406,3560000.0,1764.0,222500.0,,55616.0,0.0001610144,0.1,0.8912304 +4135.9,3466.5818,0.028266495,2018.0894,3570000.0,1769.0,223125.0,,55776.0,0.0001607584,0.1,0.84260905 +4031.1,3480.2476,0.014532258,2019.1765,3580000.0,1773.0,223750.0,,55936.0,0.0001605024,0.1,0.8426977 +4093.75,3494.453,-0.005156749,2020.2589,3590000.0,1777.0,224375.0,,56064.0,0.0001602976,0.1,0.8455858 +4076.25,3509.0745,0.01156686,2020.202,3600000.0,1782.0,225000.0,,56224.0,0.0001600416,0.1,0.7342774 +4086.0,3523.074,0.031435974,2020.1455,3610000.0,1787.0,225625.0,,56384.0,0.0001597856,0.1,0.7960707 +4148.3,3536.974,0.008832539,2020.0892,3620000.0,1792.0,226250.0,,56544.0,0.0001595296,0.1,0.8145181 +4217.8,3551.245,0.014157546,2020.0334,3630000.0,1797.0,226875.0,,56704.0,0.0001592736,0.1,0.80126965 +4247.6,3565.34,0.004488478,2021.0994,3640000.0,1801.0,227500.0,,56864.0,0.0001590176,0.1,0.800344 +4242.35,3578.7976,0.03425459,2021.041,3650000.0,1806.0,228125.0,,57024.0,0.0001587616,0.1,0.85275364 +4122.4,3591.0535,0.052634712,2022.0995,3660000.0,1810.0,228750.0,,57184.0,0.0001585056,0.1,0.7703619 +4174.05,3603.5432,0.022995686,2022.0386,3670000.0,1815.0,229375.0,,57312.0,0.0001583008,0.1,0.76297796 +4254.35,3616.559,0.0062868767,2023.0896,3680000.0,1819.0,230000.0,,57472.0,0.0001580448,0.1,0.7975581 +4252.85,3629.436,0.028882017,2023.0264,3690000.0,1824.0,230625.0,,57632.0,0.0001577888,0.1,0.81230086 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+3089.9,2209.9446,0.028485434,1988.6364,2800000.0,1408.0,175000.0,,43744.0,0.0001800096,0.1,0.8221102 +3043.45,2223.9863,0.01089427,1990.085,2810000.0,1412.0,175625.0,,43904.0,0.0001797536,0.1,0.8620175 +3044.5,2238.0745,0.016689997,1991.5254,2820000.0,1416.0,176250.0,,44032.0,0.0001795488,0.1,0.8084864 +3038.45,2251.6882,0.037060954,1991.5553,2830000.0,1421.0,176875.0,,44192.0,0.0001792928,0.1,0.850549 +3019.2,2264.967,0.01499941,1991.5848,2840000.0,1426.0,177500.0,,44352.0,0.0001790368,0.1,0.86696255 +3152.25,2279.1265,0.03400986,1991.6143,2850000.0,1431.0,178125.0,,44512.0,0.0001787808,0.1,0.83413064 +3103.2,2292.657,0.015638296,1993.0314,2860000.0,1435.0,178750.0,,44672.0,0.0001785248,0.1,0.8253985 +3114.15,2306.1487,-0.0031845048,1993.0555,2870000.0,1440.0,179375.0,,44832.0,0.0001782688,0.1,0.84984285 +3046.55,2318.59,0.017473122,1993.0796,2880000.0,1445.0,180000.0,,44992.0,0.0001780128,0.1,0.8989679 +3044.65,2330.9966,0.0132979,1993.1034,2890000.0,1450.0,180625.0,,45152.0,0.0001777568,0.1,0.80571556 +2998.95,2343.174,0.008471978,1993.1272,2900000.0,1455.0,181250.0,,45312.0,0.0001775008,0.1,0.8426701 +3068.4,2355.5437,0.005293618,1994.5168,2910000.0,1459.0,181875.0,,45440.0,0.000177296,0.1,0.91640884 +3043.0,2367.797,0.0035116954,1994.5355,2920000.0,1464.0,182500.0,,45600.0,0.00017704,0.1,0.87478113 +2977.7,2379.3523,0.005953567,1994.5541,2930000.0,1469.0,183125.0,,45760.0,0.000176784,0.1,0.86828446 +3041.7,2391.3992,0.013202066,1995.9266,2940000.0,1473.0,183750.0,,45920.0,0.000176528,0.1,0.8877954 +3009.9,2403.0874,0.024559073,1995.9404,2950000.0,1478.0,184375.0,,46080.0,0.000176272,0.1,0.9111688 +3093.5,2415.8132,0.004359038,1995.9541,2960000.0,1483.0,185000.0,,46240.0,0.000176016,0.1,0.91919386 +3104.65,2427.3955,0.013897587,1997.31,2970000.0,1487.0,185625.0,,46400.0,0.00017576,0.1,0.84626687 +3121.05,2438.4175,0.034870237,1997.3191,2980000.0,1492.0,186250.0,,46560.0,0.000175504,0.1,0.91888505 +3172.55,2449.7034,0.008979502,1997.328,2990000.0,1497.0,186875.0,,46688.0,0.0001752992,0.1,0.8865016 +3212.9,2461.417,0.008346815,1998.6676,3000000.0,1501.0,187500.0,,46848.0,0.0001750432,0.1,0.86000395 +3147.3,2472.291,0.015116777,1998.672,3010000.0,1506.0,188125.0,,47008.0,0.0001747872,0.1,0.90339315 +3167.55,2482.676,0.0016925957,1998.6764,3020000.0,1511.0,188750.0,,47168.0,0.0001745312,0.1,0.90142953 +3186.4,2493.406,0.025777437,2000.0,3030000.0,1515.0,189375.0,,47328.0,0.0001742752,0.1,0.9262408 +3168.1,2503.536,0.011210995,2000.0,3040000.0,1520.0,190000.0,,47488.0,0.0001740192,0.1,0.89863 +3151.15,2514.582,0.017799709,2001.3124,3050000.0,1524.0,190625.0,,47648.0,0.0001737632,0.1,0.90099895 +3286.95,2526.8115,0.008673051,2001.3081,3060000.0,1529.0,191250.0,,47808.0,0.0001735072,0.1,0.86081105 +3319.45,2540.3025,0.013178449,2001.3038,3070000.0,1534.0,191875.0,,47968.0,0.0001732512,0.1,0.8833045 +3500.5,2556.1,0.023755465,2002.6008,3080000.0,1538.0,192500.0,,48096.0,0.0001730464,0.1,0.86442107 +3455.85,2572.1094,0.0043171598,2002.5924,3090000.0,1543.0,193125.0,,48256.0,0.0001727904,0.1,0.8931167 +3437.5,2588.0098,0.023344478,2002.584,3100000.0,1548.0,193750.0,,48416.0,0.0001725344,0.1,0.8807031 +3418.7,2603.9138,0.015398445,2003.866,3110000.0,1552.0,194375.0,,48576.0,0.0001722784,0.1,0.8859073 +3498.95,2620.5645,0.0166647,2003.8535,3120000.0,1557.0,195000.0,,48736.0,0.0001720224,0.1,0.8816503 +3473.15,2636.156,0.016028017,2005.1249,3130000.0,1561.0,195625.0,,48896.0,0.0001717664,0.1,0.8646492 +3444.75,2651.0024,0.0055876714,2005.1085,3140000.0,1566.0,196250.0,,49056.0,0.0001715104,0.1,0.7992825 +3461.35,2666.5603,0.01782077,2005.0923,3150000.0,1571.0,196875.0,,49216.0,0.0001712544,0.1,0.8485923 +3533.95,2683.0164,0.01890986,2006.3492,3160000.0,1575.0,197500.0,,49344.0,0.0001710496,0.1,0.9547144 +3528.05,2700.6885,0.0053498014,2006.3291,3170000.0,1580.0,198125.0,,49504.0,0.0001707936,0.1,0.8912906 +3558.45,2718.9014,0.03423405,2006.3092,3180000.0,1585.0,198750.0,,49664.0,0.0001705376,0.1,0.81299204 +3686.8,2738.28,-0.007194694,2007.5519,3190000.0,1589.0,199375.0,,49824.0,0.0001702816,0.1,0.9260173 +3737.1,2758.6216,0.011328416,2007.5282,3200000.0,1594.0,200000.0,,49984.0,0.0001700256,0.1,0.8811512 +3856.2,2780.3894,0.011699795,2007.5046,3210000.0,1599.0,200625.0,,50144.0,0.0001697696,0.1,0.89948976 +3870.9,2802.6455,-0.004248414,2007.4813,3220000.0,1604.0,201250.0,,50304.0,0.0001695136,0.1,0.90397406 +3858.35,2823.9954,0.013786656,2007.458,3230000.0,1609.0,201875.0,,50464.0,0.0001692576,0.1,0.84619766 +3847.55,2845.4275,0.018701874,2008.6794,3240000.0,1613.0,202500.0,,50624.0,0.0001690016,0.1,0.8683996 +3920.85,2866.9304,0.012690156,2008.6527,3250000.0,1618.0,203125.0,,50752.0,0.0001687968,0.1,0.8740742 +3895.7,2888.1538,0.041874573,2009.8644,3260000.0,1622.0,203750.0,,50912.0,0.0001685408,0.1,0.8698449 +3912.0,2909.2034,0.0011613334,2009.8341,3270000.0,1627.0,204375.0,,51072.0,0.0001682848,0.1,0.8739359 +3931.8,2930.2341,0.019007144,2009.804,3280000.0,1632.0,205000.0,,51232.0,0.0001680288,0.1,0.7471515 +3985.7,2951.4307,0.025943564,2009.7739,3290000.0,1637.0,205625.0,,51392.0,0.0001677728,0.1,0.80151653 +3930.85,2971.856,0.0035021398,2009.7443,3300000.0,1642.0,206250.0,,51552.0,0.0001675168,0.1,0.8937031 +4020.6,2992.3125,0.025126398,2010.9355,3310000.0,1646.0,206875.0,,51712.0,0.0001672608,0.1,0.85773396 +4095.1,3013.297,0.01662793,2010.9025,3320000.0,1651.0,207500.0,,51872.0,0.0001670048,0.1,0.82278264 +4094.1,3034.4521,0.03572405,2012.0846,3330000.0,1655.0,208125.0,,52000.0,0.0001668,0.1,0.82696396 +4123.7,3056.5256,0.011631278,2012.0482,3340000.0,1660.0,208750.0,,52160.0,0.000166544,0.1,0.8395748 +4133.8,3077.94,0.0074270437,2012.012,3350000.0,1665.0,209375.0,,52320.0,0.000166288,0.1,0.8230648 +4149.4,3098.827,0.037391726,2013.1815,3360000.0,1669.0,210000.0,,52480.0,0.000166032,0.1,0.8674456 +4149.3,3119.6362,0.034209184,2013.1422,3370000.0,1674.0,210625.0,,52640.0,0.000165776,0.1,0.7965664 +4110.4,3140.5288,0.03239104,2013.103,3380000.0,1679.0,211250.0,,52800.0,0.00016552,0.1,0.7712172 +4176.65,3162.0366,0.03470223,2013.0641,3390000.0,1684.0,211875.0,,52960.0,0.000165264,0.1,0.81865245 +4147.7,3183.0361,0.019690288,2014.218,3400000.0,1688.0,212500.0,,53120.0,0.000165008,0.1,0.8315288 +4142.5,3203.3657,0.0018473535,2014.176,3410000.0,1693.0,213125.0,,53280.0,0.000164752,0.1,0.8711822 +4151.15,3223.3584,-0.0032947715,2015.3212,3420000.0,1697.0,213750.0,,53408.0,0.0001645472,0.1,0.84637976 +4122.45,3242.6677,0.042222273,2014.0928,3430000.0,1703.0,214375.0,,53568.0,0.0001642912,0.1,0.86693305 +4161.8,3261.672,0.0055672927,2014.0515,3440000.0,1708.0,215000.0,,53728.0,0.0001640352,0.1,0.83059776 +4099.6,3279.9075,0.0011094207,2015.1869,3450000.0,1712.0,215625.0,,53888.0,0.0001637792,0.1,0.84248626 +4084.5,3297.6665,0.014398291,2015.1427,3460000.0,1717.0,216250.0,,54048.0,0.0001635232,0.1,0.8549352 +4049.7,3314.7925,0.004058228,2015.0988,3470000.0,1722.0,216875.0,,54208.0,0.0001632672,0.1,0.84740615 +3983.95,3331.1052,0.048300594,2015.055,3480000.0,1727.0,217500.0,,54368.0,0.0001630112,0.1,0.8532567 +4002.7,3347.6675,0.012084293,2016.1757,3490000.0,1731.0,218125.0,,54528.0,0.0001627552,0.1,0.8055804 +3999.2,3363.3806,0.012183507,2016.129,3500000.0,1736.0,218750.0,,54656.0,0.0001625504,0.1,0.8244618 +4004.2,3378.4355,0.009142357,2016.0828,3510000.0,1741.0,219375.0,,54816.0,0.0001622944,0.1,0.8480693 +4004.45,3393.2256,-0.002306612,2017.192,3520000.0,1745.0,220000.0,,54976.0,0.0001620384,0.1,0.81128347 +4004.45,3407.8828,0.020836877,2017.1428,3530000.0,1750.0,220625.0,,55136.0,0.0001617824,0.1,0.8526932 +3995.7,3421.7559,0.033475086,2018.244,3540000.0,1754.0,221250.0,,55296.0,0.0001615264,0.1,0.76090455 +3989.4,3435.9365,0.028780764,2018.1921,3550000.0,1759.0,221875.0,,55456.0,0.0001612704,0.1,0.83078635 +4160.35,3451.9766,-0.0055120327,2018.1406,3560000.0,1764.0,222500.0,,55616.0,0.0001610144,0.1,0.8912304 +4135.9,3466.5818,0.028266495,2018.0894,3570000.0,1769.0,223125.0,,55776.0,0.0001607584,0.1,0.84260905 +4031.1,3480.2476,0.014532258,2019.1765,3580000.0,1773.0,223750.0,,55936.0,0.0001605024,0.1,0.8426977 +4093.75,3494.453,-0.005156749,2020.2589,3590000.0,1777.0,224375.0,,56064.0,0.0001602976,0.1,0.8455858 +4076.25,3509.0745,0.01156686,2020.202,3600000.0,1782.0,225000.0,,56224.0,0.0001600416,0.1,0.7342774 +4086.0,3523.074,0.031435974,2020.1455,3610000.0,1787.0,225625.0,,56384.0,0.0001597856,0.1,0.7960707 +4148.3,3536.974,0.008832539,2020.0892,3620000.0,1792.0,226250.0,,56544.0,0.0001595296,0.1,0.8145181 +4217.8,3551.245,0.014157546,2020.0334,3630000.0,1797.0,226875.0,,56704.0,0.0001592736,0.1,0.80126965 +4247.6,3565.34,0.004488478,2021.0994,3640000.0,1801.0,227500.0,,56864.0,0.0001590176,0.1,0.800344 +4242.35,3578.7976,0.03425459,2021.041,3650000.0,1806.0,228125.0,,57024.0,0.0001587616,0.1,0.85275364 +4122.4,3591.0535,0.052634712,2022.0995,3660000.0,1810.0,228750.0,,57184.0,0.0001585056,0.1,0.7703619 +4174.05,3603.5432,0.022995686,2022.0386,3670000.0,1815.0,229375.0,,57312.0,0.0001583008,0.1,0.76297796 +4254.35,3616.559,0.0062868767,2023.0896,3680000.0,1819.0,230000.0,,57472.0,0.0001580448,0.1,0.7975581 +4252.85,3629.436,0.028882017,2023.0264,3690000.0,1824.0,230625.0,,57632.0,0.0001577888,0.1,0.81230086 +4226.95,3642.1116,0.03280132,2022.9634,3700000.0,1829.0,231250.0,,57792.0,0.0001575328,0.1,0.73074555 +4351.4,3655.6492,0.014885088,2022.9008,3710000.0,1834.0,231875.0,,57952.0,0.0001572768,0.1,0.79512596 +4364.8,3668.6387,0.0031937188,2022.8385,3720000.0,1839.0,232500.0,,58112.0,0.0001570208,0.1,0.7945316 +4350.65,3681.278,0.011552179,2022.7766,3730000.0,1844.0,233125.0,,58272.0,0.0001567648,0.1,0.83430946 +4459.75,3695.015,0.013662848,2022.715,3740000.0,1849.0,233750.0,,58432.0,0.0001565088,0.1,0.8139899 +4508.3,3708.7979,0.019167243,2022.6537,3750000.0,1854.0,234375.0,,58592.0,0.0001562528,0.1,0.7989166 +4565.7,3722.6387,0.009786009,2023.6814,3760000.0,1858.0,235000.0,,58720.0,0.000156048,0.1,0.7388867 +4565.7,3736.0498,0.010166054,2023.6178,3770000.0,1863.0,235625.0,,58880.0,0.000155792,0.1,0.8223574 +4649.6,3751.0242,0.026845997,2023.5546,3780000.0,1868.0,236250.0,,59040.0,0.000155536,0.1,0.74774075 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+3354.25,2215.7473,0.025951974,1998.6216,2900000.0,1451.0,181250.0,,45312.0,0.0001775008,0.1,0.9439268 +3283.8,2230.3643,0.015334538,1998.6263,2910000.0,1456.0,181875.0,,45440.0,0.000177296,0.1,0.9230348 +3305.85,2245.098,0.03404523,1998.6311,2920000.0,1461.0,182500.0,,45600.0,0.00017704,0.1,0.98357034 +3367.65,2260.095,0.026268734,1998.6357,2930000.0,1466.0,183125.0,,45760.0,0.000176784,0.1,0.91483563 +3421.55,2274.9639,0.007312074,1998.6404,2940000.0,1471.0,183750.0,,45920.0,0.000176528,0.1,0.9958876 +3480.15,2289.1592,0.0147403,1998.645,2950000.0,1476.0,184375.0,,46080.0,0.000176272,0.1,0.92021596 +3496.6,2303.0906,0.010007368,2000.0,2960000.0,1480.0,185000.0,,46240.0,0.000176016,0.1,0.8928889 +3518.15,2317.792,0.003634696,2000.0,2970000.0,1485.0,185625.0,,46400.0,0.00017576,0.1,0.95451367 +3489.15,2332.5928,0.008618499,2000.0,2980000.0,1490.0,186250.0,,46560.0,0.000175504,0.1,0.99318165 +3599.45,2349.5996,0.023312796,2001.3387,2990000.0,1494.0,186875.0,,46688.0,0.0001752992,0.1,0.93605596 +3717.9,2367.6633,0.018296232,2001.3342,3000000.0,1499.0,187500.0,,46848.0,0.0001750432,0.1,0.8976357 +3627.1,2384.7246,0.006439181,2002.6614,3010000.0,1503.0,188125.0,,47008.0,0.0001747872,0.1,0.93595177 +3560.15,2401.696,0.0025623052,2002.6525,3020000.0,1508.0,188750.0,,47168.0,0.0001745312,0.1,0.90640116 +3515.35,2418.8381,0.008846917,2002.6438,3030000.0,1513.0,189375.0,,47328.0,0.0001742752,0.1,0.9636813 +3430.2,2434.868,0.0040566884,2003.9552,3040000.0,1517.0,190000.0,,47488.0,0.0001740192,0.1,0.9897653 +3417.6,2450.662,0.0031570522,2003.9421,3050000.0,1522.0,190625.0,,47648.0,0.0001737632,0.1,0.9190136 +3328.45,2465.662,0.030810988,2003.9293,3060000.0,1527.0,191250.0,,47808.0,0.0001735072,0.1,0.90571725 +3365.15,2480.6206,0.0021478948,2005.2253,3070000.0,1531.0,191875.0,,47968.0,0.0001732512,0.1,0.8790045 +3426.15,2496.1382,0.008191342,2005.2084,3080000.0,1536.0,192500.0,,48096.0,0.0001730464,0.1,0.9070395 +3386.55,2511.5872,0.010881074,2006.4935,3090000.0,1540.0,193125.0,,48256.0,0.0001727904,0.1,0.8546301 +3348.85,2526.3696,0.018627882,2006.4725,3100000.0,1545.0,193750.0,,48416.0,0.0001725344,0.1,0.9089207 +3294.95,2539.5024,0.0059654345,2006.4517,3110000.0,1550.0,194375.0,,48576.0,0.0001722784,0.1,0.88439375 +3325.35,2552.7258,0.0073362803,2006.4309,3120000.0,1555.0,195000.0,,48736.0,0.0001720224,0.1,0.91904104 +3265.85,2565.5764,0.02605817,2006.4103,3130000.0,1560.0,195625.0,,48896.0,0.0001717664,0.1,0.9201807 +3242.35,2577.6772,0.0060288142,2006.3898,3140000.0,1565.0,196250.0,,49056.0,0.0001715104,0.1,0.9137419 +3346.05,2591.5242,0.01585686,2006.3694,3150000.0,1570.0,196875.0,,49216.0,0.0001712544,0.1,0.8573754 +3352.15,2606.2788,0.0011977539,2007.6239,3160000.0,1574.0,197500.0,,49344.0,0.0001710496,0.1,1.0020411 +3464.2,2621.935,-0.009045229,2007.5997,3170000.0,1579.0,198125.0,,49504.0,0.0001707936,0.1,0.89868116 +3449.65,2637.7698,0.02027957,2008.844,3180000.0,1583.0,198750.0,,49664.0,0.0001705376,0.1,0.93131423 +3463.35,2653.1296,0.01785108,2008.8162,3190000.0,1588.0,199375.0,,49824.0,0.0001702816,0.1,0.91353 +3529.35,2668.7722,0.03477318,2008.7885,3200000.0,1593.0,200000.0,,49984.0,0.0001700256,0.1,0.8572711 +3504.45,2684.1448,0.0071487566,2010.0188,3210000.0,1597.0,200625.0,,50144.0,0.0001697696,0.1,0.8953007 +3499.35,2699.607,0.0056773736,2009.9875,3220000.0,1602.0,201250.0,,50304.0,0.0001695136,0.1,0.9709639 +3538.15,2715.4026,0.010273382,2009.9564,3230000.0,1607.0,201875.0,,50464.0,0.0001692576,0.1,0.933481 +3551.9,2730.8682,0.009932753,2009.9255,3240000.0,1612.0,202500.0,,50624.0,0.0001690016,0.1,0.8872775 +3541.3,2746.2312,-0.011014207,2011.1387,3250000.0,1616.0,203125.0,,50752.0,0.0001687968,0.1,0.88842636 +3534.65,2762.2178,0.021753876,2011.1042,3260000.0,1621.0,203750.0,,50912.0,0.0001685408,0.1,0.8542934 +3506.7,2778.0981,0.017119002,2011.0701,3270000.0,1626.0,204375.0,,51072.0,0.0001682848,0.1,0.86922425 +3548.8,2794.8596,0.009699319,2011.0361,3280000.0,1631.0,205000.0,,51232.0,0.0001680288,0.1,0.8311192 +3626.7,2811.6548,0.025171269,2012.2324,3290000.0,1635.0,205625.0,,51392.0,0.0001677728,0.1,0.88574755 +3650.25,2828.6274,0.030142898,2012.1951,3300000.0,1640.0,206250.0,,51552.0,0.0001675168,0.1,0.8264061 +3650.25,2846.775,0.017786998,2012.1581,3310000.0,1645.0,206875.0,,51712.0,0.0001672608,0.1,0.9201712 +3785.85,2866.5247,0.02319488,2013.3414,3320000.0,1649.0,207500.0,,51872.0,0.0001670048,0.1,0.91197646 +3785.85,2885.1082,-0.00943378,2014.519,3330000.0,1653.0,208125.0,,52000.0,0.0001668,0.1,0.9308348 +3819.7,2904.7468,0.029729124,2014.4752,3340000.0,1658.0,208750.0,,52160.0,0.000166544,0.1,0.9034284 +3844.2,2924.2458,0.042153567,2014.4318,3350000.0,1663.0,209375.0,,52320.0,0.000166288,0.1,0.84169745 +3846.6,2944.5012,0.025220145,2015.5969,3360000.0,1667.0,210000.0,,52480.0,0.000166032,0.1,0.9089514 +3848.5,2963.4333,0.012850773,2015.5503,3370000.0,1672.0,210625.0,,52640.0,0.000165776,0.1,0.88568026 +3842.6,2982.4268,0.016684147,2015.5039,3380000.0,1677.0,211250.0,,52800.0,0.00016552,0.1,0.8859097 +3764.85,3000.6785,0.035330873,2016.6567,3390000.0,1681.0,211875.0,,52960.0,0.000165264,0.1,0.88626254 +3783.1,3018.801,0.010900532,2016.6073,3400000.0,1686.0,212500.0,,53120.0,0.000165008,0.1,0.9185711 +3740.4,3036.433,0.009253562,2016.5582,3410000.0,1691.0,213125.0,,53280.0,0.000164752,0.1,0.8703989 +3827.2,3055.6165,0.013431596,2017.6991,3420000.0,1695.0,213750.0,,53408.0,0.0001645472,0.1,0.9408332 +3846.45,3075.442,0.014259519,2017.6471,3430000.0,1700.0,214375.0,,53568.0,0.0001642912,0.1,0.916431 +3862.2,3095.7185,0.018841365,2017.5953,3440000.0,1705.0,215000.0,,53728.0,0.0001640352,0.1,0.90100616 +3738.5,3114.0762,0.034369245,2017.5438,3450000.0,1710.0,215625.0,,53888.0,0.0001637792,0.1,0.8552376 +3717.3,3132.1885,0.028579371,2017.4927,3460000.0,1715.0,216250.0,,54048.0,0.0001635232,0.1,0.8807016 +3671.55,3148.8857,0.0116013875,2018.6155,3470000.0,1719.0,216875.0,,54208.0,0.0001632672,0.1,0.91529 +3672.6,3164.507,0.007955637,2018.5615,3480000.0,1724.0,217500.0,,54368.0,0.0001630112,0.1,0.91771054 +3665.45,3180.1775,0.01345797,2018.5078,3490000.0,1729.0,218125.0,,54528.0,0.0001627552,0.1,0.9224173 +3601.8,3194.7805,0.02736692,2019.6191,3500000.0,1733.0,218750.0,,54656.0,0.0001625504,0.1,0.8839409 +3656.7,3209.617,0.03169644,2019.5627,3510000.0,1738.0,219375.0,,54816.0,0.0001622944,0.1,0.91862845 +3667.2,3224.5237,0.0079781255,2019.5066,3520000.0,1743.0,220000.0,,54976.0,0.0001620384,0.1,0.8840957 +3666.3,3239.9487,0.002356054,2020.6068,3530000.0,1747.0,220625.0,,55136.0,0.0001617824,0.1,0.8583852 +3666.5,3255.7007,0.03572575,2020.548,3540000.0,1752.0,221250.0,,55296.0,0.0001615264,0.1,0.92481315 +3611.2,3271.2559,0.01718559,2020.4895,3550000.0,1757.0,221875.0,,55456.0,0.0001612704,0.1,0.8143505 +3627.55,3287.3325,0.030621745,2021.5786,3560000.0,1761.0,222500.0,,55616.0,0.0001610144,0.1,0.8003726 +3643.5,3302.3687,0.014768829,2021.5176,3570000.0,1766.0,223125.0,,55776.0,0.0001607584,0.1,0.89982533 +3810.6,3318.3665,0.021837132,2021.4568,3580000.0,1771.0,223750.0,,55936.0,0.0001605024,0.1,0.8834335 +3750.8,3334.4836,0.026265215,2022.5352,3590000.0,1775.0,224375.0,,56064.0,0.0001602976,0.1,0.8944358 +3739.3,3350.2676,0.010320467,2022.4719,3600000.0,1780.0,225000.0,,56224.0,0.0001600416,0.1,0.9065602 +3778.35,3366.7712,-0.0028964784,2022.4089,3610000.0,1785.0,225625.0,,56384.0,0.0001597856,0.1,0.9085568 +3771.15,3382.2502,0.05103273,2022.3463,3620000.0,1790.0,226250.0,,56544.0,0.0001595296,0.1,0.8345616 +3836.75,3398.5347,0.011780287,2023.4114,3630000.0,1794.0,226875.0,,56704.0,0.0001592736,0.1,0.8148556 +3859.85,3414.164,0.01887928,2023.3463,3640000.0,1799.0,227500.0,,56864.0,0.0001590176,0.1,0.8666653 +3845.8,3428.2568,0.039849058,2023.2816,3650000.0,1804.0,228125.0,,57024.0,0.0001587616,0.1,0.8147666 +3977.4,3442.7861,0.017568007,2023.2173,3660000.0,1809.0,228750.0,,57184.0,0.0001585056,0.1,0.9097116 +4024.5,3457.9055,0.017489469,2024.2692,3670000.0,1813.0,229375.0,,57312.0,0.0001583008,0.1,0.8550688 +4051.3,3473.8486,-5.9969258e-05,2024.2024,3680000.0,1818.0,230000.0,,57472.0,0.0001580448,0.1,0.86734307 +4027.1,3488.7769,0.03260085,2025.247,3690000.0,1822.0,230625.0,,57632.0,0.0001577888,0.1,0.8294427 +4058.6,3503.961,0.050853014,2025.1779,3700000.0,1827.0,231250.0,,57792.0,0.0001575328,0.1,0.811249 +4083.5,3519.7212,0.027825577,2025.1091,3710000.0,1832.0,231875.0,,57952.0,0.0001572768,0.1,0.88958025 +4151.8,3536.6387,0.010251067,2025.0408,3720000.0,1837.0,232500.0,,58112.0,0.0001570208,0.1,0.85941106 +4132.35,3551.6816,0.03202056,2024.9729,3730000.0,1842.0,233125.0,,58272.0,0.0001567648,0.1,0.8517184 +4201.6,3566.778,0.028343031,2026.0022,3740000.0,1846.0,233750.0,,58432.0,0.0001565088,0.1,0.795658 +4268.05,3581.8586,0.036877498,2025.9319,3750000.0,1851.0,234375.0,,58592.0,0.0001562528,0.1,0.9290924 +4295.5,3596.5605,0.0008252912,2026.9542,3760000.0,1855.0,235000.0,,58720.0,0.000156048,0.1,0.92104965 +4341.6,3611.5515,0.025911784,2026.8817,3770000.0,1860.0,235625.0,,58880.0,0.000155792,0.1,0.86442983 +4422.2,3626.2424,-0.0005883165,2027.897,3780000.0,1864.0,236250.0,,59040.0,0.000155536,0.1,0.904812 +4430.2,3640.5198,0.0118302,2027.8224,3790000.0,1869.0,236875.0,,59200.0,0.00015528,0.1,0.88042146 +4427.15,3654.0232,0.020894054,2027.7482,3800000.0,1874.0,237500.0,,59360.0,0.000155024,0.1,0.91125816 +4394.25,3666.3743,0.012785408,2027.6743,3810000.0,1879.0,238125.0,,59520.0,0.000154768,0.1,0.91722906 +4372.7,3678.574,0.033280797,2028.6776,3820000.0,1883.0,238750.0,,59680.0,0.000154512,0.1,0.86216366 +4353.4,3689.0166,-0.0021720785,2028.6017,3830000.0,1888.0,239375.0,,59840.0,0.000154256,0.1,0.95832396 +4407.55,3700.2275,-0.012419886,2028.5261,3840000.0,1893.0,240000.0,,60000.0,0.000154,0.1,0.98592675 +4482.85,3711.8906,0.015167302,2029.5203,3850000.0,1897.0,240625.0,,60128.0,0.0001537952,0.1,0.9277662 +4457.6,3723.3496,0.00073705846,2029.4427,3860000.0,1902.0,241250.0,,60288.0,0.0001535392,0.1,0.9436372 +4383.15,3733.0503,0.019150116,2028.3019,3870000.0,1908.0,241875.0,,60448.0,0.0001532832,0.1,0.9424004 +4345.7,3743.574,0.015263348,2028.2279,3880000.0,1913.0,242500.0,,60608.0,0.0001530272,0.1,0.9001286 +4265.45,3752.7754,0.020499751,2028.1543,3890000.0,1918.0,243125.0,,60768.0,0.0001527712,0.1,0.9056929 +4354.95,3762.7822,-0.001451696,2029.1364,3900000.0,1922.0,243750.0,,60928.0,0.0001525152,0.1,0.9289447 +4407.8,3774.0225,0.007122026,2029.0607,3910000.0,1927.0,244375.0,,61088.0,0.0001522592,0.1,0.9017587 +4411.5,3785.0789,0.035895206,2030.0363,3920000.0,1931.0,245000.0,,61248.0,0.0001520032,0.1,0.86510015 +4331.4,3794.7166,0.009045758,2029.9586,3930000.0,1936.0,245625.0,,61376.0,0.0001517984,0.1,0.8813496 +4290.55,3803.407,0.025490621,2030.9279,3940000.0,1940.0,246250.0,,61536.0,0.0001515424,0.1,0.87819004 +4357.3,3812.1785,0.038638625,2030.8484,3950000.0,1945.0,246875.0,,61696.0,0.0001512864,0.1,0.82904303 +4290.0,3820.1125,0.019545011,2031.8112,3960000.0,1949.0,247500.0,,61856.0,0.0001510304,0.1,0.94406474 +4303.35,3827.9644,-0.004852243,2031.7297,3970000.0,1954.0,248125.0,,62016.0,0.0001507744,0.1,0.89738005 +4322.85,3836.3013,0.006650965,2032.6864,3980000.0,1958.0,248750.0,,62176.0,0.0001505184,0.1,0.9170824 +4295.15,3843.258,0.010556332,2032.6031,3990000.0,1963.0,249375.0,,62336.0,0.0001502624,0.1,0.9343263 +4310.6,3849.185,0.01481913,2032.5204,4000000.0,1968.0,250000.0,,62496.0,0.0001500064,0.1,0.9094339 +4310.6,3856.02,0.009603683,2032.4379,4010000.0,1973.0,250625.0,,62656.0,0.0001497504,0.1,0.80119276 +4278.4,3863.2024,0.009294643,2033.3839,4020000.0,1977.0,251250.0,,62784.0,0.0001495456,0.1,0.8741094 +4285.55,3870.9048,0.0073215705,2033.2997,4030000.0,1982.0,251875.0,,62944.0,0.0001492896,0.1,0.8856139 +4258.15,3879.184,0.029628515,2033.216,4040000.0,1987.0,252500.0,,63104.0,0.0001490336,0.1,0.85145247 +4499.45,3890.0024,0.020292135,2033.1326,4050000.0,1992.0,253125.0,,63264.0,0.0001487776,0.1,0.84441006 +4483.65,3901.5544,0.00970149,2032.032,4060000.0,1998.0,253750.0,,63424.0,0.0001485216,0.1,0.8137336 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+1866.2,1692.1019,0.0007837586,1969.2864,2180000.0,1107.0,136250.0,,34048.0,0.0001955232,0.1,1.0582278 +1927.35,1699.6943,0.008374165,1969.4244,2190000.0,1112.0,136875.0,,34208.0,0.0001952672,0.1,1.0825088 +1965.1,1707.8503,0.015579102,1969.5613,2200000.0,1117.0,137500.0,,34368.0,0.0001950112,0.1,0.96737194 +1967.15,1716.3718,0.009051631,1971.4541,2210000.0,1121.0,138125.0,,34528.0,0.0001947552,0.1,1.0225095 +1953.15,1724.8671,0.004638632,1971.5808,2220000.0,1126.0,138750.0,,34656.0,0.0001945504,0.1,1.0231639 +1958.6,1733.6959,0.033126254,1973.4513,2230000.0,1130.0,139375.0,,34816.0,0.0001942944,0.1,1.0197041 +2005.35,1743.038,-0.0025665276,1973.5682,2240000.0,1135.0,140000.0,,34976.0,0.0001940384,0.1,1.0456964 +2005.0,1752.1069,-0.0012159687,1973.6842,2250000.0,1140.0,140625.0,,35136.0,0.0001937824,0.1,1.0455155 +1936.0,1760.5414,-0.0035415213,1973.7991,2260000.0,1145.0,141250.0,,35296.0,0.0001935264,0.1,1.0189738 +1918.65,1768.6475,-0.0050761965,1975.631,2270000.0,1149.0,141875.0,,35456.0,0.0001932704,0.1,1.0642165 +1872.65,1776.4011,0.00060217554,1975.7366,2280000.0,1154.0,142500.0,,35616.0,0.0001930144,0.1,1.0702716 +1947.15,1784.9347,-0.0036310162,1975.8412,2290000.0,1159.0,143125.0,,35776.0,0.0001927584,0.1,1.0503175 +1953.0,1793.5242,-0.001359123,1975.9451,2300000.0,1164.0,143750.0,,35936.0,0.0001925024,0.1,1.0702537 +1835.5,1800.6406,0.028416388,1977.7397,2310000.0,1168.0,144375.0,,36064.0,0.0001922976,0.1,1.0220203 +1810.85,1806.8109,0.02380739,1977.8346,2320000.0,1173.0,145000.0,,36224.0,0.0001920416,0.1,0.99382305 +1927.5,1813.8419,0.011935774,1977.9287,2330000.0,1178.0,145625.0,,36384.0,0.0001917856,0.1,1.000972 +1855.85,1819.95,0.0053217476,1978.022,2340000.0,1183.0,146250.0,,36544.0,0.0001915296,0.1,0.9613211 +1894.25,1825.7234,0.004305586,1979.781,2350000.0,1187.0,146875.0,,36704.0,0.0001912736,0.1,1.0072467 +1821.1,1830.3264,-0.0024607223,1979.8657,2360000.0,1192.0,147500.0,,36864.0,0.0001910176,0.1,0.96994245 +1955.25,1835.405,0.022218268,1979.9498,2370000.0,1197.0,148125.0,,37024.0,0.0001907616,0.1,0.9366704 +1943.3,1840.0448,0.014422431,1980.0333,2380000.0,1202.0,148750.0,,37184.0,0.0001905056,0.1,0.95936817 +1939.7,1844.4844,-0.0024751902,1981.7579,2390000.0,1206.0,149375.0,,37312.0,0.0001903008,0.1,0.99178225 +1970.85,1848.994,0.0067969663,1981.8333,2400000.0,1211.0,150000.0,,37472.0,0.0001900448,0.1,0.96585494 +1977.2,1852.7471,0.0072826687,1981.9078,2410000.0,1216.0,150625.0,,37632.0,0.0001897888,0.1,0.9952253 +1908.85,1855.3875,-0.0031917985,1980.3601,2420000.0,1222.0,151250.0,,37792.0,0.0001895328,0.1,0.9610672 +1863.9,1857.677,0.0030166875,1982.0554,2430000.0,1226.0,151875.0,,37952.0,0.0001892768,0.1,0.89456016 +1834.55,1859.455,0.008219704,1980.5195,2440000.0,1232.0,152500.0,,38112.0,0.0001890208,0.1,0.9299129 +1902.7,1861.391,0.012491018,1980.5983,2450000.0,1237.0,153125.0,,38272.0,0.0001887648,0.1,0.9781731 +1906.1,1863.0,0.0035588662,1980.6763,2460000.0,1242.0,153750.0,,38432.0,0.0001885088,0.1,0.96422476 +2001.85,1865.7085,0.007529639,1982.3435,2470000.0,1246.0,154375.0,,38592.0,0.0001882528,0.1,0.952188 +2110.45,1869.3684,-0.0044605536,1982.4141,2480000.0,1251.0,155000.0,,38720.0,0.000188048,0.1,1.0106969 +2098.4,1873.0934,-0.0014385273,1982.4841,2490000.0,1256.0,155625.0,,38880.0,0.000187792,0.1,0.94625306 +2141.5,1877.0486,0.019466178,1982.5536,2500000.0,1261.0,156250.0,,39040.0,0.000187536,0.1,0.99568856 +2173.05,1880.2997,-0.0045521273,1982.6224,2510000.0,1266.0,156875.0,,39200.0,0.00018728,0.1,1.0089893 +2176.5,1883.3589,0.006895162,1982.6908,2520000.0,1271.0,157500.0,,39360.0,0.000187024,0.1,0.96535206 +2123.8,1886.1525,0.0024187989,1984.3137,2530000.0,1275.0,158125.0,,39520.0,0.000186768,0.1,0.8860136 +2091.3,1889.4907,0.0016288537,1984.375,2540000.0,1280.0,158750.0,,39680.0,0.000186512,0.1,0.9402908 +2055.7,1893.0889,0.028980639,1984.4358,2550000.0,1285.0,159375.0,,39840.0,0.000186256,0.1,0.91963696 +2019.9,1895.9236,0.018090576,1984.4961,2560000.0,1290.0,160000.0,,40000.0,0.000186,0.1,0.9301312 +2139.9,1899.3762,0.009113864,1986.0896,2570000.0,1294.0,160625.0,,40128.0,0.0001857952,0.1,0.9026231 +2210.8,1903.9413,-0.0032557948,1987.6733,2580000.0,1298.0,161250.0,,40288.0,0.0001855392,0.1,0.87594193 +2139.1,1907.562,0.012118087,1987.7207,2590000.0,1303.0,161875.0,,40448.0,0.0001852832,0.1,0.99033535 +2160.9,1911.1486,0.014426687,1987.7676,2600000.0,1308.0,162500.0,,40608.0,0.0001850272,0.1,0.9953825 +2128.0,1914.5641,-0.0031067152,1987.8142,2610000.0,1313.0,163125.0,,40768.0,0.0001847712,0.1,0.95751274 +2223.25,1919.1421,0.006012177,1987.8604,2620000.0,1318.0,163750.0,,40928.0,0.0001845152,0.1,1.0374142 +2208.3,1923.7705,0.015059942,1989.41,2630000.0,1322.0,164375.0,,41088.0,0.0001842592,0.1,1.0588837 +2296.9,1929.3441,0.02132652,1989.4498,2640000.0,1327.0,165000.0,,41248.0,0.0001840032,0.1,0.9971635 +2436.55,1935.9304,0.013200293,1990.9843,2650000.0,1331.0,165625.0,,41376.0,0.0001837984,0.1,1.044119 +2524.45,1943.2845,0.013351834,1991.018,2660000.0,1336.0,166250.0,,41536.0,0.0001835424,0.1,0.998682 +2512.55,1950.518,0.014550336,1992.5374,2670000.0,1340.0,166875.0,,41696.0,0.0001832864,0.1,1.0109727 +2457.0,1956.9454,0.0059618996,1992.5651,2680000.0,1345.0,167500.0,,41856.0,0.0001830304,0.1,0.9836073 +2534.3,1964.188,0.012667286,1992.5927,2690000.0,1350.0,168125.0,,42016.0,0.0001827744,0.1,0.99685866 +2540.15,1971.447,0.001969807,1992.6199,2700000.0,1355.0,168750.0,,42176.0,0.0001825184,0.1,0.95614475 +2507.45,1978.835,0.015451182,1992.6471,2710000.0,1360.0,169375.0,,42336.0,0.0001822624,0.1,0.963998 +2460.05,1986.0691,0.028562142,1992.674,2720000.0,1365.0,170000.0,,42496.0,0.0001820064,0.1,0.92364585 +2628.1,1995.3265,0.018333118,1994.1564,2730000.0,1369.0,170625.0,,42656.0,0.0001817504,0.1,1.0075691 +2691.95,2005.1675,0.0026601036,1995.63,2740000.0,1373.0,171250.0,,42784.0,0.0001815456,0.1,1.0079112 +2760.0,2015.7764,0.010625455,1995.6459,2750000.0,1378.0,171875.0,,42944.0,0.0001812896,0.1,0.9348397 +2825.3,2026.3671,0.008807286,1995.6616,2760000.0,1383.0,172500.0,,43104.0,0.0001810336,0.1,0.9201195 +2842.5,2036.3931,0.014361365,1995.6772,2770000.0,1388.0,173125.0,,43264.0,0.0001807776,0.1,0.9814584 +2953.1,2047.4989,0.006562597,1995.6927,2780000.0,1393.0,173750.0,,43424.0,0.0001805216,0.1,0.9657358 +3002.45,2059.281,0.016344069,1995.7081,2790000.0,1398.0,174375.0,,43584.0,0.0001802656,0.1,0.99443215 +3076.8,2072.0044,0.0038784076,1995.7235,2800000.0,1403.0,175000.0,,43744.0,0.0001800096,0.1,0.99453264 +3159.15,2085.3315,-0.0008379873,1997.1571,2810000.0,1407.0,175625.0,,43904.0,0.0001797536,0.1,0.9926204 +3152.75,2098.3225,0.0070817186,1997.1671,2820000.0,1412.0,176250.0,,44032.0,0.0001795488,0.1,0.99557817 +3309.15,2112.262,0.019059189,1998.5875,2830000.0,1416.0,176875.0,,44192.0,0.0001792928,0.1,0.98635477 +3286.45,2126.0852,0.01955789,1998.5925,2840000.0,1421.0,177500.0,,44352.0,0.0001790368,0.1,0.99962676 +3316.55,2140.237,0.02615149,1998.5975,2850000.0,1426.0,178125.0,,44512.0,0.0001787808,0.1,0.97650725 +3311.7,2154.7703,0.025438268,1998.6024,2860000.0,1431.0,178750.0,,44672.0,0.0001785248,0.1,1.0043933 +3413.1,2169.752,-0.012647627,1997.2164,2870000.0,1437.0,179375.0,,44832.0,0.0001782688,0.1,0.97527665 +3293.25,2184.489,0.029107379,1997.2261,2880000.0,1442.0,180000.0,,44992.0,0.0001780128,0.1,0.9005041 +3345.35,2200.1855,0.030989468,1998.6168,2890000.0,1446.0,180625.0,,45152.0,0.0001777568,0.1,0.9934508 +3354.25,2215.7473,0.025951974,1998.6216,2900000.0,1451.0,181250.0,,45312.0,0.0001775008,0.1,0.9439268 +3283.8,2230.3643,0.015334538,1998.6263,2910000.0,1456.0,181875.0,,45440.0,0.000177296,0.1,0.9230348 +3305.85,2245.098,0.03404523,1998.6311,2920000.0,1461.0,182500.0,,45600.0,0.00017704,0.1,0.98357034 +3367.65,2260.095,0.026268734,1998.6357,2930000.0,1466.0,183125.0,,45760.0,0.000176784,0.1,0.91483563 +3421.55,2274.9639,0.007312074,1998.6404,2940000.0,1471.0,183750.0,,45920.0,0.000176528,0.1,0.9958876 +3480.15,2289.1592,0.0147403,1998.645,2950000.0,1476.0,184375.0,,46080.0,0.000176272,0.1,0.92021596 +3496.6,2303.0906,0.010007368,2000.0,2960000.0,1480.0,185000.0,,46240.0,0.000176016,0.1,0.8928889 +3518.15,2317.792,0.003634696,2000.0,2970000.0,1485.0,185625.0,,46400.0,0.00017576,0.1,0.95451367 +3489.15,2332.5928,0.008618499,2000.0,2980000.0,1490.0,186250.0,,46560.0,0.000175504,0.1,0.99318165 +3599.45,2349.5996,0.023312796,2001.3387,2990000.0,1494.0,186875.0,,46688.0,0.0001752992,0.1,0.93605596 +3717.9,2367.6633,0.018296232,2001.3342,3000000.0,1499.0,187500.0,,46848.0,0.0001750432,0.1,0.8976357 +3627.1,2384.7246,0.006439181,2002.6614,3010000.0,1503.0,188125.0,,47008.0,0.0001747872,0.1,0.93595177 +3560.15,2401.696,0.0025623052,2002.6525,3020000.0,1508.0,188750.0,,47168.0,0.0001745312,0.1,0.90640116 +3515.35,2418.8381,0.008846917,2002.6438,3030000.0,1513.0,189375.0,,47328.0,0.0001742752,0.1,0.9636813 +3430.2,2434.868,0.0040566884,2003.9552,3040000.0,1517.0,190000.0,,47488.0,0.0001740192,0.1,0.9897653 +3417.6,2450.662,0.0031570522,2003.9421,3050000.0,1522.0,190625.0,,47648.0,0.0001737632,0.1,0.9190136 +3328.45,2465.662,0.030810988,2003.9293,3060000.0,1527.0,191250.0,,47808.0,0.0001735072,0.1,0.90571725 +3365.15,2480.6206,0.0021478948,2005.2253,3070000.0,1531.0,191875.0,,47968.0,0.0001732512,0.1,0.8790045 +3426.15,2496.1382,0.008191342,2005.2084,3080000.0,1536.0,192500.0,,48096.0,0.0001730464,0.1,0.9070395 +3386.55,2511.5872,0.010881074,2006.4935,3090000.0,1540.0,193125.0,,48256.0,0.0001727904,0.1,0.8546301 +3348.85,2526.3696,0.018627882,2006.4725,3100000.0,1545.0,193750.0,,48416.0,0.0001725344,0.1,0.9089207 +3294.95,2539.5024,0.0059654345,2006.4517,3110000.0,1550.0,194375.0,,48576.0,0.0001722784,0.1,0.88439375 +3325.35,2552.7258,0.0073362803,2006.4309,3120000.0,1555.0,195000.0,,48736.0,0.0001720224,0.1,0.91904104 +3265.85,2565.5764,0.02605817,2006.4103,3130000.0,1560.0,195625.0,,48896.0,0.0001717664,0.1,0.9201807 +3242.35,2577.6772,0.0060288142,2006.3898,3140000.0,1565.0,196250.0,,49056.0,0.0001715104,0.1,0.9137419 +3346.05,2591.5242,0.01585686,2006.3694,3150000.0,1570.0,196875.0,,49216.0,0.0001712544,0.1,0.8573754 +3352.15,2606.2788,0.0011977539,2007.6239,3160000.0,1574.0,197500.0,,49344.0,0.0001710496,0.1,1.0020411 +3464.2,2621.935,-0.009045229,2007.5997,3170000.0,1579.0,198125.0,,49504.0,0.0001707936,0.1,0.89868116 +3449.65,2637.7698,0.02027957,2008.844,3180000.0,1583.0,198750.0,,49664.0,0.0001705376,0.1,0.93131423 +3463.35,2653.1296,0.01785108,2008.8162,3190000.0,1588.0,199375.0,,49824.0,0.0001702816,0.1,0.91353 +3529.35,2668.7722,0.03477318,2008.7885,3200000.0,1593.0,200000.0,,49984.0,0.0001700256,0.1,0.8572711 +3504.45,2684.1448,0.0071487566,2010.0188,3210000.0,1597.0,200625.0,,50144.0,0.0001697696,0.1,0.8953007 +3499.35,2699.607,0.0056773736,2009.9875,3220000.0,1602.0,201250.0,,50304.0,0.0001695136,0.1,0.9709639 +3538.15,2715.4026,0.010273382,2009.9564,3230000.0,1607.0,201875.0,,50464.0,0.0001692576,0.1,0.933481 +3551.9,2730.8682,0.009932753,2009.9255,3240000.0,1612.0,202500.0,,50624.0,0.0001690016,0.1,0.8872775 +3541.3,2746.2312,-0.011014207,2011.1387,3250000.0,1616.0,203125.0,,50752.0,0.0001687968,0.1,0.88842636 +3534.65,2762.2178,0.021753876,2011.1042,3260000.0,1621.0,203750.0,,50912.0,0.0001685408,0.1,0.8542934 +3506.7,2778.0981,0.017119002,2011.0701,3270000.0,1626.0,204375.0,,51072.0,0.0001682848,0.1,0.86922425 +3548.8,2794.8596,0.009699319,2011.0361,3280000.0,1631.0,205000.0,,51232.0,0.0001680288,0.1,0.8311192 +3626.7,2811.6548,0.025171269,2012.2324,3290000.0,1635.0,205625.0,,51392.0,0.0001677728,0.1,0.88574755 +3650.25,2828.6274,0.030142898,2012.1951,3300000.0,1640.0,206250.0,,51552.0,0.0001675168,0.1,0.8264061 +3650.25,2846.775,0.017786998,2012.1581,3310000.0,1645.0,206875.0,,51712.0,0.0001672608,0.1,0.9201712 +3785.85,2866.5247,0.02319488,2013.3414,3320000.0,1649.0,207500.0,,51872.0,0.0001670048,0.1,0.91197646 +3785.85,2885.1082,-0.00943378,2014.519,3330000.0,1653.0,208125.0,,52000.0,0.0001668,0.1,0.9308348 +3819.7,2904.7468,0.029729124,2014.4752,3340000.0,1658.0,208750.0,,52160.0,0.000166544,0.1,0.9034284 +3844.2,2924.2458,0.042153567,2014.4318,3350000.0,1663.0,209375.0,,52320.0,0.000166288,0.1,0.84169745 +3846.6,2944.5012,0.025220145,2015.5969,3360000.0,1667.0,210000.0,,52480.0,0.000166032,0.1,0.9089514 +3848.5,2963.4333,0.012850773,2015.5503,3370000.0,1672.0,210625.0,,52640.0,0.000165776,0.1,0.88568026 +3842.6,2982.4268,0.016684147,2015.5039,3380000.0,1677.0,211250.0,,52800.0,0.00016552,0.1,0.8859097 +3764.85,3000.6785,0.035330873,2016.6567,3390000.0,1681.0,211875.0,,52960.0,0.000165264,0.1,0.88626254 +3783.1,3018.801,0.010900532,2016.6073,3400000.0,1686.0,212500.0,,53120.0,0.000165008,0.1,0.9185711 +3740.4,3036.433,0.009253562,2016.5582,3410000.0,1691.0,213125.0,,53280.0,0.000164752,0.1,0.8703989 +3827.2,3055.6165,0.013431596,2017.6991,3420000.0,1695.0,213750.0,,53408.0,0.0001645472,0.1,0.9408332 +3846.45,3075.442,0.014259519,2017.6471,3430000.0,1700.0,214375.0,,53568.0,0.0001642912,0.1,0.916431 +3862.2,3095.7185,0.018841365,2017.5953,3440000.0,1705.0,215000.0,,53728.0,0.0001640352,0.1,0.90100616 +3738.5,3114.0762,0.034369245,2017.5438,3450000.0,1710.0,215625.0,,53888.0,0.0001637792,0.1,0.8552376 +3717.3,3132.1885,0.028579371,2017.4927,3460000.0,1715.0,216250.0,,54048.0,0.0001635232,0.1,0.8807016 +3671.55,3148.8857,0.0116013875,2018.6155,3470000.0,1719.0,216875.0,,54208.0,0.0001632672,0.1,0.91529 +3672.6,3164.507,0.007955637,2018.5615,3480000.0,1724.0,217500.0,,54368.0,0.0001630112,0.1,0.91771054 +3665.45,3180.1775,0.01345797,2018.5078,3490000.0,1729.0,218125.0,,54528.0,0.0001627552,0.1,0.9224173 +3601.8,3194.7805,0.02736692,2019.6191,3500000.0,1733.0,218750.0,,54656.0,0.0001625504,0.1,0.8839409 +3656.7,3209.617,0.03169644,2019.5627,3510000.0,1738.0,219375.0,,54816.0,0.0001622944,0.1,0.91862845 +3667.2,3224.5237,0.0079781255,2019.5066,3520000.0,1743.0,220000.0,,54976.0,0.0001620384,0.1,0.8840957 +3666.3,3239.9487,0.002356054,2020.6068,3530000.0,1747.0,220625.0,,55136.0,0.0001617824,0.1,0.8583852 +3666.5,3255.7007,0.03572575,2020.548,3540000.0,1752.0,221250.0,,55296.0,0.0001615264,0.1,0.92481315 +3611.2,3271.2559,0.01718559,2020.4895,3550000.0,1757.0,221875.0,,55456.0,0.0001612704,0.1,0.8143505 +3627.55,3287.3325,0.030621745,2021.5786,3560000.0,1761.0,222500.0,,55616.0,0.0001610144,0.1,0.8003726 +3643.5,3302.3687,0.014768829,2021.5176,3570000.0,1766.0,223125.0,,55776.0,0.0001607584,0.1,0.89982533 +3810.6,3318.3665,0.021837132,2021.4568,3580000.0,1771.0,223750.0,,55936.0,0.0001605024,0.1,0.8834335 +3750.8,3334.4836,0.026265215,2022.5352,3590000.0,1775.0,224375.0,,56064.0,0.0001602976,0.1,0.8944358 +3739.3,3350.2676,0.010320467,2022.4719,3600000.0,1780.0,225000.0,,56224.0,0.0001600416,0.1,0.9065602 +3778.35,3366.7712,-0.0028964784,2022.4089,3610000.0,1785.0,225625.0,,56384.0,0.0001597856,0.1,0.9085568 +3771.15,3382.2502,0.05103273,2022.3463,3620000.0,1790.0,226250.0,,56544.0,0.0001595296,0.1,0.8345616 +3836.75,3398.5347,0.011780287,2023.4114,3630000.0,1794.0,226875.0,,56704.0,0.0001592736,0.1,0.8148556 +3859.85,3414.164,0.01887928,2023.3463,3640000.0,1799.0,227500.0,,56864.0,0.0001590176,0.1,0.8666653 +3845.8,3428.2568,0.039849058,2023.2816,3650000.0,1804.0,228125.0,,57024.0,0.0001587616,0.1,0.8147666 +3977.4,3442.7861,0.017568007,2023.2173,3660000.0,1809.0,228750.0,,57184.0,0.0001585056,0.1,0.9097116 +4024.5,3457.9055,0.017489469,2024.2692,3670000.0,1813.0,229375.0,,57312.0,0.0001583008,0.1,0.8550688 +4051.3,3473.8486,-5.9969258e-05,2024.2024,3680000.0,1818.0,230000.0,,57472.0,0.0001580448,0.1,0.86734307 +4027.1,3488.7769,0.03260085,2025.247,3690000.0,1822.0,230625.0,,57632.0,0.0001577888,0.1,0.8294427 +4058.6,3503.961,0.050853014,2025.1779,3700000.0,1827.0,231250.0,,57792.0,0.0001575328,0.1,0.811249 +4083.5,3519.7212,0.027825577,2025.1091,3710000.0,1832.0,231875.0,,57952.0,0.0001572768,0.1,0.88958025 +4151.8,3536.6387,0.010251067,2025.0408,3720000.0,1837.0,232500.0,,58112.0,0.0001570208,0.1,0.85941106 +4132.35,3551.6816,0.03202056,2024.9729,3730000.0,1842.0,233125.0,,58272.0,0.0001567648,0.1,0.8517184 +4201.6,3566.778,0.028343031,2026.0022,3740000.0,1846.0,233750.0,,58432.0,0.0001565088,0.1,0.795658 +4268.05,3581.8586,0.036877498,2025.9319,3750000.0,1851.0,234375.0,,58592.0,0.0001562528,0.1,0.9290924 +4295.5,3596.5605,0.0008252912,2026.9542,3760000.0,1855.0,235000.0,,58720.0,0.000156048,0.1,0.92104965 +4341.6,3611.5515,0.025911784,2026.8817,3770000.0,1860.0,235625.0,,58880.0,0.000155792,0.1,0.86442983 +4422.2,3626.2424,-0.0005883165,2027.897,3780000.0,1864.0,236250.0,,59040.0,0.000155536,0.1,0.904812 +4430.2,3640.5198,0.0118302,2027.8224,3790000.0,1869.0,236875.0,,59200.0,0.00015528,0.1,0.88042146 +4427.15,3654.0232,0.020894054,2027.7482,3800000.0,1874.0,237500.0,,59360.0,0.000155024,0.1,0.91125816 +4394.25,3666.3743,0.012785408,2027.6743,3810000.0,1879.0,238125.0,,59520.0,0.000154768,0.1,0.91722906 +4372.7,3678.574,0.033280797,2028.6776,3820000.0,1883.0,238750.0,,59680.0,0.000154512,0.1,0.86216366 +4353.4,3689.0166,-0.0021720785,2028.6017,3830000.0,1888.0,239375.0,,59840.0,0.000154256,0.1,0.95832396 +4407.55,3700.2275,-0.012419886,2028.5261,3840000.0,1893.0,240000.0,,60000.0,0.000154,0.1,0.98592675 +4482.85,3711.8906,0.015167302,2029.5203,3850000.0,1897.0,240625.0,,60128.0,0.0001537952,0.1,0.9277662 +4457.6,3723.3496,0.00073705846,2029.4427,3860000.0,1902.0,241250.0,,60288.0,0.0001535392,0.1,0.9436372 +4383.15,3733.0503,0.019150116,2028.3019,3870000.0,1908.0,241875.0,,60448.0,0.0001532832,0.1,0.9424004 +4345.7,3743.574,0.015263348,2028.2279,3880000.0,1913.0,242500.0,,60608.0,0.0001530272,0.1,0.9001286 +4265.45,3752.7754,0.020499751,2028.1543,3890000.0,1918.0,243125.0,,60768.0,0.0001527712,0.1,0.9056929 +4354.95,3762.7822,-0.001451696,2029.1364,3900000.0,1922.0,243750.0,,60928.0,0.0001525152,0.1,0.9289447 +4407.8,3774.0225,0.007122026,2029.0607,3910000.0,1927.0,244375.0,,61088.0,0.0001522592,0.1,0.9017587 +4411.5,3785.0789,0.035895206,2030.0363,3920000.0,1931.0,245000.0,,61248.0,0.0001520032,0.1,0.86510015 +4331.4,3794.7166,0.009045758,2029.9586,3930000.0,1936.0,245625.0,,61376.0,0.0001517984,0.1,0.8813496 +4290.55,3803.407,0.025490621,2030.9279,3940000.0,1940.0,246250.0,,61536.0,0.0001515424,0.1,0.87819004 +4357.3,3812.1785,0.038638625,2030.8484,3950000.0,1945.0,246875.0,,61696.0,0.0001512864,0.1,0.82904303 +4290.0,3820.1125,0.019545011,2031.8112,3960000.0,1949.0,247500.0,,61856.0,0.0001510304,0.1,0.94406474 +4303.35,3827.9644,-0.004852243,2031.7297,3970000.0,1954.0,248125.0,,62016.0,0.0001507744,0.1,0.89738005 +4322.85,3836.3013,0.006650965,2032.6864,3980000.0,1958.0,248750.0,,62176.0,0.0001505184,0.1,0.9170824 +4295.15,3843.258,0.010556332,2032.6031,3990000.0,1963.0,249375.0,,62336.0,0.0001502624,0.1,0.9343263 +4310.6,3849.185,0.01481913,2032.5204,4000000.0,1968.0,250000.0,,62496.0,0.0001500064,0.1,0.9094339 +4310.6,3856.02,0.009603683,2032.4379,4010000.0,1973.0,250625.0,,62656.0,0.0001497504,0.1,0.80119276 +4278.4,3863.2024,0.009294643,2033.3839,4020000.0,1977.0,251250.0,,62784.0,0.0001495456,0.1,0.8741094 +4285.55,3870.9048,0.0073215705,2033.2997,4030000.0,1982.0,251875.0,,62944.0,0.0001492896,0.1,0.8856139 +4258.15,3879.184,0.029628515,2033.216,4040000.0,1987.0,252500.0,,63104.0,0.0001490336,0.1,0.85145247 +4499.45,3890.0024,0.020292135,2033.1326,4050000.0,1992.0,253125.0,,63264.0,0.0001487776,0.1,0.84441006 +4483.65,3901.5544,0.00970149,2032.032,4060000.0,1998.0,253750.0,,63424.0,0.0001485216,0.1,0.8137336 +4549.9,3913.402,0.017821673,2032.967,4070000.0,2002.0,254375.0,,63584.0,0.0001482656,0.1,0.85847527 +4549.4,3924.6348,0.0246775,2031.8726,4080000.0,2008.0,255000.0,,63744.0,0.0001480096,0.1,0.83800876 +4556.0,3936.329,0.028497418,2032.8032,4090000.0,2012.0,255625.0,,63904.0,0.0001477536,0.1,0.85001135 +4542.3,3948.2637,0.02133622,2032.7219,4100000.0,2017.0,256250.0,,64032.0,0.0001475488,0.1,0.86886835 +4689.2,3962.2063,0.01480183,2032.641,4110000.0,2022.0,256875.0,,64192.0,0.0001472928,0.1,0.8923701 +4710.9,3976.0615,0.016615793,2033.5637,4120000.0,2026.0,257500.0,,64352.0,0.0001470368,0.1,0.9201813 +4760.8,3991.0112,0.028853264,2033.4811,4130000.0,2031.0,258125.0,,64512.0,0.0001467808,0.1,0.8250296 +4855.35,4007.1414,0.017190525,2033.3988,4140000.0,2036.0,258750.0,,64672.0,0.0001465248,0.1,0.8170085 +4888.95,4022.57,0.021290319,2034.3137,4150000.0,2040.0,259375.0,,64832.0,0.0001462688,0.1,0.8565752 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a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/info/ppo_atari_lam85_demonattack_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/info/ppo_atari_lam85_demonattack_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..724ce5dfcd666ab21596f4d598d146c53809587a --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/info/ppo_atari_lam85_demonattack_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 13917.984375, + "strength": 5970.25048828125, + "max_strength": 16305.9013671875, + "final_strength": 16305.9013671875, + "sample_efficiency": 1.7830707577104477e-07, + "training_efficiency": 1.1388482562324498e-05, + "stability": 0.9971197247505188, + "consistency": 0.7551338076591492 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0.log b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..d8261dba7950ce3659e19fdd03c52e4bea75d15a --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0.log @@ -0,0 +1,5 @@ +2026-01-08 14:21:05 | INFO | PID:1230 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:13917.98 | strength:5970 | max_strength:1.631e+04 | final_strength:1.631e+04 | sample_efficiency:1.783e-07 | training_efficiency:1.139e-05 | stability:0.9971 | consistency:0.7551 +2026-01-08 14:21:05 | INFO | PID:1230 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 14:21:05 | INFO | PID:1230 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_demonattack_2026_01_08_130150 +2026-01-08 14:21:05 | INFO | PID:1230 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-08 14:21:05 | INFO | PID:1230 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_demonattack_2026_01_08_130150 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_demonattack_2026_01_08_130150... diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s0.log b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..05258380875b343b4b04996cf62cd440ab4d11c4 --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s0.log @@ -0,0 +1,338 @@ +2026-01-08 13:01:52 | INFO | PID:1301 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:33 | INFO | PID:1301 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 13:02:33 | INFO | PID:1301 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.85 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.85 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 13:02:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:54.00 total_reward_ma:54.00 loss:-0.02373 fps:222.2 +frame:1.00e+04 wall_t:45 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.782 +2026-01-08 13:02:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:113.75 total_reward_ma:83.88 loss:-0.02411 fps:392.2 +frame:2.00e+04 wall_t:51 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.774 +2026-01-08 13:02:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:130.00 total_reward_ma:99.25 loss:-0.02743 fps:535.7 +frame:3.00e+04 wall_t:56 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.757 +2026-01-08 13:02:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:142.62 total_reward_ma:110.09 loss:-0.0278 fps:645.2 +frame:4.00e+04 wall_t:62 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.726 +2026-01-08 13:03:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:137.73 total_reward_ma:115.62 loss:-0.02823 fps:746.3 +frame:5.00e+04 wall_t:67 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.69 +2026-01-08 13:03:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:138.70 total_reward_ma:119.47 loss:-0.02619 fps:821.9 +frame:6.00e+04 wall_t:73 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.667 +2026-01-08 13:03:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:139.28 total_reward_ma:122.30 loss:-0.0232 fps:897.4 +frame:7.00e+04 wall_t:78 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.638 +2026-01-08 13:03:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:137.86 total_reward_ma:124.24 loss:-0.02479 fps:952.4 +frame:8.00e+04 wall_t:84 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.59 +2026-01-08 13:03:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:145.15 total_reward_ma:126.57 loss:-0.02254 fps:1011 +frame:9.00e+04 wall_t:89 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.575 +2026-01-08 13:03:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:151.60 total_reward_ma:129.07 loss:-0.02358 fps:1053 +frame:1.00e+05 wall_t:95 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.549 +2026-01-08 13:03:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:151.90 total_reward_ma:131.14 loss:-0.02111 fps:1089 +frame:1.10e+05 wall_t:101 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.553 +2026-01-08 13:03:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:160.10 total_reward_ma:133.56 loss:-0.02068 fps:1121 +frame:1.20e+05 wall_t:107 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.496 +2026-01-08 13:03:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:171.20 total_reward_ma:136.45 loss:-0.02576 fps:1161 +frame:1.30e+05 wall_t:112 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.446 +2026-01-08 13:03:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:177.15 total_reward_ma:139.36 loss:-0.02119 fps:1186 +frame:1.40e+05 wall_t:118 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.366 +2026-01-08 13:03:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:185.50 total_reward_ma:142.44 loss:-0.01662 fps:1210 +frame:1.50e+05 wall_t:124 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.346 +2026-01-08 13:04:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:198.55 total_reward_ma:145.94 loss:-0.01823 fps:1240 +frame:1.60e+05 wall_t:129 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.356 +2026-01-08 13:04:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:214.15 total_reward_ma:149.96 loss:-0.02094 fps:1259 +frame:1.70e+05 wall_t:135 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.347 +2026-01-08 13:04:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:223.70 total_reward_ma:154.05 loss:-0.01766 fps:1286 +frame:1.80e+05 wall_t:140 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.333 +2026-01-08 13:04:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:225.05 total_reward_ma:157.79 loss:-0.01857 fps:1310 +frame:1.90e+05 wall_t:145 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.346 +2026-01-08 13:04:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:239.30 total_reward_ma:161.86 loss:-0.017 fps:1325 +frame:2.00e+05 wall_t:151 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.34 +2026-01-08 13:04:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:254.15 total_reward_ma:166.26 loss:-0.01804 fps:1338 +frame:2.10e+05 wall_t:157 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.3 +2026-01-08 13:04:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:268.45 total_reward_ma:170.90 loss:-0.01659 fps:1350 +frame:2.20e+05 wall_t:163 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.253 +2026-01-08 13:04:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:274.85 total_reward_ma:175.42 loss:-0.01402 fps:1369 +frame:2.30e+05 wall_t:168 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.237 +2026-01-08 13:04:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:276.85 total_reward_ma:179.65 loss:-0.01901 fps:1379 +frame:2.40e+05 wall_t:174 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.263 +2026-01-08 13:04:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:287.15 total_reward_ma:183.95 loss:-0.01744 fps:1389 +frame:2.50e+05 wall_t:180 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.329 +2026-01-08 13:05:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:298.00 total_reward_ma:188.34 loss:-0.01428 fps:1398 +frame:2.60e+05 wall_t:186 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.35 +2026-01-08 13:05:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:314.60 total_reward_ma:193.01 loss:-0.0137 fps:1414 +frame:2.70e+05 wall_t:191 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.29 +2026-01-08 13:05:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:311.30 total_reward_ma:197.24 loss:-0.01288 fps:1421 +frame:2.80e+05 wall_t:197 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.254 +2026-01-08 13:05:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:319.10 total_reward_ma:201.44 loss:-0.01196 fps:1436 +frame:2.90e+05 wall_t:202 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.3 +2026-01-08 13:05:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:318.85 total_reward_ma:205.35 loss:-0.01797 fps:1442 +frame:3.00e+05 wall_t:208 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.225 +2026-01-08 13:05:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:316.70 total_reward_ma:208.94 loss:-0.02059 fps:1449 +frame:3.10e+05 wall_t:214 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.189 +2026-01-08 13:05:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:339.40 total_reward_ma:213.02 loss:-0.009149 fps:1455 +frame:3.20e+05 wall_t:220 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.254 +2026-01-08 13:05:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:366.45 total_reward_ma:217.67 loss:-0.008911 fps:1460 +frame:3.30e+05 wall_t:226 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.272 +2026-01-08 13:05:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:379.35 total_reward_ma:222.43 loss:-0.01398 fps:1472 +frame:3.40e+05 wall_t:231 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.216 +2026-01-08 13:05:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:379.70 total_reward_ma:226.92 loss:-0.009886 fps:1483 +frame:3.50e+05 wall_t:236 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.246 +2026-01-08 13:05:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:402.55 total_reward_ma:231.80 loss:-0.0158 fps:1488 +frame:3.60e+05 wall_t:242 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.18 +2026-01-08 13:06:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:389.90 total_reward_ma:236.07 loss:-0.01497 fps:1492 +frame:3.70e+05 wall_t:248 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.253 +2026-01-08 13:06:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:388.55 total_reward_ma:240.08 loss:-0.01132 fps:1502 +frame:3.80e+05 wall_t:253 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.326 +2026-01-08 13:06:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:384.95 total_reward_ma:243.80 loss:-0.01884 fps:1512 +frame:3.90e+05 wall_t:258 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.307 +2026-01-08 13:06:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:402.40 total_reward_ma:247.76 loss:-0.01992 fps:1515 +frame:4.00e+05 wall_t:264 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.327 +2026-01-08 13:06:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:412.50 total_reward_ma:251.78 loss:-0.009901 fps:1519 +frame:4.10e+05 wall_t:270 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.32 +2026-01-08 13:06:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:429.70 total_reward_ma:256.02 loss:-0.01779 fps:1522 +frame:4.20e+05 wall_t:276 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.315 +2026-01-08 13:06:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:447.70 total_reward_ma:260.48 loss:-0.01117 fps:1530 +frame:4.30e+05 wall_t:281 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.3 +2026-01-08 13:06:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:454.05 total_reward_ma:264.87 loss:-0.012 fps:1533 +frame:4.40e+05 wall_t:287 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.272 +2026-01-08 13:06:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:450.15 total_reward_ma:268.99 loss:-0.01605 fps:1541 +frame:4.50e+05 wall_t:292 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.238 +2026-01-08 13:06:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:476.60 total_reward_ma:273.51 loss:-0.01573 fps:1544 +frame:4.60e+05 wall_t:298 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.342 +2026-01-08 13:06:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:470.30 total_reward_ma:277.69 loss:-0.01531 fps:1551 +frame:4.70e+05 wall_t:303 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.291 +2026-01-08 13:07:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:490.20 total_reward_ma:282.12 loss:-0.0191 fps:1553 +frame:4.80e+05 wall_t:309 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.223 +2026-01-08 13:07:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:477.70 total_reward_ma:286.11 loss:-0.01267 fps:1556 +frame:4.90e+05 wall_t:315 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.298 +2026-01-08 13:07:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:484.25 total_reward_ma:290.07 loss:-0.01295 fps:1558 +frame:5.00e+05 wall_t:321 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.283 +2026-01-08 13:07:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:493.20 total_reward_ma:294.06 loss:-0.01805 fps:1560 +frame:5.10e+05 wall_t:327 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.203 +2026-01-08 13:07:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:507.75 total_reward_ma:298.17 loss:-0.008549 fps:1566 +frame:5.20e+05 wall_t:332 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.226 +2026-01-08 13:07:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:521.85 total_reward_ma:302.39 loss:-0.006365 fps:1573 +frame:5.30e+05 wall_t:337 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.218 +2026-01-08 13:07:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_demonattack_t0_s0 [train] +total_reward:526.90 total_reward_ma:306.54 loss:-0.02081 fps:1579 +frame:5.40e+05 wall_t:342 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.225 diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s1.log b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..b4a54cb4fd4b91b094eb6e69bf734558689d24b4 --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:52 | INFO | PID:1302 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:62.50 total_reward_ma:62.50 loss:-0.02189 fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.78 +2026-01-08 13:02:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:117.14 total_reward_ma:89.82 loss:-0.02442 fps:384.6 +frame:2.00e+04 wall_t:52 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.762 +2026-01-08 13:02:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:138.23 total_reward_ma:105.96 loss:-0.02642 fps:526.3 +frame:3.00e+04 wall_t:57 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.748 +2026-01-08 13:02:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:143.21 total_reward_ma:115.27 loss:-0.02824 fps:634.9 +frame:4.00e+04 wall_t:63 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.738 +2026-01-08 13:03:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:154.00 total_reward_ma:123.02 loss:-0.0271 fps:735.3 +frame:5.00e+04 wall_t:68 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.724 +2026-01-08 13:03:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:162.58 total_reward_ma:129.61 loss:-0.02407 fps:810.8 +frame:6.00e+04 wall_t:74 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.697 +2026-01-08 13:03:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:163.31 total_reward_ma:134.42 loss:-0.02821 fps:886.1 +frame:7.00e+04 wall_t:79 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.674 +2026-01-08 13:03:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:168.10 total_reward_ma:138.63 loss:-0.02216 fps:952.4 +frame:8.00e+04 wall_t:84 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.653 +2026-01-08 13:03:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:172.55 total_reward_ma:142.40 loss:-0.02212 fps:1000 +frame:9.00e+04 wall_t:90 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.641 +2026-01-08 13:03:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:202.30 total_reward_ma:148.39 loss:-0.02519 fps:1053 +frame:1.00e+05 wall_t:95 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.626 +2026-01-08 13:03:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:206.80 total_reward_ma:153.70 loss:-0.02366 fps:1100 +frame:1.10e+05 wall_t:100 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.594 +2026-01-08 13:03:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:203.70 total_reward_ma:157.87 loss:-0.02088 fps:1121 +frame:1.20e+05 wall_t:107 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.618 +2026-01-08 13:03:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:204.65 total_reward_ma:161.47 loss:-0.01624 fps:1150 +frame:1.30e+05 wall_t:113 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.565 +2026-01-08 13:03:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:199.00 total_reward_ma:164.15 loss:-0.01903 fps:1176 +frame:1.40e+05 wall_t:119 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.564 +2026-01-08 13:03:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:196.55 total_reward_ma:166.31 loss:-0.02192 fps:1200 +frame:1.50e+05 wall_t:125 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.564 +2026-01-08 13:04:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:196.05 total_reward_ma:168.17 loss:-0.02574 fps:1221 +frame:1.60e+05 wall_t:131 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.578 +2026-01-08 13:04:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:193.10 total_reward_ma:169.63 loss:-0.02564 fps:1250 +frame:1.70e+05 wall_t:136 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.521 +2026-01-08 13:04:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:173.80 total_reward_ma:169.86 loss:-0.02075 fps:1277 +frame:1.80e+05 wall_t:141 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.541 +2026-01-08 13:04:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:178.85 total_reward_ma:170.34 loss:-0.02364 fps:1301 +frame:1.90e+05 wall_t:146 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.551 +2026-01-08 13:04:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:177.55 total_reward_ma:170.70 loss:-0.02035 fps:1325 +frame:2.00e+05 wall_t:151 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.515 +2026-01-08 13:04:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:199.35 total_reward_ma:172.06 loss:-0.02603 fps:1338 +frame:2.10e+05 wall_t:157 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.546 +2026-01-08 13:04:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:211.60 total_reward_ma:173.86 loss:-0.02669 fps:1350 +frame:2.20e+05 wall_t:163 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.568 +2026-01-08 13:04:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:214.40 total_reward_ma:175.62 loss:-0.02195 fps:1369 +frame:2.30e+05 wall_t:168 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.556 +2026-01-08 13:04:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:234.70 total_reward_ma:178.08 loss:-0.01978 fps:1379 +frame:2.40e+05 wall_t:174 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.572 +2026-01-08 13:04:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:246.50 total_reward_ma:180.82 loss:-0.01823 fps:1389 +frame:2.50e+05 wall_t:180 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.536 +2026-01-08 13:04:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:244.05 total_reward_ma:183.25 loss:-0.02249 fps:1405 +frame:2.60e+05 wall_t:185 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.524 +2026-01-08 13:05:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:242.20 total_reward_ma:185.44 loss:-0.02668 fps:1421 +frame:2.70e+05 wall_t:190 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.534 +2026-01-08 13:05:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:247.40 total_reward_ma:187.65 loss:-0.02543 fps:1429 +frame:2.80e+05 wall_t:196 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.543 +2026-01-08 13:05:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:267.55 total_reward_ma:190.40 loss:-0.02097 fps:1443 +frame:2.90e+05 wall_t:201 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.524 +2026-01-08 13:05:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:277.75 total_reward_ma:193.32 loss:-0.02561 fps:1456 +frame:3.00e+05 wall_t:206 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.514 +2026-01-08 13:05:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:270.15 total_reward_ma:195.79 loss:-0.02249 fps:1462 +frame:3.10e+05 wall_t:212 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.474 +2026-01-08 13:05:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:281.70 total_reward_ma:198.48 loss:-0.01937 fps:1468 +frame:3.20e+05 wall_t:218 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.499 +2026-01-08 13:05:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:287.55 total_reward_ma:201.18 loss:-0.02111 fps:1480 +frame:3.30e+05 wall_t:223 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.494 +2026-01-08 13:05:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:284.70 total_reward_ma:203.63 loss:-0.01816 fps:1485 +frame:3.40e+05 wall_t:229 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.468 +2026-01-08 13:05:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:282.85 total_reward_ma:205.90 loss:-0.0204 fps:1496 +frame:3.50e+05 wall_t:234 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.469 +2026-01-08 13:05:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:283.65 total_reward_ma:208.06 loss:-0.01425 fps:1506 +frame:3.60e+05 wall_t:239 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.332 +2026-01-08 13:05:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:295.65 total_reward_ma:210.42 loss:-0.02102 fps:1516 +frame:3.70e+05 wall_t:244 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.331 +2026-01-08 13:06:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:310.90 total_reward_ma:213.07 loss:-0.01837 fps:1520 +frame:3.80e+05 wall_t:250 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.299 +2026-01-08 13:06:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:316.65 total_reward_ma:215.72 loss:-0.01765 fps:1529 +frame:3.90e+05 wall_t:255 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.334 +2026-01-08 13:06:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:326.90 total_reward_ma:218.50 loss:-0.01946 fps:1533 +frame:4.00e+05 wall_t:261 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.34 +2026-01-08 13:06:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:327.95 total_reward_ma:221.17 loss:-0.01921 fps:1541 +frame:4.10e+05 wall_t:266 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.32 +2026-01-08 13:06:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:320.55 total_reward_ma:223.54 loss:-0.0144 fps:1544 +frame:4.20e+05 wall_t:272 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.345 +2026-01-08 13:06:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:335.55 total_reward_ma:226.14 loss:-0.01508 fps:1552 +frame:4.30e+05 wall_t:277 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.308 +2026-01-08 13:06:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:330.25 total_reward_ma:228.51 loss:-0.02094 fps:1560 +frame:4.40e+05 wall_t:282 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.375 +2026-01-08 13:06:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:337.55 total_reward_ma:230.93 loss:-0.01339 fps:1562 +frame:4.50e+05 wall_t:288 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.343 +2026-01-08 13:06:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:345.20 total_reward_ma:233.42 loss:-0.01634 fps:1565 +frame:4.60e+05 wall_t:294 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.364 +2026-01-08 13:06:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:358.00 total_reward_ma:236.07 loss:-0.01713 fps:1572 +frame:4.70e+05 wall_t:299 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.352 +2026-01-08 13:06:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:384.10 total_reward_ma:239.15 loss:-0.01794 fps:1579 +frame:4.80e+05 wall_t:304 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.305 +2026-01-08 13:07:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:403.20 total_reward_ma:242.50 loss:-0.01434 fps:1581 +frame:4.90e+05 wall_t:310 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.33 +2026-01-08 13:07:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:430.15 total_reward_ma:246.25 loss:-0.02285 fps:1587 +frame:5.00e+05 wall_t:315 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.384 +2026-01-08 13:07:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:434.15 total_reward_ma:249.94 loss:-0.02274 fps:1589 +frame:5.10e+05 wall_t:321 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.35 +2026-01-08 13:07:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:429.55 total_reward_ma:253.39 loss:-0.003869 fps:1595 +frame:5.20e+05 wall_t:326 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.31 +2026-01-08 13:07:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:486.05 total_reward_ma:257.78 loss:-0.01309 fps:1596 +frame:5.30e+05 wall_t:332 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.353 +2026-01-08 13:07:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:529.65 total_reward_ma:262.82 loss:-0.004685 fps:1602 +frame:5.40e+05 wall_t:337 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.296 +2026-01-08 13:07:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:575.95 total_reward_ma:268.51 loss:-0.01021 fps:1603 +frame:5.50e+05 wall_t:343 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.302 +2026-01-08 13:07:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:589.15 total_reward_ma:274.24 loss:-0.002589 fps:1609 +frame:5.60e+05 wall_t:348 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.291 +2026-01-08 13:07:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:642.60 total_reward_ma:280.70 loss:-0.007303 fps:1619 +frame:5.70e+05 wall_t:352 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.282 +2026-01-08 13:07:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:657.40 total_reward_ma:287.19 loss:-0.01509 fps:1629 +frame:5.80e+05 wall_t:356 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.292 +2026-01-08 13:07:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:685.00 total_reward_ma:293.94 loss:-0.0112 fps:1634 +frame:5.90e+05 wall_t:361 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.256 +2026-01-08 13:07:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:690.80 total_reward_ma:300.55 loss:-0.0182 fps:1644 +frame:6.00e+05 wall_t:365 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.344 +2026-01-08 13:08:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:731.85 total_reward_ma:307.62 loss:-0.01234 fps:1649 +frame:6.10e+05 wall_t:370 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.201 +2026-01-08 13:08:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:753.20 total_reward_ma:314.81 loss:-0.01071 fps:1653 +frame:6.20e+05 wall_t:375 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.225 +2026-01-08 13:08:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:744.25 total_reward_ma:321.62 loss:-0.003092 fps:1662 +frame:6.30e+05 wall_t:379 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.284 +2026-01-08 13:08:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:742.45 total_reward_ma:328.20 loss:-0.01093 fps:1667 +frame:6.40e+05 wall_t:384 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.274 +2026-01-08 13:08:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:767.30 total_reward_ma:334.95 loss:0.0001276 fps:1671 +frame:6.50e+05 wall_t:389 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.246 +2026-01-08 13:08:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:830.00 total_reward_ma:342.45 loss:-0.009176 fps:1679 +frame:6.60e+05 wall_t:393 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.199 +2026-01-08 13:08:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:815.95 total_reward_ma:349.52 loss:-0.02066 fps:1683 +frame:6.70e+05 wall_t:398 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.213 +2026-01-08 13:08:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:786.85 total_reward_ma:355.95 loss:-0.006045 fps:1687 +frame:6.80e+05 wall_t:403 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.192 +2026-01-08 13:08:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:804.35 total_reward_ma:362.45 loss:-0.007835 fps:1695 +frame:6.90e+05 wall_t:407 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.18 +2026-01-08 13:08:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:761.40 total_reward_ma:368.15 loss:-0.01506 fps:1699 +frame:7.00e+05 wall_t:412 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.191 +2026-01-08 13:08:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:769.20 total_reward_ma:373.80 loss:-0.01099 fps:1703 +frame:7.10e+05 wall_t:417 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.158 +2026-01-08 13:08:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:771.80 total_reward_ma:379.33 loss:-0.005068 fps:1706 +frame:7.20e+05 wall_t:422 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.161 +2026-01-08 13:09:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:780.15 total_reward_ma:384.82 loss:-0.003233 fps:1710 +frame:7.30e+05 wall_t:427 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.18 +2026-01-08 13:09:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:801.00 total_reward_ma:390.44 loss:0.005924 fps:1713 +frame:7.40e+05 wall_t:432 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.124 +2026-01-08 13:09:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:850.30 total_reward_ma:396.57 loss:-0.004283 fps:1716 +frame:7.50e+05 wall_t:437 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.152 +2026-01-08 13:09:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:858.40 total_reward_ma:402.65 loss:-0.009294 fps:1719 +frame:7.60e+05 wall_t:442 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.18 +2026-01-08 13:09:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:841.65 total_reward_ma:408.35 loss:0.0006973 fps:1726 +frame:7.70e+05 wall_t:446 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.094 +2026-01-08 13:09:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:832.55 total_reward_ma:413.79 loss:-0.01204 fps:1733 +frame:7.80e+05 wall_t:450 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.135 +2026-01-08 13:09:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:841.30 total_reward_ma:419.20 loss:0.003717 fps:1736 +frame:7.90e+05 wall_t:455 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.169 +2026-01-08 13:09:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:951.80 total_reward_ma:425.86 loss:0.0003232 fps:1739 +frame:8.00e+05 wall_t:460 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.129 +2026-01-08 13:09:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:982.85 total_reward_ma:432.74 loss:0.0021 fps:1746 +frame:8.10e+05 wall_t:464 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.174 +2026-01-08 13:09:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1019.50 total_reward_ma:439.89 loss:0.005003 fps:1748 +frame:8.20e+05 wall_t:469 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.143 +2026-01-08 13:09:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1052.90 total_reward_ma:447.28 loss:-0.00305 fps:1755 +frame:8.30e+05 wall_t:473 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.189 +2026-01-08 13:09:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1059.45 total_reward_ma:454.56 loss:-0.002672 fps:1757 +frame:8.40e+05 wall_t:478 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.125 +2026-01-08 13:09:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1093.35 total_reward_ma:462.08 loss:0.01337 fps:1760 +frame:8.50e+05 wall_t:483 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.148 +2026-01-08 13:10:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1121.65 total_reward_ma:469.75 loss:4.946e-05 fps:1766 +frame:8.60e+05 wall_t:487 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.096 +2026-01-08 13:10:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1111.50 total_reward_ma:477.13 loss:-0.002071 fps:1768 +frame:8.70e+05 wall_t:492 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.123 +2026-01-08 13:10:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1164.50 total_reward_ma:484.94 loss:0.00913 fps:1771 +frame:8.80e+05 wall_t:497 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.043 +2026-01-08 13:10:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1262.15 total_reward_ma:493.67 loss:0.004872 fps:1776 +frame:8.90e+05 wall_t:501 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.054 +2026-01-08 13:10:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1274.50 total_reward_ma:502.35 loss:-0.001921 fps:1779 +frame:9.00e+05 wall_t:506 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.101 +2026-01-08 13:10:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1341.50 total_reward_ma:511.57 loss:0.01141 fps:1781 +frame:9.10e+05 wall_t:511 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.036 +2026-01-08 13:10:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1385.85 total_reward_ma:521.07 loss:0.01924 fps:1783 +frame:9.20e+05 wall_t:516 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.9986 +2026-01-08 13:10:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1396.00 total_reward_ma:530.48 loss:0.003605 fps:1788 +frame:9.30e+05 wall_t:520 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.9864 +2026-01-08 13:10:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1326.55 total_reward_ma:538.95 loss:0.0015 fps:1790 +frame:9.40e+05 wall_t:525 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.979 +2026-01-08 13:10:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1301.05 total_reward_ma:546.97 loss:-0.0004273 fps:1792 +frame:9.50e+05 wall_t:530 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.015 +2026-01-08 13:10:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1323.15 total_reward_ma:555.05 loss:-0.01439 fps:1794 +frame:9.60e+05 wall_t:535 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9792 +2026-01-08 13:10:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1233.10 total_reward_ma:562.04 loss:0.003802 fps:1796 +frame:9.70e+05 wall_t:540 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.001 +2026-01-08 13:10:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1163.40 total_reward_ma:568.18 loss:-0.007033 fps:1798 +frame:9.80e+05 wall_t:545 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.093 +2026-01-08 13:11:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1119.20 total_reward_ma:573.75 loss:-0.007718 fps:1800 +frame:9.90e+05 wall_t:550 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.081 +2026-01-08 13:11:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1162.25 total_reward_ma:579.63 loss:0.002377 fps:1805 +frame:1.00e+06 wall_t:554 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.073 +2026-01-08 13:11:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1158.00 total_reward_ma:590.59 loss:-0.008751 fps:1807 +frame:1.01e+06 wall_t:559 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.081 +2026-01-08 13:11:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1188.10 total_reward_ma:601.30 loss:0.006959 fps:1809 +frame:1.02e+06 wall_t:564 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.09 +2026-01-08 13:11:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1202.85 total_reward_ma:611.94 loss:0.00292 fps:1813 +frame:1.03e+06 wall_t:568 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.065 +2026-01-08 13:11:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1184.75 total_reward_ma:622.36 loss:-0.008311 fps:1815 +frame:1.04e+06 wall_t:573 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.068 +2026-01-08 13:11:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1172.55 total_reward_ma:632.54 loss:-0.01615 fps:1817 +frame:1.05e+06 wall_t:578 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.092 +2026-01-08 13:11:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1120.20 total_reward_ma:642.12 loss:-0.01254 fps:1818 +frame:1.06e+06 wall_t:583 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.106 +2026-01-08 13:11:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1058.15 total_reward_ma:651.07 loss:0.00116 fps:1820 +frame:1.07e+06 wall_t:588 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.067 +2026-01-08 13:11:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1058.85 total_reward_ma:659.97 loss:0.009251 fps:1821 +frame:1.08e+06 wall_t:593 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.01 +2026-01-08 13:11:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1044.25 total_reward_ma:668.69 loss:-0.001898 fps:1823 +frame:1.09e+06 wall_t:598 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.095 +2026-01-08 13:11:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1054.80 total_reward_ma:677.22 loss:-0.005183 fps:1827 +frame:1.10e+06 wall_t:602 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.128 +2026-01-08 13:12:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1152.85 total_reward_ma:686.68 loss:-0.005351 fps:1832 +frame:1.11e+06 wall_t:606 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.094 +2026-01-08 13:12:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1157.55 total_reward_ma:696.22 loss:0.01187 fps:1833 +frame:1.12e+06 wall_t:611 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9726 +2026-01-08 13:12:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1247.05 total_reward_ma:706.64 loss:-0.00118 fps:1834 +frame:1.13e+06 wall_t:616 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.124 +2026-01-08 13:12:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1362.45 total_reward_ma:718.27 loss:-0.006872 fps:1836 +frame:1.14e+06 wall_t:621 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.078 +2026-01-08 13:12:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1348.65 total_reward_ma:729.80 loss:-0.009837 fps:1837 +frame:1.15e+06 wall_t:626 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.022 +2026-01-08 13:12:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1356.15 total_reward_ma:741.40 loss:0.003239 fps:1838 +frame:1.16e+06 wall_t:631 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.9671 +2026-01-08 13:12:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1412.95 total_reward_ma:753.59 loss:0.002788 fps:1843 +frame:1.17e+06 wall_t:635 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.051 +2026-01-08 13:12:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1399.50 total_reward_ma:765.85 loss:0.003693 fps:1844 +frame:1.18e+06 wall_t:640 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.9368 +2026-01-08 13:12:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1451.25 total_reward_ma:778.58 loss:-0.007152 fps:1845 +frame:1.19e+06 wall_t:645 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.006 +2026-01-08 13:12:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1414.45 total_reward_ma:790.95 loss:-0.0007172 fps:1849 +frame:1.20e+06 wall_t:649 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.9642 +2026-01-08 13:12:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1448.55 total_reward_ma:803.44 loss:0.008672 fps:1850 +frame:1.21e+06 wall_t:654 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.086 +2026-01-08 13:12:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1474.10 total_reward_ma:816.06 loss:0.01012 fps:1854 +frame:1.22e+06 wall_t:658 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.091 +2026-01-08 13:12:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1465.90 total_reward_ma:828.58 loss:-0.0112 fps:1855 +frame:1.23e+06 wall_t:663 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9937 +2026-01-08 13:13:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1539.50 total_reward_ma:841.62 loss:0.01535 fps:1856 +frame:1.24e+06 wall_t:668 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.003 +2026-01-08 13:13:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1575.75 total_reward_ma:854.92 loss:0.0003948 fps:1857 +frame:1.25e+06 wall_t:673 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.1 +2026-01-08 13:13:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1613.00 total_reward_ma:868.61 loss:-0.002891 fps:1861 +frame:1.26e+06 wall_t:677 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.047 +2026-01-08 13:13:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1627.05 total_reward_ma:882.46 loss:0.005756 fps:1862 +frame:1.27e+06 wall_t:682 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.056 +2026-01-08 13:13:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1660.30 total_reward_ma:896.58 loss:-0.003529 fps:1863 +frame:1.28e+06 wall_t:687 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.087 +2026-01-08 13:13:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1708.10 total_reward_ma:910.99 loss:-0.009511 fps:1867 +frame:1.29e+06 wall_t:691 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.028 +2026-01-08 13:13:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1722.40 total_reward_ma:925.44 loss:0.005865 fps:1868 +frame:1.30e+06 wall_t:696 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.9834 +2026-01-08 13:13:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1663.45 total_reward_ma:939.37 loss:0.006218 fps:1869 +frame:1.31e+06 wall_t:701 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.036 +2026-01-08 13:13:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1722.50 total_reward_ma:953.78 loss:0.01382 fps:1870 +frame:1.32e+06 wall_t:706 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.963 +2026-01-08 13:13:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1673.70 total_reward_ma:967.64 loss:0.00496 fps:1873 +frame:1.33e+06 wall_t:710 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.974 +2026-01-08 13:13:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1724.55 total_reward_ma:982.04 loss:0.00619 fps:1877 +frame:1.34e+06 wall_t:714 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.9629 +2026-01-08 13:13:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1687.15 total_reward_ma:996.08 loss:0.01059 fps:1878 +frame:1.35e+06 wall_t:719 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.022 +2026-01-08 13:13:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1777.25 total_reward_ma:1011.02 loss:0.009582 fps:1878 +frame:1.36e+06 wall_t:724 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.9645 +2026-01-08 13:14:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1779.50 total_reward_ma:1025.85 loss:-0.00562 fps:1882 +frame:1.37e+06 wall_t:728 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.01 +2026-01-08 13:14:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1761.55 total_reward_ma:1040.36 loss:0.01784 fps:1885 +frame:1.38e+06 wall_t:732 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.9725 +2026-01-08 13:14:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1746.60 total_reward_ma:1054.66 loss:-0.003545 fps:1886 +frame:1.39e+06 wall_t:737 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.03 +2026-01-08 13:14:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1808.80 total_reward_ma:1069.48 loss:0.001351 fps:1887 +frame:1.40e+06 wall_t:742 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.9628 +2026-01-08 13:14:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1857.90 total_reward_ma:1084.78 loss:-0.003109 fps:1885 +frame:1.41e+06 wall_t:748 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.011 +2026-01-08 13:14:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1837.20 total_reward_ma:1099.95 loss:0.001703 fps:1886 +frame:1.42e+06 wall_t:753 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.014 +2026-01-08 13:14:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1879.85 total_reward_ma:1115.39 loss:-0.002757 fps:1887 +frame:1.43e+06 wall_t:758 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.965 +2026-01-08 13:14:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1923.15 total_reward_ma:1131.32 loss:-8.326e-05 fps:1887 +frame:1.44e+06 wall_t:763 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.057 +2026-01-08 13:14:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1899.70 total_reward_ma:1146.94 loss:0.003224 fps:1888 +frame:1.45e+06 wall_t:768 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.035 +2026-01-08 13:14:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1893.70 total_reward_ma:1162.42 loss:0.006455 fps:1891 +frame:1.46e+06 wall_t:772 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.982 +2026-01-08 13:14:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1894.40 total_reward_ma:1177.79 loss:-0.009739 fps:1892 +frame:1.47e+06 wall_t:777 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.064 +2026-01-08 13:14:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1919.70 total_reward_ma:1193.14 loss:-0.01117 fps:1893 +frame:1.48e+06 wall_t:782 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.054 +2026-01-08 13:15:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1878.00 total_reward_ma:1207.89 loss:0.004271 fps:1893 +frame:1.49e+06 wall_t:787 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.028 +2026-01-08 13:15:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1961.80 total_reward_ma:1223.21 loss:0.003791 fps:1894 +frame:1.50e+06 wall_t:792 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.9954 +2026-01-08 13:15:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1963.50 total_reward_ma:1238.50 loss:-0.005999 fps:1895 +frame:1.51e+06 wall_t:797 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.023 +2026-01-08 13:15:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1955.90 total_reward_ma:1253.77 loss:0.02202 fps:1895 +frame:1.52e+06 wall_t:802 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.029 +2026-01-08 13:15:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1976.00 total_reward_ma:1268.67 loss:0.001984 fps:1896 +frame:1.53e+06 wall_t:807 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.06 +2026-01-08 13:15:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1998.20 total_reward_ma:1283.35 loss:-0.0007163 fps:1899 +frame:1.54e+06 wall_t:811 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.071 +2026-01-08 13:15:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2052.00 total_reward_ma:1298.11 loss:0.01556 fps:1900 +frame:1.55e+06 wall_t:816 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.097 +2026-01-08 13:15:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2001.80 total_reward_ma:1312.24 loss:0.007036 fps:1900 +frame:1.56e+06 wall_t:821 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.074 +2026-01-08 13:15:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2081.40 total_reward_ma:1326.63 loss:0.008915 fps:1903 +frame:1.57e+06 wall_t:825 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.015 +2026-01-08 13:15:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2026.10 total_reward_ma:1340.31 loss:0.01432 fps:1904 +frame:1.58e+06 wall_t:830 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.051 +2026-01-08 13:15:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2062.35 total_reward_ma:1354.09 loss:-0.003874 fps:1906 +frame:1.59e+06 wall_t:834 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.055 +2026-01-08 13:15:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2055.40 total_reward_ma:1367.73 loss:0.004607 fps:1907 +frame:1.60e+06 wall_t:839 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9744 +2026-01-08 13:15:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1909.85 total_reward_ma:1379.51 loss:-0.002518 fps:1908 +frame:1.61e+06 wall_t:844 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.9994 +2026-01-08 13:16:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1893.40 total_reward_ma:1390.91 loss:0.001739 fps:1910 +frame:1.62e+06 wall_t:848 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.9528 +2026-01-08 13:16:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1855.45 total_reward_ma:1402.03 loss:-0.003832 fps:1911 +frame:1.63e+06 wall_t:853 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.9617 +2026-01-08 13:16:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1774.95 total_reward_ma:1412.35 loss:0.006671 fps:1911 +frame:1.64e+06 wall_t:858 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.005 +2026-01-08 13:16:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1739.40 total_reward_ma:1422.07 loss:0.008032 fps:1914 +frame:1.65e+06 wall_t:862 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.01 +2026-01-08 13:16:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1757.40 total_reward_ma:1431.35 loss:-0.008923 fps:1915 +frame:1.66e+06 wall_t:867 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.016 +2026-01-08 13:16:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1680.45 total_reward_ma:1439.99 loss:0.00786 fps:1915 +frame:1.67e+06 wall_t:872 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.9987 +2026-01-08 13:16:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1712.35 total_reward_ma:1449.25 loss:0.002818 fps:1918 +frame:1.68e+06 wall_t:876 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.059 +2026-01-08 13:16:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1610.35 total_reward_ma:1457.31 loss:-0.004022 fps:1918 +frame:1.69e+06 wall_t:881 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.071 +2026-01-08 13:16:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1575.80 total_reward_ma:1465.45 loss:0.01006 fps:1919 +frame:1.70e+06 wall_t:886 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.095 +2026-01-08 13:16:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1606.05 total_reward_ma:1473.82 loss:0.003766 fps:1919 +frame:1.71e+06 wall_t:891 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.095 +2026-01-08 13:16:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1634.55 total_reward_ma:1482.45 loss:0.01945 fps:1922 +frame:1.72e+06 wall_t:895 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.009 +2026-01-08 13:16:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1660.35 total_reward_ma:1491.25 loss:0.008239 fps:1920 +frame:1.73e+06 wall_t:901 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.025 +2026-01-08 13:16:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1725.30 total_reward_ma:1500.49 loss:-0.01642 fps:1923 +frame:1.74e+06 wall_t:905 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.081 +2026-01-08 13:17:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1656.95 total_reward_ma:1508.56 loss:0.01426 fps:1923 +frame:1.75e+06 wall_t:910 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.9697 +2026-01-08 13:17:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1644.95 total_reward_ma:1516.42 loss:-0.006249 fps:1923 +frame:1.76e+06 wall_t:915 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.039 +2026-01-08 13:17:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1614.40 total_reward_ma:1524.15 loss:0.007664 fps:1924 +frame:1.77e+06 wall_t:920 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.9977 +2026-01-08 13:17:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1590.15 total_reward_ma:1531.73 loss:-0.007321 fps:1926 +frame:1.78e+06 wall_t:924 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.9929 +2026-01-08 13:17:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1671.35 total_reward_ma:1540.03 loss:0.0009019 fps:1927 +frame:1.79e+06 wall_t:929 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.029 +2026-01-08 13:17:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1761.10 total_reward_ma:1548.12 loss:0.00293 fps:1929 +frame:1.80e+06 wall_t:933 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.157 +2026-01-08 13:17:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1832.55 total_reward_ma:1556.62 loss:0.00784 fps:1930 +frame:1.81e+06 wall_t:938 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.033 +2026-01-08 13:17:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1905.75 total_reward_ma:1565.48 loss:-0.003454 fps:1930 +frame:1.82e+06 wall_t:943 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.008 +2026-01-08 13:17:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1954.25 total_reward_ma:1574.49 loss:0.005022 fps:1930 +frame:1.83e+06 wall_t:948 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.062 +2026-01-08 13:17:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1972.00 total_reward_ma:1583.62 loss:0.006179 fps:1933 +frame:1.84e+06 wall_t:952 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.073 +2026-01-08 13:17:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:1988.05 total_reward_ma:1592.57 loss:-0.01041 fps:1933 +frame:1.85e+06 wall_t:957 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.012 +2026-01-08 13:17:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2029.30 total_reward_ma:1601.64 loss:-0.008538 fps:1933 +frame:1.86e+06 wall_t:962 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.9842 +2026-01-08 13:18:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2119.30 total_reward_ma:1611.72 loss:0.01461 fps:1936 +frame:1.87e+06 wall_t:966 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.9309 +2026-01-08 13:18:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2177.75 total_reward_ma:1621.85 loss:0.0161 fps:1936 +frame:1.88e+06 wall_t:971 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9982 +2026-01-08 13:18:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2218.30 total_reward_ma:1631.41 loss:0.01657 fps:1936 +frame:1.89e+06 wall_t:976 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.9786 +2026-01-08 13:18:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2353.90 total_reward_ma:1642.21 loss:0.005585 fps:1937 +frame:1.90e+06 wall_t:981 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.9653 +2026-01-08 13:18:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2334.40 total_reward_ma:1652.14 loss:0.006606 fps:1935 +frame:1.91e+06 wall_t:987 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.9502 +2026-01-08 13:18:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2384.70 total_reward_ma:1662.13 loss:0.001596 fps:1935 +frame:1.92e+06 wall_t:992 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.9474 +2026-01-08 13:18:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2608.85 total_reward_ma:1674.25 loss:0.005022 fps:1936 +frame:1.93e+06 wall_t:997 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.038 +2026-01-08 13:18:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2694.65 total_reward_ma:1687.94 loss:0.018 fps:1938 +frame:1.94e+06 wall_t:1001 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.01 +2026-01-08 13:18:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2685.30 total_reward_ma:1701.78 loss:-0.001075 fps:1938 +frame:1.95e+06 wall_t:1006 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.083 +2026-01-08 13:18:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2789.30 total_reward_ma:1716.44 loss:0.01035 fps:1941 +frame:1.96e+06 wall_t:1010 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.006 +2026-01-08 13:18:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2887.00 total_reward_ma:1732.98 loss:0.005519 fps:1941 +frame:1.97e+06 wall_t:1015 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.001 +2026-01-08 13:18:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2929.30 total_reward_ma:1750.64 loss:-0.007417 fps:1943 +frame:1.98e+06 wall_t:1019 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.133 +2026-01-08 13:18:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2894.15 total_reward_ma:1768.39 loss:0.01733 fps:1943 +frame:1.99e+06 wall_t:1024 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.975 +2026-01-08 13:19:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2879.85 total_reward_ma:1785.56 loss:0.006632 fps:1946 +frame:2.00e+06 wall_t:1028 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.9598 +2026-01-08 13:19:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2857.80 total_reward_ma:1802.56 loss:0.004687 fps:1946 +frame:2.01e+06 wall_t:1033 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.121 +2026-01-08 13:19:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2857.80 total_reward_ma:1819.26 loss:0.003314 fps:1946 +frame:2.02e+06 wall_t:1038 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.039 +2026-01-08 13:19:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2912.50 total_reward_ma:1836.35 loss:0.01215 fps:1948 +frame:2.03e+06 wall_t:1042 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.9764 +2026-01-08 13:19:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2986.90 total_reward_ma:1854.38 loss:0.003066 fps:1948 +frame:2.04e+06 wall_t:1047 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.117 +2026-01-08 13:19:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3045.60 total_reward_ma:1873.11 loss:0.005988 fps:1951 +frame:2.05e+06 wall_t:1051 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.001 +2026-01-08 13:19:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3078.00 total_reward_ma:1892.68 loss:0.02632 fps:1951 +frame:2.06e+06 wall_t:1056 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.9504 +2026-01-08 13:19:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3019.70 total_reward_ma:1912.30 loss:-0.005598 fps:1953 +frame:2.07e+06 wall_t:1060 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.005 +2026-01-08 13:19:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3052.10 total_reward_ma:1932.23 loss:0.01279 fps:1953 +frame:2.08e+06 wall_t:1065 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.9637 +2026-01-08 13:19:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3065.50 total_reward_ma:1952.44 loss:0.0173 fps:1953 +frame:2.09e+06 wall_t:1070 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.007 +2026-01-08 13:19:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3116.85 total_reward_ma:1973.07 loss:0.01597 fps:1955 +frame:2.10e+06 wall_t:1074 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.009 +2026-01-08 13:19:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3135.35 total_reward_ma:1992.89 loss:0.01718 fps:1956 +frame:2.11e+06 wall_t:1079 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.9789 +2026-01-08 13:19:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3142.45 total_reward_ma:2012.74 loss:0.008632 fps:1956 +frame:2.12e+06 wall_t:1084 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.095 +2026-01-08 13:20:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3257.95 total_reward_ma:2032.85 loss:0.001931 fps:1956 +frame:2.13e+06 wall_t:1089 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.9682 +2026-01-08 13:20:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3245.15 total_reward_ma:2051.68 loss:0.002774 fps:1958 +frame:2.14e+06 wall_t:1093 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.014 +2026-01-08 13:20:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3216.00 total_reward_ma:2070.35 loss:-0.002319 fps:1960 +frame:2.15e+06 wall_t:1097 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.041 +2026-01-08 13:20:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3149.55 total_reward_ma:2088.28 loss:0.01234 fps:1960 +frame:2.16e+06 wall_t:1102 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.011 +2026-01-08 13:20:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3103.55 total_reward_ma:2105.19 loss:0.001134 fps:1960 +frame:2.17e+06 wall_t:1107 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.07 +2026-01-08 13:20:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3129.20 total_reward_ma:2122.49 loss:-0.005006 fps:1960 +frame:2.18e+06 wall_t:1112 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.073 +2026-01-08 13:20:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3068.10 total_reward_ma:2138.65 loss:-3.684e-05 fps:1962 +frame:2.19e+06 wall_t:1116 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.065 +2026-01-08 13:20:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2898.80 total_reward_ma:2153.50 loss:0.01804 fps:1963 +frame:2.20e+06 wall_t:1121 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.035 +2026-01-08 13:20:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2928.60 total_reward_ma:2168.30 loss:0.001459 fps:1963 +frame:2.21e+06 wall_t:1126 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.086 +2026-01-08 13:20:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2722.75 total_reward_ma:2180.78 loss:-0.004724 fps:1965 +frame:2.22e+06 wall_t:1130 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.019 +2026-01-08 13:20:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2652.90 total_reward_ma:2192.65 loss:0.007325 fps:1965 +frame:2.23e+06 wall_t:1135 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.025 +2026-01-08 13:20:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2680.00 total_reward_ma:2204.06 loss:0.01408 fps:1967 +frame:2.24e+06 wall_t:1139 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9796 +2026-01-08 13:20:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2696.05 total_reward_ma:2215.26 loss:-0.003528 fps:1967 +frame:2.25e+06 wall_t:1144 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.049 +2026-01-08 13:21:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2712.95 total_reward_ma:2226.26 loss:0.01559 fps:1969 +frame:2.26e+06 wall_t:1148 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.01 +2026-01-08 13:21:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2706.40 total_reward_ma:2237.06 loss:0.006147 fps:1969 +frame:2.27e+06 wall_t:1153 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.051 +2026-01-08 13:21:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2749.55 total_reward_ma:2247.95 loss:-0.006059 fps:1971 +frame:2.28e+06 wall_t:1157 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.002 +2026-01-08 13:21:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2878.15 total_reward_ma:2259.65 loss:-0.003318 fps:1969 +frame:2.29e+06 wall_t:1163 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.017 +2026-01-08 13:21:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2878.15 total_reward_ma:2271.21 loss:-0.005666 fps:1969 +frame:2.30e+06 wall_t:1168 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.05 +2026-01-08 13:21:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2893.05 total_reward_ma:2283.50 loss:0.004354 fps:1971 +frame:2.31e+06 wall_t:1172 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.073 +2026-01-08 13:21:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2828.35 total_reward_ma:2294.56 loss:0.01373 fps:1971 +frame:2.32e+06 wall_t:1177 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.04 +2026-01-08 13:21:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2912.35 total_reward_ma:2306.95 loss:0.001533 fps:1973 +frame:2.33e+06 wall_t:1181 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.04 +2026-01-08 13:21:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2953.20 total_reward_ma:2319.23 loss:0.002957 fps:1973 +frame:2.34e+06 wall_t:1186 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.119 +2026-01-08 13:21:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2886.85 total_reward_ma:2331.23 loss:-0.000293 fps:1973 +frame:2.35e+06 wall_t:1191 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.076 +2026-01-08 13:21:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2913.55 total_reward_ma:2342.59 loss:0.02189 fps:1973 +frame:2.36e+06 wall_t:1196 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.995 +2026-01-08 13:21:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2821.25 total_reward_ma:2353.01 loss:0.02932 fps:1973 +frame:2.37e+06 wall_t:1201 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.037 +2026-01-08 13:21:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2819.75 total_reward_ma:2363.59 loss:-0.003748 fps:1973 +frame:2.38e+06 wall_t:1206 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.9981 +2026-01-08 13:22:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2755.20 total_reward_ma:2373.68 loss:-0.004692 fps:1974 +frame:2.39e+06 wall_t:1211 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.08 +2026-01-08 13:22:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2719.05 total_reward_ma:2382.78 loss:5.232e-05 fps:1975 +frame:2.40e+06 wall_t:1215 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.034 +2026-01-08 13:22:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2755.55 total_reward_ma:2391.76 loss:-0.003575 fps:1975 +frame:2.41e+06 wall_t:1220 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.066 +2026-01-08 13:22:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2779.40 total_reward_ma:2401.18 loss:-0.001919 fps:1976 +frame:2.42e+06 wall_t:1225 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.9929 +2026-01-08 13:22:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2753.35 total_reward_ma:2409.92 loss:-0.003901 fps:1974 +frame:2.43e+06 wall_t:1231 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.026 +2026-01-08 13:22:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2818.40 total_reward_ma:2418.87 loss:-0.008497 fps:1974 +frame:2.44e+06 wall_t:1236 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9495 +2026-01-08 13:22:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2889.45 total_reward_ma:2428.77 loss:0.0007622 fps:1974 +frame:2.45e+06 wall_t:1241 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9681 +2026-01-08 13:22:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:2931.95 total_reward_ma:2439.15 loss:0.02277 fps:1976 +frame:2.46e+06 wall_t:1245 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.01 +2026-01-08 13:22:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3074.55 total_reward_ma:2450.95 loss:0.002333 fps:1976 +frame:2.47e+06 wall_t:1250 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.009 +2026-01-08 13:22:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3105.80 total_reward_ma:2462.81 loss:0.004771 fps:1978 +frame:2.48e+06 wall_t:1254 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.007 +2026-01-08 13:22:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3093.20 total_reward_ma:2474.96 loss:-0.00162 fps:1978 +frame:2.49e+06 wall_t:1259 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9839 +2026-01-08 13:22:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3200.85 total_reward_ma:2487.35 loss:0.00772 fps:1979 +frame:2.50e+06 wall_t:1263 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9885 +2026-01-08 13:23:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3237.20 total_reward_ma:2500.09 loss:0.008258 fps:1979 +frame:2.51e+06 wall_t:1268 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.985 +2026-01-08 13:23:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3210.10 total_reward_ma:2512.63 loss:0.00981 fps:1980 +frame:2.52e+06 wall_t:1273 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9803 +2026-01-08 13:23:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3315.00 total_reward_ma:2526.02 loss:-0.01041 fps:1980 +frame:2.53e+06 wall_t:1278 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.05 +2026-01-08 13:23:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3373.65 total_reward_ma:2539.78 loss:0.004822 fps:1981 +frame:2.54e+06 wall_t:1282 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.007 +2026-01-08 13:23:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3382.90 total_reward_ma:2553.09 loss:0.002923 fps:1981 +frame:2.55e+06 wall_t:1287 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9257 +2026-01-08 13:23:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3423.20 total_reward_ma:2567.30 loss:0.03435 fps:1981 +frame:2.56e+06 wall_t:1292 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9355 +2026-01-08 13:23:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3193.30 total_reward_ma:2578.42 loss:0.01994 fps:1983 +frame:2.57e+06 wall_t:1296 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.008 +2026-01-08 13:23:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3233.70 total_reward_ma:2590.49 loss:0.001837 fps:1983 +frame:2.58e+06 wall_t:1301 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9309 +2026-01-08 13:23:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3242.25 total_reward_ma:2602.29 loss:0.003805 fps:1985 +frame:2.59e+06 wall_t:1305 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.004 +2026-01-08 13:23:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3167.05 total_reward_ma:2613.41 loss:0.009035 fps:1985 +frame:2.60e+06 wall_t:1310 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9349 +2026-01-08 13:23:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3074.05 total_reward_ma:2625.05 loss:0.01042 fps:1985 +frame:2.61e+06 wall_t:1315 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.9546 +2026-01-08 13:23:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3237.90 total_reward_ma:2638.50 loss:0.003505 fps:1985 +frame:2.62e+06 wall_t:1320 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9387 +2026-01-08 13:23:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3194.35 total_reward_ma:2651.89 loss:0.007815 fps:1986 +frame:2.63e+06 wall_t:1324 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.9275 +2026-01-08 13:24:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3233.60 total_reward_ma:2666.47 loss:0.01285 fps:1986 +frame:2.64e+06 wall_t:1329 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9113 +2026-01-08 13:24:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3358.05 total_reward_ma:2682.66 loss:0.02614 fps:1988 +frame:2.65e+06 wall_t:1333 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9853 +2026-01-08 13:24:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3372.60 total_reward_ma:2698.81 loss:-0.0002223 fps:1988 +frame:2.66e+06 wall_t:1338 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.033 +2026-01-08 13:24:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3385.65 total_reward_ma:2715.86 loss:-7.904e-05 fps:1988 +frame:2.67e+06 wall_t:1343 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9135 +2026-01-08 13:24:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3432.40 total_reward_ma:2733.06 loss:0.01104 fps:1988 +frame:2.68e+06 wall_t:1348 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9178 +2026-01-08 13:24:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3489.85 total_reward_ma:2751.86 loss:0.01374 fps:1990 +frame:2.69e+06 wall_t:1352 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8608 +2026-01-08 13:24:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3493.80 total_reward_ma:2771.04 loss:0.03152 fps:1990 +frame:2.70e+06 wall_t:1357 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8749 +2026-01-08 13:24:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3519.40 total_reward_ma:2790.17 loss:0.002878 fps:1990 +frame:2.71e+06 wall_t:1362 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8373 +2026-01-08 13:24:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3465.60 total_reward_ma:2808.48 loss:0.009327 fps:1990 +frame:2.72e+06 wall_t:1367 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8689 +2026-01-08 13:24:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3459.15 total_reward_ma:2826.47 loss:0.003732 fps:1991 +frame:2.73e+06 wall_t:1371 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8158 +2026-01-08 13:24:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3484.55 total_reward_ma:2844.06 loss:0.02649 fps:1991 +frame:2.74e+06 wall_t:1376 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8191 +2026-01-08 13:24:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3428.20 total_reward_ma:2861.78 loss:0.01172 fps:1991 +frame:2.75e+06 wall_t:1381 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8724 +2026-01-08 13:24:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3467.00 total_reward_ma:2880.00 loss:0.02499 fps:1993 +frame:2.76e+06 wall_t:1385 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9209 +2026-01-08 13:25:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3505.45 total_reward_ma:2898.91 loss:0.0008865 fps:1993 +frame:2.77e+06 wall_t:1390 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9176 +2026-01-08 13:25:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3556.40 total_reward_ma:2918.57 loss:0.01323 fps:1993 +frame:2.78e+06 wall_t:1395 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.8593 +2026-01-08 13:25:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3682.75 total_reward_ma:2938.68 loss:0.0217 fps:1993 +frame:2.79e+06 wall_t:1400 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8842 +2026-01-08 13:25:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3707.65 total_reward_ma:2958.15 loss:0.01043 fps:1994 +frame:2.80e+06 wall_t:1404 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8345 +2026-01-08 13:25:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3615.80 total_reward_ma:2975.98 loss:0.01835 fps:1994 +frame:2.81e+06 wall_t:1409 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.889 +2026-01-08 13:25:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3575.80 total_reward_ma:2992.68 loss:0.006255 fps:1996 +frame:2.82e+06 wall_t:1413 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8934 +2026-01-08 13:25:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3711.35 total_reward_ma:3010.25 loss:0.02843 fps:1997 +frame:2.83e+06 wall_t:1417 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.9343 +2026-01-08 13:25:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3726.85 total_reward_ma:3027.80 loss:0.01864 fps:1997 +frame:2.84e+06 wall_t:1422 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9327 +2026-01-08 13:25:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3732.05 total_reward_ma:3045.24 loss:0.01007 fps:1997 +frame:2.85e+06 wall_t:1427 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9123 +2026-01-08 13:25:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3748.35 total_reward_ma:3062.43 loss:0.01587 fps:1997 +frame:2.86e+06 wall_t:1432 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8505 +2026-01-08 13:25:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3789.45 total_reward_ma:3079.13 loss:-0.003731 fps:1999 +frame:2.87e+06 wall_t:1436 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.8502 +2026-01-08 13:25:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3883.70 total_reward_ma:3096.19 loss:0.02155 fps:1999 +frame:2.88e+06 wall_t:1441 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9146 +2026-01-08 13:26:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3970.10 total_reward_ma:3113.71 loss:0.03518 fps:1999 +frame:2.89e+06 wall_t:1446 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.905 +2026-01-08 13:26:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4037.90 total_reward_ma:3130.55 loss:0.01375 fps:1997 +frame:2.90e+06 wall_t:1452 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9275 +2026-01-08 13:26:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4083.85 total_reward_ma:3148.04 loss:0.004519 fps:1999 +frame:2.91e+06 wall_t:1456 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9264 +2026-01-08 13:26:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4095.60 total_reward_ma:3165.15 loss:0.02096 fps:1999 +frame:2.92e+06 wall_t:1461 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.9353 +2026-01-08 13:26:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4019.50 total_reward_ma:3179.26 loss:0.007212 fps:1999 +frame:2.93e+06 wall_t:1466 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9803 +2026-01-08 13:26:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4019.50 total_reward_ma:3192.51 loss:0.01781 fps:1999 +frame:2.94e+06 wall_t:1471 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9115 +2026-01-08 13:26:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4026.90 total_reward_ma:3205.93 loss:0.02972 fps:1999 +frame:2.95e+06 wall_t:1476 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.9412 +2026-01-08 13:26:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3992.10 total_reward_ma:3217.95 loss:0.003153 fps:1999 +frame:2.96e+06 wall_t:1481 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.9482 +2026-01-08 13:26:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4045.45 total_reward_ma:3229.54 loss:0.01021 fps:1997 +frame:2.97e+06 wall_t:1487 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.9089 +2026-01-08 13:26:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3999.50 total_reward_ma:3240.24 loss:-0.003421 fps:1999 +frame:2.98e+06 wall_t:1491 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9504 +2026-01-08 13:26:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4060.60 total_reward_ma:3251.90 loss:0.005828 fps:2000 +frame:2.99e+06 wall_t:1495 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9623 +2026-01-08 13:26:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4089.00 total_reward_ma:3264.00 loss:-0.004521 fps:2000 +frame:3.00e+06 wall_t:1500 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9385 +2026-01-08 13:26:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4071.25 total_reward_ma:3276.13 loss:0.02168 fps:2000 +frame:3.01e+06 wall_t:1505 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8601 +2026-01-08 13:27:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4202.20 total_reward_ma:3289.57 loss:0.03373 fps:2001 +frame:3.02e+06 wall_t:1509 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9558 +2026-01-08 13:27:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4152.50 total_reward_ma:3301.97 loss:-0.002966 fps:2001 +frame:3.03e+06 wall_t:1514 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9784 +2026-01-08 13:27:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4217.00 total_reward_ma:3314.27 loss:0.007455 fps:2001 +frame:3.04e+06 wall_t:1519 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9321 +2026-01-08 13:27:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4217.00 total_reward_ma:3325.99 loss:0.001926 fps:2003 +frame:3.05e+06 wall_t:1523 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.9863 +2026-01-08 13:27:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4217.80 total_reward_ma:3337.39 loss:-0.003034 fps:2003 +frame:3.06e+06 wall_t:1528 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.8902 +2026-01-08 13:27:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4156.90 total_reward_ma:3348.76 loss:0.003991 fps:2004 +frame:3.07e+06 wall_t:1532 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.9155 +2026-01-08 13:27:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4132.00 total_reward_ma:3359.56 loss:0.007035 fps:2005 +frame:3.08e+06 wall_t:1536 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9497 +2026-01-08 13:27:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4151.95 total_reward_ma:3370.42 loss:0.02526 fps:2005 +frame:3.09e+06 wall_t:1541 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8753 +2026-01-08 13:27:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4085.70 total_reward_ma:3380.11 loss:-0.006763 fps:2006 +frame:3.10e+06 wall_t:1545 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.9156 +2026-01-08 13:27:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4085.70 total_reward_ma:3389.61 loss:0.02855 fps:2006 +frame:3.11e+06 wall_t:1550 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.9236 +2026-01-08 13:27:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4139.15 total_reward_ma:3399.58 loss:0.02992 fps:2006 +frame:3.12e+06 wall_t:1555 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9009 +2026-01-08 13:27:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4161.05 total_reward_ma:3408.61 loss:-0.004129 fps:2006 +frame:3.13e+06 wall_t:1560 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9448 +2026-01-08 13:27:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4110.30 total_reward_ma:3417.26 loss:0.007677 fps:2006 +frame:3.14e+06 wall_t:1565 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.943 +2026-01-08 13:28:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4055.70 total_reward_ma:3425.66 loss:0.02641 fps:2006 +frame:3.15e+06 wall_t:1570 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8621 +2026-01-08 13:28:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4010.80 total_reward_ma:3434.27 loss:0.004714 fps:2006 +frame:3.16e+06 wall_t:1575 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.9367 +2026-01-08 13:28:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4040.30 total_reward_ma:3443.64 loss:0.03977 fps:2008 +frame:3.17e+06 wall_t:1579 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9789 +2026-01-08 13:28:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4114.75 total_reward_ma:3453.50 loss:0.0093 fps:2008 +frame:3.18e+06 wall_t:1584 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9768 +2026-01-08 13:28:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4093.55 total_reward_ma:3463.75 loss:0.005837 fps:2008 +frame:3.19e+06 wall_t:1589 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.021 +2026-01-08 13:28:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4085.50 total_reward_ma:3475.62 loss:0.01831 fps:2008 +frame:3.20e+06 wall_t:1594 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.9606 +2026-01-08 13:28:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4068.55 total_reward_ma:3487.02 loss:0.009377 fps:2009 +frame:3.21e+06 wall_t:1598 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.9942 +2026-01-08 13:28:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4081.00 total_reward_ma:3500.60 loss:0.01677 fps:2007 +frame:3.22e+06 wall_t:1604 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9838 +2026-01-08 13:28:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4110.55 total_reward_ma:3515.18 loss:0.006696 fps:2007 +frame:3.23e+06 wall_t:1609 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9664 +2026-01-08 13:28:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4129.15 total_reward_ma:3529.67 loss:0.01558 fps:2009 +frame:3.24e+06 wall_t:1613 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9401 +2026-01-08 13:28:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4049.70 total_reward_ma:3543.20 loss:0.02534 fps:2010 +frame:3.25e+06 wall_t:1617 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.9729 +2026-01-08 13:28:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4046.35 total_reward_ma:3556.54 loss:0.01025 fps:2010 +frame:3.26e+06 wall_t:1622 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9231 +2026-01-08 13:29:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4068.75 total_reward_ma:3570.16 loss:0.001021 fps:2010 +frame:3.27e+06 wall_t:1627 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9307 +2026-01-08 13:29:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4048.60 total_reward_ma:3583.15 loss:0.01399 fps:2010 +frame:3.28e+06 wall_t:1632 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8545 +2026-01-08 13:29:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4062.50 total_reward_ma:3595.00 loss:0.02119 fps:2010 +frame:3.29e+06 wall_t:1637 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.8736 +2026-01-08 13:29:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3985.60 total_reward_ma:3606.07 loss:1.79e-05 fps:2011 +frame:3.30e+06 wall_t:1641 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9512 +2026-01-08 13:29:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4042.15 total_reward_ma:3617.56 loss:-0.0005027 fps:2011 +frame:3.31e+06 wall_t:1646 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.941 +2026-01-08 13:29:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4035.75 total_reward_ma:3629.64 loss:0.01811 fps:2011 +frame:3.32e+06 wall_t:1651 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.9373 +2026-01-08 13:29:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4012.35 total_reward_ma:3640.64 loss:0.02022 fps:2012 +frame:3.33e+06 wall_t:1655 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9305 +2026-01-08 13:29:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4012.10 total_reward_ma:3651.22 loss:-0.003988 fps:2012 +frame:3.34e+06 wall_t:1660 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.94 +2026-01-08 13:29:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3970.55 total_reward_ma:3662.06 loss:0.02028 fps:2013 +frame:3.35e+06 wall_t:1664 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9281 +2026-01-08 13:29:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3934.35 total_reward_ma:3672.27 loss:0.01859 fps:2013 +frame:3.36e+06 wall_t:1669 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9914 +2026-01-08 13:29:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4037.70 total_reward_ma:3684.43 loss:0.01364 fps:2014 +frame:3.37e+06 wall_t:1673 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.936 +2026-01-08 13:29:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4050.15 total_reward_ma:3696.74 loss:0.00332 fps:2014 +frame:3.38e+06 wall_t:1678 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9985 +2026-01-08 13:29:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4037.65 total_reward_ma:3709.56 loss:0.03077 fps:2014 +frame:3.39e+06 wall_t:1683 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8842 +2026-01-08 13:30:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4087.05 total_reward_ma:3723.24 loss:0.003441 fps:2014 +frame:3.40e+06 wall_t:1688 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9277 +2026-01-08 13:30:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4131.70 total_reward_ma:3737.00 loss:0.01069 fps:2014 +frame:3.41e+06 wall_t:1693 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9904 +2026-01-08 13:30:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4096.65 total_reward_ma:3750.18 loss:0.01837 fps:2015 +frame:3.42e+06 wall_t:1697 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.9169 +2026-01-08 13:30:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4142.70 total_reward_ma:3764.07 loss:0.01698 fps:2014 +frame:3.43e+06 wall_t:1703 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.906 +2026-01-08 13:30:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4056.70 total_reward_ma:3776.45 loss:0.02856 fps:2014 +frame:3.44e+06 wall_t:1708 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.01 +2026-01-08 13:30:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4127.05 total_reward_ma:3788.83 loss:-0.0007709 fps:2015 +frame:3.45e+06 wall_t:1712 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.9127 +2026-01-08 13:30:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4179.00 total_reward_ma:3801.30 loss:0.02616 fps:2015 +frame:3.46e+06 wall_t:1717 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.9532 +2026-01-08 13:30:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4194.90 total_reward_ma:3812.50 loss:0.0357 fps:2015 +frame:3.47e+06 wall_t:1722 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.924 +2026-01-08 13:30:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4155.55 total_reward_ma:3823.00 loss:0.01204 fps:2016 +frame:3.48e+06 wall_t:1726 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.8885 +2026-01-08 13:30:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4057.55 total_reward_ma:3832.64 loss:0.005896 fps:2016 +frame:3.49e+06 wall_t:1731 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9693 +2026-01-08 13:30:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:3989.35 total_reward_ma:3840.53 loss:0.0113 fps:2016 +frame:3.50e+06 wall_t:1736 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9814 +2026-01-08 13:30:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4000.35 total_reward_ma:3848.16 loss:0.003432 fps:2017 +frame:3.51e+06 wall_t:1740 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9126 +2026-01-08 13:30:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4048.20 total_reward_ma:3856.54 loss:0.008272 fps:2017 +frame:3.52e+06 wall_t:1745 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9234 +2026-01-08 13:31:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4100.75 total_reward_ma:3864.40 loss:0.03341 fps:2018 +frame:3.53e+06 wall_t:1749 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8863 +2026-01-08 13:31:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4094.05 total_reward_ma:3871.60 loss:-0.003442 fps:2018 +frame:3.54e+06 wall_t:1754 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9168 +2026-01-08 13:31:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4181.65 total_reward_ma:3879.59 loss:0.004628 fps:2018 +frame:3.55e+06 wall_t:1759 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.924 +2026-01-08 13:31:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4196.05 total_reward_ma:3887.32 loss:0.01276 fps:2018 +frame:3.56e+06 wall_t:1764 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9382 +2026-01-08 13:31:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4229.20 total_reward_ma:3897.68 loss:0.03995 fps:2018 +frame:3.57e+06 wall_t:1769 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8712 +2026-01-08 13:31:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4324.90 total_reward_ma:3908.59 loss:0.02505 fps:2019 +frame:3.58e+06 wall_t:1773 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.009 +2026-01-08 13:31:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4324.90 total_reward_ma:3919.42 loss:0.00214 fps:2020 +frame:3.59e+06 wall_t:1777 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9912 +2026-01-08 13:31:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4304.95 total_reward_ma:3930.80 loss:0.05476 fps:2020 +frame:3.60e+06 wall_t:1782 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8754 +2026-01-08 13:31:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4378.05 total_reward_ma:3943.84 loss:0.001021 fps:2020 +frame:3.61e+06 wall_t:1787 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.885 +2026-01-08 13:31:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4415.15 total_reward_ma:3955.61 loss:0.02748 fps:2020 +frame:3.62e+06 wall_t:1792 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8708 +2026-01-08 13:31:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4379.00 total_reward_ma:3967.45 loss:0.03513 fps:2020 +frame:3.63e+06 wall_t:1797 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8416 +2026-01-08 13:31:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4391.95 total_reward_ma:3979.04 loss:0.009148 fps:2020 +frame:3.64e+06 wall_t:1802 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8874 +2026-01-08 13:32:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4497.00 total_reward_ma:3990.43 loss:-0.007147 fps:2021 +frame:3.65e+06 wall_t:1806 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8697 +2026-01-08 13:32:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4357.15 total_reward_ma:4000.27 loss:0.01376 fps:2021 +frame:3.66e+06 wall_t:1811 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.8871 +2026-01-08 13:32:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4406.70 total_reward_ma:4010.48 loss:-0.006412 fps:2022 +frame:3.67e+06 wall_t:1815 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.945 +2026-01-08 13:32:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4443.00 total_reward_ma:4020.59 loss:0.02151 fps:2022 +frame:3.68e+06 wall_t:1820 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.9203 +2026-01-08 13:32:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4345.65 total_reward_ma:4029.15 loss:0.01506 fps:2023 +frame:3.69e+06 wall_t:1824 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.921 +2026-01-08 13:32:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4287.80 total_reward_ma:4037.09 loss:0.00486 fps:2023 +frame:3.70e+06 wall_t:1829 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.8152 +2026-01-08 13:32:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4248.35 total_reward_ma:4044.38 loss:0.01402 fps:2023 +frame:3.71e+06 wall_t:1834 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8987 +2026-01-08 13:32:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4263.45 total_reward_ma:4052.36 loss:0.004826 fps:2023 +frame:3.72e+06 wall_t:1839 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8762 +2026-01-08 13:32:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4296.25 total_reward_ma:4060.73 loss:0.01922 fps:2023 +frame:3.73e+06 wall_t:1844 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8341 +2026-01-08 13:32:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4328.30 total_reward_ma:4069.16 loss:0.01785 fps:2023 +frame:3.74e+06 wall_t:1849 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.8422 +2026-01-08 13:32:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4432.70 total_reward_ma:4079.21 loss:0.002774 fps:2023 +frame:3.75e+06 wall_t:1854 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8851 +2026-01-08 13:32:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4484.30 total_reward_ma:4089.38 loss:0.02013 fps:2024 +frame:3.76e+06 wall_t:1858 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.8703 +2026-01-08 13:32:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4447.45 total_reward_ma:4098.80 loss:0.005909 fps:2024 +frame:3.77e+06 wall_t:1863 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.914 +2026-01-08 13:33:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4565.85 total_reward_ma:4108.90 loss:-0.002908 fps:2024 +frame:3.78e+06 wall_t:1868 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.8512 +2026-01-08 13:33:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4514.60 total_reward_ma:4117.21 loss:0.01475 fps:2025 +frame:3.79e+06 wall_t:1872 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8392 +2026-01-08 13:33:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4509.60 total_reward_ma:4125.23 loss:0.01576 fps:2025 +frame:3.80e+06 wall_t:1877 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.7996 +2026-01-08 13:33:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4517.30 total_reward_ma:4134.25 loss:0.01557 fps:2024 +frame:3.81e+06 wall_t:1882 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.8157 +2026-01-08 13:33:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4611.85 total_reward_ma:4144.61 loss:-0.002797 fps:2024 +frame:3.82e+06 wall_t:1887 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.8175 +2026-01-08 13:33:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4606.15 total_reward_ma:4153.56 loss:0.01156 fps:2024 +frame:3.83e+06 wall_t:1892 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8479 +2026-01-08 13:33:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4678.95 total_reward_ma:4163.08 loss:0.02131 fps:2024 +frame:3.84e+06 wall_t:1897 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8592 +2026-01-08 13:33:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4570.10 total_reward_ma:4171.46 loss:0.01316 fps:2025 +frame:3.85e+06 wall_t:1901 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9029 +2026-01-08 13:33:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4541.10 total_reward_ma:4179.39 loss:0.02015 fps:2024 +frame:3.86e+06 wall_t:1907 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9143 +2026-01-08 13:33:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4521.60 total_reward_ma:4186.71 loss:0.01221 fps:2024 +frame:3.87e+06 wall_t:1912 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8551 +2026-01-08 13:33:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4451.15 total_reward_ma:4192.38 loss:0.0186 fps:2025 +frame:3.88e+06 wall_t:1916 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.8315 +2026-01-08 13:33:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4571.60 total_reward_ma:4198.40 loss:0.007619 fps:2025 +frame:3.89e+06 wall_t:1921 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8415 +2026-01-08 13:34:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4612.50 total_reward_ma:4204.14 loss:0.03865 fps:2025 +frame:3.90e+06 wall_t:1926 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.7933 +2026-01-08 13:34:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4633.60 total_reward_ma:4209.64 loss:0.04201 fps:2025 +frame:3.91e+06 wall_t:1931 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.854 +2026-01-08 13:34:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4782.85 total_reward_ma:4216.51 loss:0.005048 fps:2026 +frame:3.92e+06 wall_t:1935 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8733 +2026-01-08 13:34:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4701.40 total_reward_ma:4223.33 loss:0.02498 fps:2027 +frame:3.93e+06 wall_t:1939 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.9189 +2026-01-08 13:34:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4595.60 total_reward_ma:4229.09 loss:0.00386 fps:2027 +frame:3.94e+06 wall_t:1944 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.875 +2026-01-08 13:34:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4603.85 total_reward_ma:4234.86 loss:0.02273 fps:2027 +frame:3.95e+06 wall_t:1949 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.8725 +2026-01-08 13:34:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4514.85 total_reward_ma:4240.09 loss:0.02431 fps:2028 +frame:3.96e+06 wall_t:1953 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.8641 +2026-01-08 13:34:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4514.85 total_reward_ma:4244.79 loss:0.02709 fps:2028 +frame:3.97e+06 wall_t:1958 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.7824 +2026-01-08 13:34:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4573.40 total_reward_ma:4250.52 loss:0.03292 fps:2028 +frame:3.98e+06 wall_t:1963 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8895 +2026-01-08 13:34:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4625.30 total_reward_ma:4256.17 loss:0.02243 fps:2027 +frame:3.99e+06 wall_t:1968 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8128 +2026-01-08 13:34:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4699.80 total_reward_ma:4262.28 loss:0.01463 fps:2028 +frame:4.00e+06 wall_t:1972 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.7993 +2026-01-08 13:34:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4739.35 total_reward_ma:4268.96 loss:0.01368 fps:2028 +frame:4.01e+06 wall_t:1977 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.8673 +2026-01-08 13:34:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4749.40 total_reward_ma:4274.43 loss:0.01036 fps:2029 +frame:4.02e+06 wall_t:1981 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8843 +2026-01-08 13:35:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4724.85 total_reward_ma:4280.16 loss:0.0385 fps:2029 +frame:4.03e+06 wall_t:1986 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8333 +2026-01-08 13:35:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4793.30 total_reward_ma:4285.92 loss:0.02866 fps:2029 +frame:4.04e+06 wall_t:1991 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8626 +2026-01-08 13:35:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4790.00 total_reward_ma:4291.65 loss:0.01131 fps:2029 +frame:4.05e+06 wall_t:1996 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.7981 +2026-01-08 13:35:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4783.35 total_reward_ma:4297.30 loss:0.05133 fps:2029 +frame:4.06e+06 wall_t:2001 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.8709 +2026-01-08 13:35:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4808.05 total_reward_ma:4303.82 loss:0.0147 fps:2029 +frame:4.07e+06 wall_t:2006 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8645 +2026-01-08 13:35:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4787.80 total_reward_ma:4310.37 loss:0.02402 fps:2029 +frame:4.08e+06 wall_t:2011 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8374 +2026-01-08 13:35:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4744.70 total_reward_ma:4316.30 loss:0.01329 fps:2030 +frame:4.09e+06 wall_t:2015 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8652 +2026-01-08 13:35:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4709.10 total_reward_ma:4322.54 loss:0.005807 fps:2030 +frame:4.10e+06 wall_t:2020 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8028 +2026-01-08 13:35:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4652.35 total_reward_ma:4328.20 loss:0.0137 fps:2030 +frame:4.11e+06 wall_t:2025 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.9438 +2026-01-08 13:35:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4716.15 total_reward_ma:4333.97 loss:0.01078 fps:2030 +frame:4.12e+06 wall_t:2030 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.8354 +2026-01-08 13:35:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4633.00 total_reward_ma:4338.69 loss:-0.002489 fps:2029 +frame:4.13e+06 wall_t:2035 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.9029 +2026-01-08 13:35:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4656.35 total_reward_ma:4344.15 loss:0.01928 fps:2029 +frame:4.14e+06 wall_t:2040 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.8262 +2026-01-08 13:35:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4671.55 total_reward_ma:4350.31 loss:0.02327 fps:2030 +frame:4.15e+06 wall_t:2044 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7985 +2026-01-08 13:36:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4701.40 total_reward_ma:4357.22 loss:0.0217 fps:2030 +frame:4.16e+06 wall_t:2049 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.8211 +2026-01-08 13:36:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4707.85 total_reward_ma:4363.89 loss:0.02284 fps:2030 +frame:4.17e+06 wall_t:2054 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.8582 +2026-01-08 13:36:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4716.05 total_reward_ma:4369.90 loss:0.01684 fps:2031 +frame:4.18e+06 wall_t:2058 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.806 +2026-01-08 13:36:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4683.55 total_reward_ma:4375.81 loss:0.007172 fps:2032 +frame:4.19e+06 wall_t:2062 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.941 +2026-01-08 13:36:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4719.65 total_reward_ma:4382.15 loss:0.01373 fps:2032 +frame:4.20e+06 wall_t:2067 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8725 +2026-01-08 13:36:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4655.30 total_reward_ma:4388.01 loss:0.02098 fps:2032 +frame:4.21e+06 wall_t:2072 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8615 +2026-01-08 13:36:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4563.45 total_reward_ma:4392.84 loss:0.01023 fps:2032 +frame:4.22e+06 wall_t:2077 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8811 +2026-01-08 13:36:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4403.55 total_reward_ma:4395.77 loss:0.01095 fps:2032 +frame:4.23e+06 wall_t:2082 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.8652 +2026-01-08 13:36:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4370.90 total_reward_ma:4398.19 loss:0.0049 fps:2032 +frame:4.24e+06 wall_t:2087 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.8418 +2026-01-08 13:36:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4392.55 total_reward_ma:4401.61 loss:0.03296 fps:2033 +frame:4.25e+06 wall_t:2091 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8304 +2026-01-08 13:36:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4441.45 total_reward_ma:4405.57 loss:0.002019 fps:2032 +frame:4.26e+06 wall_t:2096 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.843 +2026-01-08 13:36:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4510.80 total_reward_ma:4409.99 loss:0.02246 fps:2033 +frame:4.27e+06 wall_t:2100 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.877 +2026-01-08 13:36:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4532.35 total_reward_ma:4414.82 loss:0.01335 fps:2033 +frame:4.28e+06 wall_t:2105 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.8634 +2026-01-08 13:37:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4579.60 total_reward_ma:4419.99 loss:0.02447 fps:2033 +frame:4.29e+06 wall_t:2110 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.894 +2026-01-08 13:37:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4570.65 total_reward_ma:4425.84 loss:-0.004803 fps:2033 +frame:4.30e+06 wall_t:2115 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.8131 +2026-01-08 13:37:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4554.05 total_reward_ma:4430.96 loss:0.006144 fps:2033 +frame:4.31e+06 wall_t:2120 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.8975 +2026-01-08 13:37:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4554.05 total_reward_ma:4436.15 loss:0.03011 fps:2033 +frame:4.32e+06 wall_t:2125 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8526 +2026-01-08 13:37:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4512.65 total_reward_ma:4441.15 loss:0.001313 fps:2034 +frame:4.33e+06 wall_t:2129 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8316 +2026-01-08 13:37:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4568.35 total_reward_ma:4446.71 loss:0.04439 fps:2034 +frame:4.34e+06 wall_t:2134 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.8732 +2026-01-08 13:37:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4602.65 total_reward_ma:4453.03 loss:0.04479 fps:2034 +frame:4.35e+06 wall_t:2139 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7745 +2026-01-08 13:37:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4584.75 total_reward_ma:4459.54 loss:0.03236 fps:2035 +frame:4.36e+06 wall_t:2143 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.7979 +2026-01-08 13:37:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4580.45 total_reward_ma:4464.96 loss:0.01123 fps:2035 +frame:4.37e+06 wall_t:2147 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7902 +2026-01-08 13:37:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4557.65 total_reward_ma:4470.04 loss:0.02399 fps:2035 +frame:4.38e+06 wall_t:2152 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8362 +2026-01-08 13:37:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4566.30 total_reward_ma:4475.33 loss:0.01162 fps:2035 +frame:4.39e+06 wall_t:2157 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8397 +2026-01-08 13:37:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4521.90 total_reward_ma:4479.67 loss:0.001376 fps:2036 +frame:4.40e+06 wall_t:2161 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.7817 +2026-01-08 13:37:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4602.95 total_reward_ma:4484.39 loss:0.01899 fps:2036 +frame:4.41e+06 wall_t:2166 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7811 +2026-01-08 13:38:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4666.10 total_reward_ma:4490.08 loss:0.004991 fps:2036 +frame:4.42e+06 wall_t:2171 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.8112 +2026-01-08 13:38:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4666.10 total_reward_ma:4495.32 loss:0.02037 fps:2036 +frame:4.43e+06 wall_t:2176 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.8132 +2026-01-08 13:38:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4652.00 total_reward_ma:4501.27 loss:0.0138 fps:2037 +frame:4.44e+06 wall_t:2180 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.8225 +2026-01-08 13:38:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4779.80 total_reward_ma:4507.80 loss:0.02839 fps:2037 +frame:4.45e+06 wall_t:2185 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.7432 +2026-01-08 13:38:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4866.45 total_reward_ma:4514.67 loss:0.01697 fps:2037 +frame:4.46e+06 wall_t:2189 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.8051 +2026-01-08 13:38:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4866.45 total_reward_ma:4521.39 loss:0.01201 fps:2037 +frame:4.47e+06 wall_t:2194 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.8513 +2026-01-08 13:38:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4901.85 total_reward_ma:4528.85 loss:0.04399 fps:2037 +frame:4.48e+06 wall_t:2199 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7339 +2026-01-08 13:38:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4953.50 total_reward_ma:4537.81 loss:0.03276 fps:2038 +frame:4.49e+06 wall_t:2203 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.8183 +2026-01-08 13:38:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:4944.00 total_reward_ma:4547.35 loss:0.009734 fps:2038 +frame:4.50e+06 wall_t:2208 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.7711 +2026-01-08 13:38:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5000.25 total_reward_ma:4557.35 loss:0.02819 fps:2038 +frame:4.51e+06 wall_t:2213 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8375 +2026-01-08 13:38:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5104.60 total_reward_ma:4567.92 loss:0.007929 fps:2039 +frame:4.52e+06 wall_t:2217 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.8531 +2026-01-08 13:38:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5206.95 total_reward_ma:4578.98 loss:0.02877 fps:2040 +frame:4.53e+06 wall_t:2221 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8492 +2026-01-08 13:38:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5291.00 total_reward_ma:4590.95 loss:0.02549 fps:2040 +frame:4.54e+06 wall_t:2226 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.8014 +2026-01-08 13:39:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5252.70 total_reward_ma:4601.66 loss:0.02111 fps:2039 +frame:4.55e+06 wall_t:2231 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8603 +2026-01-08 13:39:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5295.75 total_reward_ma:4612.66 loss:0.001742 fps:2040 +frame:4.56e+06 wall_t:2235 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8368 +2026-01-08 13:39:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5320.15 total_reward_ma:4623.57 loss:0.0257 fps:2040 +frame:4.57e+06 wall_t:2240 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.8334 +2026-01-08 13:39:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5392.55 total_reward_ma:4634.24 loss:0.004877 fps:2040 +frame:4.58e+06 wall_t:2245 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8032 +2026-01-08 13:39:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5485.95 total_reward_ma:4645.85 loss:0.01722 fps:2040 +frame:4.59e+06 wall_t:2250 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8204 +2026-01-08 13:39:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5466.25 total_reward_ma:4657.47 loss:0.01904 fps:2041 +frame:4.60e+06 wall_t:2254 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.8405 +2026-01-08 13:39:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5559.15 total_reward_ma:4669.28 loss:0.02222 fps:2041 +frame:4.61e+06 wall_t:2259 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.8286 +2026-01-08 13:39:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5561.40 total_reward_ma:4680.74 loss:0.005739 fps:2041 +frame:4.62e+06 wall_t:2264 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.8477 +2026-01-08 13:39:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5659.35 total_reward_ma:4693.54 loss:0.03967 fps:2041 +frame:4.63e+06 wall_t:2269 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8645 +2026-01-08 13:39:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5646.30 total_reward_ma:4706.09 loss:0.002249 fps:2040 +frame:4.64e+06 wall_t:2274 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8055 +2026-01-08 13:39:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5603.70 total_reward_ma:4717.15 loss:0.01105 fps:2040 +frame:4.65e+06 wall_t:2279 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.8162 +2026-01-08 13:39:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5603.70 total_reward_ma:4729.62 loss:0.04708 fps:2040 +frame:4.66e+06 wall_t:2284 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7401 +2026-01-08 13:40:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5682.70 total_reward_ma:4742.38 loss:0.01036 fps:2040 +frame:4.67e+06 wall_t:2289 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.8539 +2026-01-08 13:40:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5684.50 total_reward_ma:4754.79 loss:0.03078 fps:2040 +frame:4.68e+06 wall_t:2294 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8195 +2026-01-08 13:40:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5692.10 total_reward_ma:4768.26 loss:0.02398 fps:2040 +frame:4.69e+06 wall_t:2299 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.7905 +2026-01-08 13:40:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5769.40 total_reward_ma:4783.08 loss:0.02147 fps:2041 +frame:4.70e+06 wall_t:2303 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.8115 +2026-01-08 13:40:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5796.25 total_reward_ma:4798.55 loss:0.009366 fps:2041 +frame:4.71e+06 wall_t:2308 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7769 +2026-01-08 13:40:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5810.50 total_reward_ma:4814.02 loss:0.007526 fps:2042 +frame:4.72e+06 wall_t:2312 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.8258 +2026-01-08 13:40:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5760.80 total_reward_ma:4828.67 loss:0.01796 fps:2041 +frame:4.73e+06 wall_t:2317 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.7701 +2026-01-08 13:40:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5764.80 total_reward_ma:4843.04 loss:0.02221 fps:2042 +frame:4.74e+06 wall_t:2321 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7489 +2026-01-08 13:40:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5828.05 total_reward_ma:4856.99 loss:0.01427 fps:2042 +frame:4.75e+06 wall_t:2326 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8049 +2026-01-08 13:40:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5838.00 total_reward_ma:4870.53 loss:0.009671 fps:2042 +frame:4.76e+06 wall_t:2331 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.8399 +2026-01-08 13:40:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5985.05 total_reward_ma:4885.90 loss:0.003957 fps:2043 +frame:4.77e+06 wall_t:2335 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.8376 +2026-01-08 13:40:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5978.00 total_reward_ma:4900.02 loss:0.02215 fps:2044 +frame:4.78e+06 wall_t:2339 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8267 +2026-01-08 13:40:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5971.65 total_reward_ma:4914.59 loss:0.006745 fps:2044 +frame:4.79e+06 wall_t:2344 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.8118 +2026-01-08 13:41:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5971.65 total_reward_ma:4929.21 loss:0.01873 fps:2043 +frame:4.80e+06 wall_t:2349 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8486 +2026-01-08 13:41:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5849.90 total_reward_ma:4942.54 loss:0.03378 fps:2044 +frame:4.81e+06 wall_t:2353 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8502 +2026-01-08 13:41:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5815.70 total_reward_ma:4954.58 loss:0.01128 fps:2044 +frame:4.82e+06 wall_t:2358 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.8621 +2026-01-08 13:41:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5855.75 total_reward_ma:4967.07 loss:0.02334 fps:2044 +frame:4.83e+06 wall_t:2363 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.8751 +2026-01-08 13:41:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5840.45 total_reward_ma:4978.69 loss:0.02321 fps:2044 +frame:4.84e+06 wall_t:2368 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8426 +2026-01-08 13:41:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5852.30 total_reward_ma:4991.51 loss:0.04318 fps:2044 +frame:4.85e+06 wall_t:2373 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8298 +2026-01-08 13:41:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5859.70 total_reward_ma:5004.70 loss:0.002937 fps:2045 +frame:4.86e+06 wall_t:2377 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8241 +2026-01-08 13:41:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5859.70 total_reward_ma:5018.08 loss:-0.003419 fps:2045 +frame:4.87e+06 wall_t:2382 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8584 +2026-01-08 13:41:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5934.20 total_reward_ma:5032.91 loss:0.02438 fps:2045 +frame:4.88e+06 wall_t:2386 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.8431 +2026-01-08 13:41:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5884.95 total_reward_ma:5046.04 loss:0.01137 fps:2045 +frame:4.89e+06 wall_t:2391 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.841 +2026-01-08 13:41:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5858.20 total_reward_ma:5058.50 loss:0.01486 fps:2045 +frame:4.90e+06 wall_t:2396 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8702 +2026-01-08 13:41:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5900.40 total_reward_ma:5071.17 loss:0.01047 fps:2046 +frame:4.91e+06 wall_t:2400 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.8279 +2026-01-08 13:41:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5932.25 total_reward_ma:5082.66 loss:0.02873 fps:2046 +frame:4.92e+06 wall_t:2405 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8766 +2026-01-08 13:42:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6051.70 total_reward_ma:5096.16 loss:0.009673 fps:2045 +frame:4.93e+06 wall_t:2411 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.876 +2026-01-08 13:42:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6028.50 total_reward_ma:5110.49 loss:0.002355 fps:2045 +frame:4.94e+06 wall_t:2416 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.8623 +2026-01-08 13:42:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6055.95 total_reward_ma:5125.01 loss:0.03088 fps:2045 +frame:4.95e+06 wall_t:2420 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.8373 +2026-01-08 13:42:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6056.45 total_reward_ma:5140.43 loss:0.01937 fps:2045 +frame:4.96e+06 wall_t:2425 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.8121 +2026-01-08 13:42:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6015.10 total_reward_ma:5155.43 loss:0.01703 fps:2045 +frame:4.97e+06 wall_t:2430 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7789 +2026-01-08 13:42:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5974.55 total_reward_ma:5169.44 loss:0.01438 fps:2044 +frame:4.98e+06 wall_t:2436 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7902 +2026-01-08 13:42:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5940.05 total_reward_ma:5182.59 loss:0.0202 fps:2045 +frame:4.99e+06 wall_t:2440 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8834 +2026-01-08 13:42:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5970.15 total_reward_ma:5195.30 loss:0.02206 fps:2045 +frame:5.00e+06 wall_t:2445 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7857 +2026-01-08 13:42:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5979.95 total_reward_ma:5207.70 loss:0.01307 fps:2046 +frame:5.01e+06 wall_t:2449 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.8131 +2026-01-08 13:42:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6036.75 total_reward_ma:5220.57 loss:0.02188 fps:2046 +frame:5.02e+06 wall_t:2454 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.7897 +2026-01-08 13:42:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5990.45 total_reward_ma:5233.23 loss:0.03016 fps:2046 +frame:5.03e+06 wall_t:2459 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8058 +2026-01-08 13:42:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6086.50 total_reward_ma:5246.16 loss:0.006457 fps:2046 +frame:5.04e+06 wall_t:2463 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7849 +2026-01-08 13:43:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6133.40 total_reward_ma:5259.60 loss:0.02337 fps:2046 +frame:5.05e+06 wall_t:2468 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.832 +2026-01-08 13:43:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6146.90 total_reward_ma:5273.23 loss:0.04543 fps:2046 +frame:5.06e+06 wall_t:2473 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.755 +2026-01-08 13:43:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6158.30 total_reward_ma:5286.73 loss:0.0288 fps:2046 +frame:5.07e+06 wall_t:2478 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7854 +2026-01-08 13:43:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6176.55 total_reward_ma:5300.62 loss:0.004648 fps:2047 +frame:5.08e+06 wall_t:2482 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8442 +2026-01-08 13:43:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6233.80 total_reward_ma:5315.51 loss:0.02068 fps:2047 +frame:5.09e+06 wall_t:2487 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.819 +2026-01-08 13:43:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6311.30 total_reward_ma:5331.54 loss:0.01178 fps:2047 +frame:5.10e+06 wall_t:2491 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8242 +2026-01-08 13:43:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6320.30 total_reward_ma:5348.21 loss:0.01999 fps:2047 +frame:5.11e+06 wall_t:2496 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7703 +2026-01-08 13:43:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6386.90 total_reward_ma:5364.92 loss:0.01492 fps:2047 +frame:5.12e+06 wall_t:2501 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7797 +2026-01-08 13:43:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6387.85 total_reward_ma:5382.47 loss:0.01734 fps:2048 +frame:5.13e+06 wall_t:2505 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.8174 +2026-01-08 13:43:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6473.40 total_reward_ma:5400.64 loss:0.001001 fps:2048 +frame:5.14e+06 wall_t:2510 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7809 +2026-01-08 13:43:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6334.20 total_reward_ma:5417.27 loss:0.007745 fps:2049 +frame:5.15e+06 wall_t:2514 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.8324 +2026-01-08 13:43:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6348.90 total_reward_ma:5433.74 loss:0.03992 fps:2048 +frame:5.16e+06 wall_t:2519 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.7705 +2026-01-08 13:43:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6348.90 total_reward_ma:5450.15 loss:0.02831 fps:2048 +frame:5.17e+06 wall_t:2525 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7681 +2026-01-08 13:44:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6328.85 total_reward_ma:5466.28 loss:0.03133 fps:2048 +frame:5.18e+06 wall_t:2529 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8162 +2026-01-08 13:44:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6296.25 total_reward_ma:5482.41 loss:0.006543 fps:2048 +frame:5.19e+06 wall_t:2534 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7571 +2026-01-08 13:44:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6252.35 total_reward_ma:5497.74 loss:0.02334 fps:2049 +frame:5.20e+06 wall_t:2538 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.7601 +2026-01-08 13:44:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6207.45 total_reward_ma:5513.26 loss:0.0483 fps:2050 +frame:5.21e+06 wall_t:2542 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.863 +2026-01-08 13:44:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6134.65 total_reward_ma:5528.97 loss:0.02165 fps:2049 +frame:5.22e+06 wall_t:2547 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.8261 +2026-01-08 13:44:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6134.65 total_reward_ma:5546.28 loss:0.001938 fps:2049 +frame:5.23e+06 wall_t:2552 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.7657 +2026-01-08 13:44:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6108.80 total_reward_ma:5563.66 loss:0.02279 fps:2050 +frame:5.24e+06 wall_t:2556 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.778 +2026-01-08 13:44:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6107.00 total_reward_ma:5580.80 loss:0.03371 fps:2050 +frame:5.25e+06 wall_t:2561 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8165 +2026-01-08 13:44:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6119.25 total_reward_ma:5597.58 loss:0.0262 fps:2050 +frame:5.26e+06 wall_t:2566 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7528 +2026-01-08 13:44:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6101.15 total_reward_ma:5613.48 loss:0.03758 fps:2050 +frame:5.27e+06 wall_t:2571 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7886 +2026-01-08 13:44:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6105.00 total_reward_ma:5629.21 loss:0.01475 fps:2050 +frame:5.28e+06 wall_t:2576 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8021 +2026-01-08 13:44:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6097.05 total_reward_ma:5644.39 loss:0.02701 fps:2050 +frame:5.29e+06 wall_t:2581 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.8019 +2026-01-08 13:44:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6086.40 total_reward_ma:5659.54 loss:0.05555 fps:2049 +frame:5.30e+06 wall_t:2586 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7387 +2026-01-08 13:45:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6083.05 total_reward_ma:5674.83 loss:0.0119 fps:2050 +frame:5.31e+06 wall_t:2590 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8249 +2026-01-08 13:45:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6110.50 total_reward_ma:5690.40 loss:0.03708 fps:2050 +frame:5.32e+06 wall_t:2595 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7641 +2026-01-08 13:45:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6110.50 total_reward_ma:5706.38 loss:0.01115 fps:2050 +frame:5.33e+06 wall_t:2600 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7102 +2026-01-08 13:45:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6249.50 total_reward_ma:5723.19 loss:0.01886 fps:2051 +frame:5.34e+06 wall_t:2604 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.736 +2026-01-08 13:45:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6266.10 total_reward_ma:5739.82 loss:0.04263 fps:2051 +frame:5.35e+06 wall_t:2609 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.8475 +2026-01-08 13:45:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6266.10 total_reward_ma:5756.64 loss:0.02929 fps:2050 +frame:5.36e+06 wall_t:2614 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7572 +2026-01-08 13:45:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6392.75 total_reward_ma:5774.76 loss:0.02676 fps:2051 +frame:5.37e+06 wall_t:2618 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7329 +2026-01-08 13:45:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6430.10 total_reward_ma:5793.48 loss:0.01707 fps:2052 +frame:5.38e+06 wall_t:2622 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7781 +2026-01-08 13:45:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6481.80 total_reward_ma:5812.64 loss:0.02235 fps:2052 +frame:5.39e+06 wall_t:2627 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.8199 +2026-01-08 13:45:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6488.00 total_reward_ma:5832.30 loss:0.01334 fps:2052 +frame:5.40e+06 wall_t:2632 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.7974 +2026-01-08 13:45:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6488.00 total_reward_ma:5851.15 loss:0.02189 fps:2052 +frame:5.41e+06 wall_t:2637 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7426 +2026-01-08 13:45:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6345.30 total_reward_ma:5867.94 loss:0.04022 fps:2051 +frame:5.42e+06 wall_t:2643 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7993 +2026-01-08 13:46:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6276.90 total_reward_ma:5884.05 loss:0.01512 fps:2051 +frame:5.43e+06 wall_t:2648 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7791 +2026-01-08 13:46:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6264.70 total_reward_ma:5900.18 loss:0.01055 fps:2051 +frame:5.44e+06 wall_t:2652 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7928 +2026-01-08 13:46:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6193.35 total_reward_ma:5914.31 loss:0.04038 fps:2050 +frame:5.45e+06 wall_t:2658 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8023 +2026-01-08 13:46:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6152.60 total_reward_ma:5927.17 loss:0.01458 fps:2050 +frame:5.46e+06 wall_t:2663 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7669 +2026-01-08 13:46:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6118.25 total_reward_ma:5939.69 loss:0.007137 fps:2051 +frame:5.47e+06 wall_t:2667 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.8026 +2026-01-08 13:46:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6019.70 total_reward_ma:5950.87 loss:0.01701 fps:2051 +frame:5.48e+06 wall_t:2672 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7919 +2026-01-08 13:46:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5923.40 total_reward_ma:5960.57 loss:0.002252 fps:2051 +frame:5.49e+06 wall_t:2677 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7995 +2026-01-08 13:46:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5917.85 total_reward_ma:5970.31 loss:0.0177 fps:2051 +frame:5.50e+06 wall_t:2682 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8363 +2026-01-08 13:46:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5876.50 total_reward_ma:5979.07 loss:0.03892 fps:2051 +frame:5.51e+06 wall_t:2687 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.8277 +2026-01-08 13:46:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5876.50 total_reward_ma:5986.79 loss:0.01945 fps:2051 +frame:5.52e+06 wall_t:2691 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7819 +2026-01-08 13:46:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5930.15 total_reward_ma:5994.02 loss:0.03515 fps:2051 +frame:5.53e+06 wall_t:2696 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7843 +2026-01-08 13:46:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5893.40 total_reward_ma:6000.04 loss:0.006419 fps:2051 +frame:5.54e+06 wall_t:2701 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8103 +2026-01-08 13:46:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5981.95 total_reward_ma:6007.34 loss:0.03871 fps:2052 +frame:5.55e+06 wall_t:2705 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.8081 +2026-01-08 13:47:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6034.00 total_reward_ma:6014.72 loss:0.05563 fps:2052 +frame:5.56e+06 wall_t:2710 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.7991 +2026-01-08 13:47:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6131.45 total_reward_ma:6022.83 loss:0.01235 fps:2052 +frame:5.57e+06 wall_t:2714 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.8298 +2026-01-08 13:47:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6231.60 total_reward_ma:6031.22 loss:0.007801 fps:2052 +frame:5.58e+06 wall_t:2719 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7744 +2026-01-08 13:47:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6294.90 total_reward_ma:6039.31 loss:0.00757 fps:2051 +frame:5.59e+06 wall_t:2725 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7745 +2026-01-08 13:47:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6202.60 total_reward_ma:6046.68 loss:0.01575 fps:2052 +frame:5.60e+06 wall_t:2729 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7959 +2026-01-08 13:47:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6048.35 total_reward_ma:6051.57 loss:0.02057 fps:2052 +frame:5.61e+06 wall_t:2734 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7746 +2026-01-08 13:47:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6056.05 total_reward_ma:6056.52 loss:0.01544 fps:2052 +frame:5.62e+06 wall_t:2739 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8295 +2026-01-08 13:47:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6011.10 total_reward_ma:6060.03 loss:0.0116 fps:2052 +frame:5.63e+06 wall_t:2743 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.849 +2026-01-08 13:47:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5905.45 total_reward_ma:6062.62 loss:0.04004 fps:2053 +frame:5.64e+06 wall_t:2747 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7308 +2026-01-08 13:47:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5845.05 total_reward_ma:6065.04 loss:0.003292 fps:2053 +frame:5.65e+06 wall_t:2752 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8324 +2026-01-08 13:47:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5771.30 total_reward_ma:6066.71 loss:0.02843 fps:2053 +frame:5.66e+06 wall_t:2757 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.8302 +2026-01-08 13:47:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5728.10 total_reward_ma:6067.17 loss:0.0299 fps:2054 +frame:5.67e+06 wall_t:2761 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.769 +2026-01-08 13:48:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5721.25 total_reward_ma:6067.54 loss:0.01148 fps:2054 +frame:5.68e+06 wall_t:2766 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.8257 +2026-01-08 13:48:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5675.00 total_reward_ma:6067.37 loss:0.03897 fps:2053 +frame:5.69e+06 wall_t:2771 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.8109 +2026-01-08 13:48:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5728.80 total_reward_ma:6066.96 loss:0.04271 fps:2053 +frame:5.70e+06 wall_t:2776 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7042 +2026-01-08 13:48:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5686.00 total_reward_ma:6065.86 loss:0.02899 fps:2053 +frame:5.71e+06 wall_t:2781 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7444 +2026-01-08 13:48:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5639.00 total_reward_ma:6064.14 loss:0.02435 fps:2054 +frame:5.72e+06 wall_t:2785 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7932 +2026-01-08 13:48:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5630.10 total_reward_ma:6062.83 loss:0.004407 fps:2054 +frame:5.73e+06 wall_t:2789 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.8078 +2026-01-08 13:48:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5618.60 total_reward_ma:6061.37 loss:0.04236 fps:2054 +frame:5.74e+06 wall_t:2794 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7544 +2026-01-08 13:48:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5658.90 total_reward_ma:6059.68 loss:0.05825 fps:2054 +frame:5.75e+06 wall_t:2799 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7573 +2026-01-08 13:48:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5719.45 total_reward_ma:6058.50 loss:0.00291 fps:2054 +frame:5.76e+06 wall_t:2804 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7884 +2026-01-08 13:48:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5703.15 total_reward_ma:6055.68 loss:0.02459 fps:2054 +frame:5.77e+06 wall_t:2809 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.7367 +2026-01-08 13:48:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5748.10 total_reward_ma:6053.38 loss:0.03073 fps:2055 +frame:5.78e+06 wall_t:2813 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7593 +2026-01-08 13:48:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5872.50 total_reward_ma:6052.39 loss:0.03096 fps:2055 +frame:5.79e+06 wall_t:2818 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7012 +2026-01-08 13:48:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5884.00 total_reward_ma:6051.51 loss:-0.001865 fps:2055 +frame:5.80e+06 wall_t:2823 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7499 +2026-01-08 13:49:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5884.00 total_reward_ma:6051.85 loss:0.02417 fps:2055 +frame:5.81e+06 wall_t:2827 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.6998 +2026-01-08 13:49:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5916.10 total_reward_ma:6052.85 loss:0.03929 fps:2055 +frame:5.82e+06 wall_t:2832 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7304 +2026-01-08 13:49:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:5978.80 total_reward_ma:6054.09 loss:0.01459 fps:2055 +frame:5.83e+06 wall_t:2837 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.688 +2026-01-08 13:49:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6094.80 total_reward_ma:6056.63 loss:0.02558 fps:2055 +frame:5.84e+06 wall_t:2842 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7105 +2026-01-08 13:49:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6123.55 total_reward_ma:6059.34 loss:0.03275 fps:2055 +frame:5.85e+06 wall_t:2847 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:49:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6204.55 total_reward_ma:6062.79 loss:0.02192 fps:2055 +frame:5.86e+06 wall_t:2851 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7023 +2026-01-08 13:49:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6202.90 total_reward_ma:6066.22 loss:0.02678 fps:2055 +frame:5.87e+06 wall_t:2856 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7071 +2026-01-08 13:49:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6253.30 total_reward_ma:6069.41 loss:0.02733 fps:2056 +frame:5.88e+06 wall_t:2860 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.7526 +2026-01-08 13:49:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6295.70 total_reward_ma:6073.52 loss:0.04621 fps:2056 +frame:5.89e+06 wall_t:2865 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6865 +2026-01-08 13:49:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6269.90 total_reward_ma:6077.64 loss:0.02739 fps:2056 +frame:5.90e+06 wall_t:2869 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.6466 +2026-01-08 13:49:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6198.10 total_reward_ma:6080.61 loss:0.02418 fps:2056 +frame:5.91e+06 wall_t:2874 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:49:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6227.15 total_reward_ma:6083.56 loss:0.03174 fps:2057 +frame:5.92e+06 wall_t:2878 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.6778 +2026-01-08 13:49:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6236.85 total_reward_ma:6085.41 loss:0.02151 fps:2057 +frame:5.93e+06 wall_t:2883 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.7056 +2026-01-08 13:50:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6221.35 total_reward_ma:6087.34 loss:0.03471 fps:2057 +frame:5.94e+06 wall_t:2888 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7213 +2026-01-08 13:50:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6195.15 total_reward_ma:6088.73 loss:0.02211 fps:2057 +frame:5.95e+06 wall_t:2892 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.6514 +2026-01-08 13:50:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6158.05 total_reward_ma:6089.75 loss:0.02745 fps:2057 +frame:5.96e+06 wall_t:2897 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.693 +2026-01-08 13:50:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6420.00 total_reward_ma:6093.80 loss:0.0288 fps:2057 +frame:5.97e+06 wall_t:2902 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.6769 +2026-01-08 13:50:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6405.90 total_reward_ma:6098.11 loss:0.01394 fps:2058 +frame:5.98e+06 wall_t:2906 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6794 +2026-01-08 13:50:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6405.90 total_reward_ma:6102.77 loss:0.01065 fps:2058 +frame:5.99e+06 wall_t:2911 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7323 +2026-01-08 13:50:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6342.55 total_reward_ma:6106.50 loss:0.02511 fps:2058 +frame:6.00e+06 wall_t:2916 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.6954 +2026-01-08 13:50:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6409.20 total_reward_ma:6110.79 loss:0.04799 fps:2058 +frame:6.01e+06 wall_t:2921 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.6934 +2026-01-08 13:50:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6370.20 total_reward_ma:6114.12 loss:0.03043 fps:2057 +frame:6.02e+06 wall_t:2926 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7201 +2026-01-08 13:50:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6529.65 total_reward_ma:6119.51 loss:0.02142 fps:2057 +frame:6.03e+06 wall_t:2931 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7185 +2026-01-08 13:50:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6586.20 total_reward_ma:6124.51 loss:0.03475 fps:2058 +frame:6.04e+06 wall_t:2935 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.6771 +2026-01-08 13:50:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6687.20 total_reward_ma:6130.05 loss:0.0267 fps:2058 +frame:6.05e+06 wall_t:2940 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7454 +2026-01-08 13:50:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6642.20 total_reward_ma:6135.00 loss:0.01902 fps:2058 +frame:6.06e+06 wall_t:2944 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7214 +2026-01-08 13:51:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6650.10 total_reward_ma:6139.92 loss:0.02924 fps:2058 +frame:6.07e+06 wall_t:2949 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.6891 +2026-01-08 13:51:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6674.60 total_reward_ma:6144.90 loss:0.03021 fps:2058 +frame:6.08e+06 wall_t:2954 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.679 +2026-01-08 13:51:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6697.80 total_reward_ma:6149.54 loss:0.01249 fps:2058 +frame:6.09e+06 wall_t:2959 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:51:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6691.05 total_reward_ma:6153.34 loss:0.03631 fps:2058 +frame:6.10e+06 wall_t:2964 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.6789 +2026-01-08 13:51:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6710.75 total_reward_ma:6157.24 loss:0.01171 fps:2058 +frame:6.11e+06 wall_t:2969 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7487 +2026-01-08 13:51:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6689.50 total_reward_ma:6160.27 loss:0.03648 fps:2058 +frame:6.12e+06 wall_t:2974 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7483 +2026-01-08 13:51:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6849.25 total_reward_ma:6164.88 loss:0.0466 fps:2058 +frame:6.13e+06 wall_t:2979 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7234 +2026-01-08 13:51:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6849.25 total_reward_ma:6168.64 loss:0.02805 fps:2058 +frame:6.14e+06 wall_t:2984 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.6724 +2026-01-08 13:51:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6868.05 total_reward_ma:6173.98 loss:0.04274 fps:2058 +frame:6.15e+06 wall_t:2988 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7411 +2026-01-08 13:51:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6926.85 total_reward_ma:6179.76 loss:0.03282 fps:2058 +frame:6.16e+06 wall_t:2993 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7503 +2026-01-08 13:51:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6874.85 total_reward_ma:6185.02 loss:0.02631 fps:2058 +frame:6.17e+06 wall_t:2998 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7165 +2026-01-08 13:51:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6874.85 total_reward_ma:6190.48 loss:0.01273 fps:2058 +frame:6.18e+06 wall_t:3003 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.7066 +2026-01-08 13:52:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6864.65 total_reward_ma:6196.16 loss:0.04153 fps:2059 +frame:6.19e+06 wall_t:3007 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.6854 +2026-01-08 13:52:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6864.15 total_reward_ma:6202.28 loss:0.02962 fps:2058 +frame:6.20e+06 wall_t:3012 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7504 +2026-01-08 13:52:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6864.15 total_reward_ma:6208.85 loss:0.0297 fps:2058 +frame:6.21e+06 wall_t:3017 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7369 +2026-01-08 13:52:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7005.80 total_reward_ma:6217.56 loss:0.04482 fps:2058 +frame:6.22e+06 wall_t:3022 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.6432 +2026-01-08 13:52:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:6890.85 total_reward_ma:6225.12 loss:0.05061 fps:2059 +frame:6.23e+06 wall_t:3026 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7172 +2026-01-08 13:52:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7019.45 total_reward_ma:6234.23 loss:0.01475 fps:2059 +frame:6.24e+06 wall_t:3031 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 13:52:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7045.30 total_reward_ma:6243.61 loss:0.02179 fps:2059 +frame:6.25e+06 wall_t:3036 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.727 +2026-01-08 13:52:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7045.30 total_reward_ma:6252.87 loss:0.01589 fps:2059 +frame:6.26e+06 wall_t:3041 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7191 +2026-01-08 13:52:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7139.05 total_reward_ma:6263.25 loss:0.03757 fps:2059 +frame:6.27e+06 wall_t:3045 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7004 +2026-01-08 13:52:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7171.00 total_reward_ma:6273.91 loss:0.02967 fps:2059 +frame:6.28e+06 wall_t:3050 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.6322 +2026-01-08 13:52:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7177.25 total_reward_ma:6284.71 loss:0.02237 fps:2059 +frame:6.29e+06 wall_t:3055 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6865 +2026-01-08 13:52:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7126.20 total_reward_ma:6295.11 loss:0.006619 fps:2059 +frame:6.30e+06 wall_t:3059 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7443 +2026-01-08 13:52:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7234.10 total_reward_ma:6306.62 loss:0.003655 fps:2059 +frame:6.31e+06 wall_t:3064 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7408 +2026-01-08 13:53:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7259.60 total_reward_ma:6318.11 loss:0.02632 fps:2060 +frame:6.32e+06 wall_t:3068 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7455 +2026-01-08 13:53:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7375.45 total_reward_ma:6330.76 loss:0.01629 fps:2060 +frame:6.33e+06 wall_t:3073 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7556 +2026-01-08 13:53:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7375.45 total_reward_ma:6342.02 loss:0.03278 fps:2060 +frame:6.34e+06 wall_t:3077 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7469 +2026-01-08 13:53:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7346.80 total_reward_ma:6352.83 loss:0.02318 fps:2060 +frame:6.35e+06 wall_t:3082 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.7003 +2026-01-08 13:53:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7406.20 total_reward_ma:6364.23 loss:0.03834 fps:2061 +frame:6.36e+06 wall_t:3086 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.7085 +2026-01-08 13:53:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7466.75 total_reward_ma:6374.97 loss:0.01435 fps:2061 +frame:6.37e+06 wall_t:3091 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6616 +2026-01-08 13:53:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7439.20 total_reward_ma:6385.06 loss:0.005738 fps:2061 +frame:6.38e+06 wall_t:3096 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7528 +2026-01-08 13:53:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7537.15 total_reward_ma:6395.61 loss:0.02253 fps:2061 +frame:6.39e+06 wall_t:3100 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.677 +2026-01-08 13:53:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7604.00 total_reward_ma:6406.77 loss:0.031 fps:2061 +frame:6.40e+06 wall_t:3105 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.774 +2026-01-08 13:53:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7645.90 total_reward_ma:6418.35 loss:0.0037 fps:2061 +frame:6.41e+06 wall_t:3110 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.7615 +2026-01-08 13:53:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7637.10 total_reward_ma:6431.27 loss:0.02993 fps:2061 +frame:6.42e+06 wall_t:3115 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7441 +2026-01-08 13:53:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7709.90 total_reward_ma:6445.60 loss:0.0327 fps:2061 +frame:6.43e+06 wall_t:3120 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.7 +2026-01-08 13:53:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7737.25 total_reward_ma:6460.33 loss:0.03063 fps:2061 +frame:6.44e+06 wall_t:3125 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6958 +2026-01-08 13:54:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7687.85 total_reward_ma:6475.27 loss:0.00132 fps:2061 +frame:6.45e+06 wall_t:3129 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.7024 +2026-01-08 13:54:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7687.85 total_reward_ma:6490.62 loss:0.05417 fps:2061 +frame:6.46e+06 wall_t:3134 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6989 +2026-01-08 13:54:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7630.00 total_reward_ma:6505.74 loss:0.03141 fps:2062 +frame:6.47e+06 wall_t:3138 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7977 +2026-01-08 13:54:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7644.85 total_reward_ma:6521.99 loss:0.01894 fps:2062 +frame:6.48e+06 wall_t:3143 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7447 +2026-01-08 13:54:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7624.15 total_reward_ma:6539.00 loss:0.03404 fps:2062 +frame:6.49e+06 wall_t:3148 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7003 +2026-01-08 13:54:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7655.00 total_reward_ma:6556.37 loss:0.01926 fps:2062 +frame:6.50e+06 wall_t:3153 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7711 +2026-01-08 13:54:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7697.60 total_reward_ma:6574.58 loss:0.03769 fps:2062 +frame:6.51e+06 wall_t:3157 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7129 +2026-01-08 13:54:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7663.55 total_reward_ma:6592.45 loss:0.01681 fps:2062 +frame:6.52e+06 wall_t:3162 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7371 +2026-01-08 13:54:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7797.95 total_reward_ma:6611.13 loss:0.009973 fps:2062 +frame:6.53e+06 wall_t:3167 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.719 +2026-01-08 13:54:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7797.95 total_reward_ma:6630.18 loss:0.01591 fps:2062 +frame:6.54e+06 wall_t:3172 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7328 +2026-01-08 13:54:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7753.50 total_reward_ma:6647.89 loss:0.03376 fps:2062 +frame:6.55e+06 wall_t:3177 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.7432 +2026-01-08 13:54:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7740.35 total_reward_ma:6664.96 loss:0.009453 fps:2062 +frame:6.56e+06 wall_t:3182 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7822 +2026-01-08 13:55:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7748.85 total_reward_ma:6681.13 loss:0.02536 fps:2062 +frame:6.57e+06 wall_t:3186 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.6589 +2026-01-08 13:55:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7748.85 total_reward_ma:6696.30 loss:0.05221 fps:2063 +frame:6.58e+06 wall_t:3190 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7049 +2026-01-08 13:55:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7846.80 total_reward_ma:6711.82 loss:0.02384 fps:2063 +frame:6.59e+06 wall_t:3195 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7497 +2026-01-08 13:55:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7842.45 total_reward_ma:6728.22 loss:0.04256 fps:2062 +frame:6.60e+06 wall_t:3200 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6936 +2026-01-08 13:55:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7667.20 total_reward_ma:6744.41 loss:0.01645 fps:2062 +frame:6.61e+06 wall_t:3205 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7387 +2026-01-08 13:55:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7661.35 total_reward_ma:6760.46 loss:0.03155 fps:2062 +frame:6.62e+06 wall_t:3210 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.6943 +2026-01-08 13:55:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7712.40 total_reward_ma:6777.47 loss:0.025 fps:2062 +frame:6.63e+06 wall_t:3215 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.6397 +2026-01-08 13:55:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7803.35 total_reward_ma:6796.45 loss:0.02355 fps:2062 +frame:6.64e+06 wall_t:3220 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7469 +2026-01-08 13:55:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7803.35 total_reward_ma:6816.04 loss:0.01457 fps:2063 +frame:6.65e+06 wall_t:3224 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7013 +2026-01-08 13:55:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7760.80 total_reward_ma:6835.93 loss:0.02603 fps:2063 +frame:6.66e+06 wall_t:3229 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7147 +2026-01-08 13:55:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7792.75 total_reward_ma:6856.58 loss:0.04257 fps:2062 +frame:6.67e+06 wall_t:3234 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.6797 +2026-01-08 13:55:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7792.75 total_reward_ma:6877.29 loss:0.01871 fps:2062 +frame:6.68e+06 wall_t:3239 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7097 +2026-01-08 13:55:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7792.75 total_reward_ma:6898.47 loss:0.01703 fps:2062 +frame:6.69e+06 wall_t:3244 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7343 +2026-01-08 13:56:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7926.60 total_reward_ma:6920.45 loss:0.05795 fps:2063 +frame:6.70e+06 wall_t:3248 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.6967 +2026-01-08 13:56:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8018.50 total_reward_ma:6943.77 loss:0.02838 fps:2063 +frame:6.71e+06 wall_t:3253 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.6811 +2026-01-08 13:56:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8024.05 total_reward_ma:6967.62 loss:0.03518 fps:2063 +frame:6.72e+06 wall_t:3257 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.7199 +2026-01-08 13:56:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7967.85 total_reward_ma:6991.00 loss:0.02017 fps:2063 +frame:6.73e+06 wall_t:3262 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7923 +2026-01-08 13:56:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7967.85 total_reward_ma:7014.49 loss:0.03964 fps:2063 +frame:6.74e+06 wall_t:3267 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7706 +2026-01-08 13:56:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7844.15 total_reward_ma:7036.35 loss:0.03604 fps:2064 +frame:6.75e+06 wall_t:3271 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7551 +2026-01-08 13:56:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7797.35 total_reward_ma:7057.13 loss:0.03412 fps:2063 +frame:6.76e+06 wall_t:3276 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.6804 +2026-01-08 13:56:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7797.35 total_reward_ma:7078.07 loss:0.06114 fps:2064 +frame:6.77e+06 wall_t:3280 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7469 +2026-01-08 13:56:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7785.15 total_reward_ma:7098.44 loss:0.03956 fps:2064 +frame:6.78e+06 wall_t:3285 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6629 +2026-01-08 13:56:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7841.40 total_reward_ma:7118.13 loss:0.01711 fps:2064 +frame:6.79e+06 wall_t:3290 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.7278 +2026-01-08 13:56:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7948.05 total_reward_ma:7138.77 loss:0.01961 fps:2064 +frame:6.80e+06 wall_t:3295 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7254 +2026-01-08 13:56:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7891.45 total_reward_ma:7158.84 loss:0.02691 fps:2064 +frame:6.81e+06 wall_t:3299 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.6868 +2026-01-08 13:56:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7919.40 total_reward_ma:7178.87 loss:0.00456 fps:2064 +frame:6.82e+06 wall_t:3304 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7122 +2026-01-08 13:57:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7934.00 total_reward_ma:7198.43 loss:0.06563 fps:2065 +frame:6.83e+06 wall_t:3308 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.6981 +2026-01-08 13:57:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:7964.60 total_reward_ma:7217.12 loss:0.01943 fps:2065 +frame:6.84e+06 wall_t:3313 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7009 +2026-01-08 13:57:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8094.65 total_reward_ma:7236.83 loss:0.03429 fps:2064 +frame:6.85e+06 wall_t:3318 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7124 +2026-01-08 13:57:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8216.85 total_reward_ma:7256.96 loss:0.0204 fps:2064 +frame:6.86e+06 wall_t:3323 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.7657 +2026-01-08 13:57:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8230.85 total_reward_ma:7277.24 loss:0.0002907 fps:2064 +frame:6.87e+06 wall_t:3328 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.6936 +2026-01-08 13:57:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8215.20 total_reward_ma:7296.86 loss:0.04334 fps:2064 +frame:6.88e+06 wall_t:3333 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6607 +2026-01-08 13:57:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8213.00 total_reward_ma:7316.03 loss:0.04253 fps:2064 +frame:6.89e+06 wall_t:3338 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.6724 +2026-01-08 13:57:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8230.40 total_reward_ma:7335.63 loss:0.05549 fps:2064 +frame:6.90e+06 wall_t:3343 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.6403 +2026-01-08 13:57:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8293.60 total_reward_ma:7356.59 loss:0.03967 fps:2064 +frame:6.91e+06 wall_t:3348 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.66 +2026-01-08 13:57:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8330.75 total_reward_ma:7377.63 loss:0.03199 fps:2064 +frame:6.92e+06 wall_t:3352 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6777 +2026-01-08 13:57:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8264.55 total_reward_ma:7397.90 loss:0.009603 fps:2064 +frame:6.93e+06 wall_t:3358 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.724 +2026-01-08 13:57:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8149.10 total_reward_ma:7417.18 loss:0.03415 fps:2064 +frame:6.94e+06 wall_t:3362 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.7129 +2026-01-08 13:58:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8137.75 total_reward_ma:7436.61 loss:0.03492 fps:2064 +frame:6.95e+06 wall_t:3367 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6884 +2026-01-08 13:58:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8137.75 total_reward_ma:7456.40 loss:0.0285 fps:2064 +frame:6.96e+06 wall_t:3372 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6921 +2026-01-08 13:58:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8068.15 total_reward_ma:7472.88 loss:0.01466 fps:2065 +frame:6.97e+06 wall_t:3376 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6425 +2026-01-08 13:58:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8131.85 total_reward_ma:7490.15 loss:0.02711 fps:2064 +frame:6.98e+06 wall_t:3381 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.7217 +2026-01-08 13:58:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8105.65 total_reward_ma:7507.14 loss:0.03126 fps:2065 +frame:6.99e+06 wall_t:3385 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7614 +2026-01-08 13:58:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8143.60 total_reward_ma:7525.15 loss:0.004399 fps:2066 +frame:7.00e+06 wall_t:3389 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.7256 +2026-01-08 13:58:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8143.00 total_reward_ma:7542.49 loss:0.05662 fps:2065 +frame:7.01e+06 wall_t:3394 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.669 +2026-01-08 13:58:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8217.50 total_reward_ma:7560.96 loss:0.05149 fps:2065 +frame:7.02e+06 wall_t:3399 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.6864 +2026-01-08 13:58:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8186.65 total_reward_ma:7577.53 loss:0.02598 fps:2065 +frame:7.03e+06 wall_t:3404 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6404 +2026-01-08 13:58:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8193.55 total_reward_ma:7593.61 loss:0.03057 fps:2066 +frame:7.04e+06 wall_t:3408 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.7188 +2026-01-08 13:58:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8272.70 total_reward_ma:7609.46 loss:0.02885 fps:2066 +frame:7.05e+06 wall_t:3413 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6721 +2026-01-08 13:58:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8359.35 total_reward_ma:7626.63 loss:0.04898 fps:2066 +frame:7.06e+06 wall_t:3418 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7202 +2026-01-08 13:58:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8330.55 total_reward_ma:7643.44 loss:0.0169 fps:2065 +frame:7.07e+06 wall_t:3423 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.7563 +2026-01-08 13:59:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8254.20 total_reward_ma:7659.23 loss:0.02078 fps:2066 +frame:7.08e+06 wall_t:3427 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:59:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8330.25 total_reward_ma:7675.56 loss:0.01538 fps:2066 +frame:7.09e+06 wall_t:3432 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.6663 +2026-01-08 13:59:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8138.10 total_reward_ma:7690.03 loss:0.04944 fps:2066 +frame:7.10e+06 wall_t:3436 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.6459 +2026-01-08 13:59:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8136.60 total_reward_ma:7704.29 loss:0.01663 fps:2066 +frame:7.11e+06 wall_t:3441 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.797 +2026-01-08 13:59:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8123.30 total_reward_ma:7718.63 loss:0.04123 fps:2066 +frame:7.12e+06 wall_t:3446 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6736 +2026-01-08 13:59:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8148.55 total_reward_ma:7731.62 loss:0.01163 fps:2067 +frame:7.13e+06 wall_t:3450 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6296 +2026-01-08 13:59:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8367.75 total_reward_ma:7746.80 loss:0.03899 fps:2067 +frame:7.14e+06 wall_t:3455 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.747 +2026-01-08 13:59:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8288.05 total_reward_ma:7761.00 loss:0.03019 fps:2066 +frame:7.15e+06 wall_t:3460 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.7175 +2026-01-08 13:59:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8286.20 total_reward_ma:7774.60 loss:0.01299 fps:2066 +frame:7.16e+06 wall_t:3465 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.6827 +2026-01-08 13:59:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8337.45 total_reward_ma:7789.22 loss:0.008115 fps:2067 +frame:7.17e+06 wall_t:3469 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7169 +2026-01-08 13:59:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8391.35 total_reward_ma:7804.39 loss:0.04707 fps:2067 +frame:7.18e+06 wall_t:3474 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6905 +2026-01-08 13:59:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8420.60 total_reward_ma:7819.95 loss:0.02957 fps:2067 +frame:7.19e+06 wall_t:3479 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6493 +2026-01-08 13:59:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8420.60 total_reward_ma:7835.51 loss:0.01673 fps:2067 +frame:7.20e+06 wall_t:3484 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.6045 +2026-01-08 14:00:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8464.00 total_reward_ma:7851.51 loss:0.02176 fps:2067 +frame:7.21e+06 wall_t:3488 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.6757 +2026-01-08 14:00:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8336.30 total_reward_ma:7864.82 loss:0.02601 fps:2067 +frame:7.22e+06 wall_t:3493 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6835 +2026-01-08 14:00:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8287.70 total_reward_ma:7878.78 loss:0.04328 fps:2067 +frame:7.23e+06 wall_t:3498 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.7126 +2026-01-08 14:00:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8357.45 total_reward_ma:7892.16 loss:0.02216 fps:2067 +frame:7.24e+06 wall_t:3503 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7081 +2026-01-08 14:00:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8456.25 total_reward_ma:7906.27 loss:0.01521 fps:2067 +frame:7.25e+06 wall_t:3508 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.6574 +2026-01-08 14:00:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8456.25 total_reward_ma:7920.38 loss:0.02992 fps:2067 +frame:7.26e+06 wall_t:3512 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.7053 +2026-01-08 14:00:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8322.30 total_reward_ma:7932.22 loss:0.03177 fps:2067 +frame:7.27e+06 wall_t:3517 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6954 +2026-01-08 14:00:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8300.10 total_reward_ma:7943.51 loss:0.06624 fps:2067 +frame:7.28e+06 wall_t:3522 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6632 +2026-01-08 14:00:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8329.75 total_reward_ma:7955.03 loss:0.03072 fps:2067 +frame:7.29e+06 wall_t:3527 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6619 +2026-01-08 14:00:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8353.60 total_reward_ma:7967.31 loss:0.03199 fps:2067 +frame:7.30e+06 wall_t:3531 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.6909 +2026-01-08 14:00:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8437.00 total_reward_ma:7979.33 loss:0.03018 fps:2067 +frame:7.31e+06 wall_t:3536 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6759 +2026-01-08 14:00:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8402.25 total_reward_ma:7990.76 loss:0.02941 fps:2068 +frame:7.32e+06 wall_t:3540 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6912 +2026-01-08 14:00:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8368.75 total_reward_ma:8000.69 loss:0.04116 fps:2068 +frame:7.33e+06 wall_t:3545 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6402 +2026-01-08 14:01:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8368.75 total_reward_ma:8010.63 loss:0.04633 fps:2068 +frame:7.34e+06 wall_t:3550 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6605 +2026-01-08 14:01:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8437.55 total_reward_ma:8021.53 loss:0.03665 fps:2068 +frame:7.35e+06 wall_t:3554 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.683 +2026-01-08 14:01:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8610.85 total_reward_ma:8033.58 loss:0.03389 fps:2068 +frame:7.36e+06 wall_t:3559 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.6913 +2026-01-08 14:01:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8840.70 total_reward_ma:8047.32 loss:0.007689 fps:2068 +frame:7.37e+06 wall_t:3564 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7047 +2026-01-08 14:01:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8835.85 total_reward_ma:8061.29 loss:0.04417 fps:2068 +frame:7.38e+06 wall_t:3568 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6001 +2026-01-08 14:01:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8893.10 total_reward_ma:8074.85 loss:0.0405 fps:2068 +frame:7.39e+06 wall_t:3573 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6472 +2026-01-08 14:01:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8847.95 total_reward_ma:8087.29 loss:0.03684 fps:2068 +frame:7.40e+06 wall_t:3578 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6984 +2026-01-08 14:01:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8871.25 total_reward_ma:8099.54 loss:0.05243 fps:2068 +frame:7.41e+06 wall_t:3583 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.7115 +2026-01-08 14:01:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8891.40 total_reward_ma:8112.08 loss:0.04659 fps:2069 +frame:7.42e+06 wall_t:3587 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6082 +2026-01-08 14:01:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8883.05 total_reward_ma:8123.81 loss:0.02307 fps:2068 +frame:7.43e+06 wall_t:3592 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.658 +2026-01-08 14:01:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8811.20 total_reward_ma:8134.55 loss:0.02017 fps:2069 +frame:7.44e+06 wall_t:3596 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.6894 +2026-01-08 14:01:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8796.50 total_reward_ma:8145.64 loss:0.0623 fps:2069 +frame:7.45e+06 wall_t:3601 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.6208 +2026-01-08 14:01:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8792.50 total_reward_ma:8156.69 loss:0.01929 fps:2069 +frame:7.46e+06 wall_t:3605 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6645 +2026-01-08 14:02:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8852.40 total_reward_ma:8168.91 loss:0.04009 fps:2069 +frame:7.47e+06 wall_t:3610 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6719 +2026-01-08 14:02:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8852.40 total_reward_ma:8180.99 loss:0.03664 fps:2069 +frame:7.48e+06 wall_t:3615 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7215 +2026-01-08 14:02:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8783.25 total_reward_ma:8192.58 loss:0.01126 fps:2069 +frame:7.49e+06 wall_t:3620 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6832 +2026-01-08 14:02:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8781.55 total_reward_ma:8203.84 loss:0.02184 fps:2069 +frame:7.50e+06 wall_t:3625 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6111 +2026-01-08 14:02:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8781.55 total_reward_ma:8214.68 loss:0.02472 fps:2069 +frame:7.51e+06 wall_t:3630 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.6455 +2026-01-08 14:02:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8927.60 total_reward_ma:8227.32 loss:0.041 fps:2069 +frame:7.52e+06 wall_t:3634 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6546 +2026-01-08 14:02:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8849.80 total_reward_ma:8237.84 loss:0.01214 fps:2069 +frame:7.53e+06 wall_t:3640 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6441 +2026-01-08 14:02:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8893.10 total_reward_ma:8248.79 loss:0.04076 fps:2069 +frame:7.54e+06 wall_t:3645 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.6297 +2026-01-08 14:02:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9041.75 total_reward_ma:8261.68 loss:0.0226 fps:2068 +frame:7.55e+06 wall_t:3650 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6496 +2026-01-08 14:02:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9030.45 total_reward_ma:8274.58 loss:0.03584 fps:2068 +frame:7.56e+06 wall_t:3655 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6695 +2026-01-08 14:02:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8978.80 total_reward_ma:8286.88 loss:0.0168 fps:2068 +frame:7.57e+06 wall_t:3660 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6415 +2026-01-08 14:02:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8829.75 total_reward_ma:8297.68 loss:0.02689 fps:2068 +frame:7.58e+06 wall_t:3666 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6373 +2026-01-08 14:03:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8907.40 total_reward_ma:8308.29 loss:0.02738 fps:2068 +frame:7.59e+06 wall_t:3670 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6735 +2026-01-08 14:03:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:8907.40 total_reward_ma:8318.94 loss:0.06433 fps:2068 +frame:7.60e+06 wall_t:3675 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.5802 +2026-01-08 14:03:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9088.70 total_reward_ma:8333.15 loss:0.03573 fps:2068 +frame:7.61e+06 wall_t:3679 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6226 +2026-01-08 14:03:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9052.15 total_reward_ma:8347.06 loss:0.04446 fps:2068 +frame:7.62e+06 wall_t:3684 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6344 +2026-01-08 14:03:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9070.00 total_reward_ma:8360.64 loss:0.03438 fps:2068 +frame:7.63e+06 wall_t:3689 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.6784 +2026-01-08 14:03:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9326.85 total_reward_ma:8375.87 loss:0.01553 fps:2068 +frame:7.64e+06 wall_t:3694 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6761 +2026-01-08 14:03:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9367.60 total_reward_ma:8391.52 loss:0.0371 fps:2069 +frame:7.65e+06 wall_t:3698 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6431 +2026-01-08 14:03:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9452.05 total_reward_ma:8408.43 loss:0.04749 fps:2069 +frame:7.66e+06 wall_t:3703 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6895 +2026-01-08 14:03:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9452.05 total_reward_ma:8425.02 loss:0.0279 fps:2069 +frame:7.67e+06 wall_t:3708 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6391 +2026-01-08 14:03:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9461.35 total_reward_ma:8441.71 loss:0.03983 fps:2069 +frame:7.68e+06 wall_t:3712 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.6441 +2026-01-08 14:03:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9454.20 total_reward_ma:8458.32 loss:0.0528 fps:2069 +frame:7.69e+06 wall_t:3717 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6544 +2026-01-08 14:03:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9550.35 total_reward_ma:8474.56 loss:0.035 fps:2069 +frame:7.70e+06 wall_t:3721 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6537 +2026-01-08 14:03:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9522.55 total_reward_ma:8489.60 loss:0.01743 fps:2069 +frame:7.71e+06 wall_t:3726 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6745 +2026-01-08 14:04:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9513.25 total_reward_ma:8504.49 loss:0.02033 fps:2070 +frame:7.72e+06 wall_t:3730 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6534 +2026-01-08 14:04:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9740.40 total_reward_ma:8522.22 loss:0.01113 fps:2070 +frame:7.73e+06 wall_t:3735 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6606 +2026-01-08 14:04:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9853.90 total_reward_ma:8541.08 loss:0.03177 fps:2070 +frame:7.74e+06 wall_t:3739 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7318 +2026-01-08 14:04:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9761.65 total_reward_ma:8560.25 loss:0.02649 fps:2071 +frame:7.75e+06 wall_t:3743 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6456 +2026-01-08 14:04:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9744.05 total_reward_ma:8579.72 loss:0.02288 fps:2070 +frame:7.76e+06 wall_t:3748 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.654 +2026-01-08 14:04:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9743.50 total_reward_ma:8599.18 loss:0.02151 fps:2071 +frame:7.77e+06 wall_t:3752 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.6819 +2026-01-08 14:04:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9855.75 total_reward_ma:8619.89 loss:0.02159 fps:2071 +frame:7.78e+06 wall_t:3756 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6548 +2026-01-08 14:04:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9900.65 total_reward_ma:8640.48 loss:0.01566 fps:2071 +frame:7.79e+06 wall_t:3761 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6985 +2026-01-08 14:04:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9887.95 total_reward_ma:8659.88 loss:0.03117 fps:2072 +frame:7.80e+06 wall_t:3765 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.6752 +2026-01-08 14:04:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9967.65 total_reward_ma:8680.64 loss:0.03437 fps:2072 +frame:7.81e+06 wall_t:3769 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.7035 +2026-01-08 14:04:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9832.40 total_reward_ma:8699.77 loss:0.03614 fps:2072 +frame:7.82e+06 wall_t:3774 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.6546 +2026-01-08 14:04:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9849.00 total_reward_ma:8718.92 loss:0.02211 fps:2073 +frame:7.83e+06 wall_t:3778 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.6713 +2026-01-08 14:04:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9849.00 total_reward_ma:8737.76 loss:0.06148 fps:2072 +frame:7.84e+06 wall_t:3783 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.6794 +2026-01-08 14:05:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9781.10 total_reward_ma:8754.63 loss:0.03464 fps:2073 +frame:7.85e+06 wall_t:3787 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.6333 +2026-01-08 14:05:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9748.75 total_reward_ma:8769.95 loss:0.03909 fps:2073 +frame:7.86e+06 wall_t:3791 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6614 +2026-01-08 14:05:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:9814.00 total_reward_ma:8785.78 loss:0.02129 fps:2074 +frame:7.87e+06 wall_t:3795 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7155 +2026-01-08 14:05:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10011.30 total_reward_ma:8803.74 loss:0.02316 fps:2074 +frame:7.88e+06 wall_t:3800 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.6474 +2026-01-08 14:05:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10241.80 total_reward_ma:8824.03 loss:0.0255 fps:2074 +frame:7.89e+06 wall_t:3804 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6394 +2026-01-08 14:05:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10304.25 total_reward_ma:8844.77 loss:0.02397 fps:2074 +frame:7.90e+06 wall_t:3809 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6205 +2026-01-08 14:05:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10191.40 total_reward_ma:8863.75 loss:0.01134 fps:2074 +frame:7.91e+06 wall_t:3813 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.6681 +2026-01-08 14:05:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10191.40 total_reward_ma:8882.35 loss:0.02593 fps:2075 +frame:7.92e+06 wall_t:3817 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.6468 +2026-01-08 14:05:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10191.40 total_reward_ma:8901.62 loss:0.0349 fps:2075 +frame:7.93e+06 wall_t:3822 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.6211 +2026-01-08 14:05:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10218.20 total_reward_ma:8922.31 loss:0.05536 fps:2075 +frame:7.94e+06 wall_t:3826 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6827 +2026-01-08 14:05:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10226.10 total_reward_ma:8943.20 loss:0.05547 fps:2076 +frame:7.95e+06 wall_t:3830 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6352 +2026-01-08 14:05:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10348.30 total_reward_ma:8965.30 loss:0.02298 fps:2076 +frame:7.96e+06 wall_t:3835 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6469 +2026-01-08 14:05:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10699.95 total_reward_ma:8991.62 loss:0.07291 fps:2076 +frame:7.97e+06 wall_t:3839 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6789 +2026-01-08 14:05:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10839.20 total_reward_ma:9018.69 loss:0.01806 fps:2076 +frame:7.98e+06 wall_t:3844 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.6953 +2026-01-08 14:06:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:10858.10 total_reward_ma:9046.22 loss:0.007462 fps:2076 +frame:7.99e+06 wall_t:3848 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.647 +2026-01-08 14:06:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11008.40 total_reward_ma:9074.86 loss:0.01878 fps:2076 +frame:8.00e+06 wall_t:3853 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6921 +2026-01-08 14:06:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11148.85 total_reward_ma:9104.92 loss:0.03488 fps:2076 +frame:8.01e+06 wall_t:3858 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.6267 +2026-01-08 14:06:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11281.90 total_reward_ma:9135.57 loss:0.03376 fps:2076 +frame:8.02e+06 wall_t:3863 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6569 +2026-01-08 14:06:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11281.90 total_reward_ma:9166.52 loss:0.03378 fps:2077 +frame:8.03e+06 wall_t:3867 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6827 +2026-01-08 14:06:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11516.30 total_reward_ma:9199.75 loss:0.02347 fps:2077 +frame:8.04e+06 wall_t:3871 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5978 +2026-01-08 14:06:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11624.45 total_reward_ma:9233.26 loss:0.02701 fps:2077 +frame:8.05e+06 wall_t:3875 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.7242 +2026-01-08 14:06:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11639.25 total_reward_ma:9266.06 loss:0.05611 fps:2077 +frame:8.06e+06 wall_t:3880 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5902 +2026-01-08 14:06:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11610.35 total_reward_ma:9298.86 loss:0.05286 fps:2077 +frame:8.07e+06 wall_t:3885 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.623 +2026-01-08 14:06:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11530.75 total_reward_ma:9331.63 loss:0.01811 fps:2078 +frame:8.08e+06 wall_t:3889 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.6947 +2026-01-08 14:06:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11620.20 total_reward_ma:9364.53 loss:0.03308 fps:2078 +frame:8.09e+06 wall_t:3893 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6909 +2026-01-08 14:06:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11710.85 total_reward_ma:9400.25 loss:0.03877 fps:2079 +frame:8.10e+06 wall_t:3897 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6974 +2026-01-08 14:06:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11653.95 total_reward_ma:9435.43 loss:0.03849 fps:2079 +frame:8.11e+06 wall_t:3901 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6151 +2026-01-08 14:06:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11656.65 total_reward_ma:9470.76 loss:0.03231 fps:2079 +frame:8.12e+06 wall_t:3906 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6532 +2026-01-08 14:07:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11624.85 total_reward_ma:9505.52 loss:0.0256 fps:2079 +frame:8.13e+06 wall_t:3910 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.7363 +2026-01-08 14:07:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11839.30 total_reward_ma:9540.24 loss:0.01821 fps:2080 +frame:8.14e+06 wall_t:3914 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6405 +2026-01-08 14:07:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11897.50 total_reward_ma:9576.33 loss:0.01975 fps:2080 +frame:8.15e+06 wall_t:3919 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.6666 +2026-01-08 14:07:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11992.80 total_reward_ma:9613.40 loss:0.04643 fps:2080 +frame:8.16e+06 wall_t:3923 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6811 +2026-01-08 14:07:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12056.05 total_reward_ma:9650.59 loss:0.02119 fps:2080 +frame:8.17e+06 wall_t:3928 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.616 +2026-01-08 14:07:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11782.70 total_reward_ma:9684.50 loss:0.04217 fps:2080 +frame:8.18e+06 wall_t:3932 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6303 +2026-01-08 14:07:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11950.05 total_reward_ma:9719.79 loss:0.04606 fps:2081 +frame:8.19e+06 wall_t:3936 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5815 +2026-01-08 14:07:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11950.05 total_reward_ma:9755.09 loss:0.03648 fps:2081 +frame:8.20e+06 wall_t:3940 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6138 +2026-01-08 14:07:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11950.05 total_reward_ma:9789.95 loss:0.02688 fps:2081 +frame:8.21e+06 wall_t:3945 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.5662 +2026-01-08 14:07:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11830.55 total_reward_ma:9824.89 loss:0.02252 fps:2082 +frame:8.22e+06 wall_t:3949 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.705 +2026-01-08 14:07:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:11905.55 total_reward_ma:9861.07 loss:0.03441 fps:2082 +frame:8.23e+06 wall_t:3953 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6671 +2026-01-08 14:07:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12017.00 total_reward_ma:9897.67 loss:0.0162 fps:2082 +frame:8.24e+06 wall_t:3958 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6465 +2026-01-08 14:07:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12017.00 total_reward_ma:9933.27 loss:0.02341 fps:2082 +frame:8.25e+06 wall_t:3962 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6217 +2026-01-08 14:08:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12279.45 total_reward_ma:9971.50 loss:0.04586 fps:2082 +frame:8.26e+06 wall_t:3967 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.588 +2026-01-08 14:08:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12287.05 total_reward_ma:10011.15 loss:0.04105 fps:2083 +frame:8.27e+06 wall_t:3971 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.619 +2026-01-08 14:08:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12241.95 total_reward_ma:10050.57 loss:0.02202 fps:2082 +frame:8.28e+06 wall_t:3976 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6146 +2026-01-08 14:08:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12314.25 total_reward_ma:10090.42 loss:0.02706 fps:2083 +frame:8.29e+06 wall_t:3980 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6956 +2026-01-08 14:08:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12446.65 total_reward_ma:10131.35 loss:0.03605 fps:2083 +frame:8.30e+06 wall_t:3985 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5939 +2026-01-08 14:08:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12446.65 total_reward_ma:10171.44 loss:0.01598 fps:2083 +frame:8.31e+06 wall_t:3990 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.6388 +2026-01-08 14:08:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12479.05 total_reward_ma:10212.21 loss:0.02561 fps:2083 +frame:8.32e+06 wall_t:3995 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6026 +2026-01-08 14:08:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12461.00 total_reward_ma:10253.13 loss:0.0575 fps:2082 +frame:8.33e+06 wall_t:4000 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6003 +2026-01-08 14:08:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12435.60 total_reward_ma:10293.80 loss:0.03373 fps:2082 +frame:8.34e+06 wall_t:4005 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.6589 +2026-01-08 14:08:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12435.60 total_reward_ma:10333.78 loss:0.01826 fps:2083 +frame:8.35e+06 wall_t:4009 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6145 +2026-01-08 14:08:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12660.40 total_reward_ma:10374.28 loss:0.03583 fps:2083 +frame:8.36e+06 wall_t:4013 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.6658 +2026-01-08 14:08:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12873.95 total_reward_ma:10414.61 loss:0.01059 fps:2084 +frame:8.37e+06 wall_t:4017 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.6426 +2026-01-08 14:08:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13193.95 total_reward_ma:10458.19 loss:0.02437 fps:2084 +frame:8.38e+06 wall_t:4022 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6761 +2026-01-08 14:08:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13231.05 total_reward_ma:10501.57 loss:0.04299 fps:2084 +frame:8.39e+06 wall_t:4026 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.6604 +2026-01-08 14:09:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13086.95 total_reward_ma:10543.96 loss:0.03025 fps:2084 +frame:8.40e+06 wall_t:4031 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6399 +2026-01-08 14:09:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13052.75 total_reward_ma:10585.78 loss:0.0138 fps:2084 +frame:8.41e+06 wall_t:4036 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7078 +2026-01-08 14:09:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13092.10 total_reward_ma:10627.78 loss:0.0213 fps:2084 +frame:8.42e+06 wall_t:4041 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.648 +2026-01-08 14:09:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13158.20 total_reward_ma:10670.54 loss:0.0364 fps:2084 +frame:8.43e+06 wall_t:4045 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6005 +2026-01-08 14:09:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13118.85 total_reward_ma:10713.61 loss:0.05129 fps:2084 +frame:8.44e+06 wall_t:4050 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.6364 +2026-01-08 14:09:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12988.55 total_reward_ma:10755.53 loss:0.03553 fps:2084 +frame:8.45e+06 wall_t:4054 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.696 +2026-01-08 14:09:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12988.55 total_reward_ma:10797.49 loss:0.05717 fps:2085 +frame:8.46e+06 wall_t:4058 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.6584 +2026-01-08 14:09:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13032.20 total_reward_ma:10839.29 loss:0.0216 fps:2085 +frame:8.47e+06 wall_t:4063 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6592 +2026-01-08 14:09:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13042.40 total_reward_ma:10881.19 loss:0.03221 fps:2085 +frame:8.48e+06 wall_t:4067 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.6868 +2026-01-08 14:09:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13321.95 total_reward_ma:10926.58 loss:0.03667 fps:2085 +frame:8.49e+06 wall_t:4072 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6323 +2026-01-08 14:09:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13281.95 total_reward_ma:10971.58 loss:0.01852 fps:2085 +frame:8.50e+06 wall_t:4076 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.6183 +2026-01-08 14:09:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13281.95 total_reward_ma:11016.59 loss:0.01619 fps:2085 +frame:8.51e+06 wall_t:4081 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6327 +2026-01-08 14:09:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13341.15 total_reward_ma:11060.72 loss:0.02333 fps:2086 +frame:8.52e+06 wall_t:4085 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6619 +2026-01-08 14:10:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13171.85 total_reward_ma:11103.94 loss:0.04464 fps:2086 +frame:8.53e+06 wall_t:4089 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6197 +2026-01-08 14:10:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13253.80 total_reward_ma:11147.55 loss:0.01627 fps:2086 +frame:8.54e+06 wall_t:4093 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6573 +2026-01-08 14:10:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13118.10 total_reward_ma:11188.31 loss:0.04622 fps:2086 +frame:8.55e+06 wall_t:4098 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.6251 +2026-01-08 14:10:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13127.95 total_reward_ma:11229.29 loss:0.05044 fps:2086 +frame:8.56e+06 wall_t:4103 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.6483 +2026-01-08 14:10:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12954.30 total_reward_ma:11269.04 loss:0.02502 fps:2087 +frame:8.57e+06 wall_t:4107 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6382 +2026-01-08 14:10:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12906.75 total_reward_ma:11309.81 loss:0.0217 fps:2087 +frame:8.58e+06 wall_t:4112 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6808 +2026-01-08 14:10:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12964.95 total_reward_ma:11350.39 loss:0.04905 fps:2086 +frame:8.59e+06 wall_t:4117 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.6505 +2026-01-08 14:10:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12964.95 total_reward_ma:11390.96 loss:0.04173 fps:2087 +frame:8.60e+06 wall_t:4121 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6431 +2026-01-08 14:10:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12809.00 total_reward_ma:11428.17 loss:0.03287 fps:2087 +frame:8.61e+06 wall_t:4126 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6485 +2026-01-08 14:10:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12809.00 total_reward_ma:11465.74 loss:0.017 fps:2087 +frame:8.62e+06 wall_t:4130 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6975 +2026-01-08 14:10:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12813.30 total_reward_ma:11503.17 loss:0.02849 fps:2088 +frame:8.63e+06 wall_t:4134 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6203 +2026-01-08 14:10:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12794.45 total_reward_ma:11537.84 loss:0.03581 fps:2088 +frame:8.64e+06 wall_t:4138 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5941 +2026-01-08 14:10:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13073.75 total_reward_ma:11574.91 loss:0.02555 fps:2088 +frame:8.65e+06 wall_t:4143 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6611 +2026-01-08 14:11:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13005.15 total_reward_ma:11610.44 loss:0.04038 fps:2088 +frame:8.66e+06 wall_t:4147 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6985 +2026-01-08 14:11:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13357.00 total_reward_ma:11649.49 loss:0.01766 fps:2089 +frame:8.67e+06 wall_t:4151 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.6752 +2026-01-08 14:11:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13357.00 total_reward_ma:11688.44 loss:0.02657 fps:2089 +frame:8.68e+06 wall_t:4156 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5953 +2026-01-08 14:11:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13255.60 total_reward_ma:11726.46 loss:0.02823 fps:2089 +frame:8.69e+06 wall_t:4160 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6057 +2026-01-08 14:11:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13580.55 total_reward_ma:11766.76 loss:0.05954 fps:2089 +frame:8.70e+06 wall_t:4165 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.7093 +2026-01-08 14:11:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13601.15 total_reward_ma:11807.54 loss:0.03571 fps:2089 +frame:8.71e+06 wall_t:4169 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.7021 +2026-01-08 14:11:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13451.75 total_reward_ma:11846.93 loss:0.02711 fps:2090 +frame:8.72e+06 wall_t:4173 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6722 +2026-01-08 14:11:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13451.70 total_reward_ma:11884.04 loss:0.02833 fps:2090 +frame:8.73e+06 wall_t:4178 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.7052 +2026-01-08 14:11:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13339.10 total_reward_ma:11918.89 loss:0.04429 fps:2090 +frame:8.74e+06 wall_t:4182 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.623 +2026-01-08 14:11:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13339.10 total_reward_ma:11954.67 loss:0.02974 fps:2090 +frame:8.75e+06 wall_t:4187 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.6365 +2026-01-08 14:11:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13455.90 total_reward_ma:11991.79 loss:0.06489 fps:2090 +frame:8.76e+06 wall_t:4191 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.6439 +2026-01-08 14:11:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13242.60 total_reward_ma:12026.78 loss:0.04157 fps:2090 +frame:8.77e+06 wall_t:4196 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.7313 +2026-01-08 14:11:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13369.95 total_reward_ma:12061.92 loss:0.03857 fps:2090 +frame:8.78e+06 wall_t:4200 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6338 +2026-01-08 14:11:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13341.35 total_reward_ma:12096.33 loss:0.04029 fps:2091 +frame:8.79e+06 wall_t:4204 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6677 +2026-01-08 14:12:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13341.35 total_reward_ma:12130.86 loss:0.0371 fps:2091 +frame:8.80e+06 wall_t:4208 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6485 +2026-01-08 14:12:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13228.45 total_reward_ma:12163.47 loss:0.03129 fps:2092 +frame:8.81e+06 wall_t:4212 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6402 +2026-01-08 14:12:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12894.15 total_reward_ma:12194.09 loss:0.02812 fps:2092 +frame:8.82e+06 wall_t:4217 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6453 +2026-01-08 14:12:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13112.10 total_reward_ma:12226.72 loss:0.03629 fps:2092 +frame:8.83e+06 wall_t:4221 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6727 +2026-01-08 14:12:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13112.10 total_reward_ma:12259.35 loss:0.03507 fps:2092 +frame:8.84e+06 wall_t:4226 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.6552 +2026-01-08 14:12:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12734.10 total_reward_ma:12288.88 loss:0.03067 fps:2092 +frame:8.85e+06 wall_t:4230 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.6488 +2026-01-08 14:12:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13072.75 total_reward_ma:12322.12 loss:0.02035 fps:2093 +frame:8.86e+06 wall_t:4234 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.6335 +2026-01-08 14:12:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13072.75 total_reward_ma:12354.71 loss:0.05774 fps:2092 +frame:8.87e+06 wall_t:4239 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5987 +2026-01-08 14:12:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13072.75 total_reward_ma:12385.32 loss:0.05785 fps:2093 +frame:8.88e+06 wall_t:4243 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6244 +2026-01-08 14:12:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13006.50 total_reward_ma:12412.97 loss:0.02511 fps:2093 +frame:8.89e+06 wall_t:4247 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6089 +2026-01-08 14:12:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13076.40 total_reward_ma:12440.69 loss:0.05102 fps:2093 +frame:8.90e+06 wall_t:4252 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6454 +2026-01-08 14:12:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13139.35 total_reward_ma:12470.17 loss:0.03271 fps:2094 +frame:8.91e+06 wall_t:4256 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.7066 +2026-01-08 14:12:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12653.55 total_reward_ma:12494.79 loss:0.02971 fps:2094 +frame:8.92e+06 wall_t:4260 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.6416 +2026-01-08 14:12:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12635.20 total_reward_ma:12519.23 loss:0.02567 fps:2094 +frame:8.93e+06 wall_t:4265 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6711 +2026-01-08 14:13:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12597.25 total_reward_ma:12543.02 loss:0.05597 fps:2094 +frame:8.94e+06 wall_t:4269 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.605 +2026-01-08 14:13:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12541.85 total_reward_ma:12566.18 loss:0.02918 fps:2095 +frame:8.95e+06 wall_t:4273 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6492 +2026-01-08 14:13:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12541.85 total_reward_ma:12588.11 loss:0.01313 fps:2094 +frame:8.96e+06 wall_t:4278 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.649 +2026-01-08 14:13:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12541.85 total_reward_ma:12606.53 loss:0.04261 fps:2095 +frame:8.97e+06 wall_t:4282 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.7039 +2026-01-08 14:13:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12516.35 total_reward_ma:12623.30 loss:0.05986 fps:2095 +frame:8.98e+06 wall_t:4286 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5874 +2026-01-08 14:13:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12663.70 total_reward_ma:12641.36 loss:0.03658 fps:2095 +frame:8.99e+06 wall_t:4291 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.6534 +2026-01-08 14:13:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12833.05 total_reward_ma:12659.61 loss:0.04128 fps:2095 +frame:9.00e+06 wall_t:4295 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6184 +2026-01-08 14:13:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12777.25 total_reward_ma:12675.89 loss:0.04363 fps:2095 +frame:9.01e+06 wall_t:4300 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.6204 +2026-01-08 14:13:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:12926.75 total_reward_ma:12692.34 loss:0.03784 fps:2096 +frame:9.02e+06 wall_t:4304 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6914 +2026-01-08 14:13:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13011.70 total_reward_ma:12709.63 loss:0.03559 fps:2096 +frame:9.03e+06 wall_t:4309 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.6887 +2026-01-08 14:13:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13011.70 total_reward_ma:12724.59 loss:0.03563 fps:2096 +frame:9.04e+06 wall_t:4313 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.6466 +2026-01-08 14:13:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13011.70 total_reward_ma:12738.46 loss:0.06146 fps:2096 +frame:9.05e+06 wall_t:4318 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.6246 +2026-01-08 14:13:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13011.70 total_reward_ma:12752.19 loss:0.03865 fps:2096 +frame:9.06e+06 wall_t:4322 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5929 +2026-01-08 14:14:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13346.40 total_reward_ma:12769.55 loss:0.0145 fps:2096 +frame:9.07e+06 wall_t:4327 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6301 +2026-01-08 14:14:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13346.40 total_reward_ma:12787.70 loss:0.03525 fps:2097 +frame:9.08e+06 wall_t:4331 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.6639 +2026-01-08 14:14:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13632.00 total_reward_ma:12807.82 loss:0.03973 fps:2096 +frame:9.09e+06 wall_t:4336 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6154 +2026-01-08 14:14:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13665.70 total_reward_ma:12827.37 loss:0.0378 fps:2096 +frame:9.10e+06 wall_t:4341 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6007 +2026-01-08 14:14:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:13670.60 total_reward_ma:12847.54 loss:0.05117 fps:2097 +frame:9.11e+06 wall_t:4345 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6372 +2026-01-08 14:14:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14109.30 total_reward_ma:12872.06 loss:0.02939 fps:2097 +frame:9.12e+06 wall_t:4350 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5897 +2026-01-08 14:14:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14109.30 total_reward_ma:12896.91 loss:0.02891 fps:2096 +frame:9.13e+06 wall_t:4355 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5936 +2026-01-08 14:14:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14109.30 total_reward_ma:12919.61 loss:0.05106 fps:2097 +frame:9.14e+06 wall_t:4359 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6243 +2026-01-08 14:14:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14228.50 total_reward_ma:12942.92 loss:0.04704 fps:2097 +frame:9.15e+06 wall_t:4363 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6352 +2026-01-08 14:14:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14040.70 total_reward_ma:12963.39 loss:0.02768 fps:2097 +frame:9.16e+06 wall_t:4368 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.663 +2026-01-08 14:14:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14249.10 total_reward_ma:12985.33 loss:0.02946 fps:2097 +frame:9.17e+06 wall_t:4373 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6174 +2026-01-08 14:14:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14304.30 total_reward_ma:13010.54 loss:0.02289 fps:2097 +frame:9.18e+06 wall_t:4377 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6286 +2026-01-08 14:14:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14304.30 total_reward_ma:13034.08 loss:0.0418 fps:2098 +frame:9.19e+06 wall_t:4381 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.6738 +2026-01-08 14:14:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14418.65 total_reward_ma:13058.77 loss:0.02737 fps:2098 +frame:9.20e+06 wall_t:4386 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.625 +2026-01-08 14:15:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14417.45 total_reward_ma:13083.44 loss:0.04248 fps:2098 +frame:9.21e+06 wall_t:4390 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5747 +2026-01-08 14:15:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:14820.00 total_reward_ma:13113.34 loss:0.05344 fps:2098 +frame:9.22e+06 wall_t:4394 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6545 +2026-01-08 14:15:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15075.35 total_reward_ma:13145.04 loss:0.02637 fps:2098 +frame:9.23e+06 wall_t:4399 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5457 +2026-01-08 14:15:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15099.20 total_reward_ma:13175.86 loss:0.04673 fps:2099 +frame:9.24e+06 wall_t:4403 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6485 +2026-01-08 14:15:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15099.20 total_reward_ma:13206.68 loss:0.02332 fps:2098 +frame:9.25e+06 wall_t:4408 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6523 +2026-01-08 14:15:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15108.80 total_reward_ma:13234.98 loss:0.054 fps:2098 +frame:9.26e+06 wall_t:4413 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.6711 +2026-01-08 14:15:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15073.35 total_reward_ma:13262.84 loss:0.04346 fps:2099 +frame:9.27e+06 wall_t:4417 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.6606 +2026-01-08 14:15:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15557.85 total_reward_ma:13296.00 loss:0.03861 fps:2099 +frame:9.28e+06 wall_t:4422 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6354 +2026-01-08 14:15:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15550.15 total_reward_ma:13328.36 loss:0.02459 fps:2099 +frame:9.29e+06 wall_t:4426 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6107 +2026-01-08 14:15:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15623.95 total_reward_ma:13360.13 loss:0.04628 fps:2099 +frame:9.30e+06 wall_t:4431 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.6131 +2026-01-08 14:15:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15623.95 total_reward_ma:13391.90 loss:0.01937 fps:2099 +frame:9.31e+06 wall_t:4435 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6692 +2026-01-08 14:15:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15623.95 total_reward_ma:13423.35 loss:0.04953 fps:2099 +frame:9.32e+06 wall_t:4440 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6152 +2026-01-08 14:15:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15708.05 total_reward_ma:13455.82 loss:0.0287 fps:2099 +frame:9.33e+06 wall_t:4445 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.64 +2026-01-08 14:16:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15657.70 total_reward_ma:13488.04 loss:0.03662 fps:2099 +frame:9.34e+06 wall_t:4449 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6734 +2026-01-08 14:16:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15701.00 total_reward_ma:13520.70 loss:0.03841 fps:2099 +frame:9.35e+06 wall_t:4454 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6701 +2026-01-08 14:16:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15899.05 total_reward_ma:13553.08 loss:0.03061 fps:2099 +frame:9.36e+06 wall_t:4459 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.6105 +2026-01-08 14:16:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15824.50 total_reward_ma:13582.59 loss:0.05744 fps:2099 +frame:9.37e+06 wall_t:4464 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.6398 +2026-01-08 14:16:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16039.80 total_reward_ma:13611.05 loss:0.04638 fps:2099 +frame:9.38e+06 wall_t:4468 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6736 +2026-01-08 14:16:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15919.05 total_reward_ma:13637.92 loss:0.04397 fps:2100 +frame:9.39e+06 wall_t:4472 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6023 +2026-01-08 14:16:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:15913.35 total_reward_ma:13666.19 loss:0.03489 fps:2100 +frame:9.40e+06 wall_t:4477 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6365 +2026-01-08 14:16:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16735.45 total_reward_ma:13703.02 loss:0.03489 fps:2100 +frame:9.41e+06 wall_t:4481 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6141 +2026-01-08 14:16:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16692.20 total_reward_ma:13739.02 loss:0.02565 fps:2100 +frame:9.42e+06 wall_t:4485 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6771 +2026-01-08 14:16:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16692.20 total_reward_ma:13774.36 loss:0.06557 fps:2100 +frame:9.43e+06 wall_t:4490 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.6733 +2026-01-08 14:16:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16692.20 total_reward_ma:13810.09 loss:0.04238 fps:2101 +frame:9.44e+06 wall_t:4494 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.627 +2026-01-08 14:16:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16692.20 total_reward_ma:13847.13 loss:0.03725 fps:2100 +frame:9.45e+06 wall_t:4499 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5836 +2026-01-08 14:16:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16829.80 total_reward_ma:13885.54 loss:0.04653 fps:2100 +frame:9.46e+06 wall_t:4504 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.602 +2026-01-08 14:17:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16851.80 total_reward_ma:13923.74 loss:0.04075 fps:2101 +frame:9.47e+06 wall_t:4508 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.5699 +2026-01-08 14:17:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16867.40 total_reward_ma:13961.99 loss:0.06576 fps:2101 +frame:9.48e+06 wall_t:4512 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.5988 +2026-01-08 14:17:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16885.50 total_reward_ma:13997.62 loss:0.02505 fps:2101 +frame:9.49e+06 wall_t:4516 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.6276 +2026-01-08 14:17:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16885.50 total_reward_ma:14033.66 loss:0.01195 fps:2101 +frame:9.50e+06 wall_t:4521 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.5976 +2026-01-08 14:17:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:16978.00 total_reward_ma:14070.62 loss:0.03447 fps:2102 +frame:9.51e+06 wall_t:4525 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6244 +2026-01-08 14:17:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:17381.30 total_reward_ma:14111.02 loss:0.03292 fps:2102 +frame:9.52e+06 wall_t:4530 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.652 +2026-01-08 14:17:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:17381.30 total_reward_ma:14153.12 loss:0.05514 fps:2102 +frame:9.53e+06 wall_t:4534 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.5596 +2026-01-08 14:17:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:17512.50 total_reward_ma:14195.70 loss:0.03665 fps:2102 +frame:9.54e+06 wall_t:4539 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6126 +2026-01-08 14:17:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18331.65 total_reward_ma:14247.84 loss:0.02063 fps:2102 +frame:9.55e+06 wall_t:4543 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6236 +2026-01-08 14:17:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18331.65 total_reward_ma:14299.87 loss:0.03374 fps:2102 +frame:9.56e+06 wall_t:4547 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.6236 +2026-01-08 14:17:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18252.85 total_reward_ma:14352.86 loss:0.04686 fps:2103 +frame:9.57e+06 wall_t:4551 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6733 +2026-01-08 14:17:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18958.00 total_reward_ma:14413.37 loss:0.03956 fps:2103 +frame:9.58e+06 wall_t:4556 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6757 +2026-01-08 14:17:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18662.40 total_reward_ma:14470.35 loss:0.06257 fps:2103 +frame:9.59e+06 wall_t:4561 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6346 +2026-01-08 14:17:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18737.10 total_reward_ma:14528.07 loss:0.02016 fps:2102 +frame:9.60e+06 wall_t:4566 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.6678 +2026-01-08 14:18:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18737.10 total_reward_ma:14587.35 loss:0.03076 fps:2102 +frame:9.61e+06 wall_t:4571 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5372 +2026-01-08 14:18:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18737.10 total_reward_ma:14646.63 loss:0.04874 fps:2102 +frame:9.62e+06 wall_t:4576 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6215 +2026-01-08 14:18:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18717.60 total_reward_ma:14705.67 loss:0.05321 fps:2103 +frame:9.63e+06 wall_t:4580 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6071 +2026-01-08 14:18:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18790.75 total_reward_ma:14765.64 loss:0.03875 fps:2103 +frame:9.64e+06 wall_t:4585 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.648 +2026-01-08 14:18:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18790.75 total_reward_ma:14822.81 loss:0.04718 fps:2103 +frame:9.65e+06 wall_t:4589 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5574 +2026-01-08 14:18:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18688.35 total_reward_ma:14879.64 loss:0.04422 fps:2103 +frame:9.66e+06 wall_t:4593 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.7018 +2026-01-08 14:18:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:18662.00 total_reward_ma:14932.69 loss:0.06372 fps:2104 +frame:9.67e+06 wall_t:4597 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5754 +2026-01-08 14:18:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19052.65 total_reward_ma:14989.64 loss:0.03301 fps:2103 +frame:9.68e+06 wall_t:4602 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.6071 +2026-01-08 14:18:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19127.20 total_reward_ma:15048.36 loss:0.05375 fps:2104 +frame:9.69e+06 wall_t:4606 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5927 +2026-01-08 14:18:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19090.25 total_reward_ma:15103.46 loss:0.08634 fps:2104 +frame:9.70e+06 wall_t:4610 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5998 +2026-01-08 14:18:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19226.05 total_reward_ma:15159.71 loss:0.03033 fps:2104 +frame:9.71e+06 wall_t:4615 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6083 +2026-01-08 14:18:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19175.30 total_reward_ma:15216.94 loss:0.03384 fps:2104 +frame:9.72e+06 wall_t:4619 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5854 +2026-01-08 14:18:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19175.30 total_reward_ma:15274.18 loss:0.03839 fps:2105 +frame:9.73e+06 wall_t:4623 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6161 +2026-01-08 14:19:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19175.30 total_reward_ma:15332.54 loss:0.04078 fps:2105 +frame:9.74e+06 wall_t:4627 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5762 +2026-01-08 14:19:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19175.30 total_reward_ma:15390.90 loss:0.03196 fps:2105 +frame:9.75e+06 wall_t:4632 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5696 +2026-01-08 14:19:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19090.50 total_reward_ma:15447.25 loss:0.04787 fps:2105 +frame:9.76e+06 wall_t:4636 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5679 +2026-01-08 14:19:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19111.05 total_reward_ma:15505.93 loss:0.02233 fps:2105 +frame:9.77e+06 wall_t:4641 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6292 +2026-01-08 14:19:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19184.40 total_reward_ma:15564.08 loss:0.0384 fps:2105 +frame:9.78e+06 wall_t:4645 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5748 +2026-01-08 14:19:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19106.20 total_reward_ma:15621.73 loss:0.03671 fps:2105 +frame:9.79e+06 wall_t:4650 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5859 +2026-01-08 14:19:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19401.45 total_reward_ma:15682.33 loss:0.03969 fps:2106 +frame:9.80e+06 wall_t:4654 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5933 +2026-01-08 14:19:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19569.55 total_reward_ma:15745.74 loss:0.03191 fps:2106 +frame:9.81e+06 wall_t:4658 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.6619 +2026-01-08 14:19:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19569.55 total_reward_ma:15812.49 loss:0.04649 fps:2106 +frame:9.82e+06 wall_t:4663 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.547 +2026-01-08 14:19:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19115.75 total_reward_ma:15872.53 loss:0.04557 fps:2106 +frame:9.83e+06 wall_t:4667 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6022 +2026-01-08 14:19:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19115.75 total_reward_ma:15932.56 loss:0.06184 fps:2106 +frame:9.84e+06 wall_t:4672 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:19:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19704.30 total_reward_ma:16002.27 loss:0.07457 fps:2106 +frame:9.85e+06 wall_t:4677 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5713 +2026-01-08 14:19:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19878.45 total_reward_ma:16070.32 loss:0.03565 fps:2106 +frame:9.86e+06 wall_t:4681 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6422 +2026-01-08 14:19:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19966.40 total_reward_ma:16139.26 loss:0.03462 fps:2107 +frame:9.87e+06 wall_t:4685 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.613 +2026-01-08 14:20:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19999.00 total_reward_ma:16208.52 loss:0.04517 fps:2107 +frame:9.88e+06 wall_t:4690 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5951 +2026-01-08 14:20:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20019.90 total_reward_ma:16278.66 loss:0.02547 fps:2107 +frame:9.89e+06 wall_t:4694 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5601 +2026-01-08 14:20:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20019.90 total_reward_ma:16348.09 loss:0.04925 fps:2107 +frame:9.90e+06 wall_t:4698 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6194 +2026-01-08 14:20:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20019.90 total_reward_ma:16416.90 loss:0.05063 fps:2108 +frame:9.91e+06 wall_t:4702 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6221 +2026-01-08 14:20:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19996.00 total_reward_ma:16490.32 loss:0.05663 fps:2107 +frame:9.92e+06 wall_t:4707 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6259 +2026-01-08 14:20:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19996.00 total_reward_ma:16563.93 loss:0.05276 fps:2107 +frame:9.93e+06 wall_t:4712 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.5875 +2026-01-08 14:20:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:19998.80 total_reward_ma:16637.94 loss:0.06247 fps:2107 +frame:9.94e+06 wall_t:4717 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6004 +2026-01-08 14:20:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20644.75 total_reward_ma:16718.97 loss:0.05951 fps:2107 +frame:9.95e+06 wall_t:4722 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.5804 +2026-01-08 14:20:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20710.90 total_reward_ma:16800.66 loss:0.06553 fps:2107 +frame:9.96e+06 wall_t:4726 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6187 +2026-01-08 14:20:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20710.90 total_reward_ma:16882.36 loss:0.04777 fps:2107 +frame:9.97e+06 wall_t:4731 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5474 +2026-01-08 14:20:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20710.90 total_reward_ma:16964.30 loss:0.03293 fps:2108 +frame:9.98e+06 wall_t:4735 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.6322 +2026-01-08 14:20:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:20693.50 total_reward_ma:17044.60 loss:0.02852 fps:2108 +frame:9.99e+06 wall_t:4739 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.627 +2026-01-08 14:20:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_demonattack_t0_s1 [train] +total_reward:21028.05 total_reward_ma:17126.55 loss:0.05547 fps:2108 +frame:1.00e+07 wall_t:4743 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.6331 +2026-01-08 14:20:57 | INFO | PID:1302 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s2.log b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..5916a8c4dd3bbe7a0207a3dc3265cf4bf6e204bc --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:52 | INFO | PID:1303 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:61.43 total_reward_ma:61.43 loss:-0.02049 fps:212.8 +frame:1.00e+04 wall_t:47 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.764 +2026-01-08 13:02:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:85.00 total_reward_ma:73.21 loss:-0.0232 fps:384.6 +frame:2.00e+04 wall_t:52 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.759 +2026-01-08 13:02:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:116.07 total_reward_ma:87.50 loss:-0.02537 fps:526.3 +frame:3.00e+04 wall_t:57 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.734 +2026-01-08 13:02:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:134.74 total_reward_ma:99.31 loss:-0.02603 fps:634.9 +frame:4.00e+04 wall_t:63 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.709 +2026-01-08 13:03:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:131.33 total_reward_ma:105.71 loss:-0.02794 fps:724.6 +frame:5.00e+04 wall_t:69 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.678 +2026-01-08 13:03:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:136.90 total_reward_ma:110.91 loss:-0.0231 fps:810.8 +frame:6.00e+04 wall_t:74 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.637 +2026-01-08 13:03:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:145.88 total_reward_ma:115.91 loss:-0.02582 fps:875 +frame:7.00e+04 wall_t:80 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.63 +2026-01-08 13:03:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:155.41 total_reward_ma:120.85 loss:-0.0243 fps:941.2 +frame:8.00e+04 wall_t:85 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.626 +2026-01-08 13:03:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:159.90 total_reward_ma:125.19 loss:-0.02074 fps:1000 +frame:9.00e+04 wall_t:90 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.592 +2026-01-08 13:03:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:167.70 total_reward_ma:129.44 loss:-0.02537 fps:1042 +frame:1.00e+05 wall_t:96 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.532 +2026-01-08 13:03:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:167.05 total_reward_ma:132.86 loss:-0.01977 fps:1089 +frame:1.10e+05 wall_t:101 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.521 +2026-01-08 13:03:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:178.45 total_reward_ma:136.66 loss:-0.01823 fps:1121 +frame:1.20e+05 wall_t:107 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.466 +2026-01-08 13:03:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:199.30 total_reward_ma:141.47 loss:-0.01759 fps:1150 +frame:1.30e+05 wall_t:113 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.48 +2026-01-08 13:03:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:204.75 total_reward_ma:145.99 loss:-0.01761 fps:1176 +frame:1.40e+05 wall_t:119 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.461 +2026-01-08 13:03:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:212.05 total_reward_ma:150.40 loss:-0.02411 fps:1200 +frame:1.50e+05 wall_t:125 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.458 +2026-01-08 13:04:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:220.30 total_reward_ma:154.77 loss:-0.01837 fps:1221 +frame:1.60e+05 wall_t:131 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.462 +2026-01-08 13:04:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:221.35 total_reward_ma:158.68 loss:-0.025 fps:1250 +frame:1.70e+05 wall_t:136 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.445 +2026-01-08 13:04:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:225.65 total_reward_ma:162.40 loss:-0.01957 fps:1268 +frame:1.80e+05 wall_t:142 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.414 +2026-01-08 13:04:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:230.95 total_reward_ma:166.01 loss:-0.02648 fps:1293 +frame:1.90e+05 wall_t:147 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.442 +2026-01-08 13:04:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:235.85 total_reward_ma:169.50 loss:-0.02672 fps:1316 +frame:2.00e+05 wall_t:152 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.41 +2026-01-08 13:04:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:246.50 total_reward_ma:173.17 loss:-0.01912 fps:1329 +frame:2.10e+05 wall_t:158 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.376 +2026-01-08 13:04:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:240.75 total_reward_ma:176.24 loss:-0.02237 fps:1341 +frame:2.20e+05 wall_t:164 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.4 +2026-01-08 13:04:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:230.25 total_reward_ma:178.59 loss:-0.01218 fps:1361 +frame:2.30e+05 wall_t:169 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.358 +2026-01-08 13:04:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:226.10 total_reward_ma:180.57 loss:-0.02348 fps:1371 +frame:2.40e+05 wall_t:175 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.362 +2026-01-08 13:04:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:241.95 total_reward_ma:183.02 loss:-0.02203 fps:1389 +frame:2.50e+05 wall_t:180 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.402 +2026-01-08 13:04:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:246.15 total_reward_ma:185.45 loss:-0.01647 fps:1405 +frame:2.60e+05 wall_t:185 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.36 +2026-01-08 13:05:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:246.70 total_reward_ma:187.72 loss:-0.0181 fps:1414 +frame:2.70e+05 wall_t:191 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.395 +2026-01-08 13:05:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:241.30 total_reward_ma:189.63 loss:-0.01622 fps:1429 +frame:2.80e+05 wall_t:196 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.368 +2026-01-08 13:05:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:247.40 total_reward_ma:191.63 loss:-0.02024 fps:1436 +frame:2.90e+05 wall_t:202 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.331 +2026-01-08 13:05:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:262.75 total_reward_ma:194.00 loss:-0.02284 fps:1449 +frame:3.00e+05 wall_t:207 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.336 +2026-01-08 13:05:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:266.85 total_reward_ma:196.35 loss:-0.02133 fps:1462 +frame:3.10e+05 wall_t:212 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.308 +2026-01-08 13:05:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:274.95 total_reward_ma:198.80 loss:-0.009758 fps:1468 +frame:3.20e+05 wall_t:218 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.298 +2026-01-08 13:05:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:304.80 total_reward_ma:202.02 loss:-0.0153 fps:1473 +frame:3.30e+05 wall_t:224 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.379 +2026-01-08 13:05:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:308.40 total_reward_ma:205.14 loss:-0.02191 fps:1478 +frame:3.40e+05 wall_t:230 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.349 +2026-01-08 13:05:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:314.20 total_reward_ma:208.26 loss:-0.01862 fps:1496 +frame:3.50e+05 wall_t:234 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.312 +2026-01-08 13:05:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:327.80 total_reward_ma:211.58 loss:-0.01294 fps:1500 +frame:3.60e+05 wall_t:240 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.281 +2026-01-08 13:05:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:332.55 total_reward_ma:214.85 loss:-0.01127 fps:1510 +frame:3.70e+05 wall_t:245 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.299 +2026-01-08 13:06:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:343.15 total_reward_ma:218.23 loss:-0.01311 fps:1514 +frame:3.80e+05 wall_t:251 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.299 +2026-01-08 13:06:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:368.30 total_reward_ma:222.07 loss:-0.008867 fps:1523 +frame:3.90e+05 wall_t:256 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.266 +2026-01-08 13:06:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:442.65 total_reward_ma:227.59 loss:-0.01229 fps:1527 +frame:4.00e+05 wall_t:262 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.289 +2026-01-08 13:06:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:462.00 total_reward_ma:233.31 loss:-0.01563 fps:1536 +frame:4.10e+05 wall_t:267 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.248 +2026-01-08 13:06:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:463.20 total_reward_ma:238.78 loss:-0.005535 fps:1538 +frame:4.20e+05 wall_t:273 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.273 +2026-01-08 13:06:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:474.60 total_reward_ma:244.26 loss:-0.01295 fps:1547 +frame:4.30e+05 wall_t:278 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.278 +2026-01-08 13:06:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:511.00 total_reward_ma:250.33 loss:-0.01007 fps:1555 +frame:4.40e+05 wall_t:283 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.335 +2026-01-08 13:06:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:526.45 total_reward_ma:256.46 loss:-0.01157 fps:1562 +frame:4.50e+05 wall_t:288 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.289 +2026-01-08 13:06:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:515.90 total_reward_ma:262.10 loss:-0.005181 fps:1565 +frame:4.60e+05 wall_t:294 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.271 +2026-01-08 13:06:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:538.05 total_reward_ma:267.97 loss:-0.01791 fps:1572 +frame:4.70e+05 wall_t:299 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.316 +2026-01-08 13:06:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:528.75 total_reward_ma:273.41 loss:-0.01771 fps:1574 +frame:4.80e+05 wall_t:305 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.229 +2026-01-08 13:07:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:565.00 total_reward_ma:279.36 loss:-0.009415 fps:1576 +frame:4.90e+05 wall_t:311 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.329 +2026-01-08 13:07:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:588.60 total_reward_ma:285.54 loss:-0.01461 fps:1582 +frame:5.00e+05 wall_t:316 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.285 +2026-01-08 13:07:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:581.25 total_reward_ma:291.34 loss:-0.01142 fps:1584 +frame:5.10e+05 wall_t:322 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.21 +2026-01-08 13:07:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:585.30 total_reward_ma:296.99 loss:-0.006625 fps:1590 +frame:5.20e+05 wall_t:327 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.232 +2026-01-08 13:07:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:597.20 total_reward_ma:302.66 loss:-0.01598 fps:1592 +frame:5.30e+05 wall_t:333 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.275 +2026-01-08 13:07:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:593.00 total_reward_ma:308.03 loss:-0.008798 fps:1598 +frame:5.40e+05 wall_t:338 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.311 +2026-01-08 13:07:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:573.05 total_reward_ma:312.85 loss:-0.01697 fps:1603 +frame:5.50e+05 wall_t:343 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.254 +2026-01-08 13:07:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:598.95 total_reward_ma:317.96 loss:-0.0005831 fps:1609 +frame:5.60e+05 wall_t:348 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.237 +2026-01-08 13:07:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:623.10 total_reward_ma:323.32 loss:-0.01115 fps:1619 +frame:5.70e+05 wall_t:352 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.295 +2026-01-08 13:07:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:612.85 total_reward_ma:328.31 loss:-0.01988 fps:1625 +frame:5.80e+05 wall_t:357 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.288 +2026-01-08 13:07:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:603.00 total_reward_ma:332.96 loss:-0.02051 fps:1630 +frame:5.90e+05 wall_t:362 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.265 +2026-01-08 13:07:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:604.90 total_reward_ma:337.50 loss:-0.01151 fps:1639 +frame:6.00e+05 wall_t:366 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.272 +2026-01-08 13:08:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:599.95 total_reward_ma:341.80 loss:-0.008541 fps:1644 +frame:6.10e+05 wall_t:371 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.186 +2026-01-08 13:08:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:672.00 total_reward_ma:347.12 loss:-0.01526 fps:1653 +frame:6.20e+05 wall_t:375 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.296 +2026-01-08 13:08:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:685.85 total_reward_ma:352.50 loss:-0.02172 fps:1658 +frame:6.30e+05 wall_t:380 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.332 +2026-01-08 13:08:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:682.50 total_reward_ma:357.66 loss:-0.01826 fps:1667 +frame:6.40e+05 wall_t:384 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.276 +2026-01-08 13:08:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:701.80 total_reward_ma:362.95 loss:-0.009796 fps:1671 +frame:6.50e+05 wall_t:389 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.269 +2026-01-08 13:08:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:717.20 total_reward_ma:368.32 loss:-0.01258 fps:1675 +frame:6.60e+05 wall_t:394 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.354 +2026-01-08 13:08:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:727.40 total_reward_ma:373.68 loss:-0.01361 fps:1679 +frame:6.70e+05 wall_t:399 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.286 +2026-01-08 13:08:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:734.80 total_reward_ma:378.99 loss:-0.00957 fps:1683 +frame:6.80e+05 wall_t:404 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.32 +2026-01-08 13:08:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:760.25 total_reward_ma:384.51 loss:-0.01267 fps:1691 +frame:6.90e+05 wall_t:408 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.291 +2026-01-08 13:08:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:767.15 total_reward_ma:389.98 loss:-0.01336 fps:1695 +frame:7.00e+05 wall_t:413 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.272 +2026-01-08 13:08:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:726.05 total_reward_ma:394.71 loss:-0.02298 fps:1699 +frame:7.10e+05 wall_t:418 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.28 +2026-01-08 13:08:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:692.45 total_reward_ma:398.85 loss:-0.02041 fps:1702 +frame:7.20e+05 wall_t:423 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.292 +2026-01-08 13:09:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:704.65 total_reward_ma:403.04 loss:-0.01194 fps:1706 +frame:7.30e+05 wall_t:428 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.295 +2026-01-08 13:09:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:720.55 total_reward_ma:407.33 loss:-0.01034 fps:1709 +frame:7.40e+05 wall_t:433 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.365 +2026-01-08 13:09:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:673.25 total_reward_ma:410.87 loss:-0.009705 fps:1712 +frame:7.50e+05 wall_t:438 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.295 +2026-01-08 13:09:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:611.90 total_reward_ma:413.52 loss:-0.01685 fps:1716 +frame:7.60e+05 wall_t:443 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.303 +2026-01-08 13:09:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:598.45 total_reward_ma:415.92 loss:-0.01585 fps:1723 +frame:7.70e+05 wall_t:447 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.309 +2026-01-08 13:09:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:604.25 total_reward_ma:418.34 loss:-0.02313 fps:1726 +frame:7.80e+05 wall_t:452 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.407 +2026-01-08 13:09:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:599.50 total_reward_ma:420.63 loss:-0.003217 fps:1729 +frame:7.90e+05 wall_t:457 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.265 +2026-01-08 13:09:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:592.90 total_reward_ma:422.78 loss:-0.01102 fps:1732 +frame:8.00e+05 wall_t:462 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.339 +2026-01-08 13:09:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:585.40 total_reward_ma:424.79 loss:-0.01024 fps:1738 +frame:8.10e+05 wall_t:466 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.295 +2026-01-08 13:09:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:556.60 total_reward_ma:426.40 loss:-0.01629 fps:1741 +frame:8.20e+05 wall_t:471 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.268 +2026-01-08 13:09:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:558.65 total_reward_ma:427.99 loss:-0.009973 fps:1747 +frame:8.30e+05 wall_t:475 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.276 +2026-01-08 13:09:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:565.90 total_reward_ma:429.63 loss:-0.01986 fps:1750 +frame:8.40e+05 wall_t:480 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.28 +2026-01-08 13:09:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:577.20 total_reward_ma:431.37 loss:-0.01709 fps:1753 +frame:8.50e+05 wall_t:485 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.257 +2026-01-08 13:10:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:598.70 total_reward_ma:433.31 loss:-0.01796 fps:1759 +frame:8.60e+05 wall_t:489 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.303 +2026-01-08 13:10:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:593.90 total_reward_ma:435.16 loss:-0.01527 fps:1761 +frame:8.70e+05 wall_t:494 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.215 +2026-01-08 13:10:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:635.25 total_reward_ma:437.43 loss:-0.01352 fps:1764 +frame:8.80e+05 wall_t:499 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.226 +2026-01-08 13:10:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:662.70 total_reward_ma:439.96 loss:-0.01051 fps:1766 +frame:8.90e+05 wall_t:504 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.253 +2026-01-08 13:10:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:681.75 total_reward_ma:442.65 loss:-0.01401 fps:1768 +frame:9.00e+05 wall_t:509 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.309 +2026-01-08 13:10:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:783.55 total_reward_ma:446.40 loss:-0.01206 fps:1770 +frame:9.10e+05 wall_t:514 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.288 +2026-01-08 13:10:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:777.30 total_reward_ma:449.99 loss:-0.0145 fps:1769 +frame:9.20e+05 wall_t:520 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.243 +2026-01-08 13:10:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:787.65 total_reward_ma:453.62 loss:-0.002932 fps:1775 +frame:9.30e+05 wall_t:524 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.196 +2026-01-08 13:10:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:768.75 total_reward_ma:456.98 loss:-0.01258 fps:1777 +frame:9.40e+05 wall_t:529 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.211 +2026-01-08 13:10:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:809.70 total_reward_ma:460.69 loss:-0.01436 fps:1779 +frame:9.50e+05 wall_t:534 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.248 +2026-01-08 13:10:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:832.25 total_reward_ma:464.56 loss:-0.01388 fps:1781 +frame:9.60e+05 wall_t:539 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.196 +2026-01-08 13:10:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:856.50 total_reward_ma:468.60 loss:-0.007646 fps:1783 +frame:9.70e+05 wall_t:544 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.224 +2026-01-08 13:11:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:861.45 total_reward_ma:472.61 loss:-0.007021 fps:1785 +frame:9.80e+05 wall_t:549 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.242 +2026-01-08 13:11:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:894.85 total_reward_ma:476.87 loss:-0.007647 fps:1787 +frame:9.90e+05 wall_t:554 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.269 +2026-01-08 13:11:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:952.75 total_reward_ma:481.63 loss:-0.008392 fps:1789 +frame:1.00e+06 wall_t:559 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.274 +2026-01-08 13:11:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1014.15 total_reward_ma:491.16 loss:-0.01147 fps:1791 +frame:1.01e+06 wall_t:564 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.24 +2026-01-08 13:11:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1040.70 total_reward_ma:500.72 loss:-0.01057 fps:1793 +frame:1.02e+06 wall_t:569 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.248 +2026-01-08 13:11:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1026.60 total_reward_ma:509.82 loss:-0.01145 fps:1798 +frame:1.03e+06 wall_t:573 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.252 +2026-01-08 13:11:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1044.55 total_reward_ma:518.92 loss:-0.003272 fps:1802 +frame:1.04e+06 wall_t:577 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.229 +2026-01-08 13:11:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1020.85 total_reward_ma:527.82 loss:-0.01866 fps:1804 +frame:1.05e+06 wall_t:582 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.211 +2026-01-08 13:11:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1002.00 total_reward_ma:536.47 loss:-0.003657 fps:1806 +frame:1.06e+06 wall_t:587 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.274 +2026-01-08 13:11:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1056.10 total_reward_ma:545.57 loss:-0.01572 fps:1807 +frame:1.07e+06 wall_t:592 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.251 +2026-01-08 13:11:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1037.60 total_reward_ma:554.39 loss:-0.0141 fps:1812 +frame:1.08e+06 wall_t:596 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.253 +2026-01-08 13:11:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1022.70 total_reward_ma:563.02 loss:-0.0004107 fps:1814 +frame:1.09e+06 wall_t:601 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.248 +2026-01-08 13:11:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1081.65 total_reward_ma:572.16 loss:0.002734 fps:1818 +frame:1.10e+06 wall_t:605 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.268 +2026-01-08 13:12:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1134.20 total_reward_ma:581.83 loss:-0.0209 fps:1820 +frame:1.11e+06 wall_t:610 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.288 +2026-01-08 13:12:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1125.00 total_reward_ma:591.30 loss:-0.009901 fps:1821 +frame:1.12e+06 wall_t:615 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.289 +2026-01-08 13:12:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1103.80 total_reward_ma:600.34 loss:-0.0076 fps:1823 +frame:1.13e+06 wall_t:620 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.187 +2026-01-08 13:12:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1085.15 total_reward_ma:609.15 loss:-0.01471 fps:1824 +frame:1.14e+06 wall_t:625 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.206 +2026-01-08 13:12:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1097.20 total_reward_ma:618.00 loss:0.00128 fps:1828 +frame:1.15e+06 wall_t:629 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.19 +2026-01-08 13:12:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1045.85 total_reward_ma:626.25 loss:-0.01235 fps:1830 +frame:1.16e+06 wall_t:634 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.183 +2026-01-08 13:12:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1073.45 total_reward_ma:634.77 loss:-0.001861 fps:1831 +frame:1.17e+06 wall_t:639 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.204 +2026-01-08 13:12:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1014.50 total_reward_ma:642.66 loss:0.0003585 fps:1832 +frame:1.18e+06 wall_t:644 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.183 +2026-01-08 13:12:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1079.80 total_reward_ma:651.15 loss:-0.00403 fps:1834 +frame:1.19e+06 wall_t:649 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.218 +2026-01-08 13:12:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1069.35 total_reward_ma:659.48 loss:-0.01649 fps:1838 +frame:1.20e+06 wall_t:653 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.143 +2026-01-08 13:12:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1086.05 total_reward_ma:667.88 loss:-0.001054 fps:1839 +frame:1.21e+06 wall_t:658 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.173 +2026-01-08 13:12:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1099.30 total_reward_ma:676.47 loss:0.01611 fps:1840 +frame:1.22e+06 wall_t:663 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.129 +2026-01-08 13:13:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1100.65 total_reward_ma:685.17 loss:-0.01061 fps:1841 +frame:1.23e+06 wall_t:668 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.169 +2026-01-08 13:13:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1143.30 total_reward_ma:694.34 loss:-0.007456 fps:1845 +frame:1.24e+06 wall_t:672 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.125 +2026-01-08 13:13:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1092.35 total_reward_ma:702.85 loss:0.003596 fps:1846 +frame:1.25e+06 wall_t:677 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.115 +2026-01-08 13:13:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1112.70 total_reward_ma:711.51 loss:-0.01188 fps:1850 +frame:1.26e+06 wall_t:681 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.174 +2026-01-08 13:13:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1075.40 total_reward_ma:719.80 loss:-0.01459 fps:1851 +frame:1.27e+06 wall_t:686 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.143 +2026-01-08 13:13:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1063.95 total_reward_ma:728.03 loss:-0.007063 fps:1852 +frame:1.28e+06 wall_t:691 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.151 +2026-01-08 13:13:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1060.65 total_reward_ma:736.16 loss:-0.01189 fps:1856 +frame:1.29e+06 wall_t:695 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.152 +2026-01-08 13:13:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1104.65 total_reward_ma:744.58 loss:-0.01467 fps:1857 +frame:1.30e+06 wall_t:700 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.139 +2026-01-08 13:13:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1104.65 total_reward_ma:752.95 loss:0.001249 fps:1858 +frame:1.31e+06 wall_t:705 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.017 +2026-01-08 13:13:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1111.90 total_reward_ma:761.32 loss:-0.008968 fps:1859 +frame:1.32e+06 wall_t:710 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.157 +2026-01-08 13:13:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1181.15 total_reward_ma:770.09 loss:0.0005562 fps:1863 +frame:1.33e+06 wall_t:714 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.096 +2026-01-08 13:13:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1211.90 total_reward_ma:779.12 loss:-0.003653 fps:1864 +frame:1.34e+06 wall_t:719 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.146 +2026-01-08 13:13:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1262.40 total_reward_ma:788.60 loss:-0.007847 fps:1865 +frame:1.35e+06 wall_t:724 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.112 +2026-01-08 13:14:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1239.60 total_reward_ma:797.72 loss:-0.00631 fps:1866 +frame:1.36e+06 wall_t:729 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.115 +2026-01-08 13:14:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1275.55 total_reward_ma:807.15 loss:-0.007539 fps:1869 +frame:1.37e+06 wall_t:733 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.079 +2026-01-08 13:14:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1244.95 total_reward_ma:816.17 loss:-0.006996 fps:1870 +frame:1.38e+06 wall_t:738 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.055 +2026-01-08 13:14:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1258.30 total_reward_ma:825.07 loss:-0.004138 fps:1871 +frame:1.39e+06 wall_t:743 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.099 +2026-01-08 13:14:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1317.75 total_reward_ma:833.82 loss:-0.006925 fps:1872 +frame:1.40e+06 wall_t:748 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.12 +2026-01-08 13:14:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1335.40 total_reward_ma:842.56 loss:-0.002981 fps:1873 +frame:1.41e+06 wall_t:753 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.174 +2026-01-08 13:14:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1388.25 total_reward_ma:851.81 loss:0.00121 fps:1873 +frame:1.42e+06 wall_t:758 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.152 +2026-01-08 13:14:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1359.10 total_reward_ma:860.65 loss:-0.0111 fps:1874 +frame:1.43e+06 wall_t:763 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.13 +2026-01-08 13:14:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1390.95 total_reward_ma:869.45 loss:0.0006968 fps:1875 +frame:1.44e+06 wall_t:768 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.109 +2026-01-08 13:14:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1413.30 total_reward_ma:878.32 loss:-0.01592 fps:1878 +frame:1.45e+06 wall_t:772 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.122 +2026-01-08 13:14:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1405.45 total_reward_ma:887.21 loss:0.009279 fps:1879 +frame:1.46e+06 wall_t:777 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.136 +2026-01-08 13:14:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1385.10 total_reward_ma:895.69 loss:-0.01248 fps:1880 +frame:1.47e+06 wall_t:782 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.124 +2026-01-08 13:15:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1450.15 total_reward_ma:904.90 loss:-0.0007401 fps:1881 +frame:1.48e+06 wall_t:787 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.039 +2026-01-08 13:15:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1445.10 total_reward_ma:913.70 loss:0.01032 fps:1884 +frame:1.49e+06 wall_t:791 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.061 +2026-01-08 13:15:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1398.30 total_reward_ma:921.80 loss:-0.003727 fps:1884 +frame:1.50e+06 wall_t:796 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.104 +2026-01-08 13:15:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1344.15 total_reward_ma:929.43 loss:0.0005398 fps:1885 +frame:1.51e+06 wall_t:801 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.06 +2026-01-08 13:15:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1298.10 total_reward_ma:936.55 loss:-0.006072 fps:1886 +frame:1.52e+06 wall_t:806 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.081 +2026-01-08 13:15:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1235.90 total_reward_ma:942.94 loss:-0.002941 fps:1887 +frame:1.53e+06 wall_t:811 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.094 +2026-01-08 13:15:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1206.45 total_reward_ma:949.08 loss:0.01997 fps:1890 +frame:1.54e+06 wall_t:815 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.138 +2026-01-08 13:15:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1152.80 total_reward_ma:954.87 loss:-0.002184 fps:1890 +frame:1.55e+06 wall_t:820 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.09 +2026-01-08 13:15:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1177.95 total_reward_ma:960.66 loss:0.002097 fps:1891 +frame:1.56e+06 wall_t:825 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.063 +2026-01-08 13:15:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1221.70 total_reward_ma:966.65 loss:-0.005007 fps:1892 +frame:1.57e+06 wall_t:830 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.129 +2026-01-08 13:15:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1224.15 total_reward_ma:972.76 loss:0.002583 fps:1892 +frame:1.58e+06 wall_t:835 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.144 +2026-01-08 13:15:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1198.85 total_reward_ma:978.72 loss:-0.0006225 fps:1895 +frame:1.59e+06 wall_t:839 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.124 +2026-01-08 13:15:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1199.15 total_reward_ma:984.66 loss:-0.01068 fps:1896 +frame:1.60e+06 wall_t:844 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.115 +2026-01-08 13:16:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1183.55 total_reward_ma:990.50 loss:0.0002304 fps:1896 +frame:1.61e+06 wall_t:849 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.11 +2026-01-08 13:16:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1184.45 total_reward_ma:995.62 loss:-0.0002605 fps:1899 +frame:1.62e+06 wall_t:853 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.156 +2026-01-08 13:16:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1242.10 total_reward_ma:1001.19 loss:-0.002555 fps:1900 +frame:1.63e+06 wall_t:858 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.083 +2026-01-08 13:16:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1244.70 total_reward_ma:1006.81 loss:-0.001274 fps:1900 +frame:1.64e+06 wall_t:863 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.086 +2026-01-08 13:16:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1269.35 total_reward_ma:1012.48 loss:-0.008129 fps:1901 +frame:1.65e+06 wall_t:868 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.122 +2026-01-08 13:16:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1306.35 total_reward_ma:1018.38 loss:-0.002307 fps:1901 +frame:1.66e+06 wall_t:873 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.009 +2026-01-08 13:16:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1299.35 total_reward_ma:1024.09 loss:-0.007946 fps:1904 +frame:1.67e+06 wall_t:877 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.9792 +2026-01-08 13:16:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1384.90 total_reward_ma:1030.60 loss:0.004038 fps:1905 +frame:1.68e+06 wall_t:882 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.09 +2026-01-08 13:16:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1418.60 total_reward_ma:1037.18 loss:-0.005457 fps:1905 +frame:1.69e+06 wall_t:887 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.096 +2026-01-08 13:16:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1439.70 total_reward_ma:1043.90 loss:0.01361 fps:1906 +frame:1.70e+06 wall_t:892 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.1 +2026-01-08 13:16:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1473.00 total_reward_ma:1051.37 loss:-0.002852 fps:1908 +frame:1.71e+06 wall_t:896 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.157 +2026-01-08 13:16:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1510.00 total_reward_ma:1059.55 loss:-0.007478 fps:1909 +frame:1.72e+06 wall_t:901 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.157 +2026-01-08 13:16:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1511.50 total_reward_ma:1067.62 loss:0.001535 fps:1909 +frame:1.73e+06 wall_t:906 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.9987 +2026-01-08 13:17:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1591.40 total_reward_ma:1076.33 loss:0.006413 fps:1910 +frame:1.74e+06 wall_t:911 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.106 +2026-01-08 13:17:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1631.45 total_reward_ma:1085.91 loss:-0.004751 fps:1913 +frame:1.75e+06 wall_t:915 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.154 +2026-01-08 13:17:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1614.45 total_reward_ma:1095.93 loss:0.004131 fps:1913 +frame:1.76e+06 wall_t:920 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.049 +2026-01-08 13:17:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1627.80 total_reward_ma:1106.23 loss:0.002417 fps:1914 +frame:1.77e+06 wall_t:925 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.051 +2026-01-08 13:17:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1617.00 total_reward_ma:1116.35 loss:0.01681 fps:1914 +frame:1.78e+06 wall_t:930 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.007 +2026-01-08 13:17:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1663.85 total_reward_ma:1127.00 loss:0.01513 fps:1914 +frame:1.79e+06 wall_t:935 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.046 +2026-01-08 13:17:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1659.65 total_reward_ma:1137.67 loss:0.002082 fps:1917 +frame:1.80e+06 wall_t:939 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.078 +2026-01-08 13:17:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1639.30 total_reward_ma:1148.20 loss:0.01412 fps:1917 +frame:1.81e+06 wall_t:944 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.035 +2026-01-08 13:17:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1635.65 total_reward_ma:1159.00 loss:-0.001103 fps:1918 +frame:1.82e+06 wall_t:949 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.073 +2026-01-08 13:17:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1677.10 total_reward_ma:1170.18 loss:0.00516 fps:1920 +frame:1.83e+06 wall_t:953 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.02 +2026-01-08 13:17:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1691.30 total_reward_ma:1181.43 loss:0.0003579 fps:1921 +frame:1.84e+06 wall_t:958 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.9984 +2026-01-08 13:17:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1736.30 total_reward_ma:1193.02 loss:0.008107 fps:1921 +frame:1.85e+06 wall_t:963 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.022 +2026-01-08 13:18:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1750.15 total_reward_ma:1204.54 loss:0.008396 fps:1923 +frame:1.86e+06 wall_t:967 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.044 +2026-01-08 13:18:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1765.00 total_reward_ma:1216.25 loss:0.005697 fps:1924 +frame:1.87e+06 wall_t:972 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.106 +2026-01-08 13:18:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1802.40 total_reward_ma:1227.92 loss:-0.006332 fps:1926 +frame:1.88e+06 wall_t:976 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.017 +2026-01-08 13:18:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1804.00 total_reward_ma:1239.33 loss:0.009797 fps:1927 +frame:1.89e+06 wall_t:981 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.9919 +2026-01-08 13:18:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1781.20 total_reward_ma:1250.33 loss:0.01443 fps:1925 +frame:1.90e+06 wall_t:987 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.104 +2026-01-08 13:18:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1831.45 total_reward_ma:1260.81 loss:-0.001158 fps:1927 +frame:1.91e+06 wall_t:991 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.9795 +2026-01-08 13:18:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1817.65 total_reward_ma:1271.21 loss:0.001974 fps:1928 +frame:1.92e+06 wall_t:996 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.9942 +2026-01-08 13:18:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1822.20 total_reward_ma:1281.56 loss:0.0006222 fps:1928 +frame:1.93e+06 wall_t:1001 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.017 +2026-01-08 13:18:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1837.00 total_reward_ma:1292.24 loss:0.01248 fps:1928 +frame:1.94e+06 wall_t:1006 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.031 +2026-01-08 13:18:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1841.05 total_reward_ma:1302.55 loss:0.007375 fps:1931 +frame:1.95e+06 wall_t:1010 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.036 +2026-01-08 13:18:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1820.95 total_reward_ma:1312.44 loss:0.01099 fps:1931 +frame:1.96e+06 wall_t:1015 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.065 +2026-01-08 13:18:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1946.40 total_reward_ma:1323.34 loss:-0.004962 fps:1933 +frame:1.97e+06 wall_t:1019 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.071 +2026-01-08 13:18:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2018.85 total_reward_ma:1334.91 loss:0.001019 fps:1935 +frame:1.98e+06 wall_t:1023 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.066 +2026-01-08 13:19:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2043.95 total_reward_ma:1346.40 loss:0.01607 fps:1936 +frame:1.99e+06 wall_t:1028 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.033 +2026-01-08 13:19:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2041.55 total_reward_ma:1357.29 loss:0.003566 fps:1936 +frame:2.00e+06 wall_t:1033 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.02 +2026-01-08 13:19:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2059.90 total_reward_ma:1367.75 loss:0.02263 fps:1938 +frame:2.01e+06 wall_t:1037 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.01 +2026-01-08 13:19:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2129.05 total_reward_ma:1378.63 loss:0.01358 fps:1939 +frame:2.02e+06 wall_t:1042 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.021 +2026-01-08 13:19:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2113.40 total_reward_ma:1389.50 loss:0.01622 fps:1941 +frame:2.03e+06 wall_t:1046 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.9018 +2026-01-08 13:19:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2155.10 total_reward_ma:1400.61 loss:0.003083 fps:1941 +frame:2.04e+06 wall_t:1051 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9562 +2026-01-08 13:19:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2046.55 total_reward_ma:1410.86 loss:0.01128 fps:1943 +frame:2.05e+06 wall_t:1055 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.9414 +2026-01-08 13:19:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2064.00 total_reward_ma:1421.48 loss:-0.004726 fps:1943 +frame:2.06e+06 wall_t:1060 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.9276 +2026-01-08 13:19:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1970.35 total_reward_ma:1430.63 loss:0.01853 fps:1945 +frame:2.07e+06 wall_t:1064 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.9131 +2026-01-08 13:19:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1920.75 total_reward_ma:1439.46 loss:-0.001745 fps:1946 +frame:2.08e+06 wall_t:1069 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.9345 +2026-01-08 13:19:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1854.90 total_reward_ma:1447.78 loss:0.01851 fps:1946 +frame:2.09e+06 wall_t:1074 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.9337 +2026-01-08 13:19:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1847.45 total_reward_ma:1455.44 loss:-0.001068 fps:1946 +frame:2.10e+06 wall_t:1079 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.9198 +2026-01-08 13:19:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1828.30 total_reward_ma:1462.38 loss:0.001325 fps:1946 +frame:2.11e+06 wall_t:1084 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.9174 +2026-01-08 13:20:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1833.90 total_reward_ma:1469.47 loss:0.01458 fps:1949 +frame:2.12e+06 wall_t:1088 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.8829 +2026-01-08 13:20:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1914.00 total_reward_ma:1477.57 loss:0.005554 fps:1949 +frame:2.13e+06 wall_t:1093 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.8904 +2026-01-08 13:20:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1960.10 total_reward_ma:1486.32 loss:-0.007497 fps:1951 +frame:2.14e+06 wall_t:1097 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.9907 +2026-01-08 13:20:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1905.55 total_reward_ma:1494.40 loss:0.01169 fps:1951 +frame:2.15e+06 wall_t:1102 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.9088 +2026-01-08 13:20:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1888.35 total_reward_ma:1502.83 loss:0.01268 fps:1953 +frame:2.16e+06 wall_t:1106 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.8959 +2026-01-08 13:20:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1760.85 total_reward_ma:1509.70 loss:-0.007551 fps:1953 +frame:2.17e+06 wall_t:1111 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.9415 +2026-01-08 13:20:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1737.15 total_reward_ma:1516.93 loss:-0.001259 fps:1953 +frame:2.18e+06 wall_t:1116 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.8732 +2026-01-08 13:20:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1748.95 total_reward_ma:1523.62 loss:0.009992 fps:1955 +frame:2.19e+06 wall_t:1120 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.9214 +2026-01-08 13:20:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1702.95 total_reward_ma:1529.96 loss:0.007428 fps:1956 +frame:2.20e+06 wall_t:1125 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.942 +2026-01-08 13:20:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1679.40 total_reward_ma:1535.89 loss:0.002627 fps:1956 +frame:2.21e+06 wall_t:1130 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.8939 +2026-01-08 13:20:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1645.30 total_reward_ma:1541.35 loss:0.01515 fps:1958 +frame:2.22e+06 wall_t:1134 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.9393 +2026-01-08 13:20:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1723.35 total_reward_ma:1547.58 loss:0.02667 fps:1958 +frame:2.23e+06 wall_t:1139 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.8963 +2026-01-08 13:20:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1704.35 total_reward_ma:1553.19 loss:0.01261 fps:1960 +frame:2.24e+06 wall_t:1143 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9276 +2026-01-08 13:21:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1770.60 total_reward_ma:1559.97 loss:0.0072 fps:1960 +frame:2.25e+06 wall_t:1148 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9393 +2026-01-08 13:21:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1773.30 total_reward_ma:1566.58 loss:0.006328 fps:1960 +frame:2.26e+06 wall_t:1153 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.042 +2026-01-08 13:21:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1807.05 total_reward_ma:1573.89 loss:0.0238 fps:1962 +frame:2.27e+06 wall_t:1157 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.9641 +2026-01-08 13:21:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1828.75 total_reward_ma:1581.54 loss:-0.002867 fps:1962 +frame:2.28e+06 wall_t:1162 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.8784 +2026-01-08 13:21:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1866.00 total_reward_ma:1589.59 loss:-0.002395 fps:1964 +frame:2.29e+06 wall_t:1166 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.8589 +2026-01-08 13:21:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1888.35 total_reward_ma:1597.43 loss:0.01204 fps:1964 +frame:2.30e+06 wall_t:1171 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9492 +2026-01-08 13:21:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1974.95 total_reward_ma:1606.13 loss:0.001366 fps:1966 +frame:2.31e+06 wall_t:1175 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.9558 +2026-01-08 13:21:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1996.60 total_reward_ma:1614.98 loss:0.002382 fps:1966 +frame:2.32e+06 wall_t:1180 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.8728 +2026-01-08 13:21:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1978.60 total_reward_ma:1622.95 loss:0.01731 fps:1966 +frame:2.33e+06 wall_t:1185 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.8885 +2026-01-08 13:21:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1916.35 total_reward_ma:1630.00 loss:0.009694 fps:1966 +frame:2.34e+06 wall_t:1190 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9602 +2026-01-08 13:21:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:1992.40 total_reward_ma:1637.30 loss:0.01072 fps:1967 +frame:2.35e+06 wall_t:1195 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8651 +2026-01-08 13:21:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2060.70 total_reward_ma:1645.51 loss:0.002632 fps:1967 +frame:2.36e+06 wall_t:1200 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9262 +2026-01-08 13:21:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2068.40 total_reward_ma:1653.44 loss:0.002329 fps:1968 +frame:2.37e+06 wall_t:1204 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.949 +2026-01-08 13:22:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2021.15 total_reward_ma:1661.20 loss:-0.002034 fps:1969 +frame:2.38e+06 wall_t:1209 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.9045 +2026-01-08 13:22:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2025.85 total_reward_ma:1668.88 loss:0.004634 fps:1970 +frame:2.39e+06 wall_t:1213 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.8944 +2026-01-08 13:22:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2047.70 total_reward_ma:1676.18 loss:0.01788 fps:1970 +frame:2.40e+06 wall_t:1218 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.8406 +2026-01-08 13:22:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2109.60 total_reward_ma:1683.92 loss:0.02411 fps:1971 +frame:2.41e+06 wall_t:1223 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9525 +2026-01-08 13:22:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2151.85 total_reward_ma:1691.55 loss:0.001361 fps:1971 +frame:2.42e+06 wall_t:1228 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.9848 +2026-01-08 13:22:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2191.50 total_reward_ma:1699.88 loss:-0.003938 fps:1971 +frame:2.43e+06 wall_t:1233 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.022 +2026-01-08 13:22:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2261.40 total_reward_ma:1708.58 loss:0.003988 fps:1971 +frame:2.44e+06 wall_t:1238 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.892 +2026-01-08 13:22:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2276.05 total_reward_ma:1717.21 loss:0.001038 fps:1973 +frame:2.45e+06 wall_t:1242 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9191 +2026-01-08 13:22:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2308.55 total_reward_ma:1726.24 loss:0.01498 fps:1973 +frame:2.46e+06 wall_t:1247 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9656 +2026-01-08 13:22:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2337.15 total_reward_ma:1735.76 loss:-0.001684 fps:1974 +frame:2.47e+06 wall_t:1251 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9696 +2026-01-08 13:22:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2352.65 total_reward_ma:1744.79 loss:0.006481 fps:1975 +frame:2.48e+06 wall_t:1256 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.03 +2026-01-08 13:22:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2346.45 total_reward_ma:1753.80 loss:-0.00838 fps:1975 +frame:2.49e+06 wall_t:1261 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9064 +2026-01-08 13:23:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2427.90 total_reward_ma:1764.10 loss:0.004916 fps:1975 +frame:2.50e+06 wall_t:1266 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.018 +2026-01-08 13:23:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2498.70 total_reward_ma:1775.64 loss:0.008144 fps:1975 +frame:2.51e+06 wall_t:1271 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9425 +2026-01-08 13:23:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2525.40 total_reward_ma:1787.91 loss:0.008082 fps:1975 +frame:2.52e+06 wall_t:1276 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9868 +2026-01-08 13:23:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2538.75 total_reward_ma:1800.94 loss:0.0141 fps:1975 +frame:2.53e+06 wall_t:1281 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.006 +2026-01-08 13:23:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2608.40 total_reward_ma:1814.96 loss:0.01449 fps:1975 +frame:2.54e+06 wall_t:1286 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.9119 +2026-01-08 13:23:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2571.35 total_reward_ma:1829.15 loss:0.006207 fps:1975 +frame:2.55e+06 wall_t:1291 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.8853 +2026-01-08 13:23:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2556.35 total_reward_ma:1842.93 loss:0.01605 fps:1977 +frame:2.56e+06 wall_t:1295 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.003 +2026-01-08 13:23:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2675.40 total_reward_ma:1857.47 loss:0.003995 fps:1978 +frame:2.57e+06 wall_t:1299 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9321 +2026-01-08 13:23:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2664.55 total_reward_ma:1871.87 loss:-0.008879 fps:1979 +frame:2.58e+06 wall_t:1304 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.002 +2026-01-08 13:23:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2673.20 total_reward_ma:1886.62 loss:0.0008527 fps:1979 +frame:2.59e+06 wall_t:1309 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9643 +2026-01-08 13:23:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2614.10 total_reward_ma:1900.77 loss:0.0123 fps:1980 +frame:2.60e+06 wall_t:1313 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9668 +2026-01-08 13:23:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2686.05 total_reward_ma:1915.79 loss:0.01126 fps:1980 +frame:2.61e+06 wall_t:1318 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.948 +2026-01-08 13:23:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2758.30 total_reward_ma:1931.53 loss:-0.0008118 fps:1980 +frame:2.62e+06 wall_t:1323 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9061 +2026-01-08 13:24:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2790.70 total_reward_ma:1947.02 loss:0.01115 fps:1982 +frame:2.63e+06 wall_t:1327 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.9147 +2026-01-08 13:24:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2838.10 total_reward_ma:1962.95 loss:1.576e-05 fps:1982 +frame:2.64e+06 wall_t:1332 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9258 +2026-01-08 13:24:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2896.60 total_reward_ma:1979.22 loss:0.006796 fps:1984 +frame:2.65e+06 wall_t:1336 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.8789 +2026-01-08 13:24:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2896.80 total_reward_ma:1995.13 loss:0.008334 fps:1984 +frame:2.66e+06 wall_t:1341 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8952 +2026-01-08 13:24:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2925.10 total_reward_ma:2011.38 loss:0.01664 fps:1984 +frame:2.67e+06 wall_t:1346 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9631 +2026-01-08 13:24:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2952.75 total_reward_ma:2027.06 loss:0.003176 fps:1984 +frame:2.68e+06 wall_t:1351 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9405 +2026-01-08 13:24:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2965.15 total_reward_ma:2042.53 loss:0.004643 fps:1985 +frame:2.69e+06 wall_t:1355 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8611 +2026-01-08 13:24:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2959.40 total_reward_ma:2057.73 loss:0.008336 fps:1985 +frame:2.70e+06 wall_t:1360 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.9431 +2026-01-08 13:24:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2997.65 total_reward_ma:2072.97 loss:0.01217 fps:1985 +frame:2.71e+06 wall_t:1365 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.9526 +2026-01-08 13:24:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3065.85 total_reward_ma:2088.53 loss:-0.0002021 fps:1985 +frame:2.72e+06 wall_t:1370 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8835 +2026-01-08 13:24:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3086.70 total_reward_ma:2104.28 loss:0.004525 fps:1985 +frame:2.73e+06 wall_t:1375 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8591 +2026-01-08 13:24:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3086.10 total_reward_ma:2119.23 loss:0.004941 fps:1987 +frame:2.74e+06 wall_t:1379 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8512 +2026-01-08 13:24:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3130.00 total_reward_ma:2134.21 loss:0.01523 fps:1987 +frame:2.75e+06 wall_t:1384 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.9992 +2026-01-08 13:25:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3181.60 total_reward_ma:2149.89 loss:0.02111 fps:1987 +frame:2.76e+06 wall_t:1389 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9126 +2026-01-08 13:25:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3224.55 total_reward_ma:2165.85 loss:0.004413 fps:1987 +frame:2.77e+06 wall_t:1394 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8719 +2026-01-08 13:25:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3152.20 total_reward_ma:2181.21 loss:-0.001831 fps:1989 +frame:2.78e+06 wall_t:1398 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9156 +2026-01-08 13:25:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3107.50 total_reward_ma:2195.64 loss:0.0247 fps:1989 +frame:2.79e+06 wall_t:1403 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.9166 +2026-01-08 13:25:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3089.90 total_reward_ma:2209.94 loss:0.02849 fps:1989 +frame:2.80e+06 wall_t:1408 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8221 +2026-01-08 13:25:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3043.45 total_reward_ma:2223.99 loss:0.01089 fps:1990 +frame:2.81e+06 wall_t:1412 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.862 +2026-01-08 13:25:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3044.50 total_reward_ma:2238.07 loss:0.01669 fps:1992 +frame:2.82e+06 wall_t:1416 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8085 +2026-01-08 13:25:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3038.45 total_reward_ma:2251.69 loss:0.03706 fps:1992 +frame:2.83e+06 wall_t:1421 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8505 +2026-01-08 13:25:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3019.20 total_reward_ma:2264.97 loss:0.015 fps:1992 +frame:2.84e+06 wall_t:1426 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.867 +2026-01-08 13:25:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3152.25 total_reward_ma:2279.13 loss:0.03401 fps:1992 +frame:2.85e+06 wall_t:1431 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.8341 +2026-01-08 13:25:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3103.20 total_reward_ma:2292.66 loss:0.01564 fps:1993 +frame:2.86e+06 wall_t:1435 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8254 +2026-01-08 13:25:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3114.15 total_reward_ma:2306.15 loss:-0.003185 fps:1993 +frame:2.87e+06 wall_t:1440 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.8498 +2026-01-08 13:25:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3046.55 total_reward_ma:2318.59 loss:0.01747 fps:1993 +frame:2.88e+06 wall_t:1445 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.899 +2026-01-08 13:26:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3044.65 total_reward_ma:2331.00 loss:0.0133 fps:1993 +frame:2.89e+06 wall_t:1450 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8057 +2026-01-08 13:26:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2998.95 total_reward_ma:2343.17 loss:0.008472 fps:1993 +frame:2.90e+06 wall_t:1455 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8427 +2026-01-08 13:26:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3068.40 total_reward_ma:2355.54 loss:0.005294 fps:1995 +frame:2.91e+06 wall_t:1459 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9164 +2026-01-08 13:26:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3043.00 total_reward_ma:2367.80 loss:0.003512 fps:1995 +frame:2.92e+06 wall_t:1464 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8748 +2026-01-08 13:26:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:2977.70 total_reward_ma:2379.35 loss:0.005954 fps:1995 +frame:2.93e+06 wall_t:1469 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8683 +2026-01-08 13:26:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3041.70 total_reward_ma:2391.40 loss:0.0132 fps:1996 +frame:2.94e+06 wall_t:1473 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.8878 +2026-01-08 13:26:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3009.90 total_reward_ma:2403.09 loss:0.02456 fps:1996 +frame:2.95e+06 wall_t:1478 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.9112 +2026-01-08 13:26:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3093.50 total_reward_ma:2415.81 loss:0.004359 fps:1996 +frame:2.96e+06 wall_t:1483 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.9192 +2026-01-08 13:26:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3104.65 total_reward_ma:2427.40 loss:0.0139 fps:1997 +frame:2.97e+06 wall_t:1487 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8463 +2026-01-08 13:26:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3121.05 total_reward_ma:2438.42 loss:0.03487 fps:1997 +frame:2.98e+06 wall_t:1492 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9189 +2026-01-08 13:26:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3172.55 total_reward_ma:2449.70 loss:0.00898 fps:1997 +frame:2.99e+06 wall_t:1497 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8865 +2026-01-08 13:26:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3212.90 total_reward_ma:2461.42 loss:0.008347 fps:1999 +frame:3.00e+06 wall_t:1501 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.86 +2026-01-08 13:26:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3147.30 total_reward_ma:2472.29 loss:0.01512 fps:1999 +frame:3.01e+06 wall_t:1506 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.9034 +2026-01-08 13:27:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3167.55 total_reward_ma:2482.68 loss:0.001693 fps:1999 +frame:3.02e+06 wall_t:1511 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9014 +2026-01-08 13:27:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3186.40 total_reward_ma:2493.41 loss:0.02578 fps:2000 +frame:3.03e+06 wall_t:1515 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9262 +2026-01-08 13:27:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3168.10 total_reward_ma:2503.54 loss:0.01121 fps:2000 +frame:3.04e+06 wall_t:1520 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.8986 +2026-01-08 13:27:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3151.15 total_reward_ma:2514.58 loss:0.0178 fps:2001 +frame:3.05e+06 wall_t:1524 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.901 +2026-01-08 13:27:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3286.95 total_reward_ma:2526.81 loss:0.008673 fps:2001 +frame:3.06e+06 wall_t:1529 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.8608 +2026-01-08 13:27:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3319.45 total_reward_ma:2540.30 loss:0.01318 fps:2001 +frame:3.07e+06 wall_t:1534 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8833 +2026-01-08 13:27:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3500.50 total_reward_ma:2556.10 loss:0.02376 fps:2003 +frame:3.08e+06 wall_t:1538 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.8644 +2026-01-08 13:27:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3455.85 total_reward_ma:2572.11 loss:0.004317 fps:2003 +frame:3.09e+06 wall_t:1543 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8931 +2026-01-08 13:27:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3437.50 total_reward_ma:2588.01 loss:0.02334 fps:2003 +frame:3.10e+06 wall_t:1548 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8807 +2026-01-08 13:27:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3418.70 total_reward_ma:2603.91 loss:0.0154 fps:2004 +frame:3.11e+06 wall_t:1552 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.8859 +2026-01-08 13:27:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3498.95 total_reward_ma:2620.56 loss:0.01666 fps:2004 +frame:3.12e+06 wall_t:1557 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8817 +2026-01-08 13:27:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3473.15 total_reward_ma:2636.16 loss:0.01603 fps:2005 +frame:3.13e+06 wall_t:1561 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.8646 +2026-01-08 13:27:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3444.75 total_reward_ma:2651.00 loss:0.005588 fps:2005 +frame:3.14e+06 wall_t:1566 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.7993 +2026-01-08 13:28:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3461.35 total_reward_ma:2666.56 loss:0.01782 fps:2005 +frame:3.15e+06 wall_t:1571 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8486 +2026-01-08 13:28:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3533.95 total_reward_ma:2683.02 loss:0.01891 fps:2006 +frame:3.16e+06 wall_t:1575 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.9547 +2026-01-08 13:28:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3528.05 total_reward_ma:2700.69 loss:0.00535 fps:2006 +frame:3.17e+06 wall_t:1580 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8913 +2026-01-08 13:28:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3558.45 total_reward_ma:2718.90 loss:0.03423 fps:2006 +frame:3.18e+06 wall_t:1585 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.813 +2026-01-08 13:28:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3686.80 total_reward_ma:2738.28 loss:-0.007195 fps:2008 +frame:3.19e+06 wall_t:1589 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.926 +2026-01-08 13:28:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3737.10 total_reward_ma:2758.62 loss:0.01133 fps:2008 +frame:3.20e+06 wall_t:1594 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8812 +2026-01-08 13:28:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3856.20 total_reward_ma:2780.39 loss:0.0117 fps:2008 +frame:3.21e+06 wall_t:1599 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8995 +2026-01-08 13:28:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3870.90 total_reward_ma:2802.65 loss:-0.004248 fps:2007 +frame:3.22e+06 wall_t:1604 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.904 +2026-01-08 13:28:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3858.35 total_reward_ma:2824.00 loss:0.01379 fps:2007 +frame:3.23e+06 wall_t:1609 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.8462 +2026-01-08 13:28:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3847.55 total_reward_ma:2845.43 loss:0.0187 fps:2009 +frame:3.24e+06 wall_t:1613 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8684 +2026-01-08 13:28:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3920.85 total_reward_ma:2866.93 loss:0.01269 fps:2009 +frame:3.25e+06 wall_t:1618 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8741 +2026-01-08 13:28:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3895.70 total_reward_ma:2888.15 loss:0.04187 fps:2010 +frame:3.26e+06 wall_t:1622 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8698 +2026-01-08 13:29:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3912.00 total_reward_ma:2909.20 loss:0.001161 fps:2010 +frame:3.27e+06 wall_t:1627 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8739 +2026-01-08 13:29:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3931.80 total_reward_ma:2930.23 loss:0.01901 fps:2010 +frame:3.28e+06 wall_t:1632 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.7472 +2026-01-08 13:29:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3985.70 total_reward_ma:2951.43 loss:0.02594 fps:2010 +frame:3.29e+06 wall_t:1637 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.8015 +2026-01-08 13:29:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3930.85 total_reward_ma:2971.86 loss:0.003502 fps:2010 +frame:3.30e+06 wall_t:1642 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8937 +2026-01-08 13:29:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4020.60 total_reward_ma:2992.31 loss:0.02513 fps:2011 +frame:3.31e+06 wall_t:1646 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8577 +2026-01-08 13:29:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4095.10 total_reward_ma:3013.30 loss:0.01663 fps:2011 +frame:3.32e+06 wall_t:1651 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8228 +2026-01-08 13:29:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4094.10 total_reward_ma:3034.45 loss:0.03572 fps:2012 +frame:3.33e+06 wall_t:1655 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.827 +2026-01-08 13:29:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4123.70 total_reward_ma:3056.53 loss:0.01163 fps:2012 +frame:3.34e+06 wall_t:1660 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8396 +2026-01-08 13:29:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4133.80 total_reward_ma:3077.94 loss:0.007427 fps:2012 +frame:3.35e+06 wall_t:1665 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8231 +2026-01-08 13:29:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4149.40 total_reward_ma:3098.83 loss:0.03739 fps:2013 +frame:3.36e+06 wall_t:1669 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.8674 +2026-01-08 13:29:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4149.30 total_reward_ma:3119.64 loss:0.03421 fps:2013 +frame:3.37e+06 wall_t:1674 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.7966 +2026-01-08 13:29:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4110.40 total_reward_ma:3140.53 loss:0.03239 fps:2013 +frame:3.38e+06 wall_t:1679 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.7712 +2026-01-08 13:29:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4176.65 total_reward_ma:3162.04 loss:0.0347 fps:2013 +frame:3.39e+06 wall_t:1684 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8187 +2026-01-08 13:30:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4147.70 total_reward_ma:3183.04 loss:0.01969 fps:2014 +frame:3.40e+06 wall_t:1688 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8315 +2026-01-08 13:30:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4142.50 total_reward_ma:3203.37 loss:0.001847 fps:2014 +frame:3.41e+06 wall_t:1693 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.8712 +2026-01-08 13:30:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4151.15 total_reward_ma:3223.36 loss:-0.003295 fps:2015 +frame:3.42e+06 wall_t:1697 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8464 +2026-01-08 13:30:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4122.45 total_reward_ma:3242.67 loss:0.04222 fps:2014 +frame:3.43e+06 wall_t:1703 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.8669 +2026-01-08 13:30:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4161.80 total_reward_ma:3261.67 loss:0.005567 fps:2014 +frame:3.44e+06 wall_t:1708 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8306 +2026-01-08 13:30:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4099.60 total_reward_ma:3279.91 loss:0.001109 fps:2015 +frame:3.45e+06 wall_t:1712 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.8425 +2026-01-08 13:30:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4084.50 total_reward_ma:3297.67 loss:0.0144 fps:2015 +frame:3.46e+06 wall_t:1717 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.8549 +2026-01-08 13:30:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4049.70 total_reward_ma:3314.79 loss:0.004058 fps:2015 +frame:3.47e+06 wall_t:1722 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8474 +2026-01-08 13:30:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3983.95 total_reward_ma:3331.11 loss:0.0483 fps:2015 +frame:3.48e+06 wall_t:1727 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.8533 +2026-01-08 13:30:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4002.70 total_reward_ma:3347.67 loss:0.01208 fps:2016 +frame:3.49e+06 wall_t:1731 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.8056 +2026-01-08 13:30:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3999.20 total_reward_ma:3363.38 loss:0.01218 fps:2016 +frame:3.50e+06 wall_t:1736 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8245 +2026-01-08 13:30:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4004.20 total_reward_ma:3378.44 loss:0.009142 fps:2016 +frame:3.51e+06 wall_t:1741 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.8481 +2026-01-08 13:30:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4004.45 total_reward_ma:3393.23 loss:-0.002307 fps:2017 +frame:3.52e+06 wall_t:1745 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.8113 +2026-01-08 13:31:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4004.45 total_reward_ma:3407.88 loss:0.02084 fps:2017 +frame:3.53e+06 wall_t:1750 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8527 +2026-01-08 13:31:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3995.70 total_reward_ma:3421.76 loss:0.03348 fps:2018 +frame:3.54e+06 wall_t:1754 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.7609 +2026-01-08 13:31:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:3989.40 total_reward_ma:3435.94 loss:0.02878 fps:2018 +frame:3.55e+06 wall_t:1759 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.8308 +2026-01-08 13:31:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4160.35 total_reward_ma:3451.98 loss:-0.005512 fps:2018 +frame:3.56e+06 wall_t:1764 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.8912 +2026-01-08 13:31:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4135.90 total_reward_ma:3466.58 loss:0.02827 fps:2018 +frame:3.57e+06 wall_t:1769 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8426 +2026-01-08 13:31:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4031.10 total_reward_ma:3480.25 loss:0.01453 fps:2019 +frame:3.58e+06 wall_t:1773 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.8427 +2026-01-08 13:31:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4093.75 total_reward_ma:3494.45 loss:-0.005157 fps:2020 +frame:3.59e+06 wall_t:1777 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.8456 +2026-01-08 13:31:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4076.25 total_reward_ma:3509.07 loss:0.01157 fps:2020 +frame:3.60e+06 wall_t:1782 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.7343 +2026-01-08 13:31:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4086.00 total_reward_ma:3523.07 loss:0.03144 fps:2020 +frame:3.61e+06 wall_t:1787 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.7961 +2026-01-08 13:31:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4148.30 total_reward_ma:3536.97 loss:0.008833 fps:2020 +frame:3.62e+06 wall_t:1792 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8145 +2026-01-08 13:31:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4217.80 total_reward_ma:3551.25 loss:0.01416 fps:2020 +frame:3.63e+06 wall_t:1797 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8013 +2026-01-08 13:31:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4247.60 total_reward_ma:3565.34 loss:0.004488 fps:2021 +frame:3.64e+06 wall_t:1801 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8003 +2026-01-08 13:31:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4242.35 total_reward_ma:3578.80 loss:0.03425 fps:2021 +frame:3.65e+06 wall_t:1806 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8528 +2026-01-08 13:32:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4122.40 total_reward_ma:3591.05 loss:0.05263 fps:2022 +frame:3.66e+06 wall_t:1810 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.7704 +2026-01-08 13:32:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4174.05 total_reward_ma:3603.54 loss:0.023 fps:2022 +frame:3.67e+06 wall_t:1815 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.763 +2026-01-08 13:32:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4254.35 total_reward_ma:3616.56 loss:0.006287 fps:2023 +frame:3.68e+06 wall_t:1819 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.7976 +2026-01-08 13:32:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4252.85 total_reward_ma:3629.44 loss:0.02888 fps:2023 +frame:3.69e+06 wall_t:1824 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8123 +2026-01-08 13:32:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4226.95 total_reward_ma:3642.11 loss:0.0328 fps:2023 +frame:3.70e+06 wall_t:1829 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.7307 +2026-01-08 13:32:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4351.40 total_reward_ma:3655.65 loss:0.01489 fps:2023 +frame:3.71e+06 wall_t:1834 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.7951 +2026-01-08 13:32:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4364.80 total_reward_ma:3668.64 loss:0.003194 fps:2023 +frame:3.72e+06 wall_t:1839 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.7945 +2026-01-08 13:32:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4350.65 total_reward_ma:3681.28 loss:0.01155 fps:2023 +frame:3.73e+06 wall_t:1844 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8343 +2026-01-08 13:32:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4459.75 total_reward_ma:3695.01 loss:0.01366 fps:2023 +frame:3.74e+06 wall_t:1849 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.814 +2026-01-08 13:32:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4508.30 total_reward_ma:3708.80 loss:0.01917 fps:2023 +frame:3.75e+06 wall_t:1854 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.7989 +2026-01-08 13:32:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4565.70 total_reward_ma:3722.64 loss:0.009786 fps:2024 +frame:3.76e+06 wall_t:1858 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7389 +2026-01-08 13:32:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4565.70 total_reward_ma:3736.05 loss:0.01017 fps:2024 +frame:3.77e+06 wall_t:1863 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.8224 +2026-01-08 13:33:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4649.60 total_reward_ma:3751.02 loss:0.02685 fps:2024 +frame:3.78e+06 wall_t:1868 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.7477 +2026-01-08 13:33:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4746.65 total_reward_ma:3767.42 loss:0.01382 fps:2023 +frame:3.79e+06 wall_t:1873 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.7322 +2026-01-08 13:33:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4817.95 total_reward_ma:3784.70 loss:0.01041 fps:2025 +frame:3.80e+06 wall_t:1877 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.7464 +2026-01-08 13:33:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4803.95 total_reward_ma:3802.30 loss:0.03529 fps:2024 +frame:3.81e+06 wall_t:1882 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.7178 +2026-01-08 13:33:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4859.75 total_reward_ma:3820.45 loss:-0.002289 fps:2024 +frame:3.82e+06 wall_t:1887 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.7991 +2026-01-08 13:33:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4821.35 total_reward_ma:3838.28 loss:0.02562 fps:2024 +frame:3.83e+06 wall_t:1892 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.7687 +2026-01-08 13:33:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4793.75 total_reward_ma:3856.03 loss:0.04549 fps:2025 +frame:3.84e+06 wall_t:1896 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.7167 +2026-01-08 13:33:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4859.75 total_reward_ma:3873.10 loss:0.0133 fps:2026 +frame:3.85e+06 wall_t:1900 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.8756 +2026-01-08 13:33:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4804.95 total_reward_ma:3890.12 loss:-0.00236 fps:2025 +frame:3.86e+06 wall_t:1906 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.8313 +2026-01-08 13:33:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4778.15 total_reward_ma:3906.76 loss:0.02079 fps:2025 +frame:3.87e+06 wall_t:1911 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.7924 +2026-01-08 13:33:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4751.50 total_reward_ma:3923.81 loss:0.02278 fps:2026 +frame:3.88e+06 wall_t:1915 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.751 +2026-01-08 13:33:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4653.85 total_reward_ma:3939.90 loss:0.02791 fps:2026 +frame:3.89e+06 wall_t:1920 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8031 +2026-01-08 13:33:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4704.85 total_reward_ma:3956.96 loss:0.0374 fps:2026 +frame:3.90e+06 wall_t:1925 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.7649 +2026-01-08 13:34:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4785.40 total_reward_ma:3974.13 loss:0.02589 fps:2027 +frame:3.91e+06 wall_t:1929 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.732 +2026-01-08 13:34:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4860.30 total_reward_ma:3992.30 loss:0.01821 fps:2027 +frame:3.92e+06 wall_t:1934 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.7674 +2026-01-08 13:34:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4846.50 total_reward_ma:4010.99 loss:0.02589 fps:2028 +frame:3.93e+06 wall_t:1938 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.7325 +2026-01-08 13:34:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4816.90 total_reward_ma:4028.74 loss:0.01703 fps:2029 +frame:3.94e+06 wall_t:1942 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7803 +2026-01-08 13:34:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4809.30 total_reward_ma:4046.74 loss:0.01504 fps:2029 +frame:3.95e+06 wall_t:1947 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.7765 +2026-01-08 13:34:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4732.70 total_reward_ma:4063.13 loss:0.02903 fps:2029 +frame:3.96e+06 wall_t:1952 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.779 +2026-01-08 13:34:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4757.30 total_reward_ma:4079.66 loss:0.05689 fps:2029 +frame:3.97e+06 wall_t:1957 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8441 +2026-01-08 13:34:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4798.40 total_reward_ma:4096.43 loss:0.01064 fps:2029 +frame:3.98e+06 wall_t:1962 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.752 +2026-01-08 13:34:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4890.25 total_reward_ma:4113.61 loss:0.03026 fps:2028 +frame:3.99e+06 wall_t:1967 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.7052 +2026-01-08 13:34:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4837.65 total_reward_ma:4129.85 loss:0.03672 fps:2028 +frame:4.00e+06 wall_t:1972 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8067 +2026-01-08 13:34:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4756.55 total_reward_ma:4145.95 loss:0.03375 fps:2028 +frame:4.01e+06 wall_t:1977 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.7668 +2026-01-08 13:34:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4744.40 total_reward_ma:4161.72 loss:0.01341 fps:2029 +frame:4.02e+06 wall_t:1981 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.7859 +2026-01-08 13:34:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4725.00 total_reward_ma:4177.10 loss:0.01695 fps:2029 +frame:4.03e+06 wall_t:1986 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.7949 +2026-01-08 13:35:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4768.00 total_reward_ma:4193.10 loss:0.00294 fps:2029 +frame:4.04e+06 wall_t:1991 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8152 +2026-01-08 13:35:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4765.80 total_reward_ma:4209.25 loss:0.02902 fps:2029 +frame:4.05e+06 wall_t:1996 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.782 +2026-01-08 13:35:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4728.70 total_reward_ma:4223.66 loss:0.05141 fps:2029 +frame:4.06e+06 wall_t:2001 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.7769 +2026-01-08 13:35:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4726.10 total_reward_ma:4237.73 loss:0.00533 fps:2029 +frame:4.07e+06 wall_t:2006 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8418 +2026-01-08 13:35:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4787.40 total_reward_ma:4250.60 loss:0.03117 fps:2030 +frame:4.08e+06 wall_t:2010 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.7261 +2026-01-08 13:35:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4738.10 total_reward_ma:4263.42 loss:0.01798 fps:2030 +frame:4.09e+06 wall_t:2015 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.7649 +2026-01-08 13:35:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4814.90 total_reward_ma:4277.20 loss:0.02642 fps:2031 +frame:4.10e+06 wall_t:2019 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8139 +2026-01-08 13:35:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4690.70 total_reward_ma:4289.92 loss:0.01307 fps:2031 +frame:4.11e+06 wall_t:2024 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.7424 +2026-01-08 13:35:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4698.20 total_reward_ma:4301.91 loss:0.01016 fps:2031 +frame:4.12e+06 wall_t:2029 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.7331 +2026-01-08 13:35:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4728.30 total_reward_ma:4314.46 loss:0.02349 fps:2030 +frame:4.13e+06 wall_t:2034 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7842 +2026-01-08 13:35:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4740.05 total_reward_ma:4327.41 loss:0.03445 fps:2031 +frame:4.14e+06 wall_t:2038 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.7665 +2026-01-08 13:35:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4742.15 total_reward_ma:4340.22 loss:0.01903 fps:2031 +frame:4.15e+06 wall_t:2043 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7547 +2026-01-08 13:36:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4828.75 total_reward_ma:4353.17 loss:0.05179 fps:2031 +frame:4.16e+06 wall_t:2048 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.7715 +2026-01-08 13:36:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4892.15 total_reward_ma:4366.81 loss:0.02686 fps:2032 +frame:4.17e+06 wall_t:2052 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7842 +2026-01-08 13:36:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4919.95 total_reward_ma:4380.43 loss:0.02663 fps:2032 +frame:4.18e+06 wall_t:2057 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.756 +2026-01-08 13:36:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4907.05 total_reward_ma:4392.63 loss:0.02287 fps:2033 +frame:4.19e+06 wall_t:2061 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.7733 +2026-01-08 13:36:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4895.15 total_reward_ma:4404.21 loss:0.01873 fps:2033 +frame:4.20e+06 wall_t:2066 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8249 +2026-01-08 13:36:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4908.75 total_reward_ma:4414.73 loss:0.02829 fps:2033 +frame:4.21e+06 wall_t:2071 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.7725 +2026-01-08 13:36:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4968.55 total_reward_ma:4425.71 loss:0.03024 fps:2034 +frame:4.22e+06 wall_t:2075 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8133 +2026-01-08 13:36:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4975.85 total_reward_ma:4436.89 loss:0.05058 fps:2034 +frame:4.23e+06 wall_t:2080 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.7508 +2026-01-08 13:36:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5015.60 total_reward_ma:4448.57 loss:0.02613 fps:2034 +frame:4.24e+06 wall_t:2085 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.7779 +2026-01-08 13:36:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4991.90 total_reward_ma:4459.28 loss:0.03723 fps:2033 +frame:4.25e+06 wall_t:2090 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.7596 +2026-01-08 13:36:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5018.90 total_reward_ma:4470.51 loss:0.04937 fps:2033 +frame:4.26e+06 wall_t:2095 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.8101 +2026-01-08 13:36:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5049.30 total_reward_ma:4481.88 loss:-0.001887 fps:2034 +frame:4.27e+06 wall_t:2099 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.8075 +2026-01-08 13:36:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4987.45 total_reward_ma:4492.44 loss:0.02166 fps:2034 +frame:4.28e+06 wall_t:2104 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.7919 +2026-01-08 13:37:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5012.25 total_reward_ma:4502.70 loss:0.0139 fps:2034 +frame:4.29e+06 wall_t:2109 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8266 +2026-01-08 13:37:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5059.60 total_reward_ma:4513.99 loss:0.0009078 fps:2034 +frame:4.30e+06 wall_t:2114 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.8292 +2026-01-08 13:37:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4994.40 total_reward_ma:4523.73 loss:0.02297 fps:2034 +frame:4.31e+06 wall_t:2119 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.8334 +2026-01-08 13:37:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5010.10 total_reward_ma:4532.88 loss:0.01941 fps:2034 +frame:4.32e+06 wall_t:2124 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7971 +2026-01-08 13:37:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5027.70 total_reward_ma:4542.21 loss:0.04329 fps:2035 +frame:4.33e+06 wall_t:2128 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.7852 +2026-01-08 13:37:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5061.05 total_reward_ma:4551.59 loss:0.01849 fps:2035 +frame:4.34e+06 wall_t:2133 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7693 +2026-01-08 13:37:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5069.80 total_reward_ma:4560.95 loss:0.03646 fps:2035 +frame:4.35e+06 wall_t:2138 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.6972 +2026-01-08 13:37:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5105.60 total_reward_ma:4570.51 loss:0.008391 fps:2035 +frame:4.36e+06 wall_t:2142 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.7761 +2026-01-08 13:37:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5229.00 total_reward_ma:4581.31 loss:0.03208 fps:2035 +frame:4.37e+06 wall_t:2147 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7633 +2026-01-08 13:37:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5216.05 total_reward_ma:4592.36 loss:0.02703 fps:2035 +frame:4.38e+06 wall_t:2152 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7285 +2026-01-08 13:37:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5206.40 total_reward_ma:4602.66 loss:0.04268 fps:2036 +frame:4.39e+06 wall_t:2156 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.773 +2026-01-08 13:37:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5217.70 total_reward_ma:4613.36 loss:0.01047 fps:2036 +frame:4.40e+06 wall_t:2161 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.7705 +2026-01-08 13:37:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5156.00 total_reward_ma:4623.50 loss:0.03229 fps:2037 +frame:4.41e+06 wall_t:2165 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7197 +2026-01-08 13:38:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5158.40 total_reward_ma:4633.57 loss:0.01307 fps:2037 +frame:4.42e+06 wall_t:2170 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7695 +2026-01-08 13:38:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5122.75 total_reward_ma:4643.57 loss:0.02142 fps:2037 +frame:4.43e+06 wall_t:2175 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7909 +2026-01-08 13:38:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5095.05 total_reward_ma:4652.90 loss:0.03398 fps:2038 +frame:4.44e+06 wall_t:2179 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.802 +2026-01-08 13:38:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5106.55 total_reward_ma:4662.97 loss:0.02582 fps:2038 +frame:4.45e+06 wall_t:2184 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.807 +2026-01-08 13:38:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5104.45 total_reward_ma:4673.17 loss:0.03529 fps:2037 +frame:4.46e+06 wall_t:2189 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7869 +2026-01-08 13:38:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4997.45 total_reward_ma:4682.65 loss:0.01455 fps:2037 +frame:4.47e+06 wall_t:2194 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.7638 +2026-01-08 13:38:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4800.70 total_reward_ma:4690.82 loss:0.009055 fps:2037 +frame:4.48e+06 wall_t:2199 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7721 +2026-01-08 13:38:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4774.60 total_reward_ma:4698.54 loss:0.005797 fps:2038 +frame:4.49e+06 wall_t:2203 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.6948 +2026-01-08 13:38:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4779.60 total_reward_ma:4706.34 loss:0.02004 fps:2038 +frame:4.50e+06 wall_t:2208 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.7532 +2026-01-08 13:38:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4828.30 total_reward_ma:4714.58 loss:0.025 fps:2039 +frame:4.51e+06 wall_t:2212 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.7814 +2026-01-08 13:38:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4814.35 total_reward_ma:4722.68 loss:0.03723 fps:2039 +frame:4.52e+06 wall_t:2217 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.7992 +2026-01-08 13:38:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4859.45 total_reward_ma:4731.23 loss:0.03293 fps:2040 +frame:4.53e+06 wall_t:2221 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.7804 +2026-01-08 13:38:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4879.80 total_reward_ma:4740.07 loss:-0.001872 fps:2040 +frame:4.54e+06 wall_t:2226 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.7808 +2026-01-08 13:39:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4749.20 total_reward_ma:4747.67 loss:-0.004884 fps:2040 +frame:4.55e+06 wall_t:2230 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8202 +2026-01-08 13:39:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4835.55 total_reward_ma:4754.42 loss:0.00512 fps:2040 +frame:4.56e+06 wall_t:2235 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8059 +2026-01-08 13:39:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4796.15 total_reward_ma:4761.03 loss:0.0414 fps:2040 +frame:4.57e+06 wall_t:2240 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7324 +2026-01-08 13:39:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4685.35 total_reward_ma:4767.57 loss:0.03043 fps:2040 +frame:4.58e+06 wall_t:2245 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.7966 +2026-01-08 13:39:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4781.70 total_reward_ma:4774.45 loss:0.01795 fps:2041 +frame:4.59e+06 wall_t:2249 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.7643 +2026-01-08 13:39:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4778.20 total_reward_ma:4781.47 loss:0.0217 fps:2041 +frame:4.60e+06 wall_t:2254 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7579 +2026-01-08 13:39:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4762.30 total_reward_ma:4788.23 loss:0.006098 fps:2041 +frame:4.61e+06 wall_t:2259 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.7422 +2026-01-08 13:39:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4779.35 total_reward_ma:4794.54 loss:0.02181 fps:2042 +frame:4.62e+06 wall_t:2263 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.7822 +2026-01-08 13:39:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4737.45 total_reward_ma:4799.74 loss:0.03825 fps:2041 +frame:4.63e+06 wall_t:2268 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8105 +2026-01-08 13:39:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4741.45 total_reward_ma:4804.67 loss:0.01928 fps:2041 +frame:4.64e+06 wall_t:2273 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.7732 +2026-01-08 13:39:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4805.55 total_reward_ma:4810.31 loss:0.02875 fps:2041 +frame:4.65e+06 wall_t:2278 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.7366 +2026-01-08 13:39:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4759.50 total_reward_ma:4816.68 loss:0.03468 fps:2041 +frame:4.66e+06 wall_t:2283 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7633 +2026-01-08 13:40:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4645.75 total_reward_ma:4821.40 loss:0.01531 fps:2041 +frame:4.67e+06 wall_t:2288 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7937 +2026-01-08 13:40:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4582.25 total_reward_ma:4824.67 loss:0.01173 fps:2041 +frame:4.68e+06 wall_t:2293 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.7601 +2026-01-08 13:40:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4668.55 total_reward_ma:4828.83 loss:0.02407 fps:2041 +frame:4.69e+06 wall_t:2298 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.7706 +2026-01-08 13:40:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4602.05 total_reward_ma:4832.58 loss:0.02479 fps:2042 +frame:4.70e+06 wall_t:2302 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.77 +2026-01-08 13:40:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4548.40 total_reward_ma:4834.55 loss:0.04131 fps:2042 +frame:4.71e+06 wall_t:2307 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7261 +2026-01-08 13:40:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4623.20 total_reward_ma:4837.14 loss:0.01464 fps:2042 +frame:4.72e+06 wall_t:2311 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7935 +2026-01-08 13:40:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4651.50 total_reward_ma:4840.14 loss:0.02923 fps:2042 +frame:4.73e+06 wall_t:2316 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.698 +2026-01-08 13:40:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4729.40 total_reward_ma:4842.84 loss:0.02574 fps:2043 +frame:4.74e+06 wall_t:2320 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7452 +2026-01-08 13:40:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4779.85 total_reward_ma:4845.56 loss:0.01904 fps:2043 +frame:4.75e+06 wall_t:2325 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7156 +2026-01-08 13:40:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4705.15 total_reward_ma:4846.95 loss:0.02385 fps:2043 +frame:4.76e+06 wall_t:2330 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.7218 +2026-01-08 13:40:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4683.65 total_reward_ma:4848.13 loss:0.01425 fps:2043 +frame:4.77e+06 wall_t:2335 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.7752 +2026-01-08 13:40:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4697.90 total_reward_ma:4848.61 loss:0.001799 fps:2044 +frame:4.78e+06 wall_t:2339 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.6533 +2026-01-08 13:40:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4762.75 total_reward_ma:4848.77 loss:0.03639 fps:2044 +frame:4.79e+06 wall_t:2343 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7886 +2026-01-08 13:41:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4783.50 total_reward_ma:4848.43 loss:0.04667 fps:2044 +frame:4.80e+06 wall_t:2348 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.7226 +2026-01-08 13:41:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4859.10 total_reward_ma:4848.98 loss:0.02798 fps:2044 +frame:4.81e+06 wall_t:2353 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.777 +2026-01-08 13:41:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4859.95 total_reward_ma:4848.98 loss:0.03083 fps:2044 +frame:4.82e+06 wall_t:2358 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.7453 +2026-01-08 13:41:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4924.05 total_reward_ma:4850.01 loss:0.03482 fps:2045 +frame:4.83e+06 wall_t:2362 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.7144 +2026-01-08 13:41:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4930.65 total_reward_ma:4851.38 loss:0.03469 fps:2045 +frame:4.84e+06 wall_t:2367 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.6874 +2026-01-08 13:41:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4896.15 total_reward_ma:4851.74 loss:0.005937 fps:2045 +frame:4.85e+06 wall_t:2372 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8054 +2026-01-08 13:41:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4896.15 total_reward_ma:4852.66 loss:0.0353 fps:2045 +frame:4.86e+06 wall_t:2376 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7587 +2026-01-08 13:41:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4954.90 total_reward_ma:4854.42 loss:-0.00323 fps:2045 +frame:4.87e+06 wall_t:2381 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8008 +2026-01-08 13:41:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4965.30 total_reward_ma:4856.56 loss:0.0122 fps:2045 +frame:4.88e+06 wall_t:2386 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6953 +2026-01-08 13:41:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4969.80 total_reward_ma:4859.72 loss:0.02105 fps:2045 +frame:4.89e+06 wall_t:2391 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.7055 +2026-01-08 13:41:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5000.40 total_reward_ma:4862.68 loss:0.03584 fps:2045 +frame:4.90e+06 wall_t:2396 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.7937 +2026-01-08 13:41:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4936.55 total_reward_ma:4864.19 loss:0.03851 fps:2045 +frame:4.91e+06 wall_t:2401 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.7281 +2026-01-08 13:41:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4935.35 total_reward_ma:4864.94 loss:0.03918 fps:2045 +frame:4.92e+06 wall_t:2406 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7171 +2026-01-08 13:42:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:4947.30 total_reward_ma:4865.95 loss:0.03376 fps:2046 +frame:4.93e+06 wall_t:2410 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7385 +2026-01-08 13:42:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5029.65 total_reward_ma:4868.07 loss:0.04649 fps:2045 +frame:4.94e+06 wall_t:2416 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7438 +2026-01-08 13:42:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5127.25 total_reward_ma:4871.25 loss:0.02535 fps:2045 +frame:4.95e+06 wall_t:2420 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.719 +2026-01-08 13:42:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5167.15 total_reward_ma:4875.60 loss:0.001588 fps:2045 +frame:4.96e+06 wall_t:2425 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7072 +2026-01-08 13:42:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5176.25 total_reward_ma:4879.79 loss:0.0251 fps:2045 +frame:4.97e+06 wall_t:2430 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7636 +2026-01-08 13:42:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5134.00 total_reward_ma:4883.14 loss:0.02644 fps:2045 +frame:4.98e+06 wall_t:2435 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7268 +2026-01-08 13:42:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5151.25 total_reward_ma:4885.75 loss:0.02551 fps:2045 +frame:4.99e+06 wall_t:2440 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.7879 +2026-01-08 13:42:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5134.35 total_reward_ma:4888.72 loss:0.008917 fps:2045 +frame:5.00e+06 wall_t:2445 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.725 +2026-01-08 13:42:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5134.35 total_reward_ma:4892.50 loss:0.01391 fps:2046 +frame:5.01e+06 wall_t:2449 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.707 +2026-01-08 13:42:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5287.05 total_reward_ma:4897.92 loss:0.02669 fps:2046 +frame:5.02e+06 wall_t:2454 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.8073 +2026-01-08 13:42:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5329.45 total_reward_ma:4903.97 loss:0.005138 fps:2046 +frame:5.03e+06 wall_t:2459 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6818 +2026-01-08 13:42:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5414.80 total_reward_ma:4910.44 loss:0.03822 fps:2046 +frame:5.04e+06 wall_t:2463 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7773 +2026-01-08 13:43:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5326.30 total_reward_ma:4916.04 loss:0.003595 fps:2047 +frame:5.05e+06 wall_t:2467 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7946 +2026-01-08 13:43:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5213.85 total_reward_ma:4920.89 loss:0.03318 fps:2047 +frame:5.06e+06 wall_t:2472 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.707 +2026-01-08 13:43:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5195.65 total_reward_ma:4925.59 loss:0.02547 fps:2047 +frame:5.07e+06 wall_t:2477 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7549 +2026-01-08 13:43:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5160.55 total_reward_ma:4929.32 loss:0.001628 fps:2047 +frame:5.08e+06 wall_t:2482 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.7659 +2026-01-08 13:43:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5238.10 total_reward_ma:4934.32 loss:0.01151 fps:2047 +frame:5.09e+06 wall_t:2486 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7346 +2026-01-08 13:43:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5291.25 total_reward_ma:4939.08 loss:0.005963 fps:2047 +frame:5.10e+06 wall_t:2491 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.7378 +2026-01-08 13:43:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5380.90 total_reward_ma:4945.99 loss:0.02082 fps:2047 +frame:5.11e+06 wall_t:2496 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.725 +2026-01-08 13:43:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5407.90 total_reward_ma:4953.08 loss:0.03536 fps:2047 +frame:5.12e+06 wall_t:2501 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7352 +2026-01-08 13:43:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5515.10 total_reward_ma:4960.95 loss:0.05744 fps:2048 +frame:5.13e+06 wall_t:2505 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.6632 +2026-01-08 13:43:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5509.05 total_reward_ma:4968.64 loss:0.0054 fps:2048 +frame:5.14e+06 wall_t:2510 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7138 +2026-01-08 13:43:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5520.55 total_reward_ma:4976.42 loss:0.05526 fps:2049 +frame:5.15e+06 wall_t:2514 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7099 +2026-01-08 13:43:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5513.40 total_reward_ma:4983.27 loss:0.0283 fps:2048 +frame:5.16e+06 wall_t:2519 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6843 +2026-01-08 13:43:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5471.35 total_reward_ma:4989.06 loss:0.02108 fps:2048 +frame:5.17e+06 wall_t:2524 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.6884 +2026-01-08 13:44:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5379.55 total_reward_ma:4993.66 loss:0.02627 fps:2048 +frame:5.18e+06 wall_t:2529 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.7564 +2026-01-08 13:44:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5291.05 total_reward_ma:4997.50 loss:0.02728 fps:2049 +frame:5.19e+06 wall_t:2533 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7116 +2026-01-08 13:44:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5367.90 total_reward_ma:5002.23 loss:0.03375 fps:2049 +frame:5.20e+06 wall_t:2538 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8044 +2026-01-08 13:44:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5282.55 total_reward_ma:5005.97 loss:0.0009333 fps:2050 +frame:5.21e+06 wall_t:2542 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7241 +2026-01-08 13:44:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5260.25 total_reward_ma:5008.88 loss:0.04769 fps:2050 +frame:5.22e+06 wall_t:2546 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.7192 +2026-01-08 13:44:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5272.35 total_reward_ma:5011.85 loss:0.01599 fps:2050 +frame:5.23e+06 wall_t:2551 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.7281 +2026-01-08 13:44:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5332.85 total_reward_ma:5015.02 loss:0.03395 fps:2050 +frame:5.24e+06 wall_t:2556 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.6998 +2026-01-08 13:44:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5369.45 total_reward_ma:5018.79 loss:0.02655 fps:2050 +frame:5.25e+06 wall_t:2561 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8073 +2026-01-08 13:44:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5395.20 total_reward_ma:5022.56 loss:0.05014 fps:2050 +frame:5.26e+06 wall_t:2566 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7692 +2026-01-08 13:44:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5384.30 total_reward_ma:5025.91 loss:0.02934 fps:2051 +frame:5.27e+06 wall_t:2570 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7365 +2026-01-08 13:44:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5360.05 total_reward_ma:5029.63 loss:0.01375 fps:2050 +frame:5.28e+06 wall_t:2575 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7731 +2026-01-08 13:44:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5394.60 total_reward_ma:5033.46 loss:0.03413 fps:2050 +frame:5.29e+06 wall_t:2580 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.7356 +2026-01-08 13:44:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5356.50 total_reward_ma:5036.43 loss:0.03297 fps:2051 +frame:5.30e+06 wall_t:2584 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.711 +2026-01-08 13:45:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5360.20 total_reward_ma:5040.08 loss:0.0585 fps:2051 +frame:5.31e+06 wall_t:2589 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8076 +2026-01-08 13:45:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5535.05 total_reward_ma:5045.33 loss:0.01381 fps:2052 +frame:5.32e+06 wall_t:2593 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7119 +2026-01-08 13:45:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5531.60 total_reward_ma:5050.37 loss:0.02638 fps:2052 +frame:5.33e+06 wall_t:2598 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.69 +2026-01-08 13:45:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5503.45 total_reward_ma:5054.80 loss:0.01922 fps:2051 +frame:5.34e+06 wall_t:2603 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7436 +2026-01-08 13:45:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5398.80 total_reward_ma:5058.09 loss:0.00855 fps:2051 +frame:5.35e+06 wall_t:2608 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.7708 +2026-01-08 13:45:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5351.10 total_reward_ma:5060.54 loss:0.03633 fps:2051 +frame:5.36e+06 wall_t:2613 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7111 +2026-01-08 13:45:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5314.45 total_reward_ma:5061.40 loss:0.05205 fps:2051 +frame:5.37e+06 wall_t:2618 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7656 +2026-01-08 13:45:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5332.85 total_reward_ma:5062.56 loss:0.01235 fps:2052 +frame:5.38e+06 wall_t:2622 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7438 +2026-01-08 13:45:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5459.85 total_reward_ma:5065.10 loss:0.01496 fps:2052 +frame:5.39e+06 wall_t:2627 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7093 +2026-01-08 13:45:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5486.40 total_reward_ma:5067.79 loss:0.04116 fps:2052 +frame:5.40e+06 wall_t:2632 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6707 +2026-01-08 13:45:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5498.50 total_reward_ma:5071.21 loss:0.01881 fps:2051 +frame:5.41e+06 wall_t:2638 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7664 +2026-01-08 13:45:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5478.75 total_reward_ma:5074.41 loss:0.0271 fps:2051 +frame:5.42e+06 wall_t:2643 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7294 +2026-01-08 13:46:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5462.15 total_reward_ma:5077.81 loss:0.01392 fps:2051 +frame:5.43e+06 wall_t:2648 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7354 +2026-01-08 13:46:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5500.00 total_reward_ma:5081.86 loss:0.004885 fps:2051 +frame:5.44e+06 wall_t:2653 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7296 +2026-01-08 13:46:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5510.65 total_reward_ma:5085.90 loss:0.03522 fps:2050 +frame:5.45e+06 wall_t:2658 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.6608 +2026-01-08 13:46:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5531.35 total_reward_ma:5090.17 loss:0.0219 fps:2050 +frame:5.46e+06 wall_t:2663 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.683 +2026-01-08 13:46:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5505.00 total_reward_ma:5095.24 loss:0.01721 fps:2051 +frame:5.47e+06 wall_t:2667 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.6768 +2026-01-08 13:46:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5396.75 total_reward_ma:5101.20 loss:0.009484 fps:2051 +frame:5.48e+06 wall_t:2672 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7938 +2026-01-08 13:46:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5492.30 total_reward_ma:5108.38 loss:0.03284 fps:2052 +frame:5.49e+06 wall_t:2676 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7355 +2026-01-08 13:46:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5520.50 total_reward_ma:5115.79 loss:0.01452 fps:2051 +frame:5.50e+06 wall_t:2681 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.7208 +2026-01-08 13:46:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5589.65 total_reward_ma:5123.40 loss:0.0249 fps:2051 +frame:5.51e+06 wall_t:2686 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.6416 +2026-01-08 13:46:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5589.65 total_reward_ma:5131.16 loss:0.02273 fps:2052 +frame:5.52e+06 wall_t:2690 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.6981 +2026-01-08 13:46:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5556.80 total_reward_ma:5138.13 loss:0.06098 fps:2052 +frame:5.53e+06 wall_t:2695 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.738 +2026-01-08 13:46:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5806.70 total_reward_ma:5147.40 loss:0.03514 fps:2053 +frame:5.54e+06 wall_t:2699 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8081 +2026-01-08 13:46:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5865.75 total_reward_ma:5158.56 loss:0.02257 fps:2053 +frame:5.55e+06 wall_t:2704 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.81 +2026-01-08 13:47:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6004.95 total_reward_ma:5170.26 loss:0.01634 fps:2053 +frame:5.56e+06 wall_t:2708 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.7916 +2026-01-08 13:47:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6004.05 total_reward_ma:5182.34 loss:0.0006069 fps:2053 +frame:5.57e+06 wall_t:2713 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7186 +2026-01-08 13:47:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5942.80 total_reward_ma:5194.91 loss:0.0187 fps:2053 +frame:5.58e+06 wall_t:2718 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7289 +2026-01-08 13:47:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5931.70 total_reward_ma:5206.41 loss:0.01784 fps:2052 +frame:5.59e+06 wall_t:2724 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7432 +2026-01-08 13:47:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5895.90 total_reward_ma:5217.59 loss:0.02279 fps:2053 +frame:5.60e+06 wall_t:2728 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7573 +2026-01-08 13:47:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5909.05 total_reward_ma:5229.06 loss:0.01515 fps:2053 +frame:5.61e+06 wall_t:2733 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7584 +2026-01-08 13:47:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5937.60 total_reward_ma:5240.64 loss:0.02416 fps:2053 +frame:5.62e+06 wall_t:2738 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7432 +2026-01-08 13:47:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6018.80 total_reward_ma:5253.45 loss:0.01589 fps:2052 +frame:5.63e+06 wall_t:2743 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.6937 +2026-01-08 13:47:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6068.80 total_reward_ma:5266.73 loss:0.01148 fps:2053 +frame:5.64e+06 wall_t:2747 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.728 +2026-01-08 13:47:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6106.60 total_reward_ma:5279.74 loss:0.03428 fps:2053 +frame:5.65e+06 wall_t:2752 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7152 +2026-01-08 13:47:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6053.30 total_reward_ma:5292.67 loss:0.02468 fps:2054 +frame:5.66e+06 wall_t:2756 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.6886 +2026-01-08 13:47:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5996.30 total_reward_ma:5306.18 loss:0.03121 fps:2054 +frame:5.67e+06 wall_t:2761 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.8387 +2026-01-08 13:47:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5948.70 total_reward_ma:5319.84 loss:0.02823 fps:2054 +frame:5.68e+06 wall_t:2766 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7272 +2026-01-08 13:48:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5961.30 total_reward_ma:5332.77 loss:0.03101 fps:2054 +frame:5.69e+06 wall_t:2770 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.7077 +2026-01-08 13:48:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5945.40 total_reward_ma:5346.21 loss:0.04622 fps:2054 +frame:5.70e+06 wall_t:2775 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.771 +2026-01-08 13:48:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6033.05 total_reward_ma:5361.05 loss:0.02898 fps:2054 +frame:5.71e+06 wall_t:2780 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7623 +2026-01-08 13:48:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6158.45 total_reward_ma:5376.40 loss:0.0133 fps:2055 +frame:5.72e+06 wall_t:2784 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7175 +2026-01-08 13:48:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6210.65 total_reward_ma:5392.00 loss:-0.003964 fps:2054 +frame:5.73e+06 wall_t:2789 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7531 +2026-01-08 13:48:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6318.05 total_reward_ma:5407.88 loss:0.01473 fps:2054 +frame:5.74e+06 wall_t:2794 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7525 +2026-01-08 13:48:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6384.65 total_reward_ma:5423.93 loss:0.02626 fps:2055 +frame:5.75e+06 wall_t:2798 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7985 +2026-01-08 13:48:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6384.65 total_reward_ma:5440.73 loss:0.04026 fps:2055 +frame:5.76e+06 wall_t:2803 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.8272 +2026-01-08 13:48:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6342.40 total_reward_ma:5457.31 loss:0.05596 fps:2055 +frame:5.77e+06 wall_t:2808 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.7752 +2026-01-08 13:48:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6377.90 total_reward_ma:5474.11 loss:0.01138 fps:2055 +frame:5.78e+06 wall_t:2813 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7561 +2026-01-08 13:48:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6402.20 total_reward_ma:5490.51 loss:0.04136 fps:2055 +frame:5.79e+06 wall_t:2818 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.6636 +2026-01-08 13:48:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6452.60 total_reward_ma:5507.20 loss:0.0266 fps:2055 +frame:5.80e+06 wall_t:2822 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.788 +2026-01-08 13:49:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6400.65 total_reward_ma:5522.61 loss:0.02225 fps:2056 +frame:5.81e+06 wall_t:2826 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.774 +2026-01-08 13:49:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6440.40 total_reward_ma:5538.42 loss:0.03032 fps:2056 +frame:5.82e+06 wall_t:2831 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.8076 +2026-01-08 13:49:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6446.95 total_reward_ma:5553.65 loss:0.001674 fps:2056 +frame:5.83e+06 wall_t:2836 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.789 +2026-01-08 13:49:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6439.90 total_reward_ma:5568.74 loss:0.04538 fps:2056 +frame:5.84e+06 wall_t:2841 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.836 +2026-01-08 13:49:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6479.05 total_reward_ma:5584.57 loss:0.03897 fps:2056 +frame:5.85e+06 wall_t:2846 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7583 +2026-01-08 13:49:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6467.70 total_reward_ma:5600.28 loss:0.03909 fps:2055 +frame:5.86e+06 wall_t:2851 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.779 +2026-01-08 13:49:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6334.20 total_reward_ma:5614.08 loss:0.01486 fps:2055 +frame:5.87e+06 wall_t:2856 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7608 +2026-01-08 13:49:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6284.00 total_reward_ma:5627.26 loss:0.04325 fps:2056 +frame:5.88e+06 wall_t:2860 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.7875 +2026-01-08 13:49:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6299.50 total_reward_ma:5640.56 loss:0.03974 fps:2057 +frame:5.89e+06 wall_t:2864 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.7287 +2026-01-08 13:49:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6298.25 total_reward_ma:5653.54 loss:0.03162 fps:2056 +frame:5.90e+06 wall_t:2869 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7371 +2026-01-08 13:49:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6271.40 total_reward_ma:5666.89 loss:0.03434 fps:2056 +frame:5.91e+06 wall_t:2874 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7731 +2026-01-08 13:49:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6147.50 total_reward_ma:5679.01 loss:0.03917 fps:2057 +frame:5.92e+06 wall_t:2878 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7651 +2026-01-08 13:49:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6181.05 total_reward_ma:5691.35 loss:0.02255 fps:2057 +frame:5.93e+06 wall_t:2883 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.8117 +2026-01-08 13:50:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6218.95 total_reward_ma:5703.24 loss:0.01963 fps:2057 +frame:5.94e+06 wall_t:2888 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7641 +2026-01-08 13:50:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6178.25 total_reward_ma:5713.75 loss:0.03904 fps:2057 +frame:5.95e+06 wall_t:2893 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.7897 +2026-01-08 13:50:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6169.80 total_reward_ma:5723.78 loss:-0.004614 fps:2057 +frame:5.96e+06 wall_t:2897 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7328 +2026-01-08 13:50:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6161.90 total_reward_ma:5733.63 loss:0.02528 fps:2057 +frame:5.97e+06 wall_t:2902 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7395 +2026-01-08 13:50:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6048.90 total_reward_ma:5742.78 loss:0.05369 fps:2058 +frame:5.98e+06 wall_t:2906 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.7138 +2026-01-08 13:50:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5978.20 total_reward_ma:5751.05 loss:0.02826 fps:2058 +frame:5.99e+06 wall_t:2911 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7387 +2026-01-08 13:50:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5991.70 total_reward_ma:5759.62 loss:0.02752 fps:2058 +frame:6.00e+06 wall_t:2916 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7574 +2026-01-08 13:50:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5991.70 total_reward_ma:5768.20 loss:0.01916 fps:2058 +frame:6.01e+06 wall_t:2921 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.6698 +2026-01-08 13:50:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:5957.45 total_reward_ma:5774.90 loss:0.01065 fps:2057 +frame:6.02e+06 wall_t:2926 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7076 +2026-01-08 13:50:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6059.45 total_reward_ma:5782.20 loss:0.04137 fps:2058 +frame:6.03e+06 wall_t:2930 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7829 +2026-01-08 13:50:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6189.50 total_reward_ma:5789.95 loss:0.03713 fps:2058 +frame:6.04e+06 wall_t:2935 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.6967 +2026-01-08 13:50:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6210.05 total_reward_ma:5798.79 loss:0.0169 fps:2058 +frame:6.05e+06 wall_t:2940 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7417 +2026-01-08 13:50:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6254.55 total_reward_ma:5809.19 loss:0.02247 fps:2058 +frame:6.06e+06 wall_t:2944 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7007 +2026-01-08 13:51:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6245.55 total_reward_ma:5819.69 loss:0.002337 fps:2058 +frame:6.07e+06 wall_t:2949 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7149 +2026-01-08 13:51:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6245.55 total_reward_ma:5830.54 loss:0.02003 fps:2058 +frame:6.08e+06 wall_t:2954 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5974 +2026-01-08 13:51:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6256.95 total_reward_ma:5840.73 loss:0.02244 fps:2058 +frame:6.09e+06 wall_t:2959 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.6624 +2026-01-08 13:51:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6292.30 total_reward_ma:5850.74 loss:0.01907 fps:2058 +frame:6.10e+06 wall_t:2964 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.6551 +2026-01-08 13:51:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6289.10 total_reward_ma:5859.82 loss:0.0378 fps:2059 +frame:6.11e+06 wall_t:2968 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.6932 +2026-01-08 13:51:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6323.30 total_reward_ma:5868.98 loss:0.04451 fps:2059 +frame:6.12e+06 wall_t:2973 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7165 +2026-01-08 13:51:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6292.20 total_reward_ma:5876.75 loss:0.04367 fps:2058 +frame:6.13e+06 wall_t:2978 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7206 +2026-01-08 13:51:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6338.45 total_reward_ma:5885.04 loss:0.03922 fps:2058 +frame:6.14e+06 wall_t:2983 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7146 +2026-01-08 13:51:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6341.05 total_reward_ma:5893.25 loss:0.06644 fps:2059 +frame:6.15e+06 wall_t:2987 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6805 +2026-01-08 13:51:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6398.20 total_reward_ma:5902.10 loss:0.01707 fps:2059 +frame:6.16e+06 wall_t:2992 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.6776 +2026-01-08 13:51:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6451.00 total_reward_ma:5911.89 loss:0.04385 fps:2058 +frame:6.17e+06 wall_t:2998 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.6911 +2026-01-08 13:51:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6533.75 total_reward_ma:5923.44 loss:0.03345 fps:2058 +frame:6.18e+06 wall_t:3003 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6562 +2026-01-08 13:52:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6547.30 total_reward_ma:5936.00 loss:0.03056 fps:2058 +frame:6.19e+06 wall_t:3008 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.708 +2026-01-08 13:52:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6534.75 total_reward_ma:5947.67 loss:0.02289 fps:2058 +frame:6.20e+06 wall_t:3012 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.6929 +2026-01-08 13:52:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6579.75 total_reward_ma:5960.64 loss:0.02263 fps:2058 +frame:6.21e+06 wall_t:3017 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.6706 +2026-01-08 13:52:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6561.10 total_reward_ma:5973.65 loss:0.03634 fps:2058 +frame:6.22e+06 wall_t:3022 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.6918 +2026-01-08 13:52:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6626.05 total_reward_ma:5987.18 loss:0.04551 fps:2059 +frame:6.23e+06 wall_t:3026 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.693 +2026-01-08 13:52:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6667.85 total_reward_ma:6000.53 loss:0.01556 fps:2059 +frame:6.24e+06 wall_t:3031 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.652 +2026-01-08 13:52:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6715.65 total_reward_ma:6014.00 loss:0.001927 fps:2059 +frame:6.25e+06 wall_t:3036 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.6411 +2026-01-08 13:52:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6799.05 total_reward_ma:6028.03 loss:0.02602 fps:2059 +frame:6.26e+06 wall_t:3041 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.6507 +2026-01-08 13:52:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6799.05 total_reward_ma:6042.18 loss:0.03042 fps:2058 +frame:6.27e+06 wall_t:3046 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7662 +2026-01-08 13:52:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6923.55 total_reward_ma:6057.82 loss:0.02096 fps:2059 +frame:6.28e+06 wall_t:3050 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7235 +2026-01-08 13:52:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6923.55 total_reward_ma:6073.11 loss:0.01087 fps:2059 +frame:6.29e+06 wall_t:3055 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6504 +2026-01-08 13:52:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6918.75 total_reward_ma:6088.73 loss:0.02383 fps:2059 +frame:6.30e+06 wall_t:3060 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7367 +2026-01-08 13:52:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:6959.40 total_reward_ma:6104.72 loss:0.0278 fps:2059 +frame:6.31e+06 wall_t:3064 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7665 +2026-01-08 13:53:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7043.05 total_reward_ma:6119.80 loss:0.02779 fps:2060 +frame:6.32e+06 wall_t:3068 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7298 +2026-01-08 13:53:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7047.85 total_reward_ma:6134.96 loss:0.01065 fps:2060 +frame:6.33e+06 wall_t:3073 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6919 +2026-01-08 13:53:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7090.65 total_reward_ma:6150.83 loss:0.03716 fps:2060 +frame:6.34e+06 wall_t:3078 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.677 +2026-01-08 13:53:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7146.50 total_reward_ma:6168.31 loss:0.01166 fps:2060 +frame:6.35e+06 wall_t:3082 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.6648 +2026-01-08 13:53:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7182.20 total_reward_ma:6186.62 loss:0.02281 fps:2060 +frame:6.36e+06 wall_t:3087 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6361 +2026-01-08 13:53:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7257.15 total_reward_ma:6206.05 loss:0.02247 fps:2060 +frame:6.37e+06 wall_t:3092 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6959 +2026-01-08 13:53:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7293.15 total_reward_ma:6225.65 loss:0.01595 fps:2061 +frame:6.38e+06 wall_t:3096 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7617 +2026-01-08 13:53:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7371.85 total_reward_ma:6244.77 loss:0.02831 fps:2061 +frame:6.39e+06 wall_t:3101 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7184 +2026-01-08 13:53:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7430.65 total_reward_ma:6264.21 loss:0.01215 fps:2060 +frame:6.40e+06 wall_t:3107 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7196 +2026-01-08 13:53:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7428.90 total_reward_ma:6283.52 loss:0.004304 fps:2060 +frame:6.41e+06 wall_t:3111 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.7013 +2026-01-08 13:53:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7458.70 total_reward_ma:6303.32 loss:0.02875 fps:2060 +frame:6.42e+06 wall_t:3116 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6827 +2026-01-08 13:53:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7458.70 total_reward_ma:6323.28 loss:0.04747 fps:2060 +frame:6.43e+06 wall_t:3121 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.665 +2026-01-08 13:53:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7398.30 total_reward_ma:6342.27 loss:0.0504 fps:2061 +frame:6.44e+06 wall_t:3125 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6927 +2026-01-08 13:54:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7375.90 total_reward_ma:6360.92 loss:0.0351 fps:2061 +frame:6.45e+06 wall_t:3130 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.6818 +2026-01-08 13:54:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7421.90 total_reward_ma:6379.82 loss:0.0567 fps:2061 +frame:6.46e+06 wall_t:3134 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6452 +2026-01-08 13:54:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7372.00 total_reward_ma:6398.50 loss:0.02128 fps:2061 +frame:6.47e+06 wall_t:3139 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.6136 +2026-01-08 13:54:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7389.30 total_reward_ma:6418.42 loss:0.05747 fps:2061 +frame:6.48e+06 wall_t:3144 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6594 +2026-01-08 13:54:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7378.90 total_reward_ma:6437.29 loss:0.01754 fps:2062 +frame:6.49e+06 wall_t:3148 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.601 +2026-01-08 13:54:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7385.65 total_reward_ma:6455.94 loss:0.03484 fps:2062 +frame:6.50e+06 wall_t:3153 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7343 +2026-01-08 13:54:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7399.15 total_reward_ma:6474.03 loss:0.03804 fps:2061 +frame:6.51e+06 wall_t:3158 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.6612 +2026-01-08 13:54:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7487.05 total_reward_ma:6493.01 loss:0.02415 fps:2062 +frame:6.52e+06 wall_t:3162 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7341 +2026-01-08 13:54:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7456.70 total_reward_ma:6512.01 loss:0.04289 fps:2062 +frame:6.53e+06 wall_t:3167 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.6246 +2026-01-08 13:54:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7432.45 total_reward_ma:6528.26 loss:0.03162 fps:2062 +frame:6.54e+06 wall_t:3172 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.6472 +2026-01-08 13:54:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7454.70 total_reward_ma:6544.15 loss:0.0288 fps:2062 +frame:6.55e+06 wall_t:3177 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.661 +2026-01-08 13:54:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7375.45 total_reward_ma:6557.86 loss:0.01854 fps:2062 +frame:6.56e+06 wall_t:3182 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.6727 +2026-01-08 13:55:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7388.00 total_reward_ma:6571.70 loss:0.04198 fps:2061 +frame:6.57e+06 wall_t:3187 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.6284 +2026-01-08 13:55:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7336.55 total_reward_ma:6585.64 loss:0.03508 fps:2062 +frame:6.58e+06 wall_t:3191 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.6924 +2026-01-08 13:55:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7327.60 total_reward_ma:6599.60 loss:0.03042 fps:2061 +frame:6.59e+06 wall_t:3197 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.6904 +2026-01-08 13:55:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7353.35 total_reward_ma:6614.17 loss:0.02687 fps:2061 +frame:6.60e+06 wall_t:3202 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.7125 +2026-01-08 13:55:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7258.00 total_reward_ma:6627.66 loss:0.02406 fps:2061 +frame:6.61e+06 wall_t:3207 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:55:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7258.00 total_reward_ma:6640.86 loss:0.03868 fps:2061 +frame:6.62e+06 wall_t:3212 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.6143 +2026-01-08 13:55:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7305.95 total_reward_ma:6653.73 loss:0.05273 fps:2061 +frame:6.63e+06 wall_t:3217 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.6596 +2026-01-08 13:55:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7322.20 total_reward_ma:6666.27 loss:0.02663 fps:2061 +frame:6.64e+06 wall_t:3222 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.6696 +2026-01-08 13:55:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7330.45 total_reward_ma:6678.51 loss:0.0442 fps:2061 +frame:6.65e+06 wall_t:3227 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.6854 +2026-01-08 13:55:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7287.00 total_reward_ma:6690.84 loss:0.00941 fps:2061 +frame:6.66e+06 wall_t:3231 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7105 +2026-01-08 13:55:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7365.55 total_reward_ma:6704.54 loss:0.02808 fps:2062 +frame:6.67e+06 wall_t:3235 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.6496 +2026-01-08 13:55:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7288.90 total_reward_ma:6717.94 loss:0.05759 fps:2062 +frame:6.68e+06 wall_t:3240 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.6889 +2026-01-08 13:55:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7302.30 total_reward_ma:6731.35 loss:0.02101 fps:2062 +frame:6.69e+06 wall_t:3245 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.666 +2026-01-08 13:56:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7248.45 total_reward_ma:6744.38 loss:0.03749 fps:2062 +frame:6.70e+06 wall_t:3249 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7107 +2026-01-08 13:56:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7228.55 total_reward_ma:6756.33 loss:0.03207 fps:2062 +frame:6.71e+06 wall_t:3254 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7219 +2026-01-08 13:56:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7354.00 total_reward_ma:6768.29 loss:0.02115 fps:2062 +frame:6.72e+06 wall_t:3259 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.7394 +2026-01-08 13:56:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7365.50 total_reward_ma:6779.84 loss:0.0435 fps:2063 +frame:6.73e+06 wall_t:3263 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.761 +2026-01-08 13:56:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7282.60 total_reward_ma:6789.48 loss:0.02368 fps:2062 +frame:6.74e+06 wall_t:3268 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6655 +2026-01-08 13:56:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7358.65 total_reward_ma:6799.22 loss:0.008317 fps:2063 +frame:6.75e+06 wall_t:3272 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7278 +2026-01-08 13:56:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7323.60 total_reward_ma:6808.61 loss:0.02872 fps:2063 +frame:6.76e+06 wall_t:3277 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.662 +2026-01-08 13:56:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7322.95 total_reward_ma:6818.42 loss:0.006713 fps:2063 +frame:6.77e+06 wall_t:3282 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.6632 +2026-01-08 13:56:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7299.40 total_reward_ma:6827.63 loss:0.03641 fps:2063 +frame:6.78e+06 wall_t:3287 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6597 +2026-01-08 13:56:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7363.85 total_reward_ma:6837.25 loss:0.03697 fps:2063 +frame:6.79e+06 wall_t:3292 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.6568 +2026-01-08 13:56:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7458.65 total_reward_ma:6847.31 loss:0.02563 fps:2063 +frame:6.80e+06 wall_t:3296 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7151 +2026-01-08 13:56:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7442.05 total_reward_ma:6857.72 loss:0.04468 fps:2063 +frame:6.81e+06 wall_t:3301 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.6535 +2026-01-08 13:56:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7517.35 total_reward_ma:6868.49 loss:0.02351 fps:2064 +frame:6.82e+06 wall_t:3305 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.6366 +2026-01-08 13:57:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7550.05 total_reward_ma:6879.52 loss:0.03062 fps:2063 +frame:6.83e+06 wall_t:3310 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.6701 +2026-01-08 13:57:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7550.90 total_reward_ma:6890.63 loss:0.02484 fps:2063 +frame:6.84e+06 wall_t:3315 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.6551 +2026-01-08 13:57:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7544.80 total_reward_ma:6901.29 loss:0.03559 fps:2064 +frame:6.85e+06 wall_t:3319 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.6182 +2026-01-08 13:57:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7529.20 total_reward_ma:6911.91 loss:0.02484 fps:2064 +frame:6.86e+06 wall_t:3324 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.6613 +2026-01-08 13:57:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7524.95 total_reward_ma:6923.81 loss:0.02365 fps:2064 +frame:6.87e+06 wall_t:3329 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.663 +2026-01-08 13:57:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7586.30 total_reward_ma:6936.84 loss:0.03317 fps:2064 +frame:6.88e+06 wall_t:3334 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6026 +2026-01-08 13:57:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7603.95 total_reward_ma:6949.88 loss:0.03179 fps:2063 +frame:6.89e+06 wall_t:3339 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.631 +2026-01-08 13:57:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7582.95 total_reward_ma:6962.73 loss:0.04328 fps:2064 +frame:6.90e+06 wall_t:3343 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7274 +2026-01-08 13:57:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7690.60 total_reward_ma:6976.92 loss:0.04051 fps:2064 +frame:6.91e+06 wall_t:3348 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.6488 +2026-01-08 13:57:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7645.40 total_reward_ma:6991.90 loss:0.0167 fps:2064 +frame:6.92e+06 wall_t:3352 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6146 +2026-01-08 13:57:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7621.20 total_reward_ma:7006.30 loss:0.0462 fps:2064 +frame:6.93e+06 wall_t:3358 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.6383 +2026-01-08 13:57:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7531.30 total_reward_ma:7019.42 loss:0.03854 fps:2064 +frame:6.94e+06 wall_t:3363 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6012 +2026-01-08 13:58:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7614.40 total_reward_ma:7033.79 loss:0.0245 fps:2064 +frame:6.95e+06 wall_t:3368 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6663 +2026-01-08 13:58:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7613.35 total_reward_ma:7048.22 loss:0.04167 fps:2063 +frame:6.96e+06 wall_t:3373 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6891 +2026-01-08 13:58:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7621.60 total_reward_ma:7062.82 loss:0.01529 fps:2063 +frame:6.97e+06 wall_t:3378 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6859 +2026-01-08 13:58:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7711.40 total_reward_ma:7079.44 loss:0.02407 fps:2063 +frame:6.98e+06 wall_t:3383 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6813 +2026-01-08 13:58:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7800.00 total_reward_ma:7097.66 loss:0.0409 fps:2063 +frame:6.99e+06 wall_t:3388 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6976 +2026-01-08 13:58:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7798.50 total_reward_ma:7115.73 loss:0.03872 fps:2064 +frame:7.00e+06 wall_t:3392 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6149 +2026-01-08 13:58:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7825.30 total_reward_ma:7134.07 loss:0.0007295 fps:2064 +frame:7.01e+06 wall_t:3397 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.7066 +2026-01-08 13:58:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7963.15 total_reward_ma:7154.12 loss:0.02427 fps:2064 +frame:7.02e+06 wall_t:3401 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7185 +2026-01-08 13:58:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7925.00 total_reward_ma:7172.78 loss:0.00376 fps:2064 +frame:7.03e+06 wall_t:3406 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6472 +2026-01-08 13:58:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7951.80 total_reward_ma:7190.40 loss:0.02011 fps:2065 +frame:7.04e+06 wall_t:3410 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:58:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7974.85 total_reward_ma:7208.05 loss:0.02241 fps:2064 +frame:7.05e+06 wall_t:3416 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6739 +2026-01-08 13:58:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7983.15 total_reward_ma:7225.34 loss:0.02242 fps:2064 +frame:7.06e+06 wall_t:3420 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6251 +2026-01-08 13:58:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8039.35 total_reward_ma:7243.27 loss:0.01029 fps:2064 +frame:7.07e+06 wall_t:3425 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.621 +2026-01-08 13:59:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7999.00 total_reward_ma:7260.81 loss:0.01794 fps:2064 +frame:7.08e+06 wall_t:3430 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.6551 +2026-01-08 13:59:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:7999.00 total_reward_ma:7278.23 loss:0.02015 fps:2065 +frame:7.09e+06 wall_t:3434 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.649 +2026-01-08 13:59:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8110.95 total_reward_ma:7296.42 loss:0.0233 fps:2065 +frame:7.10e+06 wall_t:3439 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7062 +2026-01-08 13:59:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8088.50 total_reward_ma:7314.41 loss:0.02933 fps:2065 +frame:7.11e+06 wall_t:3443 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7323 +2026-01-08 13:59:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8120.80 total_reward_ma:7332.38 loss:0.03451 fps:2065 +frame:7.12e+06 wall_t:3448 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6611 +2026-01-08 13:59:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8147.90 total_reward_ma:7350.94 loss:0.02012 fps:2065 +frame:7.13e+06 wall_t:3453 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6742 +2026-01-08 13:59:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8213.70 total_reward_ma:7369.69 loss:0.03364 fps:2065 +frame:7.14e+06 wall_t:3458 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.6936 +2026-01-08 13:59:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8201.35 total_reward_ma:7388.30 loss:0.03183 fps:2065 +frame:7.15e+06 wall_t:3463 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6487 +2026-01-08 13:59:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8201.35 total_reward_ma:7406.33 loss:0.02044 fps:2065 +frame:7.16e+06 wall_t:3467 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.6152 +2026-01-08 13:59:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8254.50 total_reward_ma:7424.36 loss:0.04263 fps:2066 +frame:7.17e+06 wall_t:3471 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.6679 +2026-01-08 13:59:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8451.00 total_reward_ma:7443.54 loss:0.02228 fps:2066 +frame:7.18e+06 wall_t:3476 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.7068 +2026-01-08 13:59:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8471.90 total_reward_ma:7462.78 loss:0.02819 fps:2065 +frame:7.19e+06 wall_t:3481 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6697 +2026-01-08 13:59:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8504.70 total_reward_ma:7482.48 loss:0.02443 fps:2065 +frame:7.20e+06 wall_t:3486 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.6394 +2026-01-08 14:00:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8541.55 total_reward_ma:7502.10 loss:0.04238 fps:2065 +frame:7.21e+06 wall_t:3491 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.58 +2026-01-08 14:00:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8550.40 total_reward_ma:7521.99 loss:0.05182 fps:2065 +frame:7.22e+06 wall_t:3496 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6294 +2026-01-08 14:00:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8751.90 total_reward_ma:7543.25 loss:0.02182 fps:2065 +frame:7.23e+06 wall_t:3501 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6066 +2026-01-08 14:00:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8702.35 total_reward_ma:7563.60 loss:0.03326 fps:2065 +frame:7.24e+06 wall_t:3506 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.6614 +2026-01-08 14:00:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8705.80 total_reward_ma:7583.50 loss:0.02961 fps:2065 +frame:7.25e+06 wall_t:3511 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.6975 +2026-01-08 14:00:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8797.70 total_reward_ma:7603.48 loss:0.03554 fps:2065 +frame:7.26e+06 wall_t:3516 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.6358 +2026-01-08 14:00:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8788.85 total_reward_ma:7623.38 loss:0.03784 fps:2065 +frame:7.27e+06 wall_t:3520 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6014 +2026-01-08 14:00:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8787.95 total_reward_ma:7642.03 loss:0.03315 fps:2065 +frame:7.28e+06 wall_t:3525 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6418 +2026-01-08 14:00:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8787.95 total_reward_ma:7660.67 loss:0.02134 fps:2065 +frame:7.29e+06 wall_t:3530 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6614 +2026-01-08 14:00:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8818.85 total_reward_ma:7679.67 loss:0.03225 fps:2065 +frame:7.30e+06 wall_t:3535 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7195 +2026-01-08 14:00:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8863.35 total_reward_ma:7698.71 loss:0.04638 fps:2066 +frame:7.31e+06 wall_t:3539 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7024 +2026-01-08 14:00:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8867.90 total_reward_ma:7716.96 loss:0.01568 fps:2065 +frame:7.32e+06 wall_t:3545 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6699 +2026-01-08 14:01:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8896.80 total_reward_ma:7735.45 loss:0.02541 fps:2065 +frame:7.33e+06 wall_t:3550 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6233 +2026-01-08 14:01:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8879.30 total_reward_ma:7753.33 loss:0.06024 fps:2065 +frame:7.34e+06 wall_t:3554 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6432 +2026-01-08 14:01:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8938.65 total_reward_ma:7771.26 loss:0.02348 fps:2065 +frame:7.35e+06 wall_t:3559 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.7324 +2026-01-08 14:01:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8968.60 total_reward_ma:7789.12 loss:0.02062 fps:2066 +frame:7.36e+06 wall_t:3563 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.7139 +2026-01-08 14:01:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9007.85 total_reward_ma:7806.63 loss:0.02237 fps:2066 +frame:7.37e+06 wall_t:3568 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.6565 +2026-01-08 14:01:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9157.00 total_reward_ma:7825.27 loss:0.01342 fps:2065 +frame:7.38e+06 wall_t:3573 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6309 +2026-01-08 14:01:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9159.70 total_reward_ma:7843.14 loss:0.02801 fps:2065 +frame:7.39e+06 wall_t:3578 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6404 +2026-01-08 14:01:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9145.40 total_reward_ma:7860.29 loss:0.04526 fps:2066 +frame:7.40e+06 wall_t:3582 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.7111 +2026-01-08 14:01:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9249.95 total_reward_ma:7878.50 loss:0.05961 fps:2066 +frame:7.41e+06 wall_t:3587 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.6681 +2026-01-08 14:01:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9259.00 total_reward_ma:7896.50 loss:0.04611 fps:2066 +frame:7.42e+06 wall_t:3592 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6298 +2026-01-08 14:01:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9339.90 total_reward_ma:7915.32 loss:0.04101 fps:2066 +frame:7.43e+06 wall_t:3596 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.6902 +2026-01-08 14:01:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9214.65 total_reward_ma:7933.48 loss:0.06734 fps:2067 +frame:7.44e+06 wall_t:3600 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.6398 +2026-01-08 14:01:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9229.70 total_reward_ma:7952.02 loss:0.01591 fps:2067 +frame:7.45e+06 wall_t:3605 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.6216 +2026-01-08 14:02:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9241.65 total_reward_ma:7970.21 loss:0.02447 fps:2066 +frame:7.46e+06 wall_t:3610 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6033 +2026-01-08 14:02:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9176.90 total_reward_ma:7988.26 loss:0.02721 fps:2067 +frame:7.47e+06 wall_t:3614 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.721 +2026-01-08 14:02:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9223.05 total_reward_ma:8006.60 loss:0.01789 fps:2067 +frame:7.48e+06 wall_t:3619 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.6959 +2026-01-08 14:02:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9192.50 total_reward_ma:8024.74 loss:0.03451 fps:2067 +frame:7.49e+06 wall_t:3624 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7175 +2026-01-08 14:02:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9295.55 total_reward_ma:8043.84 loss:0.02872 fps:2067 +frame:7.50e+06 wall_t:3629 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6384 +2026-01-08 14:02:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9295.55 total_reward_ma:8062.80 loss:0.03635 fps:2067 +frame:7.51e+06 wall_t:3633 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.674 +2026-01-08 14:02:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9355.35 total_reward_ma:8081.48 loss:0.0331 fps:2068 +frame:7.52e+06 wall_t:3637 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6707 +2026-01-08 14:02:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9388.75 total_reward_ma:8100.81 loss:0.006374 fps:2068 +frame:7.53e+06 wall_t:3642 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6575 +2026-01-08 14:02:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9288.10 total_reward_ma:8119.36 loss:0.03604 fps:2067 +frame:7.54e+06 wall_t:3647 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.677 +2026-01-08 14:02:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9308.90 total_reward_ma:8137.90 loss:0.0136 fps:2067 +frame:7.55e+06 wall_t:3652 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6704 +2026-01-08 14:02:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9278.65 total_reward_ma:8156.94 loss:0.0181 fps:2067 +frame:7.56e+06 wall_t:3657 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6457 +2026-01-08 14:02:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9205.70 total_reward_ma:8175.11 loss:0.04587 fps:2067 +frame:7.57e+06 wall_t:3662 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6496 +2026-01-08 14:03:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9138.20 total_reward_ma:8193.13 loss:0.02239 fps:2067 +frame:7.58e+06 wall_t:3667 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6447 +2026-01-08 14:03:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9037.00 total_reward_ma:8210.22 loss:0.04724 fps:2068 +frame:7.59e+06 wall_t:3671 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6399 +2026-01-08 14:03:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8886.35 total_reward_ma:8225.55 loss:0.03644 fps:2067 +frame:7.60e+06 wall_t:3676 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6626 +2026-01-08 14:03:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8890.45 total_reward_ma:8241.88 loss:0.02175 fps:2067 +frame:7.61e+06 wall_t:3681 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6395 +2026-01-08 14:03:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8847.10 total_reward_ma:8257.77 loss:0.06279 fps:2067 +frame:7.62e+06 wall_t:3686 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.5562 +2026-01-08 14:03:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8808.05 total_reward_ma:8272.79 loss:0.04516 fps:2067 +frame:7.63e+06 wall_t:3691 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.6121 +2026-01-08 14:03:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8759.75 total_reward_ma:8287.17 loss:0.0184 fps:2068 +frame:7.64e+06 wall_t:3695 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.631 +2026-01-08 14:03:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8499.20 total_reward_ma:8298.85 loss:0.04022 fps:2068 +frame:7.65e+06 wall_t:3700 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6245 +2026-01-08 14:03:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8558.55 total_reward_ma:8311.57 loss:0.02563 fps:2068 +frame:7.66e+06 wall_t:3704 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6467 +2026-01-08 14:03:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8533.95 total_reward_ma:8323.25 loss:0.04242 fps:2068 +frame:7.67e+06 wall_t:3709 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6294 +2026-01-08 14:03:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8480.30 total_reward_ma:8335.17 loss:0.04462 fps:2068 +frame:7.68e+06 wall_t:3714 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.6072 +2026-01-08 14:03:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8484.15 total_reward_ma:8346.98 loss:0.0239 fps:2068 +frame:7.69e+06 wall_t:3718 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6474 +2026-01-08 14:03:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8621.55 total_reward_ma:8360.71 loss:0.05369 fps:2068 +frame:7.70e+06 wall_t:3723 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.7277 +2026-01-08 14:04:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8586.90 total_reward_ma:8374.30 loss:0.04932 fps:2069 +frame:7.71e+06 wall_t:3727 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6168 +2026-01-08 14:04:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8505.50 total_reward_ma:8385.81 loss:0.02447 fps:2069 +frame:7.72e+06 wall_t:3731 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6619 +2026-01-08 14:04:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8448.80 total_reward_ma:8396.65 loss:0.02897 fps:2069 +frame:7.73e+06 wall_t:3736 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6524 +2026-01-08 14:04:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8448.80 total_reward_ma:8408.31 loss:0.04558 fps:2070 +frame:7.74e+06 wall_t:3740 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.598 +2026-01-08 14:04:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8461.90 total_reward_ma:8419.34 loss:0.04217 fps:2069 +frame:7.75e+06 wall_t:3745 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6447 +2026-01-08 14:04:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8444.15 total_reward_ma:8430.55 loss:0.02875 fps:2070 +frame:7.76e+06 wall_t:3749 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.7055 +2026-01-08 14:04:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8454.70 total_reward_ma:8441.86 loss:0.01775 fps:2070 +frame:7.77e+06 wall_t:3753 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.6168 +2026-01-08 14:04:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8400.50 total_reward_ma:8452.87 loss:0.04635 fps:2071 +frame:7.78e+06 wall_t:3757 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6128 +2026-01-08 14:04:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8449.05 total_reward_ma:8463.73 loss:0.0116 fps:2071 +frame:7.79e+06 wall_t:3762 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6005 +2026-01-08 14:04:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8463.50 total_reward_ma:8473.78 loss:0.0374 fps:2071 +frame:7.80e+06 wall_t:3766 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.6289 +2026-01-08 14:04:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8608.45 total_reward_ma:8485.44 loss:0.03308 fps:2072 +frame:7.81e+06 wall_t:3770 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6644 +2026-01-08 14:04:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8537.40 total_reward_ma:8495.64 loss:0.05601 fps:2072 +frame:7.82e+06 wall_t:3775 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.6386 +2026-01-08 14:04:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8523.05 total_reward_ma:8505.37 loss:0.0224 fps:2071 +frame:7.83e+06 wall_t:3780 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.632 +2026-01-08 14:04:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8379.45 total_reward_ma:8513.66 loss:0.01662 fps:2072 +frame:7.84e+06 wall_t:3784 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.5969 +2026-01-08 14:05:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8472.95 total_reward_ma:8522.94 loss:0.02976 fps:2072 +frame:7.85e+06 wall_t:3788 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.606 +2026-01-08 14:05:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8472.95 total_reward_ma:8532.37 loss:0.02171 fps:2073 +frame:7.86e+06 wall_t:3792 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5785 +2026-01-08 14:05:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8586.30 total_reward_ma:8542.99 loss:0.006292 fps:2073 +frame:7.87e+06 wall_t:3797 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.6042 +2026-01-08 14:05:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8567.25 total_reward_ma:8552.80 loss:0.04796 fps:2073 +frame:7.88e+06 wall_t:3801 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5497 +2026-01-08 14:05:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8712.85 total_reward_ma:8563.89 loss:0.03616 fps:2074 +frame:7.89e+06 wall_t:3805 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6104 +2026-01-08 14:05:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8660.00 total_reward_ma:8574.66 loss:0.006804 fps:2073 +frame:7.90e+06 wall_t:3810 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5678 +2026-01-08 14:05:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8805.00 total_reward_ma:8585.80 loss:0.009236 fps:2074 +frame:7.91e+06 wall_t:3814 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.6608 +2026-01-08 14:05:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8804.95 total_reward_ma:8597.40 loss:0.0178 fps:2074 +frame:7.92e+06 wall_t:3819 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5957 +2026-01-08 14:05:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8782.65 total_reward_ma:8609.01 loss:0.02328 fps:2074 +frame:7.93e+06 wall_t:3823 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5855 +2026-01-08 14:05:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8782.65 total_reward_ma:8621.52 loss:0.03336 fps:2075 +frame:7.94e+06 wall_t:3827 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6202 +2026-01-08 14:05:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8833.70 total_reward_ma:8633.72 loss:0.008915 fps:2075 +frame:7.95e+06 wall_t:3831 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5914 +2026-01-08 14:05:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8847.55 total_reward_ma:8646.06 loss:0.03214 fps:2075 +frame:7.96e+06 wall_t:3836 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6146 +2026-01-08 14:05:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8847.55 total_reward_ma:8658.32 loss:0.02196 fps:2076 +frame:7.97e+06 wall_t:3840 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5984 +2026-01-08 14:05:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8891.40 total_reward_ma:8670.12 loss:0.0448 fps:2075 +frame:7.98e+06 wall_t:3845 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5373 +2026-01-08 14:06:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8984.65 total_reward_ma:8681.97 loss:0.02812 fps:2075 +frame:7.99e+06 wall_t:3850 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.6263 +2026-01-08 14:06:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8984.55 total_reward_ma:8693.83 loss:0.03792 fps:2075 +frame:8.00e+06 wall_t:3855 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6073 +2026-01-08 14:06:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:8984.55 total_reward_ma:8705.42 loss:0.02687 fps:2075 +frame:8.01e+06 wall_t:3860 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.6141 +2026-01-08 14:06:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9181.80 total_reward_ma:8717.61 loss:0.0269 fps:2076 +frame:8.02e+06 wall_t:3864 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.5873 +2026-01-08 14:06:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9134.80 total_reward_ma:8729.70 loss:0.07869 fps:2076 +frame:8.03e+06 wall_t:3868 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.5997 +2026-01-08 14:06:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9208.20 total_reward_ma:8742.27 loss:0.02505 fps:2076 +frame:8.04e+06 wall_t:3872 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5418 +2026-01-08 14:06:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9179.20 total_reward_ma:8754.31 loss:0.03629 fps:2076 +frame:8.05e+06 wall_t:3877 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6296 +2026-01-08 14:06:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9108.00 total_reward_ma:8765.56 loss:0.05032 fps:2077 +frame:8.06e+06 wall_t:3881 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5992 +2026-01-08 14:06:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9542.75 total_reward_ma:8780.59 loss:0.01056 fps:2077 +frame:8.07e+06 wall_t:3886 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.5948 +2026-01-08 14:06:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9542.75 total_reward_ma:8796.03 loss:0.04795 fps:2077 +frame:8.08e+06 wall_t:3890 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5944 +2026-01-08 14:06:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9494.60 total_reward_ma:8810.99 loss:0.03649 fps:2078 +frame:8.09e+06 wall_t:3894 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6202 +2026-01-08 14:06:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9571.60 total_reward_ma:8825.59 loss:0.02224 fps:2078 +frame:8.10e+06 wall_t:3898 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6034 +2026-01-08 14:06:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9667.55 total_reward_ma:8841.38 loss:0.01227 fps:2078 +frame:8.11e+06 wall_t:3902 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6459 +2026-01-08 14:07:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9689.55 total_reward_ma:8857.07 loss:0.03808 fps:2078 +frame:8.12e+06 wall_t:3907 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6438 +2026-01-08 14:07:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9722.00 total_reward_ma:8872.81 loss:0.0792 fps:2079 +frame:8.13e+06 wall_t:3911 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5885 +2026-01-08 14:07:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9603.30 total_reward_ma:8886.71 loss:0.05024 fps:2079 +frame:8.14e+06 wall_t:3916 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.5867 +2026-01-08 14:07:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9575.85 total_reward_ma:8900.45 loss:0.04494 fps:2079 +frame:8.15e+06 wall_t:3920 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5545 +2026-01-08 14:07:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9634.75 total_reward_ma:8914.79 loss:0.02015 fps:2080 +frame:8.16e+06 wall_t:3924 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.642 +2026-01-08 14:07:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9684.35 total_reward_ma:8929.09 loss:0.03034 fps:2079 +frame:8.17e+06 wall_t:3929 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6638 +2026-01-08 14:07:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9648.40 total_reward_ma:8941.06 loss:0.01968 fps:2080 +frame:8.18e+06 wall_t:3933 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6069 +2026-01-08 14:07:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9601.90 total_reward_ma:8952.36 loss:0.01794 fps:2080 +frame:8.19e+06 wall_t:3938 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.6395 +2026-01-08 14:07:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9637.35 total_reward_ma:8963.69 loss:0.03519 fps:2080 +frame:8.20e+06 wall_t:3942 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6001 +2026-01-08 14:07:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9632.25 total_reward_ma:8974.59 loss:0.06507 fps:2081 +frame:8.21e+06 wall_t:3946 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.5784 +2026-01-08 14:07:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9632.25 total_reward_ma:8985.41 loss:0.03606 fps:2081 +frame:8.22e+06 wall_t:3950 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.563 +2026-01-08 14:07:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9555.95 total_reward_ma:8993.45 loss:0.05041 fps:2081 +frame:8.23e+06 wall_t:3954 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6438 +2026-01-08 14:07:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9503.10 total_reward_ma:9001.46 loss:0.02006 fps:2081 +frame:8.24e+06 wall_t:3959 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6591 +2026-01-08 14:07:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9466.55 total_reward_ma:9009.07 loss:0.02961 fps:2081 +frame:8.25e+06 wall_t:3964 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6504 +2026-01-08 14:08:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9466.55 total_reward_ma:9015.76 loss:0.02587 fps:2082 +frame:8.26e+06 wall_t:3968 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6087 +2026-01-08 14:08:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9552.10 total_reward_ma:9023.39 loss:0.03344 fps:2082 +frame:8.27e+06 wall_t:3973 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6084 +2026-01-08 14:08:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9500.40 total_reward_ma:9030.51 loss:0.03845 fps:2082 +frame:8.28e+06 wall_t:3977 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5597 +2026-01-08 14:08:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9456.70 total_reward_ma:9037.20 loss:0.05028 fps:2082 +frame:8.29e+06 wall_t:3982 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6205 +2026-01-08 14:08:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9389.95 total_reward_ma:9042.91 loss:0.01945 fps:2082 +frame:8.30e+06 wall_t:3987 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6453 +2026-01-08 14:08:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9490.95 total_reward_ma:9049.19 loss:0.01183 fps:2082 +frame:8.31e+06 wall_t:3992 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.502 +2026-01-08 14:08:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9525.90 total_reward_ma:9055.77 loss:0.02031 fps:2082 +frame:8.32e+06 wall_t:3996 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6492 +2026-01-08 14:08:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9485.35 total_reward_ma:9061.65 loss:0.04109 fps:2082 +frame:8.33e+06 wall_t:4001 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.567 +2026-01-08 14:08:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9412.80 total_reward_ma:9066.99 loss:0.04519 fps:2082 +frame:8.34e+06 wall_t:4005 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.6167 +2026-01-08 14:08:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9499.50 total_reward_ma:9072.60 loss:0.0375 fps:2082 +frame:8.35e+06 wall_t:4010 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6542 +2026-01-08 14:08:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9496.90 total_reward_ma:9077.88 loss:0.03751 fps:2082 +frame:8.36e+06 wall_t:4015 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.561 +2026-01-08 14:08:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9411.80 total_reward_ma:9081.92 loss:0.03664 fps:2083 +frame:8.37e+06 wall_t:4019 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5878 +2026-01-08 14:08:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9427.20 total_reward_ma:9084.62 loss:0.01881 fps:2083 +frame:8.38e+06 wall_t:4023 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6108 +2026-01-08 14:09:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9427.20 total_reward_ma:9087.29 loss:0.0457 fps:2083 +frame:8.39e+06 wall_t:4028 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.582 +2026-01-08 14:09:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9440.25 total_reward_ma:9090.24 loss:0.03684 fps:2083 +frame:8.40e+06 wall_t:4032 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5797 +2026-01-08 14:09:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9556.30 total_reward_ma:9093.31 loss:0.03391 fps:2083 +frame:8.41e+06 wall_t:4037 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.6306 +2026-01-08 14:09:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9581.50 total_reward_ma:9096.53 loss:0.01848 fps:2084 +frame:8.42e+06 wall_t:4041 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.586 +2026-01-08 14:09:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9637.55 total_reward_ma:9099.51 loss:0.04907 fps:2084 +frame:8.43e+06 wall_t:4045 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.589 +2026-01-08 14:09:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9754.45 total_reward_ma:9104.91 loss:0.02356 fps:2084 +frame:8.44e+06 wall_t:4050 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:09:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9690.55 total_reward_ma:9109.52 loss:0.05207 fps:2084 +frame:8.45e+06 wall_t:4055 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.582 +2026-01-08 14:09:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9690.55 total_reward_ma:9114.00 loss:0.01916 fps:2084 +frame:8.46e+06 wall_t:4059 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5949 +2026-01-08 14:09:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9605.60 total_reward_ma:9118.29 loss:0.05001 fps:2084 +frame:8.47e+06 wall_t:4064 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5297 +2026-01-08 14:09:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9789.10 total_reward_ma:9123.95 loss:0.02221 fps:2085 +frame:8.48e+06 wall_t:4068 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.6438 +2026-01-08 14:09:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9778.55 total_reward_ma:9129.81 loss:0.0223 fps:2084 +frame:8.49e+06 wall_t:4074 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5787 +2026-01-08 14:09:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9861.00 total_reward_ma:9135.47 loss:0.02957 fps:2084 +frame:8.50e+06 wall_t:4078 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.6387 +2026-01-08 14:09:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9707.20 total_reward_ma:9139.58 loss:0.04123 fps:2084 +frame:8.51e+06 wall_t:4083 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6121 +2026-01-08 14:10:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9505.45 total_reward_ma:9141.08 loss:0.02422 fps:2085 +frame:8.52e+06 wall_t:4087 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6002 +2026-01-08 14:10:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9505.45 total_reward_ma:9142.25 loss:0.05623 fps:2085 +frame:8.53e+06 wall_t:4092 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5921 +2026-01-08 14:10:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9505.45 total_reward_ma:9144.42 loss:0.03735 fps:2085 +frame:8.54e+06 wall_t:4096 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6388 +2026-01-08 14:10:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9615.35 total_reward_ma:9147.49 loss:0.04363 fps:2085 +frame:8.55e+06 wall_t:4100 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5846 +2026-01-08 14:10:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9547.25 total_reward_ma:9150.18 loss:0.03487 fps:2085 +frame:8.56e+06 wall_t:4105 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5995 +2026-01-08 14:10:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9699.15 total_reward_ma:9155.11 loss:0.06734 fps:2085 +frame:8.57e+06 wall_t:4110 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6707 +2026-01-08 14:10:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9714.00 total_reward_ma:9160.87 loss:0.02517 fps:2085 +frame:8.58e+06 wall_t:4115 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5608 +2026-01-08 14:10:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9769.20 total_reward_ma:9168.19 loss:0.007597 fps:2085 +frame:8.59e+06 wall_t:4119 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.6148 +2026-01-08 14:10:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9730.15 total_reward_ma:9176.63 loss:0.06109 fps:2085 +frame:8.60e+06 wall_t:4124 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5451 +2026-01-08 14:10:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9715.55 total_reward_ma:9184.88 loss:0.03697 fps:2086 +frame:8.61e+06 wall_t:4128 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5851 +2026-01-08 14:10:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9662.85 total_reward_ma:9193.04 loss:0.06978 fps:2086 +frame:8.62e+06 wall_t:4132 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5872 +2026-01-08 14:10:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9691.25 total_reward_ma:9201.87 loss:0.03966 fps:2087 +frame:8.63e+06 wall_t:4136 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6179 +2026-01-08 14:10:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10011.90 total_reward_ma:9214.39 loss:0.027 fps:2086 +frame:8.64e+06 wall_t:4141 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.6021 +2026-01-08 14:10:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10048.10 total_reward_ma:9229.88 loss:0.02823 fps:2087 +frame:8.65e+06 wall_t:4145 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5663 +2026-01-08 14:11:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10083.85 total_reward_ma:9245.13 loss:0.04172 fps:2087 +frame:8.66e+06 wall_t:4150 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6071 +2026-01-08 14:11:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10101.25 total_reward_ma:9260.81 loss:0.06663 fps:2087 +frame:8.67e+06 wall_t:4154 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5891 +2026-01-08 14:11:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10171.55 total_reward_ma:9277.72 loss:0.04203 fps:2087 +frame:8.68e+06 wall_t:4159 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6121 +2026-01-08 14:11:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10262.10 total_reward_ma:9295.50 loss:0.04009 fps:2087 +frame:8.69e+06 wall_t:4163 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5832 +2026-01-08 14:11:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10227.35 total_reward_ma:9311.56 loss:0.02365 fps:2087 +frame:8.70e+06 wall_t:4168 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5168 +2026-01-08 14:11:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10261.10 total_reward_ma:9328.30 loss:0.05238 fps:2088 +frame:8.71e+06 wall_t:4172 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5745 +2026-01-08 14:11:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10261.10 total_reward_ma:9345.86 loss:0.02748 fps:2088 +frame:8.72e+06 wall_t:4176 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5754 +2026-01-08 14:11:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10310.10 total_reward_ma:9364.47 loss:0.03597 fps:2088 +frame:8.73e+06 wall_t:4181 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5163 +2026-01-08 14:11:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10310.10 total_reward_ma:9383.08 loss:0.04696 fps:2088 +frame:8.74e+06 wall_t:4185 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6083 +2026-01-08 14:11:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10284.65 total_reward_ma:9401.31 loss:0.02509 fps:2088 +frame:8.75e+06 wall_t:4190 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.6458 +2026-01-08 14:11:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10317.80 total_reward_ma:9420.04 loss:0.02793 fps:2089 +frame:8.76e+06 wall_t:4194 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.566 +2026-01-08 14:11:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10153.70 total_reward_ma:9437.03 loss:0.04221 fps:2089 +frame:8.77e+06 wall_t:4199 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5761 +2026-01-08 14:11:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10200.15 total_reward_ma:9455.03 loss:0.03323 fps:2088 +frame:8.78e+06 wall_t:4204 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.558 +2026-01-08 14:12:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10200.15 total_reward_ma:9472.54 loss:0.02869 fps:2089 +frame:8.79e+06 wall_t:4208 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5995 +2026-01-08 14:12:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10269.25 total_reward_ma:9490.60 loss:0.06095 fps:2089 +frame:8.80e+06 wall_t:4212 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5412 +2026-01-08 14:12:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10149.60 total_reward_ma:9506.01 loss:0.05907 fps:2089 +frame:8.81e+06 wall_t:4217 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5582 +2026-01-08 14:12:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10126.85 total_reward_ma:9521.91 loss:0.02575 fps:2090 +frame:8.82e+06 wall_t:4221 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6363 +2026-01-08 14:12:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10102.85 total_reward_ma:9537.70 loss:0.01397 fps:2090 +frame:8.83e+06 wall_t:4225 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5969 +2026-01-08 14:12:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10141.45 total_reward_ma:9555.32 loss:0.02776 fps:2090 +frame:8.84e+06 wall_t:4230 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5557 +2026-01-08 14:12:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10045.20 total_reward_ma:9571.04 loss:0.01847 fps:2090 +frame:8.85e+06 wall_t:4234 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5828 +2026-01-08 14:12:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10171.15 total_reward_ma:9588.03 loss:0.03314 fps:2090 +frame:8.86e+06 wall_t:4239 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5989 +2026-01-08 14:12:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10057.75 total_reward_ma:9602.74 loss:0.04176 fps:2091 +frame:8.87e+06 wall_t:4243 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5558 +2026-01-08 14:12:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10038.45 total_reward_ma:9617.45 loss:0.03446 fps:2091 +frame:8.88e+06 wall_t:4247 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:12:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10030.50 total_reward_ma:9630.63 loss:0.03982 fps:2091 +frame:8.89e+06 wall_t:4251 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5464 +2026-01-08 14:12:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10042.90 total_reward_ma:9644.46 loss:0.05021 fps:2091 +frame:8.90e+06 wall_t:4256 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5648 +2026-01-08 14:12:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9922.15 total_reward_ma:9655.63 loss:0.03512 fps:2092 +frame:8.91e+06 wall_t:4260 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6192 +2026-01-08 14:12:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9988.25 total_reward_ma:9667.46 loss:0.03901 fps:2092 +frame:8.92e+06 wall_t:4264 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.559 +2026-01-08 14:13:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10032.20 total_reward_ma:9679.96 loss:0.02589 fps:2092 +frame:8.93e+06 wall_t:4269 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6542 +2026-01-08 14:13:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9931.25 total_reward_ma:9691.45 loss:0.01081 fps:2092 +frame:8.94e+06 wall_t:4273 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5637 +2026-01-08 14:13:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10021.05 total_reward_ma:9703.32 loss:0.03828 fps:2092 +frame:8.95e+06 wall_t:4278 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6224 +2026-01-08 14:13:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10021.05 total_reward_ma:9715.05 loss:0.03696 fps:2092 +frame:8.96e+06 wall_t:4283 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5366 +2026-01-08 14:13:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9986.45 total_reward_ma:9726.44 loss:0.04367 fps:2092 +frame:8.97e+06 wall_t:4287 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5942 +2026-01-08 14:13:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9945.40 total_reward_ma:9736.98 loss:0.05291 fps:2093 +frame:8.98e+06 wall_t:4291 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.6129 +2026-01-08 14:13:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9963.30 total_reward_ma:9746.77 loss:0.02493 fps:2093 +frame:8.99e+06 wall_t:4296 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5957 +2026-01-08 14:13:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9949.90 total_reward_ma:9756.42 loss:0.01985 fps:2093 +frame:9.00e+06 wall_t:4301 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6176 +2026-01-08 14:13:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9947.75 total_reward_ma:9766.05 loss:0.03288 fps:2093 +frame:9.01e+06 wall_t:4305 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.6548 +2026-01-08 14:13:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9912.75 total_reward_ma:9773.36 loss:0.008789 fps:2093 +frame:9.02e+06 wall_t:4309 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6268 +2026-01-08 14:13:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9881.65 total_reward_ma:9780.83 loss:0.03881 fps:2093 +frame:9.03e+06 wall_t:4314 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.6035 +2026-01-08 14:13:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9843.90 total_reward_ma:9787.19 loss:0.03257 fps:2093 +frame:9.04e+06 wall_t:4319 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.6041 +2026-01-08 14:13:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9829.15 total_reward_ma:9793.69 loss:0.02279 fps:2093 +frame:9.05e+06 wall_t:4323 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.593 +2026-01-08 14:14:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9829.15 total_reward_ma:9800.90 loss:0.02309 fps:2094 +frame:9.06e+06 wall_t:4327 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5408 +2026-01-08 14:14:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9888.25 total_reward_ma:9804.36 loss:0.04123 fps:2094 +frame:9.07e+06 wall_t:4332 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6116 +2026-01-08 14:14:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9864.55 total_reward_ma:9807.57 loss:0.03088 fps:2094 +frame:9.08e+06 wall_t:4336 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5605 +2026-01-08 14:14:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9975.80 total_reward_ma:9812.39 loss:0.05557 fps:2094 +frame:9.09e+06 wall_t:4341 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5597 +2026-01-08 14:14:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9774.10 total_reward_ma:9814.41 loss:0.03529 fps:2094 +frame:9.10e+06 wall_t:4345 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6138 +2026-01-08 14:14:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9754.50 total_reward_ma:9815.28 loss:0.03854 fps:2094 +frame:9.11e+06 wall_t:4350 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6436 +2026-01-08 14:14:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9931.55 total_reward_ma:9817.70 loss:0.04512 fps:2094 +frame:9.12e+06 wall_t:4355 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5958 +2026-01-08 14:14:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9911.10 total_reward_ma:9819.59 loss:0.03247 fps:2095 +frame:9.13e+06 wall_t:4359 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5925 +2026-01-08 14:14:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9901.10 total_reward_ma:9822.57 loss:0.04015 fps:2094 +frame:9.14e+06 wall_t:4364 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5118 +2026-01-08 14:14:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9901.10 total_reward_ma:9825.82 loss:0.02999 fps:2094 +frame:9.15e+06 wall_t:4369 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6151 +2026-01-08 14:14:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:9945.70 total_reward_ma:9828.93 loss:0.04032 fps:2094 +frame:9.16e+06 wall_t:4374 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.593 +2026-01-08 14:14:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10086.10 total_reward_ma:9832.95 loss:0.04402 fps:2095 +frame:9.17e+06 wall_t:4378 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5733 +2026-01-08 14:14:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10139.90 total_reward_ma:9837.86 loss:0.0274 fps:2094 +frame:9.18e+06 wall_t:4383 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5698 +2026-01-08 14:15:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10174.95 total_reward_ma:9843.59 loss:0.03803 fps:2094 +frame:9.19e+06 wall_t:4388 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5922 +2026-01-08 14:15:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10281.75 total_reward_ma:9850.04 loss:0.03829 fps:2094 +frame:9.20e+06 wall_t:4393 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5841 +2026-01-08 14:15:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10305.45 total_reward_ma:9856.77 loss:0.06735 fps:2095 +frame:9.21e+06 wall_t:4397 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5764 +2026-01-08 14:15:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10225.15 total_reward_ma:9862.70 loss:0.04509 fps:2095 +frame:9.22e+06 wall_t:4402 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6288 +2026-01-08 14:15:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10525.70 total_reward_ma:9872.40 loss:0.05557 fps:2095 +frame:9.23e+06 wall_t:4406 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6345 +2026-01-08 14:15:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10556.40 total_reward_ma:9882.93 loss:0.03937 fps:2095 +frame:9.24e+06 wall_t:4411 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6096 +2026-01-08 14:15:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10588.85 total_reward_ma:9894.15 loss:0.02007 fps:2095 +frame:9.25e+06 wall_t:4415 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5922 +2026-01-08 14:15:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10564.65 total_reward_ma:9905.13 loss:0.03552 fps:2095 +frame:9.26e+06 wall_t:4419 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5633 +2026-01-08 14:15:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10958.90 total_reward_ma:9919.20 loss:0.02823 fps:2095 +frame:9.27e+06 wall_t:4424 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.6573 +2026-01-08 14:15:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:10944.45 total_reward_ma:9933.64 loss:0.02507 fps:2095 +frame:9.28e+06 wall_t:4429 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6198 +2026-01-08 14:15:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11079.20 total_reward_ma:9949.87 loss:0.02827 fps:2095 +frame:9.29e+06 wall_t:4434 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.569 +2026-01-08 14:15:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11079.20 total_reward_ma:9966.76 loss:0.0425 fps:2095 +frame:9.30e+06 wall_t:4439 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.603 +2026-01-08 14:15:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11090.55 total_reward_ma:9982.75 loss:0.06109 fps:2095 +frame:9.31e+06 wall_t:4443 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6067 +2026-01-08 14:16:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11241.20 total_reward_ma:9999.91 loss:0.03036 fps:2096 +frame:9.32e+06 wall_t:4447 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5921 +2026-01-08 14:16:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11274.20 total_reward_ma:10017.80 loss:0.03505 fps:2096 +frame:9.33e+06 wall_t:4452 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.566 +2026-01-08 14:16:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11354.80 total_reward_ma:10037.22 loss:0.0304 fps:2096 +frame:9.34e+06 wall_t:4456 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5762 +2026-01-08 14:16:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11354.80 total_reward_ma:10055.77 loss:0.0272 fps:2096 +frame:9.35e+06 wall_t:4461 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6246 +2026-01-08 14:16:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11391.60 total_reward_ma:10074.72 loss:0.05066 fps:2096 +frame:9.36e+06 wall_t:4465 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5347 +2026-01-08 14:16:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11399.85 total_reward_ma:10094.60 loss:0.02592 fps:2097 +frame:9.37e+06 wall_t:4469 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.6181 +2026-01-08 14:16:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11453.60 total_reward_ma:10114.86 loss:0.03291 fps:2097 +frame:9.38e+06 wall_t:4474 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5925 +2026-01-08 14:16:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11408.25 total_reward_ma:10134.67 loss:0.03325 fps:2097 +frame:9.39e+06 wall_t:4478 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6086 +2026-01-08 14:16:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11562.10 total_reward_ma:10155.89 loss:0.0387 fps:2097 +frame:9.40e+06 wall_t:4482 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6106 +2026-01-08 14:16:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11562.10 total_reward_ma:10175.95 loss:0.0424 fps:2097 +frame:9.41e+06 wall_t:4487 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6555 +2026-01-08 14:16:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11584.10 total_reward_ma:10195.97 loss:0.02794 fps:2097 +frame:9.42e+06 wall_t:4492 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6288 +2026-01-08 14:16:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11654.05 total_reward_ma:10216.14 loss:0.04088 fps:2097 +frame:9.43e+06 wall_t:4497 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.6326 +2026-01-08 14:16:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11616.90 total_reward_ma:10234.76 loss:0.04538 fps:2097 +frame:9.44e+06 wall_t:4502 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6233 +2026-01-08 14:16:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11560.70 total_reward_ma:10253.47 loss:0.04084 fps:2097 +frame:9.45e+06 wall_t:4506 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5592 +2026-01-08 14:17:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11521.25 total_reward_ma:10271.77 loss:0.02201 fps:2098 +frame:9.46e+06 wall_t:4510 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5704 +2026-01-08 14:17:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11683.30 total_reward_ma:10292.55 loss:0.03885 fps:2097 +frame:9.47e+06 wall_t:4515 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6075 +2026-01-08 14:17:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11683.30 total_reward_ma:10311.49 loss:0.03162 fps:2098 +frame:9.48e+06 wall_t:4519 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6032 +2026-01-08 14:17:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11707.45 total_reward_ma:10330.78 loss:0.0355 fps:2098 +frame:9.49e+06 wall_t:4524 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.6289 +2026-01-08 14:17:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11707.45 total_reward_ma:10349.25 loss:0.05814 fps:2098 +frame:9.50e+06 wall_t:4529 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.6079 +2026-01-08 14:17:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11730.40 total_reward_ma:10369.48 loss:0.02148 fps:2097 +frame:9.51e+06 wall_t:4534 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6068 +2026-01-08 14:17:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11717.10 total_reward_ma:10391.59 loss:0.06406 fps:2098 +frame:9.52e+06 wall_t:4538 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5749 +2026-01-08 14:17:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11743.60 total_reward_ma:10413.97 loss:0.05508 fps:2098 +frame:9.53e+06 wall_t:4543 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6538 +2026-01-08 14:17:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:11962.15 total_reward_ma:10438.54 loss:0.03446 fps:2098 +frame:9.54e+06 wall_t:4547 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5764 +2026-01-08 14:17:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12232.45 total_reward_ma:10464.71 loss:0.05028 fps:2098 +frame:9.55e+06 wall_t:4552 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6177 +2026-01-08 14:17:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12239.70 total_reward_ma:10491.64 loss:0.03427 fps:2098 +frame:9.56e+06 wall_t:4556 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.6117 +2026-01-08 14:17:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12373.20 total_reward_ma:10518.38 loss:0.0374 fps:2098 +frame:9.57e+06 wall_t:4561 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6405 +2026-01-08 14:17:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12373.20 total_reward_ma:10544.97 loss:0.04688 fps:2098 +frame:9.58e+06 wall_t:4566 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5918 +2026-01-08 14:18:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12373.20 total_reward_ma:10571.01 loss:0.03229 fps:2098 +frame:9.59e+06 wall_t:4571 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5688 +2026-01-08 14:18:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12500.40 total_reward_ma:10598.71 loss:0.07571 fps:2098 +frame:9.60e+06 wall_t:4576 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.6303 +2026-01-08 14:18:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12531.10 total_reward_ma:10626.87 loss:0.04974 fps:2098 +frame:9.61e+06 wall_t:4581 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5702 +2026-01-08 14:18:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12587.70 total_reward_ma:10656.12 loss:0.05594 fps:2098 +frame:9.62e+06 wall_t:4585 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6344 +2026-01-08 14:18:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12744.50 total_reward_ma:10686.65 loss:0.02953 fps:2098 +frame:9.63e+06 wall_t:4590 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6098 +2026-01-08 14:18:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12744.50 total_reward_ma:10713.97 loss:0.05703 fps:2098 +frame:9.64e+06 wall_t:4594 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.6332 +2026-01-08 14:18:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12694.75 total_reward_ma:10740.44 loss:0.04254 fps:2099 +frame:9.65e+06 wall_t:4598 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.6142 +2026-01-08 14:18:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12694.75 total_reward_ma:10766.55 loss:0.03435 fps:2099 +frame:9.66e+06 wall_t:4602 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.6038 +2026-01-08 14:18:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12694.75 total_reward_ma:10792.49 loss:0.05514 fps:2099 +frame:9.67e+06 wall_t:4607 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6093 +2026-01-08 14:18:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12742.60 total_reward_ma:10818.20 loss:0.03625 fps:2099 +frame:9.68e+06 wall_t:4611 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5796 +2026-01-08 14:18:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12747.30 total_reward_ma:10843.05 loss:0.03874 fps:2100 +frame:9.69e+06 wall_t:4615 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6574 +2026-01-08 14:18:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12673.25 total_reward_ma:10867.51 loss:0.04313 fps:2100 +frame:9.70e+06 wall_t:4620 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5808 +2026-01-08 14:18:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12759.80 total_reward_ma:10892.49 loss:0.03266 fps:2100 +frame:9.71e+06 wall_t:4624 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6405 +2026-01-08 14:19:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12635.50 total_reward_ma:10916.24 loss:0.04141 fps:2100 +frame:9.72e+06 wall_t:4628 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6646 +2026-01-08 14:19:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12635.50 total_reward_ma:10939.49 loss:0.0377 fps:2101 +frame:9.73e+06 wall_t:4632 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6443 +2026-01-08 14:19:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12544.10 total_reward_ma:10961.83 loss:0.03724 fps:2100 +frame:9.74e+06 wall_t:4637 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.6544 +2026-01-08 14:19:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12550.70 total_reward_ma:10984.49 loss:0.03448 fps:2101 +frame:9.75e+06 wall_t:4641 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6129 +2026-01-08 14:19:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12550.70 total_reward_ma:11006.82 loss:0.05361 fps:2101 +frame:9.76e+06 wall_t:4645 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6045 +2026-01-08 14:19:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12550.70 total_reward_ma:11030.79 loss:0.04156 fps:2101 +frame:9.77e+06 wall_t:4650 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6109 +2026-01-08 14:19:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12600.50 total_reward_ma:11054.80 loss:0.06183 fps:2101 +frame:9.78e+06 wall_t:4655 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.6045 +2026-01-08 14:19:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12593.30 total_reward_ma:11078.73 loss:0.02256 fps:2101 +frame:9.79e+06 wall_t:4659 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.6659 +2026-01-08 14:19:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12652.70 total_reward_ma:11102.56 loss:0.04423 fps:2101 +frame:9.80e+06 wall_t:4664 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.635 +2026-01-08 14:19:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12853.60 total_reward_ma:11129.60 loss:0.02009 fps:2102 +frame:9.81e+06 wall_t:4668 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.6344 +2026-01-08 14:19:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12853.60 total_reward_ma:11156.87 loss:0.05028 fps:2102 +frame:9.82e+06 wall_t:4672 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5773 +2026-01-08 14:19:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12539.60 total_reward_ma:11181.24 loss:0.07533 fps:2102 +frame:9.83e+06 wall_t:4677 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6299 +2026-01-08 14:19:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12703.40 total_reward_ma:11206.86 loss:0.03226 fps:2102 +frame:9.84e+06 wall_t:4681 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6113 +2026-01-08 14:19:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12703.40 total_reward_ma:11233.44 loss:0.04585 fps:2102 +frame:9.85e+06 wall_t:4685 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6 +2026-01-08 14:20:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12930.70 total_reward_ma:11261.03 loss:0.04481 fps:2102 +frame:9.86e+06 wall_t:4690 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6147 +2026-01-08 14:20:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13073.25 total_reward_ma:11291.19 loss:0.03409 fps:2103 +frame:9.87e+06 wall_t:4694 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6302 +2026-01-08 14:20:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12917.80 total_reward_ma:11319.98 loss:0.08295 fps:2103 +frame:9.88e+06 wall_t:4698 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6133 +2026-01-08 14:20:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:12964.15 total_reward_ma:11349.32 loss:0.03787 fps:2103 +frame:9.89e+06 wall_t:4703 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.6265 +2026-01-08 14:20:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13029.45 total_reward_ma:11379.18 loss:0.03029 fps:2103 +frame:9.90e+06 wall_t:4707 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6227 +2026-01-08 14:20:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13066.15 total_reward_ma:11410.62 loss:0.06882 fps:2103 +frame:9.91e+06 wall_t:4712 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.645 +2026-01-08 14:20:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13066.15 total_reward_ma:11441.40 loss:0.05364 fps:2103 +frame:9.92e+06 wall_t:4717 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6482 +2026-01-08 14:20:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13134.45 total_reward_ma:11472.43 loss:0.05262 fps:2103 +frame:9.93e+06 wall_t:4722 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.6204 +2026-01-08 14:20:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13171.85 total_reward_ma:11504.83 loss:0.03973 fps:2103 +frame:9.94e+06 wall_t:4726 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6358 +2026-01-08 14:20:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13206.85 total_reward_ma:11536.69 loss:0.03981 fps:2103 +frame:9.95e+06 wall_t:4731 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.6384 +2026-01-08 14:20:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13222.50 total_reward_ma:11568.71 loss:0.02799 fps:2103 +frame:9.96e+06 wall_t:4736 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6108 +2026-01-08 14:20:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13199.45 total_reward_ma:11600.83 loss:0.0511 fps:2103 +frame:9.97e+06 wall_t:4740 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5369 +2026-01-08 14:20:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13439.35 total_reward_ma:11635.77 loss:0.05012 fps:2104 +frame:9.98e+06 wall_t:4744 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.6183 +2026-01-08 14:21:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13478.15 total_reward_ma:11670.92 loss:0.05173 fps:2105 +frame:9.99e+06 wall_t:4746 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.6366 +2026-01-08 14:21:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_demonattack_t0_s2 [train] +total_reward:13555.05 total_reward_ma:11706.97 loss:0.03915 fps:2106 +frame:1.00e+07 wall_t:4749 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5691 +2026-01-08 14:21:03 | INFO | PID:1303 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s3.log b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..b23ebca9d26dfe3f11ac4e91538bd52fc39b8cbc --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 13:01:52 | INFO | PID:1304 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:02:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:68.00 total_reward_ma:68.00 loss:-0.02271 fps:217.4 +frame:1.00e+04 wall_t:46 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.769 +2026-01-08 13:02:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:113.61 total_reward_ma:90.81 loss:-0.02543 fps:384.6 +frame:2.00e+04 wall_t:52 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.75 +2026-01-08 13:02:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:137.07 total_reward_ma:106.23 loss:-0.02293 fps:526.3 +frame:3.00e+04 wall_t:57 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.756 +2026-01-08 13:02:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:151.86 total_reward_ma:117.64 loss:-0.02482 fps:634.9 +frame:4.00e+04 wall_t:63 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.709 +2026-01-08 13:03:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:152.13 total_reward_ma:124.53 loss:-0.0255 fps:735.3 +frame:5.00e+04 wall_t:68 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.679 +2026-01-08 13:03:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:152.36 total_reward_ma:129.17 loss:-0.02449 fps:821.9 +frame:6.00e+04 wall_t:73 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.7 +2026-01-08 13:03:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:150.06 total_reward_ma:132.16 loss:-0.029 fps:886.1 +frame:7.00e+04 wall_t:79 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.684 +2026-01-08 13:03:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:149.49 total_reward_ma:134.32 loss:-0.0267 fps:952.4 +frame:8.00e+04 wall_t:84 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.636 +2026-01-08 13:03:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:156.50 total_reward_ma:136.79 loss:-0.01781 fps:1000 +frame:9.00e+04 wall_t:90 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.652 +2026-01-08 13:03:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:165.75 total_reward_ma:139.68 loss:-0.02283 fps:1053 +frame:1.00e+05 wall_t:95 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.609 +2026-01-08 13:03:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:169.85 total_reward_ma:142.43 loss:-0.0209 fps:1100 +frame:1.10e+05 wall_t:100 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.601 +2026-01-08 13:03:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:174.15 total_reward_ma:145.07 loss:-0.01956 fps:1132 +frame:1.20e+05 wall_t:106 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.592 +2026-01-08 13:03:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:180.55 total_reward_ma:147.80 loss:-0.0213 fps:1161 +frame:1.30e+05 wall_t:112 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.57 +2026-01-08 13:03:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:187.55 total_reward_ma:150.64 loss:-0.02376 fps:1186 +frame:1.40e+05 wall_t:118 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.547 +2026-01-08 13:03:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:196.70 total_reward_ma:153.71 loss:-0.02194 fps:1220 +frame:1.50e+05 wall_t:123 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.477 +2026-01-08 13:04:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:197.10 total_reward_ma:156.42 loss:-0.01934 fps:1240 +frame:1.60e+05 wall_t:129 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.467 +2026-01-08 13:04:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:218.45 total_reward_ma:160.07 loss:-0.02124 fps:1269 +frame:1.70e+05 wall_t:134 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.499 +2026-01-08 13:04:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:223.60 total_reward_ma:163.60 loss:-0.02162 fps:1295 +frame:1.80e+05 wall_t:139 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.454 +2026-01-08 13:04:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:223.20 total_reward_ma:166.74 loss:-0.01616 fps:1319 +frame:1.90e+05 wall_t:144 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.465 +2026-01-08 13:04:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:229.20 total_reward_ma:169.86 loss:-0.01871 fps:1333 +frame:2.00e+05 wall_t:150 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.435 +2026-01-08 13:04:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:238.05 total_reward_ma:173.11 loss:-0.02309 fps:1355 +frame:2.10e+05 wall_t:155 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.489 +2026-01-08 13:04:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:234.55 total_reward_ma:175.90 loss:-0.01952 fps:1375 +frame:2.20e+05 wall_t:160 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.46 +2026-01-08 13:04:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:244.10 total_reward_ma:178.86 loss:-0.0139 fps:1386 +frame:2.30e+05 wall_t:166 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.46 +2026-01-08 13:04:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:249.20 total_reward_ma:181.79 loss:-0.02181 fps:1404 +frame:2.40e+05 wall_t:171 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.485 +2026-01-08 13:04:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:247.95 total_reward_ma:184.44 loss:-0.02682 fps:1412 +frame:2.50e+05 wall_t:177 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.472 +2026-01-08 13:04:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:259.35 total_reward_ma:187.32 loss:-0.02658 fps:1421 +frame:2.60e+05 wall_t:183 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.456 +2026-01-08 13:05:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:270.45 total_reward_ma:190.40 loss:-0.01823 fps:1436 +frame:2.70e+05 wall_t:188 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.422 +2026-01-08 13:05:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:273.40 total_reward_ma:193.37 loss:-0.01446 fps:1443 +frame:2.80e+05 wall_t:194 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.495 +2026-01-08 13:05:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:294.75 total_reward_ma:196.86 loss:-0.01664 fps:1457 +frame:2.90e+05 wall_t:199 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.516 +2026-01-08 13:05:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:285.00 total_reward_ma:199.80 loss:-0.01893 fps:1463 +frame:3.00e+05 wall_t:205 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.472 +2026-01-08 13:05:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:296.20 total_reward_ma:202.91 loss:-0.01602 fps:1469 +frame:3.10e+05 wall_t:211 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.428 +2026-01-08 13:05:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:290.65 total_reward_ma:205.65 loss:-0.02183 fps:1475 +frame:3.20e+05 wall_t:217 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.418 +2026-01-08 13:05:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:294.10 total_reward_ma:208.33 loss:-0.02092 fps:1486 +frame:3.30e+05 wall_t:222 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.436 +2026-01-08 13:05:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:304.05 total_reward_ma:211.15 loss:-0.01995 fps:1491 +frame:3.40e+05 wall_t:228 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.42 +2026-01-08 13:05:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:314.50 total_reward_ma:214.10 loss:-0.01871 fps:1502 +frame:3.50e+05 wall_t:233 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.349 +2026-01-08 13:05:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:330.55 total_reward_ma:217.33 loss:-0.008862 fps:1513 +frame:3.60e+05 wall_t:238 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.338 +2026-01-08 13:05:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:339.50 total_reward_ma:220.64 loss:-0.01629 fps:1516 +frame:3.70e+05 wall_t:244 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.352 +2026-01-08 13:06:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:342.55 total_reward_ma:223.84 loss:-0.0118 fps:1526 +frame:3.80e+05 wall_t:249 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.31 +2026-01-08 13:06:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:351.95 total_reward_ma:227.13 loss:-0.01769 fps:1535 +frame:3.90e+05 wall_t:254 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.257 +2026-01-08 13:06:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:369.10 total_reward_ma:230.68 loss:-0.004493 fps:1538 +frame:4.00e+05 wall_t:260 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.27 +2026-01-08 13:06:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:385.35 total_reward_ma:234.45 loss:-0.02126 fps:1541 +frame:4.10e+05 wall_t:266 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.327 +2026-01-08 13:06:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:389.15 total_reward_ma:238.13 loss:-0.01778 fps:1544 +frame:4.20e+05 wall_t:272 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.258 +2026-01-08 13:06:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:396.75 total_reward_ma:241.82 loss:-0.01317 fps:1552 +frame:4.30e+05 wall_t:277 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.322 +2026-01-08 13:06:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:409.55 total_reward_ma:245.63 loss:-0.008401 fps:1560 +frame:4.40e+05 wall_t:282 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.304 +2026-01-08 13:06:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:438.15 total_reward_ma:249.91 loss:-0.01779 fps:1562 +frame:4.50e+05 wall_t:288 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.36 +2026-01-08 13:06:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:436.75 total_reward_ma:253.97 loss:-0.01467 fps:1570 +frame:4.60e+05 wall_t:293 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.381 +2026-01-08 13:06:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:482.15 total_reward_ma:258.83 loss:-0.01207 fps:1577 +frame:4.70e+05 wall_t:298 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.345 +2026-01-08 13:06:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:522.00 total_reward_ma:264.31 loss:-0.01779 fps:1579 +frame:4.80e+05 wall_t:304 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.31 +2026-01-08 13:07:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:515.40 total_reward_ma:269.44 loss:-0.02185 fps:1586 +frame:4.90e+05 wall_t:309 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.375 +2026-01-08 13:07:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:545.25 total_reward_ma:274.95 loss:-0.02442 fps:1587 +frame:5.00e+05 wall_t:315 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.38 +2026-01-08 13:07:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:531.80 total_reward_ma:279.99 loss:-0.01084 fps:1589 +frame:5.10e+05 wall_t:321 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.363 +2026-01-08 13:07:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:565.70 total_reward_ma:285.48 loss:-0.01727 fps:1595 +frame:5.20e+05 wall_t:326 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.33 +2026-01-08 13:07:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:531.75 total_reward_ma:290.13 loss:-0.01923 fps:1596 +frame:5.30e+05 wall_t:332 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.248 +2026-01-08 13:07:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:528.35 total_reward_ma:294.54 loss:-0.008678 fps:1602 +frame:5.40e+05 wall_t:337 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.275 +2026-01-08 13:07:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:542.05 total_reward_ma:299.04 loss:-0.00787 fps:1603 +frame:5.50e+05 wall_t:343 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.268 +2026-01-08 13:07:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:542.55 total_reward_ma:303.39 loss:-0.01034 fps:1609 +frame:5.60e+05 wall_t:348 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.289 +2026-01-08 13:07:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:545.90 total_reward_ma:307.64 loss:-0.003883 fps:1619 +frame:5.70e+05 wall_t:352 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.285 +2026-01-08 13:07:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:541.10 total_reward_ma:311.67 loss:-0.013 fps:1629 +frame:5.80e+05 wall_t:356 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.194 +2026-01-08 13:07:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:533.50 total_reward_ma:315.43 loss:-0.01445 fps:1630 +frame:5.90e+05 wall_t:362 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.208 +2026-01-08 13:07:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:459.15 total_reward_ma:317.82 loss:-0.009019 fps:1639 +frame:6.00e+05 wall_t:366 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.268 +2026-01-08 13:08:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:467.90 total_reward_ma:320.28 loss:-0.02096 fps:1644 +frame:6.10e+05 wall_t:371 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.292 +2026-01-08 13:08:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:478.05 total_reward_ma:322.83 loss:-0.007794 fps:1649 +frame:6.20e+05 wall_t:376 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.261 +2026-01-08 13:08:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:471.00 total_reward_ma:325.18 loss:-0.002866 fps:1658 +frame:6.30e+05 wall_t:380 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.25 +2026-01-08 13:08:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:515.00 total_reward_ma:328.15 loss:-0.009516 fps:1662 +frame:6.40e+05 wall_t:385 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.202 +2026-01-08 13:08:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:533.00 total_reward_ma:331.30 loss:-0.01269 fps:1667 +frame:6.50e+05 wall_t:390 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.215 +2026-01-08 13:08:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:550.15 total_reward_ma:334.61 loss:-0.02062 fps:1671 +frame:6.60e+05 wall_t:395 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.243 +2026-01-08 13:08:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:558.10 total_reward_ma:337.95 loss:-0.01406 fps:1679 +frame:6.70e+05 wall_t:399 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.207 +2026-01-08 13:08:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:595.50 total_reward_ma:341.74 loss:-0.01043 fps:1683 +frame:6.80e+05 wall_t:404 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.22 +2026-01-08 13:08:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:620.05 total_reward_ma:345.77 loss:-0.01317 fps:1687 +frame:6.90e+05 wall_t:409 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.142 +2026-01-08 13:08:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:640.75 total_reward_ma:349.99 loss:-0.007605 fps:1691 +frame:7.00e+05 wall_t:414 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.172 +2026-01-08 13:08:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:639.15 total_reward_ma:354.06 loss:-0.002991 fps:1695 +frame:7.10e+05 wall_t:419 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.121 +2026-01-08 13:08:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:677.80 total_reward_ma:358.55 loss:0.003788 fps:1702 +frame:7.20e+05 wall_t:423 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.15 +2026-01-08 13:09:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:717.60 total_reward_ma:363.47 loss:-0.01518 fps:1706 +frame:7.30e+05 wall_t:428 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.139 +2026-01-08 13:09:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:729.80 total_reward_ma:368.42 loss:-0.00153 fps:1709 +frame:7.40e+05 wall_t:433 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.171 +2026-01-08 13:09:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:724.70 total_reward_ma:373.17 loss:-0.00545 fps:1712 +frame:7.50e+05 wall_t:438 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.185 +2026-01-08 13:09:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:764.70 total_reward_ma:378.33 loss:-0.007391 fps:1716 +frame:7.60e+05 wall_t:443 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.166 +2026-01-08 13:09:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:812.90 total_reward_ma:383.97 loss:-0.004326 fps:1723 +frame:7.70e+05 wall_t:447 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.117 +2026-01-08 13:09:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:850.25 total_reward_ma:389.95 loss:-0.01201 fps:1726 +frame:7.80e+05 wall_t:452 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.203 +2026-01-08 13:09:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:863.95 total_reward_ma:395.95 loss:-0.01864 fps:1732 +frame:7.90e+05 wall_t:456 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.199 +2026-01-08 13:09:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:851.40 total_reward_ma:401.64 loss:-0.008894 fps:1735 +frame:8.00e+05 wall_t:461 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.124 +2026-01-08 13:09:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:835.05 total_reward_ma:406.99 loss:-0.01049 fps:1738 +frame:8.10e+05 wall_t:466 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.18 +2026-01-08 13:09:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:860.80 total_reward_ma:412.53 loss:-0.009666 fps:1745 +frame:8.20e+05 wall_t:470 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.134 +2026-01-08 13:09:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:869.20 total_reward_ma:418.03 loss:-0.002844 fps:1747 +frame:8.30e+05 wall_t:475 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.171 +2026-01-08 13:09:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:887.10 total_reward_ma:423.61 loss:-0.01378 fps:1750 +frame:8.40e+05 wall_t:480 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.114 +2026-01-08 13:09:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:914.20 total_reward_ma:429.38 loss:0.00337 fps:1756 +frame:8.50e+05 wall_t:484 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.015 +2026-01-08 13:10:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:914.45 total_reward_ma:435.02 loss:-0.003037 fps:1759 +frame:8.60e+05 wall_t:489 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.152 +2026-01-08 13:10:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:918.65 total_reward_ma:440.58 loss:-0.004855 fps:1765 +frame:8.70e+05 wall_t:493 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.176 +2026-01-08 13:10:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:897.85 total_reward_ma:445.78 loss:-0.007765 fps:1767 +frame:8.80e+05 wall_t:498 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.115 +2026-01-08 13:10:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:929.10 total_reward_ma:451.21 loss:0.00118 fps:1769 +frame:8.90e+05 wall_t:503 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9967 +2026-01-08 13:10:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:923.70 total_reward_ma:456.46 loss:-0.007799 fps:1772 +frame:9.00e+05 wall_t:508 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.081 +2026-01-08 13:10:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:929.15 total_reward_ma:461.65 loss:-0.0008716 fps:1777 +frame:9.10e+05 wall_t:512 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.156 +2026-01-08 13:10:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:869.05 total_reward_ma:466.08 loss:-0.01368 fps:1779 +frame:9.20e+05 wall_t:517 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.218 +2026-01-08 13:10:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:887.60 total_reward_ma:470.61 loss:-0.0009062 fps:1782 +frame:9.30e+05 wall_t:522 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.191 +2026-01-08 13:10:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:887.40 total_reward_ma:475.05 loss:-0.009499 fps:1787 +frame:9.40e+05 wall_t:526 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.164 +2026-01-08 13:10:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:906.85 total_reward_ma:479.59 loss:-0.0009664 fps:1789 +frame:9.50e+05 wall_t:531 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.14 +2026-01-08 13:10:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:885.60 total_reward_ma:483.82 loss:-0.01719 fps:1791 +frame:9.60e+05 wall_t:536 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.17 +2026-01-08 13:10:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:857.50 total_reward_ma:487.68 loss:-0.001443 fps:1793 +frame:9.70e+05 wall_t:541 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.143 +2026-01-08 13:10:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:873.55 total_reward_ma:491.61 loss:-0.01405 fps:1798 +frame:9.80e+05 wall_t:545 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.117 +2026-01-08 13:11:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:931.30 total_reward_ma:496.05 loss:-0.006969 fps:1800 +frame:9.90e+05 wall_t:550 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.165 +2026-01-08 13:11:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:917.60 total_reward_ma:500.27 loss:-0.005945 fps:1802 +frame:1.00e+06 wall_t:555 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.167 +2026-01-08 13:11:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:930.25 total_reward_ma:508.89 loss:0.000725 fps:1807 +frame:1.01e+06 wall_t:559 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.114 +2026-01-08 13:11:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:889.70 total_reward_ma:516.65 loss:-0.01009 fps:1809 +frame:1.02e+06 wall_t:564 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.135 +2026-01-08 13:11:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:969.15 total_reward_ma:524.97 loss:-0.002263 fps:1813 +frame:1.03e+06 wall_t:568 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.095 +2026-01-08 13:11:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:981.65 total_reward_ma:533.27 loss:-0.01123 fps:1815 +frame:1.04e+06 wall_t:573 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.098 +2026-01-08 13:11:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1045.85 total_reward_ma:542.21 loss:0.001815 fps:1817 +frame:1.05e+06 wall_t:578 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.103 +2026-01-08 13:11:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1022.65 total_reward_ma:550.91 loss:6.814e-05 fps:1818 +frame:1.06e+06 wall_t:583 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.12 +2026-01-08 13:11:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1070.25 total_reward_ma:560.11 loss:-0.007937 fps:1820 +frame:1.07e+06 wall_t:588 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.134 +2026-01-08 13:11:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1092.50 total_reward_ma:569.54 loss:0.003635 fps:1821 +frame:1.08e+06 wall_t:593 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.068 +2026-01-08 13:11:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1113.45 total_reward_ma:579.11 loss:0.001602 fps:1823 +frame:1.09e+06 wall_t:598 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.124 +2026-01-08 13:11:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1126.50 total_reward_ma:588.72 loss:-0.002642 fps:1827 +frame:1.10e+06 wall_t:602 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.021 +2026-01-08 13:11:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1225.10 total_reward_ma:599.27 loss:-0.0006368 fps:1832 +frame:1.11e+06 wall_t:606 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.116 +2026-01-08 13:12:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1213.35 total_reward_ma:609.67 loss:-0.001346 fps:1833 +frame:1.12e+06 wall_t:611 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.116 +2026-01-08 13:12:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1235.75 total_reward_ma:620.22 loss:-0.006344 fps:1834 +frame:1.13e+06 wall_t:616 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.042 +2026-01-08 13:12:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1293.70 total_reward_ma:631.28 loss:0.002074 fps:1839 +frame:1.14e+06 wall_t:620 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.073 +2026-01-08 13:12:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1294.80 total_reward_ma:642.26 loss:-0.0007308 fps:1840 +frame:1.15e+06 wall_t:625 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.102 +2026-01-08 13:12:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1262.75 total_reward_ma:652.92 loss:-0.005741 fps:1841 +frame:1.16e+06 wall_t:630 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.023 +2026-01-08 13:12:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1270.70 total_reward_ma:663.44 loss:-0.002843 fps:1843 +frame:1.17e+06 wall_t:635 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.045 +2026-01-08 13:12:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1217.60 total_reward_ma:673.38 loss:0.01274 fps:1844 +frame:1.18e+06 wall_t:640 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.9657 +2026-01-08 13:12:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1168.10 total_reward_ma:682.83 loss:-0.005919 fps:1845 +frame:1.19e+06 wall_t:645 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.9853 +2026-01-08 13:12:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1149.50 total_reward_ma:692.03 loss:-0.0006915 fps:1849 +frame:1.20e+06 wall_t:649 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.076 +2026-01-08 13:12:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1115.00 total_reward_ma:700.80 loss:-0.00528 fps:1853 +frame:1.21e+06 wall_t:653 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.023 +2026-01-08 13:12:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1103.65 total_reward_ma:709.49 loss:-0.01053 fps:1854 +frame:1.22e+06 wall_t:658 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.048 +2026-01-08 13:12:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1075.70 total_reward_ma:717.81 loss:-0.0003987 fps:1855 +frame:1.23e+06 wall_t:663 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9695 +2026-01-08 13:13:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1071.15 total_reward_ma:726.03 loss:0.008338 fps:1856 +frame:1.24e+06 wall_t:668 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.9761 +2026-01-08 13:13:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1098.10 total_reward_ma:734.53 loss:-0.002394 fps:1857 +frame:1.25e+06 wall_t:673 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.9912 +2026-01-08 13:13:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1092.55 total_reward_ma:742.86 loss:0.01166 fps:1858 +frame:1.26e+06 wall_t:678 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.9385 +2026-01-08 13:13:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1108.05 total_reward_ma:751.24 loss:0.009259 fps:1859 +frame:1.27e+06 wall_t:683 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.9638 +2026-01-08 13:13:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1097.30 total_reward_ma:759.47 loss:0.006278 fps:1860 +frame:1.28e+06 wall_t:688 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.9585 +2026-01-08 13:13:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1093.80 total_reward_ma:767.47 loss:0.006166 fps:1864 +frame:1.29e+06 wall_t:692 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.002 +2026-01-08 13:13:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1094.05 total_reward_ma:775.56 loss:0.00362 fps:1868 +frame:1.30e+06 wall_t:696 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.006 +2026-01-08 13:13:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1123.85 total_reward_ma:783.83 loss:0.003125 fps:1869 +frame:1.31e+06 wall_t:701 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.992 +2026-01-08 13:13:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1193.80 total_reward_ma:792.86 loss:-0.001233 fps:1870 +frame:1.32e+06 wall_t:706 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1 +2026-01-08 13:13:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1224.40 total_reward_ma:802.17 loss:-0.006432 fps:1873 +frame:1.33e+06 wall_t:710 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.974 +2026-01-08 13:13:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1245.05 total_reward_ma:811.58 loss:0.003232 fps:1874 +frame:1.34e+06 wall_t:715 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.041 +2026-01-08 13:13:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1316.90 total_reward_ma:821.60 loss:-0.004991 fps:1875 +frame:1.35e+06 wall_t:720 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.034 +2026-01-08 13:13:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1360.80 total_reward_ma:831.90 loss:-0.003894 fps:1878 +frame:1.36e+06 wall_t:724 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.016 +2026-01-08 13:14:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1447.40 total_reward_ma:842.98 loss:0.003064 fps:1882 +frame:1.37e+06 wall_t:728 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.9796 +2026-01-08 13:14:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1479.30 total_reward_ma:854.35 loss:0.008345 fps:1883 +frame:1.38e+06 wall_t:733 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.9592 +2026-01-08 13:14:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1495.75 total_reward_ma:865.79 loss:0.001864 fps:1886 +frame:1.39e+06 wall_t:737 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.023 +2026-01-08 13:14:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1519.90 total_reward_ma:877.30 loss:0.006388 fps:1887 +frame:1.40e+06 wall_t:742 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.9996 +2026-01-08 13:14:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1601.90 total_reward_ma:889.46 loss:0.002049 fps:1888 +frame:1.41e+06 wall_t:747 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.033 +2026-01-08 13:14:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1644.80 total_reward_ma:902.02 loss:-0.0009471 fps:1888 +frame:1.42e+06 wall_t:752 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.042 +2026-01-08 13:14:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1634.95 total_reward_ma:914.40 loss:-0.00121 fps:1889 +frame:1.43e+06 wall_t:757 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.054 +2026-01-08 13:14:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1656.75 total_reward_ma:926.87 loss:0.00352 fps:1890 +frame:1.44e+06 wall_t:762 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.047 +2026-01-08 13:14:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1709.10 total_reward_ma:939.58 loss:0.007482 fps:1890 +frame:1.45e+06 wall_t:767 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.035 +2026-01-08 13:14:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1745.20 total_reward_ma:952.67 loss:0.008407 fps:1894 +frame:1.46e+06 wall_t:771 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.033 +2026-01-08 13:14:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1731.00 total_reward_ma:965.15 loss:0.008296 fps:1897 +frame:1.47e+06 wall_t:775 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.087 +2026-01-08 13:14:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1744.45 total_reward_ma:977.38 loss:-0.007282 fps:1897 +frame:1.48e+06 wall_t:780 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.015 +2026-01-08 13:14:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1725.90 total_reward_ma:989.48 loss:0.007344 fps:1898 +frame:1.49e+06 wall_t:785 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.002 +2026-01-08 13:15:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1746.00 total_reward_ma:1001.49 loss:0.01119 fps:1899 +frame:1.50e+06 wall_t:790 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.092 +2026-01-08 13:15:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1847.95 total_reward_ma:1014.65 loss:0.005956 fps:1902 +frame:1.51e+06 wall_t:794 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.9955 +2026-01-08 13:15:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1870.55 total_reward_ma:1027.70 loss:0.005929 fps:1902 +frame:1.52e+06 wall_t:799 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.053 +2026-01-08 13:15:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1844.45 total_reward_ma:1040.83 loss:0.01024 fps:1903 +frame:1.53e+06 wall_t:804 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.9947 +2026-01-08 13:15:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1757.45 total_reward_ma:1053.12 loss:0.02531 fps:1904 +frame:1.54e+06 wall_t:809 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.8828 +2026-01-08 13:15:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1695.90 total_reward_ma:1064.66 loss:0.008378 fps:1904 +frame:1.55e+06 wall_t:814 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.9748 +2026-01-08 13:15:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1736.45 total_reward_ma:1076.60 loss:-0.00231 fps:1907 +frame:1.56e+06 wall_t:818 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.9635 +2026-01-08 13:15:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1794.65 total_reward_ma:1089.08 loss:-0.002606 fps:1908 +frame:1.57e+06 wall_t:823 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.9899 +2026-01-08 13:15:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1754.30 total_reward_ma:1101.22 loss:-0.004552 fps:1908 +frame:1.58e+06 wall_t:828 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.038 +2026-01-08 13:15:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1777.00 total_reward_ma:1113.65 loss:-0.00328 fps:1911 +frame:1.59e+06 wall_t:832 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.016 +2026-01-08 13:15:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1802.25 total_reward_ma:1127.08 loss:0.02204 fps:1912 +frame:1.60e+06 wall_t:837 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9998 +2026-01-08 13:15:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1786.45 total_reward_ma:1140.27 loss:0.007159 fps:1912 +frame:1.61e+06 wall_t:842 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.054 +2026-01-08 13:16:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1765.45 total_reward_ma:1153.14 loss:0.01841 fps:1915 +frame:1.62e+06 wall_t:846 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.018 +2026-01-08 13:16:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1745.45 total_reward_ma:1165.89 loss:0.005154 fps:1918 +frame:1.63e+06 wall_t:850 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.076 +2026-01-08 13:16:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1739.55 total_reward_ma:1178.13 loss:-0.002289 fps:1918 +frame:1.64e+06 wall_t:855 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.113 +2026-01-08 13:16:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1777.90 total_reward_ma:1190.58 loss:0.01417 fps:1919 +frame:1.65e+06 wall_t:860 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.102 +2026-01-08 13:16:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1789.05 total_reward_ma:1202.97 loss:0.0007927 fps:1919 +frame:1.66e+06 wall_t:865 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.125 +2026-01-08 13:16:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1789.20 total_reward_ma:1215.28 loss:0.008796 fps:1922 +frame:1.67e+06 wall_t:869 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.063 +2026-01-08 13:16:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1814.25 total_reward_ma:1227.47 loss:0.004029 fps:1922 +frame:1.68e+06 wall_t:874 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.084 +2026-01-08 13:16:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1810.05 total_reward_ma:1239.37 loss:0.008846 fps:1923 +frame:1.69e+06 wall_t:879 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.023 +2026-01-08 13:16:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1814.25 total_reward_ma:1251.10 loss:0.01508 fps:1925 +frame:1.70e+06 wall_t:883 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.118 +2026-01-08 13:16:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1768.65 total_reward_ma:1262.40 loss:0.006893 fps:1928 +frame:1.71e+06 wall_t:887 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.074 +2026-01-08 13:16:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1736.65 total_reward_ma:1272.99 loss:-0.002877 fps:1928 +frame:1.72e+06 wall_t:892 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.078 +2026-01-08 13:16:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1702.35 total_reward_ma:1282.83 loss:0.01826 fps:1931 +frame:1.73e+06 wall_t:896 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.087 +2026-01-08 13:16:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1707.85 total_reward_ma:1292.62 loss:-0.01565 fps:1931 +frame:1.74e+06 wall_t:901 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.096 +2026-01-08 13:16:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1699.10 total_reward_ma:1302.36 loss:0.00018 fps:1932 +frame:1.75e+06 wall_t:906 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.052 +2026-01-08 13:17:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1766.25 total_reward_ma:1312.37 loss:-0.002213 fps:1932 +frame:1.76e+06 wall_t:911 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.092 +2026-01-08 13:17:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1839.90 total_reward_ma:1322.64 loss:-0.005048 fps:1934 +frame:1.77e+06 wall_t:915 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.106 +2026-01-08 13:17:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1842.50 total_reward_ma:1332.57 loss:-6.801e-05 fps:1935 +frame:1.78e+06 wall_t:920 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.05 +2026-01-08 13:17:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1824.25 total_reward_ma:1342.17 loss:0.02039 fps:1935 +frame:1.79e+06 wall_t:925 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.089 +2026-01-08 13:17:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1804.45 total_reward_ma:1351.70 loss:-0.001 fps:1938 +frame:1.80e+06 wall_t:929 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.11 +2026-01-08 13:17:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1826.45 total_reward_ma:1361.61 loss:-0.005554 fps:1940 +frame:1.81e+06 wall_t:933 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.06 +2026-01-08 13:17:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1853.65 total_reward_ma:1371.54 loss:-0.002985 fps:1940 +frame:1.82e+06 wall_t:938 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.011 +2026-01-08 13:17:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1915.20 total_reward_ma:1382.00 loss:0.01159 fps:1941 +frame:1.83e+06 wall_t:943 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.028 +2026-01-08 13:17:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1904.15 total_reward_ma:1392.17 loss:0.00584 fps:1941 +frame:1.84e+06 wall_t:948 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.087 +2026-01-08 13:17:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1901.35 total_reward_ma:1402.05 loss:0.003296 fps:1941 +frame:1.85e+06 wall_t:953 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.072 +2026-01-08 13:17:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1858.40 total_reward_ma:1411.48 loss:-0.006634 fps:1942 +frame:1.86e+06 wall_t:958 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.08 +2026-01-08 13:17:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1914.90 total_reward_ma:1421.45 loss:-0.001116 fps:1944 +frame:1.87e+06 wall_t:962 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.108 +2026-01-08 13:18:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1819.55 total_reward_ma:1430.66 loss:-0.005497 fps:1946 +frame:1.88e+06 wall_t:966 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.076 +2026-01-08 13:18:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1775.70 total_reward_ma:1439.13 loss:-0.008423 fps:1946 +frame:1.89e+06 wall_t:971 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.051 +2026-01-08 13:18:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1798.05 total_reward_ma:1447.87 loss:-0.01382 fps:1947 +frame:1.90e+06 wall_t:976 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.074 +2026-01-08 13:18:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1822.10 total_reward_ma:1456.80 loss:-0.007086 fps:1947 +frame:1.91e+06 wall_t:981 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.114 +2026-01-08 13:18:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1832.50 total_reward_ma:1466.44 loss:0.01578 fps:1945 +frame:1.92e+06 wall_t:987 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.029 +2026-01-08 13:18:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1867.95 total_reward_ma:1476.24 loss:0.00244 fps:1946 +frame:1.93e+06 wall_t:992 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.9852 +2026-01-08 13:18:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1934.65 total_reward_ma:1486.71 loss:0.01062 fps:1948 +frame:1.94e+06 wall_t:996 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.064 +2026-01-08 13:18:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2060.65 total_reward_ma:1498.25 loss:0.007582 fps:1948 +frame:1.95e+06 wall_t:1001 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.157 +2026-01-08 13:18:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2103.45 total_reward_ma:1510.43 loss:0.005113 fps:1948 +frame:1.96e+06 wall_t:1006 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.119 +2026-01-08 13:18:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2048.00 total_reward_ma:1522.34 loss:-0.004127 fps:1950 +frame:1.97e+06 wall_t:1010 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.085 +2026-01-08 13:18:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2009.10 total_reward_ma:1533.69 loss:0.009008 fps:1951 +frame:1.98e+06 wall_t:1015 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.073 +2026-01-08 13:18:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1898.75 total_reward_ma:1543.36 loss:-0.009264 fps:1953 +frame:1.99e+06 wall_t:1019 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.082 +2026-01-08 13:18:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1911.55 total_reward_ma:1553.30 loss:0.009436 fps:1955 +frame:2.00e+06 wall_t:1023 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.059 +2026-01-08 13:19:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1920.95 total_reward_ma:1563.21 loss:0.006262 fps:1955 +frame:2.01e+06 wall_t:1028 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.14 +2026-01-08 13:19:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1863.00 total_reward_ma:1572.94 loss:-0.002079 fps:1955 +frame:2.02e+06 wall_t:1033 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.114 +2026-01-08 13:19:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1801.15 total_reward_ma:1581.26 loss:0.003114 fps:1958 +frame:2.03e+06 wall_t:1037 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.049 +2026-01-08 13:19:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1827.20 total_reward_ma:1589.72 loss:0.00675 fps:1958 +frame:2.04e+06 wall_t:1042 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.024 +2026-01-08 13:19:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1838.20 total_reward_ma:1597.64 loss:0.002391 fps:1960 +frame:2.05e+06 wall_t:1046 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.036 +2026-01-08 13:19:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1828.45 total_reward_ma:1605.70 loss:0.007644 fps:1960 +frame:2.06e+06 wall_t:1051 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.016 +2026-01-08 13:19:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1869.30 total_reward_ma:1613.69 loss:-0.004717 fps:1962 +frame:2.07e+06 wall_t:1055 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.051 +2026-01-08 13:19:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1874.40 total_reward_ma:1621.51 loss:0.01053 fps:1962 +frame:2.08e+06 wall_t:1060 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.9579 +2026-01-08 13:19:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1841.65 total_reward_ma:1628.79 loss:0.01043 fps:1964 +frame:2.09e+06 wall_t:1064 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.9637 +2026-01-08 13:19:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1870.60 total_reward_ma:1636.23 loss:-0.001673 fps:1964 +frame:2.10e+06 wall_t:1069 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.078 +2026-01-08 13:19:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1981.65 total_reward_ma:1643.80 loss:0.001748 fps:1965 +frame:2.11e+06 wall_t:1074 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.9976 +2026-01-08 13:19:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2003.00 total_reward_ma:1651.70 loss:0.002373 fps:1965 +frame:2.12e+06 wall_t:1079 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.002 +2026-01-08 13:19:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1980.80 total_reward_ma:1659.15 loss:-0.002327 fps:1965 +frame:2.13e+06 wall_t:1084 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.051 +2026-01-08 13:20:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2032.25 total_reward_ma:1666.53 loss:-0.0003571 fps:1965 +frame:2.14e+06 wall_t:1089 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.046 +2026-01-08 13:20:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1961.35 total_reward_ma:1673.20 loss:0.01598 fps:1967 +frame:2.15e+06 wall_t:1093 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.045 +2026-01-08 13:20:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1876.70 total_reward_ma:1679.34 loss:0.005438 fps:1967 +frame:2.16e+06 wall_t:1098 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.005 +2026-01-08 13:20:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1898.60 total_reward_ma:1685.62 loss:-0.006892 fps:1967 +frame:2.17e+06 wall_t:1103 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.035 +2026-01-08 13:20:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1866.20 total_reward_ma:1692.10 loss:0.0007838 fps:1969 +frame:2.18e+06 wall_t:1107 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.058 +2026-01-08 13:20:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1927.35 total_reward_ma:1699.69 loss:0.008374 fps:1969 +frame:2.19e+06 wall_t:1112 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.083 +2026-01-08 13:20:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1965.10 total_reward_ma:1707.85 loss:0.01558 fps:1970 +frame:2.20e+06 wall_t:1117 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.9674 +2026-01-08 13:20:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1967.15 total_reward_ma:1716.37 loss:0.009052 fps:1971 +frame:2.21e+06 wall_t:1121 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.023 +2026-01-08 13:20:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1953.15 total_reward_ma:1724.87 loss:0.004639 fps:1972 +frame:2.22e+06 wall_t:1126 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.023 +2026-01-08 13:20:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1958.60 total_reward_ma:1733.70 loss:0.03313 fps:1973 +frame:2.23e+06 wall_t:1130 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.02 +2026-01-08 13:20:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2005.35 total_reward_ma:1743.04 loss:-0.002567 fps:1974 +frame:2.24e+06 wall_t:1135 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.046 +2026-01-08 13:20:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2005.00 total_reward_ma:1752.11 loss:-0.001216 fps:1974 +frame:2.25e+06 wall_t:1140 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.046 +2026-01-08 13:20:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1936.00 total_reward_ma:1760.54 loss:-0.003542 fps:1974 +frame:2.26e+06 wall_t:1145 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.019 +2026-01-08 13:21:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1918.65 total_reward_ma:1768.65 loss:-0.005076 fps:1976 +frame:2.27e+06 wall_t:1149 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.064 +2026-01-08 13:21:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1872.65 total_reward_ma:1776.40 loss:0.0006022 fps:1976 +frame:2.28e+06 wall_t:1154 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.07 +2026-01-08 13:21:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1947.15 total_reward_ma:1784.93 loss:-0.003631 fps:1976 +frame:2.29e+06 wall_t:1159 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.05 +2026-01-08 13:21:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1953.00 total_reward_ma:1793.52 loss:-0.001359 fps:1976 +frame:2.30e+06 wall_t:1164 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.07 +2026-01-08 13:21:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1835.50 total_reward_ma:1800.64 loss:0.02842 fps:1978 +frame:2.31e+06 wall_t:1168 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.022 +2026-01-08 13:21:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1810.85 total_reward_ma:1806.81 loss:0.02381 fps:1978 +frame:2.32e+06 wall_t:1173 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.9938 +2026-01-08 13:21:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1927.50 total_reward_ma:1813.84 loss:0.01194 fps:1978 +frame:2.33e+06 wall_t:1178 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.001 +2026-01-08 13:21:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1855.85 total_reward_ma:1819.95 loss:0.005322 fps:1978 +frame:2.34e+06 wall_t:1183 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9613 +2026-01-08 13:21:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1894.25 total_reward_ma:1825.72 loss:0.004306 fps:1980 +frame:2.35e+06 wall_t:1187 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.007 +2026-01-08 13:21:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1821.10 total_reward_ma:1830.33 loss:-0.002461 fps:1980 +frame:2.36e+06 wall_t:1192 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9699 +2026-01-08 13:21:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1955.25 total_reward_ma:1835.41 loss:0.02222 fps:1980 +frame:2.37e+06 wall_t:1197 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.9367 +2026-01-08 13:21:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1943.30 total_reward_ma:1840.04 loss:0.01442 fps:1980 +frame:2.38e+06 wall_t:1202 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.9594 +2026-01-08 13:22:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1939.70 total_reward_ma:1844.48 loss:-0.002475 fps:1982 +frame:2.39e+06 wall_t:1206 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.9918 +2026-01-08 13:22:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1970.85 total_reward_ma:1848.99 loss:0.006797 fps:1982 +frame:2.40e+06 wall_t:1211 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9659 +2026-01-08 13:22:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1977.20 total_reward_ma:1852.75 loss:0.007283 fps:1982 +frame:2.41e+06 wall_t:1216 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9952 +2026-01-08 13:22:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1908.85 total_reward_ma:1855.39 loss:-0.003192 fps:1980 +frame:2.42e+06 wall_t:1222 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.9611 +2026-01-08 13:22:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1863.90 total_reward_ma:1857.68 loss:0.003017 fps:1982 +frame:2.43e+06 wall_t:1226 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.8946 +2026-01-08 13:22:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1834.55 total_reward_ma:1859.45 loss:0.00822 fps:1981 +frame:2.44e+06 wall_t:1232 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9299 +2026-01-08 13:22:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1902.70 total_reward_ma:1861.39 loss:0.01249 fps:1981 +frame:2.45e+06 wall_t:1237 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9782 +2026-01-08 13:22:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:1906.10 total_reward_ma:1863.00 loss:0.003559 fps:1981 +frame:2.46e+06 wall_t:1242 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9642 +2026-01-08 13:22:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2001.85 total_reward_ma:1865.71 loss:0.00753 fps:1982 +frame:2.47e+06 wall_t:1246 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9522 +2026-01-08 13:22:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2110.45 total_reward_ma:1869.37 loss:-0.004461 fps:1982 +frame:2.48e+06 wall_t:1251 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.011 +2026-01-08 13:22:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2098.40 total_reward_ma:1873.09 loss:-0.001439 fps:1982 +frame:2.49e+06 wall_t:1256 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9463 +2026-01-08 13:22:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2141.50 total_reward_ma:1877.05 loss:0.01947 fps:1983 +frame:2.50e+06 wall_t:1261 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9957 +2026-01-08 13:22:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2173.05 total_reward_ma:1880.30 loss:-0.004552 fps:1983 +frame:2.51e+06 wall_t:1266 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.009 +2026-01-08 13:23:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2176.50 total_reward_ma:1883.36 loss:0.006895 fps:1983 +frame:2.52e+06 wall_t:1271 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9654 +2026-01-08 13:23:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2123.80 total_reward_ma:1886.15 loss:0.002419 fps:1984 +frame:2.53e+06 wall_t:1275 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.886 +2026-01-08 13:23:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2091.30 total_reward_ma:1889.49 loss:0.001629 fps:1984 +frame:2.54e+06 wall_t:1280 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.9403 +2026-01-08 13:23:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2055.70 total_reward_ma:1893.09 loss:0.02898 fps:1984 +frame:2.55e+06 wall_t:1285 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9196 +2026-01-08 13:23:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2019.90 total_reward_ma:1895.92 loss:0.01809 fps:1984 +frame:2.56e+06 wall_t:1290 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9301 +2026-01-08 13:23:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2139.90 total_reward_ma:1899.38 loss:0.009114 fps:1986 +frame:2.57e+06 wall_t:1294 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9026 +2026-01-08 13:23:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2210.80 total_reward_ma:1903.94 loss:-0.003256 fps:1988 +frame:2.58e+06 wall_t:1298 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.8759 +2026-01-08 13:23:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2139.10 total_reward_ma:1907.56 loss:0.01212 fps:1988 +frame:2.59e+06 wall_t:1303 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9903 +2026-01-08 13:23:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2160.90 total_reward_ma:1911.15 loss:0.01443 fps:1988 +frame:2.60e+06 wall_t:1308 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9954 +2026-01-08 13:23:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2128.00 total_reward_ma:1914.56 loss:-0.003107 fps:1988 +frame:2.61e+06 wall_t:1313 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.9575 +2026-01-08 13:23:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2223.25 total_reward_ma:1919.14 loss:0.006012 fps:1988 +frame:2.62e+06 wall_t:1318 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.037 +2026-01-08 13:23:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2208.30 total_reward_ma:1923.77 loss:0.01506 fps:1989 +frame:2.63e+06 wall_t:1322 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.059 +2026-01-08 13:24:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2296.90 total_reward_ma:1929.34 loss:0.02133 fps:1989 +frame:2.64e+06 wall_t:1327 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9972 +2026-01-08 13:24:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2436.55 total_reward_ma:1935.93 loss:0.0132 fps:1991 +frame:2.65e+06 wall_t:1331 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.044 +2026-01-08 13:24:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2524.45 total_reward_ma:1943.28 loss:0.01335 fps:1991 +frame:2.66e+06 wall_t:1336 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.9987 +2026-01-08 13:24:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2512.55 total_reward_ma:1950.52 loss:0.01455 fps:1993 +frame:2.67e+06 wall_t:1340 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.011 +2026-01-08 13:24:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2457.00 total_reward_ma:1956.95 loss:0.005962 fps:1993 +frame:2.68e+06 wall_t:1345 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9836 +2026-01-08 13:24:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2534.30 total_reward_ma:1964.19 loss:0.01267 fps:1993 +frame:2.69e+06 wall_t:1350 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9969 +2026-01-08 13:24:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2540.15 total_reward_ma:1971.45 loss:0.00197 fps:1993 +frame:2.70e+06 wall_t:1355 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.9561 +2026-01-08 13:24:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2507.45 total_reward_ma:1978.83 loss:0.01545 fps:1993 +frame:2.71e+06 wall_t:1360 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.964 +2026-01-08 13:24:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2460.05 total_reward_ma:1986.07 loss:0.02856 fps:1993 +frame:2.72e+06 wall_t:1365 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9236 +2026-01-08 13:24:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2628.10 total_reward_ma:1995.33 loss:0.01833 fps:1994 +frame:2.73e+06 wall_t:1369 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.008 +2026-01-08 13:24:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2691.95 total_reward_ma:2005.17 loss:0.00266 fps:1996 +frame:2.74e+06 wall_t:1373 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.008 +2026-01-08 13:24:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2760.00 total_reward_ma:2015.78 loss:0.01063 fps:1996 +frame:2.75e+06 wall_t:1378 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.9348 +2026-01-08 13:24:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2825.30 total_reward_ma:2026.37 loss:0.008807 fps:1996 +frame:2.76e+06 wall_t:1383 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9201 +2026-01-08 13:25:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2842.50 total_reward_ma:2036.39 loss:0.01436 fps:1996 +frame:2.77e+06 wall_t:1388 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9815 +2026-01-08 13:25:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:2953.10 total_reward_ma:2047.50 loss:0.006563 fps:1996 +frame:2.78e+06 wall_t:1393 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9657 +2026-01-08 13:25:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3002.45 total_reward_ma:2059.28 loss:0.01634 fps:1996 +frame:2.79e+06 wall_t:1398 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.9944 +2026-01-08 13:25:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3076.80 total_reward_ma:2072.00 loss:0.003878 fps:1996 +frame:2.80e+06 wall_t:1403 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.9945 +2026-01-08 13:25:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3159.15 total_reward_ma:2085.33 loss:-0.000838 fps:1997 +frame:2.81e+06 wall_t:1407 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.9926 +2026-01-08 13:25:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3152.75 total_reward_ma:2098.32 loss:0.007082 fps:1997 +frame:2.82e+06 wall_t:1412 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.9956 +2026-01-08 13:25:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3309.15 total_reward_ma:2112.26 loss:0.01906 fps:1999 +frame:2.83e+06 wall_t:1416 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.9864 +2026-01-08 13:25:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3286.45 total_reward_ma:2126.09 loss:0.01956 fps:1999 +frame:2.84e+06 wall_t:1421 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9996 +2026-01-08 13:25:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3316.55 total_reward_ma:2140.24 loss:0.02615 fps:1999 +frame:2.85e+06 wall_t:1426 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9765 +2026-01-08 13:25:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3311.70 total_reward_ma:2154.77 loss:0.02544 fps:1999 +frame:2.86e+06 wall_t:1431 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.004 +2026-01-08 13:25:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3413.10 total_reward_ma:2169.75 loss:-0.01265 fps:1997 +frame:2.87e+06 wall_t:1437 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9753 +2026-01-08 13:25:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3293.25 total_reward_ma:2184.49 loss:0.02911 fps:1997 +frame:2.88e+06 wall_t:1442 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9005 +2026-01-08 13:26:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3345.35 total_reward_ma:2200.19 loss:0.03099 fps:1999 +frame:2.89e+06 wall_t:1446 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9935 +2026-01-08 13:26:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3354.25 total_reward_ma:2215.75 loss:0.02595 fps:1999 +frame:2.90e+06 wall_t:1451 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9439 +2026-01-08 13:26:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3283.80 total_reward_ma:2230.36 loss:0.01533 fps:1999 +frame:2.91e+06 wall_t:1456 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.923 +2026-01-08 13:26:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3305.85 total_reward_ma:2245.10 loss:0.03405 fps:1999 +frame:2.92e+06 wall_t:1461 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.9836 +2026-01-08 13:26:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3367.65 total_reward_ma:2260.09 loss:0.02627 fps:1999 +frame:2.93e+06 wall_t:1466 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9148 +2026-01-08 13:26:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3421.55 total_reward_ma:2274.96 loss:0.007312 fps:1999 +frame:2.94e+06 wall_t:1471 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9959 +2026-01-08 13:26:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3480.15 total_reward_ma:2289.16 loss:0.01474 fps:1999 +frame:2.95e+06 wall_t:1476 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.9202 +2026-01-08 13:26:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3496.60 total_reward_ma:2303.09 loss:0.01001 fps:2000 +frame:2.96e+06 wall_t:1480 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.8929 +2026-01-08 13:26:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3518.15 total_reward_ma:2317.79 loss:0.003635 fps:2000 +frame:2.97e+06 wall_t:1485 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.9545 +2026-01-08 13:26:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3489.15 total_reward_ma:2332.59 loss:0.008618 fps:2000 +frame:2.98e+06 wall_t:1490 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9932 +2026-01-08 13:26:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3599.45 total_reward_ma:2349.60 loss:0.02331 fps:2001 +frame:2.99e+06 wall_t:1494 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9361 +2026-01-08 13:26:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3717.90 total_reward_ma:2367.66 loss:0.0183 fps:2001 +frame:3.00e+06 wall_t:1499 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8976 +2026-01-08 13:26:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3627.10 total_reward_ma:2384.72 loss:0.006439 fps:2003 +frame:3.01e+06 wall_t:1503 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.936 +2026-01-08 13:27:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3560.15 total_reward_ma:2401.70 loss:0.002562 fps:2003 +frame:3.02e+06 wall_t:1508 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9064 +2026-01-08 13:27:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3515.35 total_reward_ma:2418.84 loss:0.008847 fps:2003 +frame:3.03e+06 wall_t:1513 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9637 +2026-01-08 13:27:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3430.20 total_reward_ma:2434.87 loss:0.004057 fps:2004 +frame:3.04e+06 wall_t:1517 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9898 +2026-01-08 13:27:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3417.60 total_reward_ma:2450.66 loss:0.003157 fps:2004 +frame:3.05e+06 wall_t:1522 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.919 +2026-01-08 13:27:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3328.45 total_reward_ma:2465.66 loss:0.03081 fps:2004 +frame:3.06e+06 wall_t:1527 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9057 +2026-01-08 13:27:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3365.15 total_reward_ma:2480.62 loss:0.002148 fps:2005 +frame:3.07e+06 wall_t:1531 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.879 +2026-01-08 13:27:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3426.15 total_reward_ma:2496.14 loss:0.008191 fps:2005 +frame:3.08e+06 wall_t:1536 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.907 +2026-01-08 13:27:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3386.55 total_reward_ma:2511.59 loss:0.01088 fps:2006 +frame:3.09e+06 wall_t:1540 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8546 +2026-01-08 13:27:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3348.85 total_reward_ma:2526.37 loss:0.01863 fps:2006 +frame:3.10e+06 wall_t:1545 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.9089 +2026-01-08 13:27:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3294.95 total_reward_ma:2539.50 loss:0.005965 fps:2006 +frame:3.11e+06 wall_t:1550 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.8844 +2026-01-08 13:27:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3325.35 total_reward_ma:2552.73 loss:0.007336 fps:2006 +frame:3.12e+06 wall_t:1555 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.919 +2026-01-08 13:27:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3265.85 total_reward_ma:2565.58 loss:0.02606 fps:2006 +frame:3.13e+06 wall_t:1560 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9202 +2026-01-08 13:27:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3242.35 total_reward_ma:2577.68 loss:0.006029 fps:2006 +frame:3.14e+06 wall_t:1565 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9137 +2026-01-08 13:28:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3346.05 total_reward_ma:2591.52 loss:0.01586 fps:2006 +frame:3.15e+06 wall_t:1570 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8574 +2026-01-08 13:28:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3352.15 total_reward_ma:2606.28 loss:0.001198 fps:2008 +frame:3.16e+06 wall_t:1574 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.002 +2026-01-08 13:28:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3464.20 total_reward_ma:2621.94 loss:-0.009045 fps:2008 +frame:3.17e+06 wall_t:1579 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8987 +2026-01-08 13:28:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3449.65 total_reward_ma:2637.77 loss:0.02028 fps:2009 +frame:3.18e+06 wall_t:1583 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9313 +2026-01-08 13:28:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3463.35 total_reward_ma:2653.13 loss:0.01785 fps:2009 +frame:3.19e+06 wall_t:1588 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.9135 +2026-01-08 13:28:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3529.35 total_reward_ma:2668.77 loss:0.03477 fps:2009 +frame:3.20e+06 wall_t:1593 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8573 +2026-01-08 13:28:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3504.45 total_reward_ma:2684.14 loss:0.007149 fps:2010 +frame:3.21e+06 wall_t:1597 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8953 +2026-01-08 13:28:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3499.35 total_reward_ma:2699.61 loss:0.005677 fps:2010 +frame:3.22e+06 wall_t:1602 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.971 +2026-01-08 13:28:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3538.15 total_reward_ma:2715.40 loss:0.01027 fps:2010 +frame:3.23e+06 wall_t:1607 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9335 +2026-01-08 13:28:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3551.90 total_reward_ma:2730.87 loss:0.009933 fps:2010 +frame:3.24e+06 wall_t:1612 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8873 +2026-01-08 13:28:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3541.30 total_reward_ma:2746.23 loss:-0.01101 fps:2011 +frame:3.25e+06 wall_t:1616 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8884 +2026-01-08 13:28:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3534.65 total_reward_ma:2762.22 loss:0.02175 fps:2011 +frame:3.26e+06 wall_t:1621 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8543 +2026-01-08 13:28:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3506.70 total_reward_ma:2778.10 loss:0.01712 fps:2011 +frame:3.27e+06 wall_t:1626 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8692 +2026-01-08 13:29:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3548.80 total_reward_ma:2794.86 loss:0.009699 fps:2011 +frame:3.28e+06 wall_t:1631 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8311 +2026-01-08 13:29:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3626.70 total_reward_ma:2811.65 loss:0.02517 fps:2012 +frame:3.29e+06 wall_t:1635 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.8857 +2026-01-08 13:29:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3650.25 total_reward_ma:2828.63 loss:0.03014 fps:2012 +frame:3.30e+06 wall_t:1640 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8264 +2026-01-08 13:29:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3650.25 total_reward_ma:2846.77 loss:0.01779 fps:2012 +frame:3.31e+06 wall_t:1645 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.9202 +2026-01-08 13:29:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3785.85 total_reward_ma:2866.52 loss:0.02319 fps:2013 +frame:3.32e+06 wall_t:1649 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.912 +2026-01-08 13:29:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3785.85 total_reward_ma:2885.11 loss:-0.009434 fps:2015 +frame:3.33e+06 wall_t:1653 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9308 +2026-01-08 13:29:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3819.70 total_reward_ma:2904.75 loss:0.02973 fps:2014 +frame:3.34e+06 wall_t:1658 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9034 +2026-01-08 13:29:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3844.20 total_reward_ma:2924.25 loss:0.04215 fps:2014 +frame:3.35e+06 wall_t:1663 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8417 +2026-01-08 13:29:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3846.60 total_reward_ma:2944.50 loss:0.02522 fps:2016 +frame:3.36e+06 wall_t:1667 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.909 +2026-01-08 13:29:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3848.50 total_reward_ma:2963.43 loss:0.01285 fps:2016 +frame:3.37e+06 wall_t:1672 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.8857 +2026-01-08 13:29:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3842.60 total_reward_ma:2982.43 loss:0.01668 fps:2016 +frame:3.38e+06 wall_t:1677 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8859 +2026-01-08 13:29:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3764.85 total_reward_ma:3000.68 loss:0.03533 fps:2017 +frame:3.39e+06 wall_t:1681 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8863 +2026-01-08 13:29:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3783.10 total_reward_ma:3018.80 loss:0.0109 fps:2017 +frame:3.40e+06 wall_t:1686 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9186 +2026-01-08 13:30:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3740.40 total_reward_ma:3036.43 loss:0.009254 fps:2017 +frame:3.41e+06 wall_t:1691 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.8704 +2026-01-08 13:30:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3827.20 total_reward_ma:3055.62 loss:0.01343 fps:2018 +frame:3.42e+06 wall_t:1695 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.9408 +2026-01-08 13:30:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3846.45 total_reward_ma:3075.44 loss:0.01426 fps:2018 +frame:3.43e+06 wall_t:1700 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.9164 +2026-01-08 13:30:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3862.20 total_reward_ma:3095.72 loss:0.01884 fps:2018 +frame:3.44e+06 wall_t:1705 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.901 +2026-01-08 13:30:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3738.50 total_reward_ma:3114.08 loss:0.03437 fps:2018 +frame:3.45e+06 wall_t:1710 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.8552 +2026-01-08 13:30:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3717.30 total_reward_ma:3132.19 loss:0.02858 fps:2017 +frame:3.46e+06 wall_t:1715 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.8807 +2026-01-08 13:30:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3671.55 total_reward_ma:3148.89 loss:0.0116 fps:2019 +frame:3.47e+06 wall_t:1719 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.9153 +2026-01-08 13:30:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3672.60 total_reward_ma:3164.51 loss:0.007956 fps:2019 +frame:3.48e+06 wall_t:1724 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.9177 +2026-01-08 13:30:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3665.45 total_reward_ma:3180.18 loss:0.01346 fps:2019 +frame:3.49e+06 wall_t:1729 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9224 +2026-01-08 13:30:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3601.80 total_reward_ma:3194.78 loss:0.02737 fps:2020 +frame:3.50e+06 wall_t:1733 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8839 +2026-01-08 13:30:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3656.70 total_reward_ma:3209.62 loss:0.0317 fps:2020 +frame:3.51e+06 wall_t:1738 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9186 +2026-01-08 13:30:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3667.20 total_reward_ma:3224.52 loss:0.007978 fps:2020 +frame:3.52e+06 wall_t:1743 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.8841 +2026-01-08 13:31:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3666.30 total_reward_ma:3239.95 loss:0.002356 fps:2021 +frame:3.53e+06 wall_t:1747 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8584 +2026-01-08 13:31:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3666.50 total_reward_ma:3255.70 loss:0.03573 fps:2021 +frame:3.54e+06 wall_t:1752 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9248 +2026-01-08 13:31:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3611.20 total_reward_ma:3271.26 loss:0.01719 fps:2020 +frame:3.55e+06 wall_t:1757 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.8144 +2026-01-08 13:31:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3627.55 total_reward_ma:3287.33 loss:0.03062 fps:2022 +frame:3.56e+06 wall_t:1761 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.8004 +2026-01-08 13:31:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3643.50 total_reward_ma:3302.37 loss:0.01477 fps:2022 +frame:3.57e+06 wall_t:1766 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8998 +2026-01-08 13:31:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3810.60 total_reward_ma:3318.37 loss:0.02184 fps:2021 +frame:3.58e+06 wall_t:1771 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.8834 +2026-01-08 13:31:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3750.80 total_reward_ma:3334.48 loss:0.02627 fps:2023 +frame:3.59e+06 wall_t:1775 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.8944 +2026-01-08 13:31:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3739.30 total_reward_ma:3350.27 loss:0.01032 fps:2022 +frame:3.60e+06 wall_t:1780 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.9066 +2026-01-08 13:31:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3778.35 total_reward_ma:3366.77 loss:-0.002896 fps:2022 +frame:3.61e+06 wall_t:1785 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.9086 +2026-01-08 13:31:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3771.15 total_reward_ma:3382.25 loss:0.05103 fps:2022 +frame:3.62e+06 wall_t:1790 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8346 +2026-01-08 13:31:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3836.75 total_reward_ma:3398.53 loss:0.01178 fps:2023 +frame:3.63e+06 wall_t:1794 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8149 +2026-01-08 13:31:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3859.85 total_reward_ma:3414.16 loss:0.01888 fps:2023 +frame:3.64e+06 wall_t:1799 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8667 +2026-01-08 13:31:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3845.80 total_reward_ma:3428.26 loss:0.03985 fps:2023 +frame:3.65e+06 wall_t:1804 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8148 +2026-01-08 13:32:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:3977.40 total_reward_ma:3442.79 loss:0.01757 fps:2023 +frame:3.66e+06 wall_t:1809 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9097 +2026-01-08 13:32:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4024.50 total_reward_ma:3457.91 loss:0.01749 fps:2024 +frame:3.67e+06 wall_t:1813 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8551 +2026-01-08 13:32:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4051.30 total_reward_ma:3473.85 loss:-5.997e-05 fps:2024 +frame:3.68e+06 wall_t:1818 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8673 +2026-01-08 13:32:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4027.10 total_reward_ma:3488.78 loss:0.0326 fps:2025 +frame:3.69e+06 wall_t:1822 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8294 +2026-01-08 13:32:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4058.60 total_reward_ma:3503.96 loss:0.05085 fps:2025 +frame:3.70e+06 wall_t:1827 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.8112 +2026-01-08 13:32:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4083.50 total_reward_ma:3519.72 loss:0.02783 fps:2025 +frame:3.71e+06 wall_t:1832 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8896 +2026-01-08 13:32:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4151.80 total_reward_ma:3536.64 loss:0.01025 fps:2025 +frame:3.72e+06 wall_t:1837 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8594 +2026-01-08 13:32:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4132.35 total_reward_ma:3551.68 loss:0.03202 fps:2025 +frame:3.73e+06 wall_t:1842 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8517 +2026-01-08 13:32:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4201.60 total_reward_ma:3566.78 loss:0.02834 fps:2026 +frame:3.74e+06 wall_t:1846 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.7957 +2026-01-08 13:32:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4268.05 total_reward_ma:3581.86 loss:0.03688 fps:2026 +frame:3.75e+06 wall_t:1851 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.9291 +2026-01-08 13:32:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4295.50 total_reward_ma:3596.56 loss:0.0008253 fps:2027 +frame:3.76e+06 wall_t:1855 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.921 +2026-01-08 13:32:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4341.60 total_reward_ma:3611.55 loss:0.02591 fps:2027 +frame:3.77e+06 wall_t:1860 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.8644 +2026-01-08 13:32:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4422.20 total_reward_ma:3626.24 loss:-0.0005883 fps:2028 +frame:3.78e+06 wall_t:1864 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.9048 +2026-01-08 13:33:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4430.20 total_reward_ma:3640.52 loss:0.01183 fps:2028 +frame:3.79e+06 wall_t:1869 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8804 +2026-01-08 13:33:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4427.15 total_reward_ma:3654.02 loss:0.02089 fps:2028 +frame:3.80e+06 wall_t:1874 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.9113 +2026-01-08 13:33:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4394.25 total_reward_ma:3666.37 loss:0.01279 fps:2028 +frame:3.81e+06 wall_t:1879 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.9172 +2026-01-08 13:33:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4372.70 total_reward_ma:3678.57 loss:0.03328 fps:2029 +frame:3.82e+06 wall_t:1883 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.8622 +2026-01-08 13:33:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4353.40 total_reward_ma:3689.02 loss:-0.002172 fps:2029 +frame:3.83e+06 wall_t:1888 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9583 +2026-01-08 13:33:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4407.55 total_reward_ma:3700.23 loss:-0.01242 fps:2029 +frame:3.84e+06 wall_t:1893 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9859 +2026-01-08 13:33:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4482.85 total_reward_ma:3711.89 loss:0.01517 fps:2030 +frame:3.85e+06 wall_t:1897 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9278 +2026-01-08 13:33:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4457.60 total_reward_ma:3723.35 loss:0.0007371 fps:2029 +frame:3.86e+06 wall_t:1902 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9436 +2026-01-08 13:33:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4383.15 total_reward_ma:3733.05 loss:0.01915 fps:2028 +frame:3.87e+06 wall_t:1908 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9424 +2026-01-08 13:33:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4345.70 total_reward_ma:3743.57 loss:0.01526 fps:2028 +frame:3.88e+06 wall_t:1913 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.9001 +2026-01-08 13:33:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4265.45 total_reward_ma:3752.78 loss:0.0205 fps:2028 +frame:3.89e+06 wall_t:1918 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.9057 +2026-01-08 13:33:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4354.95 total_reward_ma:3762.78 loss:-0.001452 fps:2029 +frame:3.90e+06 wall_t:1922 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.9289 +2026-01-08 13:34:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4407.80 total_reward_ma:3774.02 loss:0.007122 fps:2029 +frame:3.91e+06 wall_t:1927 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.9018 +2026-01-08 13:34:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4411.50 total_reward_ma:3785.08 loss:0.0359 fps:2030 +frame:3.92e+06 wall_t:1931 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8651 +2026-01-08 13:34:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4331.40 total_reward_ma:3794.72 loss:0.009046 fps:2030 +frame:3.93e+06 wall_t:1936 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8813 +2026-01-08 13:34:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4290.55 total_reward_ma:3803.41 loss:0.02549 fps:2031 +frame:3.94e+06 wall_t:1940 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.8782 +2026-01-08 13:34:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4357.30 total_reward_ma:3812.18 loss:0.03864 fps:2031 +frame:3.95e+06 wall_t:1945 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.829 +2026-01-08 13:34:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4290.00 total_reward_ma:3820.11 loss:0.01955 fps:2032 +frame:3.96e+06 wall_t:1949 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.9441 +2026-01-08 13:34:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4303.35 total_reward_ma:3827.96 loss:-0.004852 fps:2032 +frame:3.97e+06 wall_t:1954 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8974 +2026-01-08 13:34:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4322.85 total_reward_ma:3836.30 loss:0.006651 fps:2033 +frame:3.98e+06 wall_t:1958 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.9171 +2026-01-08 13:34:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4295.15 total_reward_ma:3843.26 loss:0.01056 fps:2033 +frame:3.99e+06 wall_t:1963 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.9343 +2026-01-08 13:34:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4310.60 total_reward_ma:3849.19 loss:0.01482 fps:2033 +frame:4.00e+06 wall_t:1968 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.9094 +2026-01-08 13:34:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4310.60 total_reward_ma:3856.02 loss:0.009604 fps:2032 +frame:4.01e+06 wall_t:1973 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.8012 +2026-01-08 13:34:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4278.40 total_reward_ma:3863.20 loss:0.009295 fps:2033 +frame:4.02e+06 wall_t:1977 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8741 +2026-01-08 13:34:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4285.55 total_reward_ma:3870.90 loss:0.007322 fps:2033 +frame:4.03e+06 wall_t:1982 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8856 +2026-01-08 13:35:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4258.15 total_reward_ma:3879.18 loss:0.02963 fps:2033 +frame:4.04e+06 wall_t:1987 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8515 +2026-01-08 13:35:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4499.45 total_reward_ma:3890.00 loss:0.02029 fps:2033 +frame:4.05e+06 wall_t:1992 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.8444 +2026-01-08 13:35:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4483.65 total_reward_ma:3901.55 loss:0.009701 fps:2032 +frame:4.06e+06 wall_t:1998 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.8137 +2026-01-08 13:35:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4549.90 total_reward_ma:3913.40 loss:0.01782 fps:2033 +frame:4.07e+06 wall_t:2002 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8585 +2026-01-08 13:35:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4549.40 total_reward_ma:3924.63 loss:0.02468 fps:2032 +frame:4.08e+06 wall_t:2008 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.838 +2026-01-08 13:35:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4556.00 total_reward_ma:3936.33 loss:0.0285 fps:2033 +frame:4.09e+06 wall_t:2012 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.85 +2026-01-08 13:35:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4542.30 total_reward_ma:3948.26 loss:0.02134 fps:2033 +frame:4.10e+06 wall_t:2017 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8689 +2026-01-08 13:35:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4689.20 total_reward_ma:3962.21 loss:0.0148 fps:2033 +frame:4.11e+06 wall_t:2022 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8924 +2026-01-08 13:35:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4710.90 total_reward_ma:3976.06 loss:0.01662 fps:2034 +frame:4.12e+06 wall_t:2026 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.9202 +2026-01-08 13:35:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4760.80 total_reward_ma:3991.01 loss:0.02885 fps:2033 +frame:4.13e+06 wall_t:2031 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.825 +2026-01-08 13:35:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4855.35 total_reward_ma:4007.14 loss:0.01719 fps:2033 +frame:4.14e+06 wall_t:2036 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.817 +2026-01-08 13:35:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4888.95 total_reward_ma:4022.57 loss:0.02129 fps:2034 +frame:4.15e+06 wall_t:2040 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8566 +2026-01-08 13:35:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4866.05 total_reward_ma:4037.71 loss:0.02173 fps:2034 +frame:4.16e+06 wall_t:2045 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.8967 +2026-01-08 13:36:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4964.35 total_reward_ma:4052.71 loss:0.009529 fps:2034 +frame:4.17e+06 wall_t:2050 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.889 +2026-01-08 13:36:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4963.70 total_reward_ma:4067.85 loss:0.02682 fps:2035 +frame:4.18e+06 wall_t:2054 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.85 +2026-01-08 13:36:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5000.80 total_reward_ma:4083.23 loss:0.02155 fps:2036 +frame:4.19e+06 wall_t:2058 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.8487 +2026-01-08 13:36:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4939.30 total_reward_ma:4097.33 loss:0.003921 fps:2036 +frame:4.20e+06 wall_t:2063 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8747 +2026-01-08 13:36:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:4939.30 total_reward_ma:4111.67 loss:0.008827 fps:2036 +frame:4.21e+06 wall_t:2068 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8637 +2026-01-08 13:36:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5093.05 total_reward_ma:4127.61 loss:0.01738 fps:2036 +frame:4.22e+06 wall_t:2073 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8458 +2026-01-08 13:36:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5089.25 total_reward_ma:4143.12 loss:0.02305 fps:2037 +frame:4.23e+06 wall_t:2077 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.8699 +2026-01-08 13:36:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5207.35 total_reward_ma:4159.68 loss:0.04022 fps:2037 +frame:4.24e+06 wall_t:2082 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.9138 +2026-01-08 13:36:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5293.65 total_reward_ma:4177.20 loss:0.007154 fps:2036 +frame:4.25e+06 wall_t:2087 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8154 +2026-01-08 13:36:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5342.55 total_reward_ma:4195.28 loss:0.006904 fps:2036 +frame:4.26e+06 wall_t:2092 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.8053 +2026-01-08 13:36:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5344.55 total_reward_ma:4213.66 loss:0.001681 fps:2037 +frame:4.27e+06 wall_t:2096 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.7905 +2026-01-08 13:36:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5382.00 total_reward_ma:4231.99 loss:0.002443 fps:2037 +frame:4.28e+06 wall_t:2101 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.845 +2026-01-08 13:36:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5390.55 total_reward_ma:4249.63 loss:0.01016 fps:2038 +frame:4.29e+06 wall_t:2105 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8299 +2026-01-08 13:37:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5511.15 total_reward_ma:4268.24 loss:0.05136 fps:2038 +frame:4.30e+06 wall_t:2110 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.8364 +2026-01-08 13:37:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5489.05 total_reward_ma:4286.62 loss:0.006253 fps:2038 +frame:4.31e+06 wall_t:2115 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.7942 +2026-01-08 13:37:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5564.40 total_reward_ma:4304.41 loss:0.03783 fps:2038 +frame:4.32e+06 wall_t:2120 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8131 +2026-01-08 13:37:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5558.70 total_reward_ma:4322.14 loss:0.006603 fps:2038 +frame:4.33e+06 wall_t:2125 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8616 +2026-01-08 13:37:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5664.85 total_reward_ma:4340.59 loss:0.02104 fps:2039 +frame:4.34e+06 wall_t:2129 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.812 +2026-01-08 13:37:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5685.80 total_reward_ma:4359.01 loss:0.01989 fps:2038 +frame:4.35e+06 wall_t:2134 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.8535 +2026-01-08 13:37:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5807.45 total_reward_ma:4378.61 loss:0.04301 fps:2039 +frame:4.36e+06 wall_t:2138 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8372 +2026-01-08 13:37:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5884.95 total_reward_ma:4398.98 loss:0.02223 fps:2039 +frame:4.37e+06 wall_t:2143 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.828 +2026-01-08 13:37:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5903.55 total_reward_ma:4419.59 loss:0.01186 fps:2039 +frame:4.38e+06 wall_t:2148 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8198 +2026-01-08 13:37:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6002.95 total_reward_ma:4441.97 loss:0.015 fps:2039 +frame:4.39e+06 wall_t:2153 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8558 +2026-01-08 13:37:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6041.45 total_reward_ma:4464.55 loss:0.0399 fps:2039 +frame:4.40e+06 wall_t:2158 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8538 +2026-01-08 13:37:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6041.45 total_reward_ma:4487.56 loss:0.01825 fps:2040 +frame:4.41e+06 wall_t:2162 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.8753 +2026-01-08 13:38:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5941.55 total_reward_ma:4508.71 loss:0.01433 fps:2040 +frame:4.42e+06 wall_t:2167 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7881 +2026-01-08 13:38:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5901.05 total_reward_ma:4529.25 loss:0.01223 fps:2040 +frame:4.43e+06 wall_t:2172 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.8121 +2026-01-08 13:38:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5808.85 total_reward_ma:4548.72 loss:0.03329 fps:2040 +frame:4.44e+06 wall_t:2176 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.789 +2026-01-08 13:38:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5830.85 total_reward_ma:4569.64 loss:0.01373 fps:2039 +frame:4.45e+06 wall_t:2182 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.788 +2026-01-08 13:38:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5865.30 total_reward_ma:4591.12 loss:-0.008773 fps:2040 +frame:4.46e+06 wall_t:2186 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7983 +2026-01-08 13:38:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5821.10 total_reward_ma:4612.62 loss:-0.002549 fps:2040 +frame:4.47e+06 wall_t:2191 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.784 +2026-01-08 13:38:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5739.10 total_reward_ma:4633.28 loss:0.008751 fps:2040 +frame:4.48e+06 wall_t:2196 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.8456 +2026-01-08 13:38:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5792.50 total_reward_ma:4654.55 loss:0.01465 fps:2040 +frame:4.49e+06 wall_t:2201 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.8544 +2026-01-08 13:38:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5804.25 total_reward_ma:4676.58 loss:0.02866 fps:2040 +frame:4.50e+06 wall_t:2206 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8037 +2026-01-08 13:38:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5888.65 total_reward_ma:4698.90 loss:0.02248 fps:2041 +frame:4.51e+06 wall_t:2210 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8103 +2026-01-08 13:38:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5860.95 total_reward_ma:4720.84 loss:0.003582 fps:2041 +frame:4.52e+06 wall_t:2215 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.8431 +2026-01-08 13:38:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5963.30 total_reward_ma:4743.81 loss:0.02473 fps:2041 +frame:4.53e+06 wall_t:2219 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.817 +2026-01-08 13:38:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5951.00 total_reward_ma:4766.65 loss:0.01164 fps:2040 +frame:4.54e+06 wall_t:2225 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.8081 +2026-01-08 13:39:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5944.15 total_reward_ma:4789.98 loss:0.02072 fps:2041 +frame:4.55e+06 wall_t:2229 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8323 +2026-01-08 13:39:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5928.90 total_reward_ma:4812.99 loss:0.02855 fps:2041 +frame:4.56e+06 wall_t:2234 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8031 +2026-01-08 13:39:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5946.30 total_reward_ma:4836.02 loss:0.02599 fps:2041 +frame:4.57e+06 wall_t:2239 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7662 +2026-01-08 13:39:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6090.75 total_reward_ma:4858.82 loss:0.02313 fps:2042 +frame:4.58e+06 wall_t:2243 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8181 +2026-01-08 13:39:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6104.25 total_reward_ma:4882.36 loss:0.02603 fps:2042 +frame:4.59e+06 wall_t:2248 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8769 +2026-01-08 13:39:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6059.25 total_reward_ma:4905.56 loss:0.02638 fps:2042 +frame:4.60e+06 wall_t:2253 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.8714 +2026-01-08 13:39:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6127.65 total_reward_ma:4929.05 loss:0.01173 fps:2043 +frame:4.61e+06 wall_t:2257 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.8313 +2026-01-08 13:39:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6101.85 total_reward_ma:4952.36 loss:0.03864 fps:2042 +frame:4.62e+06 wall_t:2262 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.8522 +2026-01-08 13:39:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6085.10 total_reward_ma:4974.84 loss:0.04671 fps:2042 +frame:4.63e+06 wall_t:2267 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7652 +2026-01-08 13:39:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6078.30 total_reward_ma:4997.02 loss:0.01487 fps:2043 +frame:4.64e+06 wall_t:2271 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8301 +2026-01-08 13:39:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6056.95 total_reward_ma:5019.14 loss:0.006691 fps:2043 +frame:4.65e+06 wall_t:2276 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.8264 +2026-01-08 13:39:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6169.80 total_reward_ma:5041.06 loss:0.004195 fps:2043 +frame:4.66e+06 wall_t:2281 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.8552 +2026-01-08 13:40:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6190.95 total_reward_ma:5062.73 loss:0.01084 fps:2043 +frame:4.67e+06 wall_t:2286 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7813 +2026-01-08 13:40:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6166.15 total_reward_ma:5083.87 loss:0.04041 fps:2043 +frame:4.68e+06 wall_t:2291 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8767 +2026-01-08 13:40:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6133.80 total_reward_ma:5104.94 loss:0.02386 fps:2043 +frame:4.69e+06 wall_t:2296 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.7736 +2026-01-08 13:40:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6139.50 total_reward_ma:5125.75 loss:0.02616 fps:2043 +frame:4.70e+06 wall_t:2300 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.8393 +2026-01-08 13:40:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6147.40 total_reward_ma:5146.39 loss:0.01268 fps:2043 +frame:4.71e+06 wall_t:2305 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.8153 +2026-01-08 13:40:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6185.00 total_reward_ma:5166.72 loss:0.007102 fps:2043 +frame:4.72e+06 wall_t:2310 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7566 +2026-01-08 13:40:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6037.30 total_reward_ma:5185.77 loss:0.01572 fps:2043 +frame:4.73e+06 wall_t:2315 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.7514 +2026-01-08 13:40:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6026.10 total_reward_ma:5204.02 loss:0.004033 fps:2044 +frame:4.74e+06 wall_t:2319 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7764 +2026-01-08 13:40:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6026.10 total_reward_ma:5221.60 loss:0.0426 fps:2044 +frame:4.75e+06 wall_t:2324 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8369 +2026-01-08 13:40:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6025.35 total_reward_ma:5238.89 loss:0.02805 fps:2045 +frame:4.76e+06 wall_t:2328 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.8016 +2026-01-08 13:40:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6012.90 total_reward_ma:5255.61 loss:0.01432 fps:2045 +frame:4.77e+06 wall_t:2333 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6896 +2026-01-08 13:40:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6169.90 total_reward_ma:5273.08 loss:0.0172 fps:2045 +frame:4.78e+06 wall_t:2337 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8355 +2026-01-08 13:40:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6185.70 total_reward_ma:5290.64 loss:0.01548 fps:2045 +frame:4.79e+06 wall_t:2342 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7685 +2026-01-08 13:41:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6153.60 total_reward_ma:5307.90 loss:0.01383 fps:2046 +frame:4.80e+06 wall_t:2346 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.7583 +2026-01-08 13:41:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6218.85 total_reward_ma:5326.15 loss:0.01124 fps:2046 +frame:4.81e+06 wall_t:2351 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.7621 +2026-01-08 13:41:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6102.15 total_reward_ma:5343.44 loss:0.006231 fps:2046 +frame:4.82e+06 wall_t:2356 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.8367 +2026-01-08 13:41:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6036.50 total_reward_ma:5360.27 loss:0.02298 fps:2046 +frame:4.83e+06 wall_t:2361 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.8423 +2026-01-08 13:41:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6197.25 total_reward_ma:5378.17 loss:0.01144 fps:2047 +frame:4.84e+06 wall_t:2365 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8161 +2026-01-08 13:41:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6165.45 total_reward_ma:5395.00 loss:0.02339 fps:2046 +frame:4.85e+06 wall_t:2370 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8207 +2026-01-08 13:41:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6197.00 total_reward_ma:5412.39 loss:0.03009 fps:2046 +frame:4.86e+06 wall_t:2375 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8176 +2026-01-08 13:41:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6091.50 total_reward_ma:5429.48 loss:0.03314 fps:2047 +frame:4.87e+06 wall_t:2379 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.7758 +2026-01-08 13:41:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6198.40 total_reward_ma:5448.00 loss:0.002903 fps:2047 +frame:4.88e+06 wall_t:2384 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.8501 +2026-01-08 13:41:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6175.45 total_reward_ma:5467.10 loss:0.0186 fps:2047 +frame:4.89e+06 wall_t:2389 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.7765 +2026-01-08 13:41:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6090.05 total_reward_ma:5484.45 loss:0.01507 fps:2048 +frame:4.90e+06 wall_t:2393 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.875 +2026-01-08 13:41:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6030.00 total_reward_ma:5500.67 loss:0.02111 fps:2048 +frame:4.91e+06 wall_t:2398 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.786 +2026-01-08 13:41:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6053.30 total_reward_ma:5517.09 loss:0.008723 fps:2048 +frame:4.92e+06 wall_t:2402 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7945 +2026-01-08 13:42:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6036.45 total_reward_ma:5534.14 loss:0.01482 fps:2048 +frame:4.93e+06 wall_t:2407 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7787 +2026-01-08 13:42:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6038.70 total_reward_ma:5551.63 loss:0.02378 fps:2048 +frame:4.94e+06 wall_t:2412 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7846 +2026-01-08 13:42:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6081.30 total_reward_ma:5568.87 loss:0.02049 fps:2048 +frame:4.95e+06 wall_t:2417 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.7278 +2026-01-08 13:42:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6137.75 total_reward_ma:5587.34 loss:0.01983 fps:2048 +frame:4.96e+06 wall_t:2422 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.8237 +2026-01-08 13:42:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6033.35 total_reward_ma:5604.64 loss:0.0335 fps:2048 +frame:4.97e+06 wall_t:2427 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7174 +2026-01-08 13:42:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6083.65 total_reward_ma:5622.25 loss:0.02755 fps:2048 +frame:4.98e+06 wall_t:2432 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7303 +2026-01-08 13:42:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6130.10 total_reward_ma:5640.60 loss:0.01125 fps:2048 +frame:4.99e+06 wall_t:2437 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.7908 +2026-01-08 13:42:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6096.20 total_reward_ma:5658.46 loss:0.03707 fps:2048 +frame:5.00e+06 wall_t:2441 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.8178 +2026-01-08 13:42:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6115.35 total_reward_ma:5676.50 loss:0.003077 fps:2048 +frame:5.01e+06 wall_t:2446 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.7884 +2026-01-08 13:42:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6100.30 total_reward_ma:5694.72 loss:0.004329 fps:2048 +frame:5.02e+06 wall_t:2451 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.745 +2026-01-08 13:42:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6095.30 total_reward_ma:5712.82 loss:0.03216 fps:2049 +frame:5.03e+06 wall_t:2455 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.7188 +2026-01-08 13:42:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6209.70 total_reward_ma:5732.34 loss:0.03348 fps:2050 +frame:5.04e+06 wall_t:2459 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.742 +2026-01-08 13:42:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6191.80 total_reward_ma:5749.26 loss:0.006404 fps:2050 +frame:5.05e+06 wall_t:2464 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7655 +2026-01-08 13:43:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6265.55 total_reward_ma:5767.08 loss:0.04426 fps:2049 +frame:5.06e+06 wall_t:2469 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.723 +2026-01-08 13:43:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6255.75 total_reward_ma:5784.14 loss:0.02164 fps:2050 +frame:5.07e+06 wall_t:2473 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7244 +2026-01-08 13:43:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6312.10 total_reward_ma:5801.77 loss:0.00509 fps:2050 +frame:5.08e+06 wall_t:2478 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.766 +2026-01-08 13:43:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6302.70 total_reward_ma:5819.23 loss:0.02025 fps:2051 +frame:5.09e+06 wall_t:2482 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7086 +2026-01-08 13:43:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6383.75 total_reward_ma:5837.65 loss:0.0006671 fps:2051 +frame:5.10e+06 wall_t:2487 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.7263 +2026-01-08 13:43:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6359.60 total_reward_ma:5854.35 loss:0.02752 fps:2051 +frame:5.11e+06 wall_t:2492 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7211 +2026-01-08 13:43:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6342.60 total_reward_ma:5870.67 loss:0.01698 fps:2051 +frame:5.12e+06 wall_t:2496 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7574 +2026-01-08 13:43:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6416.60 total_reward_ma:5887.23 loss:0.02926 fps:2052 +frame:5.13e+06 wall_t:2500 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.7429 +2026-01-08 13:43:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6416.60 total_reward_ma:5902.84 loss:-0.006118 fps:2052 +frame:5.14e+06 wall_t:2505 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7374 +2026-01-08 13:43:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6393.10 total_reward_ma:5917.88 loss:0.008097 fps:2052 +frame:5.15e+06 wall_t:2510 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7905 +2026-01-08 13:43:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6308.60 total_reward_ma:5932.31 loss:0.006076 fps:2053 +frame:5.16e+06 wall_t:2514 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.7271 +2026-01-08 13:43:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6349.40 total_reward_ma:5946.15 loss:0.02634 fps:2052 +frame:5.17e+06 wall_t:2520 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7269 +2026-01-08 13:43:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6346.60 total_reward_ma:5959.98 loss:0.03334 fps:2052 +frame:5.18e+06 wall_t:2524 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8012 +2026-01-08 13:44:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6366.75 total_reward_ma:5973.64 loss:0.03587 fps:2052 +frame:5.19e+06 wall_t:2529 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.785 +2026-01-08 13:44:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6609.15 total_reward_ma:5990.34 loss:0.01614 fps:2053 +frame:5.20e+06 wall_t:2533 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8493 +2026-01-08 13:44:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6640.25 total_reward_ma:6007.35 loss:0.03502 fps:2054 +frame:5.21e+06 wall_t:2537 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.8268 +2026-01-08 13:44:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6653.35 total_reward_ma:6022.95 loss:0.008871 fps:2054 +frame:5.22e+06 wall_t:2542 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.8214 +2026-01-08 13:44:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6553.05 total_reward_ma:6037.59 loss:0.0101 fps:2054 +frame:5.23e+06 wall_t:2546 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.789 +2026-01-08 13:44:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6553.05 total_reward_ma:6051.05 loss:0.008338 fps:2054 +frame:5.24e+06 wall_t:2551 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.7896 +2026-01-08 13:44:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6522.10 total_reward_ma:6063.33 loss:0.03125 fps:2054 +frame:5.25e+06 wall_t:2556 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8165 +2026-01-08 13:44:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6605.25 total_reward_ma:6075.96 loss:0.02601 fps:2054 +frame:5.26e+06 wall_t:2561 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.786 +2026-01-08 13:44:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6651.65 total_reward_ma:6089.03 loss:0.01463 fps:2054 +frame:5.27e+06 wall_t:2566 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.8167 +2026-01-08 13:44:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6674.95 total_reward_ma:6101.96 loss:0.03579 fps:2054 +frame:5.28e+06 wall_t:2571 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7811 +2026-01-08 13:44:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6756.15 total_reward_ma:6115.62 loss:0.02478 fps:2054 +frame:5.29e+06 wall_t:2576 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.749 +2026-01-08 13:44:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6777.65 total_reward_ma:6128.28 loss:0.01107 fps:2054 +frame:5.30e+06 wall_t:2580 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.8088 +2026-01-08 13:44:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6746.50 total_reward_ma:6140.86 loss:0.008999 fps:2055 +frame:5.31e+06 wall_t:2584 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.7428 +2026-01-08 13:45:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6753.15 total_reward_ma:6152.74 loss:0.0155 fps:2055 +frame:5.32e+06 wall_t:2589 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7572 +2026-01-08 13:45:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6753.15 total_reward_ma:6164.69 loss:0.02071 fps:2055 +frame:5.33e+06 wall_t:2594 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7411 +2026-01-08 13:45:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6602.85 total_reward_ma:6174.07 loss:0.03155 fps:2055 +frame:5.34e+06 wall_t:2598 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7965 +2026-01-08 13:45:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6592.60 total_reward_ma:6183.14 loss:0.01568 fps:2055 +frame:5.35e+06 wall_t:2603 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.7881 +2026-01-08 13:45:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6609.25 total_reward_ma:6191.15 loss:0.004332 fps:2055 +frame:5.36e+06 wall_t:2608 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7807 +2026-01-08 13:45:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6602.85 total_reward_ma:6198.33 loss:0.01428 fps:2055 +frame:5.37e+06 wall_t:2613 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7707 +2026-01-08 13:45:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6614.55 total_reward_ma:6205.44 loss:0.02393 fps:2056 +frame:5.38e+06 wall_t:2617 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.8105 +2026-01-08 13:45:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6649.00 total_reward_ma:6211.90 loss:0.02644 fps:2056 +frame:5.39e+06 wall_t:2622 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7438 +2026-01-08 13:45:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6690.25 total_reward_ma:6218.39 loss:0.03901 fps:2056 +frame:5.40e+06 wall_t:2627 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8183 +2026-01-08 13:45:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6705.60 total_reward_ma:6225.03 loss:0.03931 fps:2056 +frame:5.41e+06 wall_t:2631 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7452 +2026-01-08 13:45:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6729.85 total_reward_ma:6232.92 loss:0.03783 fps:2056 +frame:5.42e+06 wall_t:2636 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7764 +2026-01-08 13:45:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6818.50 total_reward_ma:6242.09 loss:0.02397 fps:2055 +frame:5.43e+06 wall_t:2642 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.8258 +2026-01-08 13:45:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6810.65 total_reward_ma:6252.11 loss:0.0006425 fps:2056 +frame:5.44e+06 wall_t:2646 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.798 +2026-01-08 13:46:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6807.85 total_reward_ma:6261.88 loss:0.01266 fps:2056 +frame:5.45e+06 wall_t:2651 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8234 +2026-01-08 13:46:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6784.35 total_reward_ma:6271.07 loss:0.0454 fps:2056 +frame:5.46e+06 wall_t:2656 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.771 +2026-01-08 13:46:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6758.30 total_reward_ma:6280.44 loss:0.009697 fps:2056 +frame:5.47e+06 wall_t:2660 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.8003 +2026-01-08 13:46:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6738.15 total_reward_ma:6290.43 loss:0.05014 fps:2056 +frame:5.48e+06 wall_t:2665 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7687 +2026-01-08 13:46:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6783.70 total_reward_ma:6300.34 loss:0.03709 fps:2056 +frame:5.49e+06 wall_t:2670 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.8183 +2026-01-08 13:46:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6761.10 total_reward_ma:6309.91 loss:0.008848 fps:2056 +frame:5.50e+06 wall_t:2675 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8348 +2026-01-08 13:46:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6830.25 total_reward_ma:6319.33 loss:0.0414 fps:2057 +frame:5.51e+06 wall_t:2679 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.8312 +2026-01-08 13:46:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6900.70 total_reward_ma:6329.73 loss:0.02973 fps:2057 +frame:5.52e+06 wall_t:2684 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.8344 +2026-01-08 13:46:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6855.85 total_reward_ma:6338.65 loss:0.01717 fps:2057 +frame:5.53e+06 wall_t:2689 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7714 +2026-01-08 13:46:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6855.85 total_reward_ma:6347.70 loss:0.03153 fps:2057 +frame:5.54e+06 wall_t:2693 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.7865 +2026-01-08 13:46:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6898.25 total_reward_ma:6357.24 loss:0.03429 fps:2057 +frame:5.55e+06 wall_t:2698 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.7983 +2026-01-08 13:46:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6926.60 total_reward_ma:6367.22 loss:0.03738 fps:2058 +frame:5.56e+06 wall_t:2702 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.8149 +2026-01-08 13:47:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6890.45 total_reward_ma:6376.66 loss:0.04337 fps:2058 +frame:5.57e+06 wall_t:2707 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7578 +2026-01-08 13:47:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6873.55 total_reward_ma:6384.49 loss:0.02345 fps:2058 +frame:5.58e+06 wall_t:2711 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7179 +2026-01-08 13:47:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6813.70 total_reward_ma:6391.58 loss:0.02946 fps:2058 +frame:5.59e+06 wall_t:2716 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.826 +2026-01-08 13:47:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6875.95 total_reward_ma:6399.75 loss:0.04528 fps:2058 +frame:5.60e+06 wall_t:2721 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7915 +2026-01-08 13:47:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6772.30 total_reward_ma:6406.20 loss:0.07299 fps:2058 +frame:5.61e+06 wall_t:2726 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7719 +2026-01-08 13:47:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6867.20 total_reward_ma:6413.85 loss:0.04953 fps:2059 +frame:5.62e+06 wall_t:2730 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7971 +2026-01-08 13:47:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6608.20 total_reward_ma:6419.08 loss:0.0451 fps:2059 +frame:5.63e+06 wall_t:2735 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.8053 +2026-01-08 13:47:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6537.45 total_reward_ma:6423.67 loss:0.01316 fps:2059 +frame:5.64e+06 wall_t:2739 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7793 +2026-01-08 13:47:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6425.45 total_reward_ma:6427.36 loss:0.004547 fps:2059 +frame:5.65e+06 wall_t:2744 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7311 +2026-01-08 13:47:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6430.70 total_reward_ma:6429.96 loss:0.03521 fps:2059 +frame:5.66e+06 wall_t:2749 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.746 +2026-01-08 13:47:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6432.00 total_reward_ma:6432.38 loss:0.03787 fps:2059 +frame:5.67e+06 wall_t:2754 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.7622 +2026-01-08 13:47:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6341.00 total_reward_ma:6434.12 loss:0.02889 fps:2059 +frame:5.68e+06 wall_t:2759 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7125 +2026-01-08 13:47:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6278.55 total_reward_ma:6435.57 loss:0.02945 fps:2059 +frame:5.69e+06 wall_t:2763 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.7588 +2026-01-08 13:48:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6442.15 total_reward_ma:6438.60 loss:0.05279 fps:2059 +frame:5.70e+06 wall_t:2769 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7709 +2026-01-08 13:48:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6348.95 total_reward_ma:6440.61 loss:0.02262 fps:2059 +frame:5.71e+06 wall_t:2773 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7551 +2026-01-08 13:48:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6312.15 total_reward_ma:6441.88 loss:0.004278 fps:2060 +frame:5.72e+06 wall_t:2777 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7793 +2026-01-08 13:48:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6312.15 total_reward_ma:6444.63 loss:0.0443 fps:2060 +frame:5.73e+06 wall_t:2782 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.792 +2026-01-08 13:48:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6164.75 total_reward_ma:6446.02 loss:0.01007 fps:2060 +frame:5.74e+06 wall_t:2787 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7479 +2026-01-08 13:48:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6091.80 total_reward_ma:6446.68 loss:0.008058 fps:2059 +frame:5.75e+06 wall_t:2792 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7968 +2026-01-08 13:48:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6059.60 total_reward_ma:6447.02 loss:0.06199 fps:2059 +frame:5.76e+06 wall_t:2797 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7479 +2026-01-08 13:48:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5891.20 total_reward_ma:6445.80 loss:0.03026 fps:2059 +frame:5.77e+06 wall_t:2802 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.7756 +2026-01-08 13:48:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5855.10 total_reward_ma:6442.66 loss:0.02947 fps:2059 +frame:5.78e+06 wall_t:2807 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7487 +2026-01-08 13:48:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5855.10 total_reward_ma:6439.35 loss:0.03781 fps:2059 +frame:5.79e+06 wall_t:2812 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7118 +2026-01-08 13:48:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5909.70 total_reward_ma:6436.91 loss:0.03469 fps:2059 +frame:5.80e+06 wall_t:2817 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7538 +2026-01-08 13:48:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5873.30 total_reward_ma:6433.46 loss:0.01531 fps:2060 +frame:5.81e+06 wall_t:2821 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7979 +2026-01-08 13:48:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5837.90 total_reward_ma:6430.81 loss:0.03182 fps:2059 +frame:5.82e+06 wall_t:2826 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7896 +2026-01-08 13:49:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5720.15 total_reward_ma:6427.65 loss:0.03417 fps:2059 +frame:5.83e+06 wall_t:2831 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7969 +2026-01-08 13:49:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5552.00 total_reward_ma:6421.20 loss:0.006563 fps:2059 +frame:5.84e+06 wall_t:2836 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7207 +2026-01-08 13:49:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5579.00 total_reward_ma:6415.33 loss:0.008766 fps:2060 +frame:5.85e+06 wall_t:2840 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.687 +2026-01-08 13:49:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5579.00 total_reward_ma:6409.15 loss:0.02795 fps:2060 +frame:5.86e+06 wall_t:2845 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7527 +2026-01-08 13:49:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5543.65 total_reward_ma:6403.67 loss:0.02464 fps:2060 +frame:5.87e+06 wall_t:2850 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.8231 +2026-01-08 13:49:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5495.75 total_reward_ma:6396.65 loss:0.02998 fps:2060 +frame:5.88e+06 wall_t:2854 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.7263 +2026-01-08 13:49:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5483.25 total_reward_ma:6389.73 loss:0.002523 fps:2060 +frame:5.89e+06 wall_t:2859 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.8023 +2026-01-08 13:49:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5466.10 total_reward_ma:6383.48 loss:0.01498 fps:2061 +frame:5.90e+06 wall_t:2863 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7712 +2026-01-08 13:49:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5436.95 total_reward_ma:6377.55 loss:0.02661 fps:2061 +frame:5.91e+06 wall_t:2868 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7865 +2026-01-08 13:49:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5513.90 total_reward_ma:6372.16 loss:0.0167 fps:2061 +frame:5.92e+06 wall_t:2872 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7008 +2026-01-08 13:49:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5436.10 total_reward_ma:6366.16 loss:0.01136 fps:2061 +frame:5.93e+06 wall_t:2877 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.7334 +2026-01-08 13:49:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5513.80 total_reward_ma:6360.91 loss:0.03061 fps:2061 +frame:5.94e+06 wall_t:2882 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7416 +2026-01-08 13:50:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5579.00 total_reward_ma:6355.88 loss:0.02696 fps:2062 +frame:5.95e+06 wall_t:2886 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.7778 +2026-01-08 13:50:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5586.55 total_reward_ma:6350.37 loss:0.02161 fps:2062 +frame:5.96e+06 wall_t:2891 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7207 +2026-01-08 13:50:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5786.05 total_reward_ma:6347.90 loss:0.03811 fps:2061 +frame:5.97e+06 wall_t:2896 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7463 +2026-01-08 13:50:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5911.80 total_reward_ma:6346.18 loss:0.006755 fps:2062 +frame:5.98e+06 wall_t:2900 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.8186 +2026-01-08 13:50:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5901.30 total_reward_ma:6343.89 loss:0.009171 fps:2062 +frame:5.99e+06 wall_t:2905 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7988 +2026-01-08 13:50:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5969.95 total_reward_ma:6342.63 loss:0.04518 fps:2062 +frame:6.00e+06 wall_t:2910 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7519 +2026-01-08 13:50:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:5921.75 total_reward_ma:6340.70 loss:0.007578 fps:2062 +frame:6.01e+06 wall_t:2915 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7894 +2026-01-08 13:50:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6020.60 total_reward_ma:6339.90 loss:0.03532 fps:2062 +frame:6.02e+06 wall_t:2919 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.8108 +2026-01-08 13:50:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6042.85 total_reward_ma:6339.37 loss:0.01605 fps:2062 +frame:6.03e+06 wall_t:2924 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7768 +2026-01-08 13:50:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6119.50 total_reward_ma:6338.47 loss:0.005248 fps:2062 +frame:6.04e+06 wall_t:2929 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.8007 +2026-01-08 13:50:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6172.80 total_reward_ma:6338.28 loss:0.006103 fps:2062 +frame:6.05e+06 wall_t:2934 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7917 +2026-01-08 13:50:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6101.75 total_reward_ma:6336.64 loss:0.01904 fps:2063 +frame:6.06e+06 wall_t:2938 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7588 +2026-01-08 13:50:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6079.70 total_reward_ma:6334.88 loss:0.04478 fps:2063 +frame:6.07e+06 wall_t:2943 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7636 +2026-01-08 13:51:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6081.55 total_reward_ma:6332.58 loss:0.02112 fps:2062 +frame:6.08e+06 wall_t:2948 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7971 +2026-01-08 13:51:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6157.70 total_reward_ma:6331.13 loss:0.04328 fps:2062 +frame:6.09e+06 wall_t:2953 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7626 +2026-01-08 13:51:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6287.25 total_reward_ma:6330.16 loss:0.01181 fps:2062 +frame:6.10e+06 wall_t:2958 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7762 +2026-01-08 13:51:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6176.80 total_reward_ma:6328.33 loss:0.02581 fps:2062 +frame:6.11e+06 wall_t:2963 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7697 +2026-01-08 13:51:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6261.00 total_reward_ma:6327.52 loss:0.05257 fps:2062 +frame:6.12e+06 wall_t:2968 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.8032 +2026-01-08 13:51:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6237.30 total_reward_ma:6325.73 loss:0.01204 fps:2063 +frame:6.13e+06 wall_t:2972 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7149 +2026-01-08 13:51:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6237.45 total_reward_ma:6323.93 loss:0.01203 fps:2062 +frame:6.14e+06 wall_t:2977 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.8021 +2026-01-08 13:51:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6138.35 total_reward_ma:6321.39 loss:0.01918 fps:2062 +frame:6.15e+06 wall_t:2982 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7483 +2026-01-08 13:51:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6216.25 total_reward_ma:6320.46 loss:0.05203 fps:2063 +frame:6.16e+06 wall_t:2986 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7037 +2026-01-08 13:51:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6218.65 total_reward_ma:6319.16 loss:0.005901 fps:2063 +frame:6.17e+06 wall_t:2991 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.8021 +2026-01-08 13:51:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6279.55 total_reward_ma:6318.48 loss:0.038 fps:2063 +frame:6.18e+06 wall_t:2996 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6797 +2026-01-08 13:51:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6303.20 total_reward_ma:6317.85 loss:0.01453 fps:2063 +frame:6.19e+06 wall_t:3001 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.7189 +2026-01-08 13:51:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6504.30 total_reward_ma:6316.80 loss:0.02306 fps:2063 +frame:6.20e+06 wall_t:3006 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7226 +2026-01-08 13:52:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6547.20 total_reward_ma:6315.87 loss:0.03233 fps:2062 +frame:6.21e+06 wall_t:3011 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7208 +2026-01-08 13:52:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6591.40 total_reward_ma:6315.25 loss:0.02002 fps:2063 +frame:6.22e+06 wall_t:3015 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.6841 +2026-01-08 13:52:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6521.05 total_reward_ma:6314.93 loss:0.02945 fps:2063 +frame:6.23e+06 wall_t:3020 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7497 +2026-01-08 13:52:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6511.40 total_reward_ma:6314.51 loss:0.02765 fps:2063 +frame:6.24e+06 wall_t:3024 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7571 +2026-01-08 13:52:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6548.90 total_reward_ma:6314.78 loss:0.04748 fps:2063 +frame:6.25e+06 wall_t:3029 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.8055 +2026-01-08 13:52:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6657.10 total_reward_ma:6315.30 loss:0.02078 fps:2063 +frame:6.26e+06 wall_t:3034 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7639 +2026-01-08 13:52:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6717.35 total_reward_ma:6315.96 loss:0.01805 fps:2064 +frame:6.27e+06 wall_t:3038 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.826 +2026-01-08 13:52:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6656.95 total_reward_ma:6315.78 loss:0.03347 fps:2064 +frame:6.28e+06 wall_t:3043 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7656 +2026-01-08 13:52:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6720.20 total_reward_ma:6315.42 loss:0.02249 fps:2064 +frame:6.29e+06 wall_t:3048 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.7327 +2026-01-08 13:52:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6731.80 total_reward_ma:6314.96 loss:0.01216 fps:2064 +frame:6.30e+06 wall_t:3052 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.6858 +2026-01-08 13:52:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6757.20 total_reward_ma:6315.07 loss:0.02113 fps:2064 +frame:6.31e+06 wall_t:3057 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7775 +2026-01-08 13:52:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6618.50 total_reward_ma:6313.72 loss:0.007433 fps:2065 +frame:6.32e+06 wall_t:3061 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7335 +2026-01-08 13:52:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6606.80 total_reward_ma:6312.26 loss:0.02381 fps:2065 +frame:6.33e+06 wall_t:3066 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7213 +2026-01-08 13:53:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6612.00 total_reward_ma:6312.35 loss:0.03188 fps:2065 +frame:6.34e+06 wall_t:3070 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7576 +2026-01-08 13:53:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6602.60 total_reward_ma:6312.45 loss:0.01467 fps:2065 +frame:6.35e+06 wall_t:3075 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.7745 +2026-01-08 13:53:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6627.85 total_reward_ma:6312.63 loss:0.0217 fps:2065 +frame:6.36e+06 wall_t:3080 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.6898 +2026-01-08 13:53:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6661.15 total_reward_ma:6313.22 loss:0.03873 fps:2065 +frame:6.37e+06 wall_t:3085 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.8069 +2026-01-08 13:53:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6732.45 total_reward_ma:6314.40 loss:0.0277 fps:2065 +frame:6.38e+06 wall_t:3089 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7302 +2026-01-08 13:53:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6671.30 total_reward_ma:6314.62 loss:0.03388 fps:2065 +frame:6.39e+06 wall_t:3094 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.8306 +2026-01-08 13:53:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6677.05 total_reward_ma:6314.49 loss:0.007907 fps:2065 +frame:6.40e+06 wall_t:3099 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7586 +2026-01-08 13:53:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6677.05 total_reward_ma:6314.20 loss:0.01601 fps:2066 +frame:6.41e+06 wall_t:3103 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.7545 +2026-01-08 13:53:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6660.15 total_reward_ma:6313.50 loss:0.06041 fps:2066 +frame:6.42e+06 wall_t:3108 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7314 +2026-01-08 13:53:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6797.70 total_reward_ma:6313.30 loss:0.02012 fps:2066 +frame:6.43e+06 wall_t:3113 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.774 +2026-01-08 13:53:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6902.75 total_reward_ma:6314.22 loss:0.00366 fps:2066 +frame:6.44e+06 wall_t:3117 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.7527 +2026-01-08 13:53:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6973.35 total_reward_ma:6315.87 loss:0.03529 fps:2066 +frame:6.45e+06 wall_t:3122 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.7661 +2026-01-08 13:54:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6971.05 total_reward_ma:6317.74 loss:0.01901 fps:2066 +frame:6.46e+06 wall_t:3127 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7512 +2026-01-08 13:54:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6868.50 total_reward_ma:6318.84 loss:0.02758 fps:2066 +frame:6.47e+06 wall_t:3131 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7692 +2026-01-08 13:54:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6927.90 total_reward_ma:6320.74 loss:0.03256 fps:2066 +frame:6.48e+06 wall_t:3136 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7078 +2026-01-08 13:54:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:6927.90 total_reward_ma:6322.18 loss:0.02986 fps:2067 +frame:6.49e+06 wall_t:3140 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7545 +2026-01-08 13:54:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7034.70 total_reward_ma:6324.92 loss:0.06855 fps:2067 +frame:6.50e+06 wall_t:3145 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.736 +2026-01-08 13:54:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7049.05 total_reward_ma:6327.10 loss:0.0165 fps:2067 +frame:6.51e+06 wall_t:3149 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7518 +2026-01-08 13:54:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7051.60 total_reward_ma:6328.61 loss:0.02639 fps:2067 +frame:6.52e+06 wall_t:3154 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7883 +2026-01-08 13:54:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7173.60 total_reward_ma:6331.79 loss:0.03024 fps:2068 +frame:6.53e+06 wall_t:3158 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7584 +2026-01-08 13:54:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7271.45 total_reward_ma:6335.95 loss:0.01145 fps:2068 +frame:6.54e+06 wall_t:3163 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7463 +2026-01-08 13:54:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7303.55 total_reward_ma:6340.00 loss:0.03746 fps:2068 +frame:6.55e+06 wall_t:3168 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.6992 +2026-01-08 13:54:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7459.45 total_reward_ma:6345.33 loss:0.03768 fps:2067 +frame:6.56e+06 wall_t:3173 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7688 +2026-01-08 13:54:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7459.45 total_reward_ma:6351.02 loss:-0.0003905 fps:2068 +frame:6.57e+06 wall_t:3177 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7577 +2026-01-08 13:54:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7436.80 total_reward_ma:6356.65 loss:0.01379 fps:2068 +frame:6.58e+06 wall_t:3182 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.692 +2026-01-08 13:55:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7444.70 total_reward_ma:6362.96 loss:0.006882 fps:2068 +frame:6.59e+06 wall_t:3186 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7372 +2026-01-08 13:55:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7531.10 total_reward_ma:6369.51 loss:0.02377 fps:2068 +frame:6.60e+06 wall_t:3191 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.7652 +2026-01-08 13:55:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7570.00 total_reward_ma:6377.49 loss:0.0413 fps:2068 +frame:6.61e+06 wall_t:3197 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7284 +2026-01-08 13:55:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7550.55 total_reward_ma:6384.32 loss:0.009861 fps:2067 +frame:6.62e+06 wall_t:3202 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7197 +2026-01-08 13:55:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7705.50 total_reward_ma:6395.30 loss:0.02036 fps:2067 +frame:6.63e+06 wall_t:3207 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.7076 +2026-01-08 13:55:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7773.75 total_reward_ma:6407.66 loss:0.01521 fps:2067 +frame:6.64e+06 wall_t:3212 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7738 +2026-01-08 13:55:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7807.95 total_reward_ma:6421.48 loss:0.01177 fps:2067 +frame:6.65e+06 wall_t:3217 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7444 +2026-01-08 13:55:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7794.05 total_reward_ma:6435.12 loss:0.02608 fps:2067 +frame:6.66e+06 wall_t:3222 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7512 +2026-01-08 13:55:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7843.60 total_reward_ma:6449.23 loss:0.02621 fps:2067 +frame:6.67e+06 wall_t:3227 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7514 +2026-01-08 13:55:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7846.65 total_reward_ma:6464.29 loss:0.0214 fps:2067 +frame:6.68e+06 wall_t:3231 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7417 +2026-01-08 13:55:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7862.75 total_reward_ma:6480.13 loss:0.05255 fps:2067 +frame:6.69e+06 wall_t:3236 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7815 +2026-01-08 13:55:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7862.75 total_reward_ma:6494.34 loss:0.01718 fps:2068 +frame:6.70e+06 wall_t:3240 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.781 +2026-01-08 13:55:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7880.75 total_reward_ma:6509.66 loss:0.02208 fps:2068 +frame:6.71e+06 wall_t:3245 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7838 +2026-01-08 13:56:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7852.45 total_reward_ma:6525.06 loss:0.03438 fps:2068 +frame:6.72e+06 wall_t:3250 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.8295 +2026-01-08 13:56:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7985.70 total_reward_ma:6541.79 loss:0.02842 fps:2068 +frame:6.73e+06 wall_t:3254 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.807 +2026-01-08 13:56:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7956.00 total_reward_ma:6559.71 loss:0.01657 fps:2068 +frame:6.74e+06 wall_t:3259 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7573 +2026-01-08 13:56:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7932.70 total_reward_ma:6578.12 loss:0.05836 fps:2069 +frame:6.75e+06 wall_t:3263 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7244 +2026-01-08 13:56:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7873.35 total_reward_ma:6596.25 loss:0.02003 fps:2069 +frame:6.76e+06 wall_t:3268 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7773 +2026-01-08 13:56:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7880.00 total_reward_ma:6616.14 loss:0.02432 fps:2069 +frame:6.77e+06 wall_t:3272 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.734 +2026-01-08 13:56:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7906.05 total_reward_ma:6636.65 loss:0.02992 fps:2069 +frame:6.78e+06 wall_t:3277 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7574 +2026-01-08 13:56:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7906.05 total_reward_ma:6657.16 loss:0.0438 fps:2069 +frame:6.79e+06 wall_t:3282 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.7606 +2026-01-08 13:56:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7983.65 total_reward_ma:6677.90 loss:0.01958 fps:2069 +frame:6.80e+06 wall_t:3287 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.6306 +2026-01-08 13:56:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7983.15 total_reward_ma:6699.00 loss:-0.002911 fps:2069 +frame:6.81e+06 wall_t:3291 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7896 +2026-01-08 13:56:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7983.15 total_reward_ma:6720.45 loss:0.01079 fps:2069 +frame:6.82e+06 wall_t:3296 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7344 +2026-01-08 13:56:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8064.80 total_reward_ma:6743.90 loss:0.04963 fps:2070 +frame:6.83e+06 wall_t:3300 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.6748 +2026-01-08 13:56:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8040.90 total_reward_ma:6768.79 loss:0.01539 fps:2070 +frame:6.84e+06 wall_t:3304 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7304 +2026-01-08 13:57:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8004.15 total_reward_ma:6793.04 loss:0.04756 fps:2070 +frame:6.85e+06 wall_t:3309 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7494 +2026-01-08 13:57:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7925.95 total_reward_ma:6816.51 loss:0.01526 fps:2070 +frame:6.86e+06 wall_t:3314 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.6679 +2026-01-08 13:57:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8040.75 total_reward_ma:6841.48 loss:0.03287 fps:2070 +frame:6.87e+06 wall_t:3319 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7124 +2026-01-08 13:57:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8060.35 total_reward_ma:6867.13 loss:0.04759 fps:2070 +frame:6.88e+06 wall_t:3324 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.7638 +2026-01-08 13:57:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8060.35 total_reward_ma:6892.90 loss:0.02738 fps:2070 +frame:6.89e+06 wall_t:3328 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.708 +2026-01-08 13:57:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8023.45 total_reward_ma:6918.47 loss:0.04662 fps:2070 +frame:6.90e+06 wall_t:3333 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.6433 +2026-01-08 13:57:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8003.40 total_reward_ma:6944.13 loss:0.02674 fps:2070 +frame:6.91e+06 wall_t:3338 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7242 +2026-01-08 13:57:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7944.40 total_reward_ma:6968.44 loss:0.03809 fps:2071 +frame:6.92e+06 wall_t:3342 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6623 +2026-01-08 13:57:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7980.25 total_reward_ma:6993.88 loss:0.04141 fps:2071 +frame:6.93e+06 wall_t:3347 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.6907 +2026-01-08 13:57:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7945.55 total_reward_ma:7018.20 loss:0.02244 fps:2070 +frame:6.94e+06 wall_t:3352 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6996 +2026-01-08 13:57:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7891.40 total_reward_ma:7041.32 loss:0.04823 fps:2070 +frame:6.95e+06 wall_t:3358 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.7631 +2026-01-08 13:57:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7918.85 total_reward_ma:7064.65 loss:0.07566 fps:2070 +frame:6.96e+06 wall_t:3363 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7258 +2026-01-08 13:58:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7903.70 total_reward_ma:7085.82 loss:0.008365 fps:2069 +frame:6.97e+06 wall_t:3368 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6848 +2026-01-08 13:58:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7899.45 total_reward_ma:7105.70 loss:0.03743 fps:2069 +frame:6.98e+06 wall_t:3373 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6495 +2026-01-08 13:58:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7837.75 total_reward_ma:7125.06 loss:0.04481 fps:2069 +frame:6.99e+06 wall_t:3378 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7521 +2026-01-08 13:58:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7870.50 total_reward_ma:7144.07 loss:0.06273 fps:2069 +frame:7.00e+06 wall_t:3383 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.7228 +2026-01-08 13:58:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7854.90 total_reward_ma:7163.40 loss:0.03159 fps:2070 +frame:7.01e+06 wall_t:3387 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.685 +2026-01-08 13:58:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7854.90 total_reward_ma:7181.74 loss:0.04475 fps:2070 +frame:7.02e+06 wall_t:3392 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7643 +2026-01-08 13:58:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7704.50 total_reward_ma:7198.36 loss:0.02096 fps:2069 +frame:7.03e+06 wall_t:3397 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6752 +2026-01-08 13:58:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7704.50 total_reward_ma:7214.21 loss:0.01532 fps:2070 +frame:7.04e+06 wall_t:3401 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.6967 +2026-01-08 13:58:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7742.35 total_reward_ma:7229.90 loss:0.03311 fps:2070 +frame:7.05e+06 wall_t:3406 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6997 +2026-01-08 13:58:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7900.60 total_reward_ma:7247.89 loss:0.01294 fps:2070 +frame:7.06e+06 wall_t:3411 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7145 +2026-01-08 13:58:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7947.90 total_reward_ma:7266.58 loss:0.03907 fps:2070 +frame:7.07e+06 wall_t:3416 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.7306 +2026-01-08 13:58:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7971.85 total_reward_ma:7285.48 loss:0.002309 fps:2070 +frame:7.08e+06 wall_t:3420 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.6781 +2026-01-08 13:58:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7919.00 total_reward_ma:7303.09 loss:0.01493 fps:2070 +frame:7.09e+06 wall_t:3425 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.7447 +2026-01-08 13:59:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7919.00 total_reward_ma:7319.41 loss:0.04553 fps:2071 +frame:7.10e+06 wall_t:3429 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7198 +2026-01-08 13:59:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7890.70 total_reward_ma:7336.55 loss:0.01763 fps:2070 +frame:7.11e+06 wall_t:3434 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7041 +2026-01-08 13:59:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7890.75 total_reward_ma:7352.85 loss:0.02336 fps:2070 +frame:7.12e+06 wall_t:3439 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6556 +2026-01-08 13:59:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7884.55 total_reward_ma:7369.32 loss:0.02952 fps:2070 +frame:7.13e+06 wall_t:3444 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.7045 +2026-01-08 13:59:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7875.60 total_reward_ma:7385.70 loss:0.03925 fps:2070 +frame:7.14e+06 wall_t:3449 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7136 +2026-01-08 13:59:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7923.10 total_reward_ma:7403.55 loss:0.02592 fps:2070 +frame:7.15e+06 wall_t:3454 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6813 +2026-01-08 13:59:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7965.45 total_reward_ma:7421.04 loss:0.02549 fps:2070 +frame:7.16e+06 wall_t:3459 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7054 +2026-01-08 13:59:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8034.90 total_reward_ma:7439.20 loss:0.01757 fps:2070 +frame:7.17e+06 wall_t:3463 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.6614 +2026-01-08 13:59:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8007.60 total_reward_ma:7456.48 loss:0.03375 fps:2070 +frame:7.18e+06 wall_t:3468 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6374 +2026-01-08 13:59:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8080.25 total_reward_ma:7474.25 loss:0.02082 fps:2070 +frame:7.19e+06 wall_t:3473 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6088 +2026-01-08 13:59:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8070.00 total_reward_ma:7489.91 loss:0.04654 fps:2071 +frame:7.20e+06 wall_t:3477 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.6945 +2026-01-08 13:59:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7971.45 total_reward_ma:7504.15 loss:0.03085 fps:2071 +frame:7.21e+06 wall_t:3482 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.6818 +2026-01-08 14:00:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7976.35 total_reward_ma:7518.00 loss:0.03359 fps:2071 +frame:7.22e+06 wall_t:3487 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.7458 +2026-01-08 14:00:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7994.80 total_reward_ma:7532.74 loss:0.02909 fps:2070 +frame:7.23e+06 wall_t:3492 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6789 +2026-01-08 14:00:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8169.05 total_reward_ma:7549.32 loss:0.03352 fps:2070 +frame:7.24e+06 wall_t:3497 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7367 +2026-01-08 14:00:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8150.95 total_reward_ma:7565.34 loss:0.061 fps:2070 +frame:7.25e+06 wall_t:3502 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7475 +2026-01-08 14:00:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8163.05 total_reward_ma:7580.40 loss:0.008661 fps:2070 +frame:7.26e+06 wall_t:3507 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.6933 +2026-01-08 14:00:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8143.45 total_reward_ma:7594.66 loss:0.03218 fps:2070 +frame:7.27e+06 wall_t:3512 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.67 +2026-01-08 14:00:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7960.30 total_reward_ma:7607.69 loss:0.03104 fps:2070 +frame:7.28e+06 wall_t:3517 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.7511 +2026-01-08 14:00:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:7960.30 total_reward_ma:7620.09 loss:0.0305 fps:2070 +frame:7.29e+06 wall_t:3522 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6991 +2026-01-08 14:00:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8040.00 total_reward_ma:7633.17 loss:0.02313 fps:2070 +frame:7.30e+06 wall_t:3527 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.6685 +2026-01-08 14:00:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8029.20 total_reward_ma:7645.89 loss:0.02966 fps:2070 +frame:7.31e+06 wall_t:3531 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7304 +2026-01-08 14:00:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8043.65 total_reward_ma:7660.14 loss:0.02736 fps:2070 +frame:7.32e+06 wall_t:3536 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6751 +2026-01-08 14:00:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8073.85 total_reward_ma:7674.81 loss:0.05721 fps:2070 +frame:7.33e+06 wall_t:3541 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.7478 +2026-01-08 14:00:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8287.25 total_reward_ma:7691.57 loss:0.01871 fps:2071 +frame:7.34e+06 wall_t:3545 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.7309 +2026-01-08 14:01:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8368.90 total_reward_ma:7709.23 loss:0.02549 fps:2070 +frame:7.35e+06 wall_t:3550 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.7284 +2026-01-08 14:01:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8327.80 total_reward_ma:7726.23 loss:0.02705 fps:2071 +frame:7.36e+06 wall_t:3554 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.7038 +2026-01-08 14:01:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8399.15 total_reward_ma:7743.61 loss:0.03169 fps:2071 +frame:7.37e+06 wall_t:3559 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7286 +2026-01-08 14:01:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8399.15 total_reward_ma:7760.28 loss:0.02505 fps:2071 +frame:7.38e+06 wall_t:3564 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6805 +2026-01-08 14:01:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8422.90 total_reward_ma:7777.79 loss:0.03806 fps:2071 +frame:7.39e+06 wall_t:3568 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6966 +2026-01-08 14:01:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8422.90 total_reward_ma:7795.25 loss:0.01573 fps:2071 +frame:7.40e+06 wall_t:3573 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6525 +2026-01-08 14:01:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8471.70 total_reward_ma:7813.20 loss:0.009198 fps:2071 +frame:7.41e+06 wall_t:3578 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.7308 +2026-01-08 14:01:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8471.70 total_reward_ma:7831.31 loss:0.01903 fps:2071 +frame:7.42e+06 wall_t:3583 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6474 +2026-01-08 14:01:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8724.35 total_reward_ma:7850.58 loss:0.061 fps:2071 +frame:7.43e+06 wall_t:3587 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.6319 +2026-01-08 14:01:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8692.60 total_reward_ma:7868.48 loss:0.03987 fps:2071 +frame:7.44e+06 wall_t:3592 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7239 +2026-01-08 14:01:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8766.80 total_reward_ma:7886.41 loss:0.002903 fps:2071 +frame:7.45e+06 wall_t:3597 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.737 +2026-01-08 14:01:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8783.30 total_reward_ma:7904.54 loss:0.02622 fps:2071 +frame:7.46e+06 wall_t:3602 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7517 +2026-01-08 14:02:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8783.30 total_reward_ma:7923.68 loss:0.02826 fps:2071 +frame:7.47e+06 wall_t:3607 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.7025 +2026-01-08 14:02:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8911.45 total_reward_ma:7943.52 loss:0.02706 fps:2071 +frame:7.48e+06 wall_t:3612 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7496 +2026-01-08 14:02:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8835.90 total_reward_ma:7962.60 loss:0.02756 fps:2071 +frame:7.49e+06 wall_t:3616 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6692 +2026-01-08 14:02:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8810.65 total_reward_ma:7980.36 loss:0.01426 fps:2071 +frame:7.50e+06 wall_t:3621 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.7435 +2026-01-08 14:02:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8866.35 total_reward_ma:7998.53 loss:0.01955 fps:2072 +frame:7.51e+06 wall_t:3625 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.7776 +2026-01-08 14:02:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8840.65 total_reward_ma:8016.42 loss:0.01984 fps:2072 +frame:7.52e+06 wall_t:3630 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7235 +2026-01-08 14:02:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8842.60 total_reward_ma:8033.11 loss:0.0282 fps:2072 +frame:7.53e+06 wall_t:3635 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6704 +2026-01-08 14:02:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:8957.90 total_reward_ma:8049.98 loss:0.05064 fps:2071 +frame:7.54e+06 wall_t:3640 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.6909 +2026-01-08 14:02:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9165.05 total_reward_ma:8068.59 loss:0.03271 fps:2071 +frame:7.55e+06 wall_t:3645 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6716 +2026-01-08 14:02:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9253.15 total_reward_ma:8086.53 loss:0.01239 fps:2071 +frame:7.56e+06 wall_t:3650 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6789 +2026-01-08 14:02:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9266.25 total_reward_ma:8104.60 loss:0.02475 fps:2071 +frame:7.57e+06 wall_t:3655 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.7363 +2026-01-08 14:02:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9317.30 total_reward_ma:8123.40 loss:0.02604 fps:2071 +frame:7.58e+06 wall_t:3660 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.7279 +2026-01-08 14:02:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9317.30 total_reward_ma:8142.13 loss:0.02819 fps:2070 +frame:7.59e+06 wall_t:3666 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.725 +2026-01-08 14:03:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9316.30 total_reward_ma:8159.98 loss:0.03337 fps:2071 +frame:7.60e+06 wall_t:3670 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6461 +2026-01-08 14:03:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9402.80 total_reward_ma:8178.31 loss:0.02266 fps:2071 +frame:7.61e+06 wall_t:3674 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.7189 +2026-01-08 14:03:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9402.80 total_reward_ma:8196.83 loss:0.02672 fps:2071 +frame:7.62e+06 wall_t:3679 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.7547 +2026-01-08 14:03:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9375.05 total_reward_ma:8213.53 loss:0.0362 fps:2071 +frame:7.63e+06 wall_t:3684 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.7248 +2026-01-08 14:03:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9533.85 total_reward_ma:8231.13 loss:0.02099 fps:2071 +frame:7.64e+06 wall_t:3689 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.7598 +2026-01-08 14:03:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9550.75 total_reward_ma:8248.55 loss:0.02705 fps:2071 +frame:7.65e+06 wall_t:3694 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.7066 +2026-01-08 14:03:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9580.00 total_reward_ma:8266.41 loss:0.02258 fps:2071 +frame:7.66e+06 wall_t:3698 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7597 +2026-01-08 14:03:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9770.55 total_reward_ma:8285.68 loss:0.01937 fps:2071 +frame:7.67e+06 wall_t:3703 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6656 +2026-01-08 14:03:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9770.55 total_reward_ma:8304.92 loss:0.03213 fps:2071 +frame:7.68e+06 wall_t:3708 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.7532 +2026-01-08 14:03:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9766.45 total_reward_ma:8323.96 loss:0.03963 fps:2071 +frame:7.69e+06 wall_t:3713 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.7737 +2026-01-08 14:03:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9995.60 total_reward_ma:8345.29 loss:0.01705 fps:2071 +frame:7.70e+06 wall_t:3718 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.7236 +2026-01-08 14:03:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9994.70 total_reward_ma:8366.43 loss:0.04252 fps:2071 +frame:7.71e+06 wall_t:3722 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.7046 +2026-01-08 14:04:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10014.70 total_reward_ma:8388.05 loss:0.02849 fps:2071 +frame:7.72e+06 wall_t:3727 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.7562 +2026-01-08 14:04:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10014.70 total_reward_ma:8408.34 loss:0.02379 fps:2072 +frame:7.73e+06 wall_t:3731 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.7353 +2026-01-08 14:04:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10101.65 total_reward_ma:8429.80 loss:0.03716 fps:2072 +frame:7.74e+06 wall_t:3735 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7566 +2026-01-08 14:04:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10201.40 total_reward_ma:8452.48 loss:0.02253 fps:2072 +frame:7.75e+06 wall_t:3740 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.7261 +2026-01-08 14:04:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10267.50 total_reward_ma:8476.42 loss:0.02119 fps:2073 +frame:7.76e+06 wall_t:3744 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.7107 +2026-01-08 14:04:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10382.75 total_reward_ma:8501.45 loss:0.01906 fps:2073 +frame:7.77e+06 wall_t:3748 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.677 +2026-01-08 14:04:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10497.95 total_reward_ma:8527.37 loss:0.03823 fps:2074 +frame:7.78e+06 wall_t:3752 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6707 +2026-01-08 14:04:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10481.20 total_reward_ma:8553.12 loss:0.02306 fps:2073 +frame:7.79e+06 wall_t:3757 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6729 +2026-01-08 14:04:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10492.45 total_reward_ma:8578.21 loss:0.03824 fps:2074 +frame:7.80e+06 wall_t:3761 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7147 +2026-01-08 14:04:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10565.85 total_reward_ma:8604.04 loss:0.02913 fps:2074 +frame:7.81e+06 wall_t:3766 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6854 +2026-01-08 14:04:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10430.90 total_reward_ma:8628.51 loss:0.03824 fps:2074 +frame:7.82e+06 wall_t:3770 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.7134 +2026-01-08 14:04:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10430.90 total_reward_ma:8652.18 loss:0.05668 fps:2075 +frame:7.83e+06 wall_t:3774 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.6691 +2026-01-08 14:04:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10389.00 total_reward_ma:8675.66 loss:0.05071 fps:2075 +frame:7.84e+06 wall_t:3779 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.6745 +2026-01-08 14:04:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10500.50 total_reward_ma:8700.62 loss:0.0155 fps:2075 +frame:7.85e+06 wall_t:3783 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.7304 +2026-01-08 14:05:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10429.00 total_reward_ma:8725.65 loss:0.02285 fps:2076 +frame:7.86e+06 wall_t:3787 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.676 +2026-01-08 14:05:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10479.30 total_reward_ma:8750.04 loss:0.02404 fps:2076 +frame:7.87e+06 wall_t:3791 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7445 +2026-01-08 14:05:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10485.95 total_reward_ma:8774.29 loss:0.05237 fps:2076 +frame:7.88e+06 wall_t:3796 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.6755 +2026-01-08 14:05:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10485.95 total_reward_ma:8798.55 loss:0.0453 fps:2076 +frame:7.89e+06 wall_t:3801 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6714 +2026-01-08 14:05:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10324.80 total_reward_ma:8821.56 loss:0.04726 fps:2076 +frame:7.90e+06 wall_t:3805 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6703 +2026-01-08 14:05:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10347.25 total_reward_ma:8845.00 loss:0.004191 fps:2077 +frame:7.91e+06 wall_t:3809 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.7515 +2026-01-08 14:05:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10362.65 total_reward_ma:8869.18 loss:0.02723 fps:2077 +frame:7.92e+06 wall_t:3814 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.6637 +2026-01-08 14:05:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10316.05 total_reward_ma:8892.54 loss:0.03317 fps:2077 +frame:7.93e+06 wall_t:3818 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.6404 +2026-01-08 14:05:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10336.05 total_reward_ma:8916.45 loss:0.01446 fps:2077 +frame:7.94e+06 wall_t:3822 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6342 +2026-01-08 14:05:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10225.20 total_reward_ma:8939.78 loss:0.0336 fps:2078 +frame:7.95e+06 wall_t:3826 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6935 +2026-01-08 14:05:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10189.50 total_reward_ma:8962.49 loss:0.04118 fps:2078 +frame:7.96e+06 wall_t:3830 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6813 +2026-01-08 14:05:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10172.95 total_reward_ma:8985.18 loss:0.03597 fps:2078 +frame:7.97e+06 wall_t:3835 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6522 +2026-01-08 14:05:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10076.70 total_reward_ma:9006.96 loss:0.04234 fps:2078 +frame:7.98e+06 wall_t:3840 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.6385 +2026-01-08 14:05:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9902.95 total_reward_ma:9027.61 loss:0.04868 fps:2079 +frame:7.99e+06 wall_t:3844 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.6521 +2026-01-08 14:06:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9687.70 total_reward_ma:9045.78 loss:0.009524 fps:2078 +frame:8.00e+06 wall_t:3849 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6279 +2026-01-08 14:06:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9659.75 total_reward_ma:9063.83 loss:0.03223 fps:2078 +frame:8.01e+06 wall_t:3854 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.6102 +2026-01-08 14:06:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9874.25 total_reward_ma:9084.02 loss:0.03708 fps:2079 +frame:8.02e+06 wall_t:3858 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6209 +2026-01-08 14:06:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9869.95 total_reward_ma:9105.68 loss:0.04881 fps:2079 +frame:8.03e+06 wall_t:3862 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6306 +2026-01-08 14:06:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9952.85 total_reward_ma:9128.16 loss:0.003186 fps:2079 +frame:8.04e+06 wall_t:3867 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.6763 +2026-01-08 14:06:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9955.80 total_reward_ma:9150.29 loss:0.02673 fps:2080 +frame:8.05e+06 wall_t:3871 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6241 +2026-01-08 14:06:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9917.20 total_reward_ma:9170.46 loss:0.01273 fps:2080 +frame:8.06e+06 wall_t:3875 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6442 +2026-01-08 14:06:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9951.55 total_reward_ma:9190.50 loss:0.06643 fps:2080 +frame:8.07e+06 wall_t:3880 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.6172 +2026-01-08 14:06:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9911.50 total_reward_ma:9209.89 loss:0.02748 fps:2080 +frame:8.08e+06 wall_t:3884 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.7497 +2026-01-08 14:06:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9804.35 total_reward_ma:9228.75 loss:0.0502 fps:2081 +frame:8.09e+06 wall_t:3888 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.635 +2026-01-08 14:06:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9676.75 total_reward_ma:9246.33 loss:0.01167 fps:2081 +frame:8.10e+06 wall_t:3893 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7026 +2026-01-08 14:06:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9700.15 total_reward_ma:9264.42 loss:0.04299 fps:2081 +frame:8.11e+06 wall_t:3897 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.659 +2026-01-08 14:06:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9815.80 total_reward_ma:9283.67 loss:0.01537 fps:2082 +frame:8.12e+06 wall_t:3901 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6947 +2026-01-08 14:06:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9829.90 total_reward_ma:9303.12 loss:0.03688 fps:2082 +frame:8.13e+06 wall_t:3905 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6831 +2026-01-08 14:07:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9806.25 total_reward_ma:9322.43 loss:0.0219 fps:2082 +frame:8.14e+06 wall_t:3910 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6537 +2026-01-08 14:07:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9806.25 total_reward_ma:9341.26 loss:0.02472 fps:2082 +frame:8.15e+06 wall_t:3914 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.6048 +2026-01-08 14:07:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9841.50 total_reward_ma:9360.02 loss:0.05019 fps:2082 +frame:8.16e+06 wall_t:3919 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6221 +2026-01-08 14:07:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9841.50 total_reward_ma:9378.09 loss:0.01903 fps:2083 +frame:8.17e+06 wall_t:3923 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6985 +2026-01-08 14:07:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9963.75 total_reward_ma:9397.65 loss:0.06112 fps:2083 +frame:8.18e+06 wall_t:3927 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6434 +2026-01-08 14:07:25 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9939.20 total_reward_ma:9416.24 loss:0.03657 fps:2083 +frame:8.19e+06 wall_t:3931 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.761 +2026-01-08 14:07:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9967.75 total_reward_ma:9435.22 loss:0.01571 fps:2083 +frame:8.20e+06 wall_t:3936 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6396 +2026-01-08 14:07:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9872.25 total_reward_ma:9454.22 loss:0.01693 fps:2084 +frame:8.21e+06 wall_t:3940 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7286 +2026-01-08 14:07:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9866.90 total_reward_ma:9473.13 loss:0.02436 fps:2084 +frame:8.22e+06 wall_t:3944 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.6422 +2026-01-08 14:07:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:9866.90 total_reward_ma:9491.85 loss:0.05893 fps:2084 +frame:8.23e+06 wall_t:3949 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.6364 +2026-01-08 14:07:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10016.25 total_reward_ma:9510.32 loss:0.034 fps:2084 +frame:8.24e+06 wall_t:3953 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.657 +2026-01-08 14:07:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10041.15 total_reward_ma:9529.22 loss:0.06389 fps:2084 +frame:8.25e+06 wall_t:3958 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6246 +2026-01-08 14:07:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10089.85 total_reward_ma:9548.49 loss:0.02179 fps:2084 +frame:8.26e+06 wall_t:3963 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6804 +2026-01-08 14:08:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10094.80 total_reward_ma:9568.01 loss:0.03103 fps:2085 +frame:8.27e+06 wall_t:3967 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6373 +2026-01-08 14:08:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10041.10 total_reward_ma:9588.81 loss:0.007169 fps:2085 +frame:8.28e+06 wall_t:3971 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6875 +2026-01-08 14:08:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10102.60 total_reward_ma:9610.24 loss:0.0297 fps:2085 +frame:8.29e+06 wall_t:3976 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6271 +2026-01-08 14:08:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10252.10 total_reward_ma:9632.36 loss:0.04342 fps:2085 +frame:8.30e+06 wall_t:3981 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6757 +2026-01-08 14:08:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10173.90 total_reward_ma:9653.80 loss:0.01477 fps:2085 +frame:8.31e+06 wall_t:3986 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.65 +2026-01-08 14:08:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10287.25 total_reward_ma:9676.24 loss:0.03984 fps:2085 +frame:8.32e+06 wall_t:3991 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6931 +2026-01-08 14:08:29 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10287.25 total_reward_ma:9698.38 loss:0.03699 fps:2085 +frame:8.33e+06 wall_t:3996 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6532 +2026-01-08 14:08:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10365.40 total_reward_ma:9719.16 loss:0.03523 fps:2085 +frame:8.34e+06 wall_t:4000 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.7011 +2026-01-08 14:08:38 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10379.20 total_reward_ma:9739.26 loss:0.02472 fps:2085 +frame:8.35e+06 wall_t:4005 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.589 +2026-01-08 14:08:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10528.85 total_reward_ma:9761.27 loss:0.07859 fps:2085 +frame:8.36e+06 wall_t:4009 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.6504 +2026-01-08 14:08:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10641.65 total_reward_ma:9783.70 loss:0.05558 fps:2086 +frame:8.37e+06 wall_t:4013 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.6775 +2026-01-08 14:08:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10546.55 total_reward_ma:9805.17 loss:0.02309 fps:2086 +frame:8.38e+06 wall_t:4018 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6353 +2026-01-08 14:08:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10586.10 total_reward_ma:9826.80 loss:0.05239 fps:2086 +frame:8.39e+06 wall_t:4022 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5893 +2026-01-08 14:09:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10581.60 total_reward_ma:9848.39 loss:0.02103 fps:2086 +frame:8.40e+06 wall_t:4027 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6858 +2026-01-08 14:09:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10581.60 total_reward_ma:9869.49 loss:0.04067 fps:2086 +frame:8.41e+06 wall_t:4031 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.6404 +2026-01-08 14:09:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10568.55 total_reward_ma:9890.46 loss:0.04278 fps:2086 +frame:8.42e+06 wall_t:4036 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.6544 +2026-01-08 14:09:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10562.45 total_reward_ma:9908.84 loss:0.03022 fps:2086 +frame:8.43e+06 wall_t:4041 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6818 +2026-01-08 14:09:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10694.20 total_reward_ma:9928.85 loss:0.04042 fps:2087 +frame:8.44e+06 wall_t:4045 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.655 +2026-01-08 14:09:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10777.50 total_reward_ma:9948.96 loss:0.02285 fps:2086 +frame:8.45e+06 wall_t:4050 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.7325 +2026-01-08 14:09:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10788.95 total_reward_ma:9969.02 loss:0.02955 fps:2087 +frame:8.46e+06 wall_t:4054 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.6032 +2026-01-08 14:09:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10798.55 total_reward_ma:9989.17 loss:0.02516 fps:2087 +frame:8.47e+06 wall_t:4059 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6661 +2026-01-08 14:09:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10798.55 total_reward_ma:10008.04 loss:0.02559 fps:2087 +frame:8.48e+06 wall_t:4063 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.6521 +2026-01-08 14:09:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10757.75 total_reward_ma:10027.26 loss:0.05828 fps:2087 +frame:8.49e+06 wall_t:4068 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.7185 +2026-01-08 14:09:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10857.15 total_reward_ma:10047.72 loss:0.02397 fps:2087 +frame:8.50e+06 wall_t:4072 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.6646 +2026-01-08 14:09:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10779.85 total_reward_ma:10066.86 loss:0.03969 fps:2087 +frame:8.51e+06 wall_t:4077 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6629 +2026-01-08 14:09:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10811.05 total_reward_ma:10086.56 loss:0.05445 fps:2088 +frame:8.52e+06 wall_t:4081 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6883 +2026-01-08 14:09:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10934.15 total_reward_ma:10107.48 loss:0.02113 fps:2088 +frame:8.53e+06 wall_t:4085 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.6215 +2026-01-08 14:10:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10905.45 total_reward_ma:10126.95 loss:0.04145 fps:2089 +frame:8.54e+06 wall_t:4089 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6672 +2026-01-08 14:10:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10905.45 total_reward_ma:10144.36 loss:0.03252 fps:2088 +frame:8.55e+06 wall_t:4094 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.6773 +2026-01-08 14:10:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11071.40 total_reward_ma:10162.54 loss:0.02839 fps:2088 +frame:8.56e+06 wall_t:4099 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5925 +2026-01-08 14:10:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11047.45 total_reward_ma:10180.35 loss:0.06731 fps:2089 +frame:8.57e+06 wall_t:4103 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6194 +2026-01-08 14:10:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11049.45 total_reward_ma:10197.67 loss:0.02975 fps:2089 +frame:8.58e+06 wall_t:4108 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6616 +2026-01-08 14:10:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11058.30 total_reward_ma:10215.08 loss:0.03044 fps:2088 +frame:8.59e+06 wall_t:4113 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.6713 +2026-01-08 14:10:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11470.55 total_reward_ma:10236.62 loss:0.01226 fps:2088 +frame:8.60e+06 wall_t:4118 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6332 +2026-01-08 14:10:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11350.55 total_reward_ma:10256.10 loss:0.0341 fps:2089 +frame:8.61e+06 wall_t:4122 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6538 +2026-01-08 14:10:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11330.30 total_reward_ma:10275.38 loss:0.03206 fps:2089 +frame:8.62e+06 wall_t:4127 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6491 +2026-01-08 14:10:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11359.30 total_reward_ma:10295.22 loss:0.03042 fps:2089 +frame:8.63e+06 wall_t:4131 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6389 +2026-01-08 14:10:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11263.80 total_reward_ma:10312.52 loss:0.01239 fps:2089 +frame:8.64e+06 wall_t:4135 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.6284 +2026-01-08 14:10:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11246.25 total_reward_ma:10329.48 loss:0.03026 fps:2089 +frame:8.65e+06 wall_t:4140 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6685 +2026-01-08 14:10:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11080.65 total_reward_ma:10344.48 loss:0.02982 fps:2090 +frame:8.66e+06 wall_t:4144 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6979 +2026-01-08 14:11:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10968.25 total_reward_ma:10356.46 loss:0.049 fps:2090 +frame:8.67e+06 wall_t:4149 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.632 +2026-01-08 14:11:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10866.20 total_reward_ma:10367.41 loss:0.03328 fps:2090 +frame:8.68e+06 wall_t:4153 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.694 +2026-01-08 14:11:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10969.95 total_reward_ma:10379.45 loss:0.01951 fps:2090 +frame:8.69e+06 wall_t:4157 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5988 +2026-01-08 14:11:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10990.95 total_reward_ma:10389.40 loss:0.008884 fps:2090 +frame:8.70e+06 wall_t:4162 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6682 +2026-01-08 14:11:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11083.65 total_reward_ma:10400.29 loss:0.02248 fps:2091 +frame:8.71e+06 wall_t:4165 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.6108 +2026-01-08 14:11:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11101.70 total_reward_ma:10411.16 loss:0.04496 fps:2091 +frame:8.72e+06 wall_t:4170 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.668 +2026-01-08 14:11:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10939.20 total_reward_ma:10420.41 loss:0.04612 fps:2091 +frame:8.73e+06 wall_t:4175 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.595 +2026-01-08 14:11:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10969.30 total_reward_ma:10429.08 loss:0.02618 fps:2091 +frame:8.74e+06 wall_t:4179 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5958 +2026-01-08 14:11:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10775.55 total_reward_ma:10434.83 loss:0.01992 fps:2091 +frame:8.75e+06 wall_t:4184 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.6801 +2026-01-08 14:11:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10968.85 total_reward_ma:10441.84 loss:0.03284 fps:2092 +frame:8.76e+06 wall_t:4188 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.6611 +2026-01-08 14:11:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10992.35 total_reward_ma:10447.94 loss:0.05681 fps:2092 +frame:8.77e+06 wall_t:4192 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5823 +2026-01-08 14:11:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10992.35 total_reward_ma:10452.88 loss:0.0653 fps:2092 +frame:8.78e+06 wall_t:4197 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.684 +2026-01-08 14:11:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11011.25 total_reward_ma:10458.18 loss:0.04587 fps:2092 +frame:8.79e+06 wall_t:4201 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6474 +2026-01-08 14:11:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11022.40 total_reward_ma:10463.48 loss:0.03841 fps:2093 +frame:8.80e+06 wall_t:4205 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6348 +2026-01-08 14:12:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11190.20 total_reward_ma:10469.72 loss:0.02412 fps:2093 +frame:8.81e+06 wall_t:4210 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6142 +2026-01-08 14:12:08 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11266.75 total_reward_ma:10478.08 loss:0.01705 fps:2093 +frame:8.82e+06 wall_t:4214 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6333 +2026-01-08 14:12:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11258.80 total_reward_ma:10486.36 loss:0.0351 fps:2093 +frame:8.83e+06 wall_t:4219 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6519 +2026-01-08 14:12:17 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11202.70 total_reward_ma:10494.50 loss:0.04204 fps:2093 +frame:8.84e+06 wall_t:4223 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5654 +2026-01-08 14:12:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11202.70 total_reward_ma:10501.52 loss:0.05192 fps:2093 +frame:8.85e+06 wall_t:4228 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.6283 +2026-01-08 14:12:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11131.50 total_reward_ma:10508.54 loss:0.03689 fps:2094 +frame:8.86e+06 wall_t:4232 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.6276 +2026-01-08 14:12:30 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11131.50 total_reward_ma:10515.07 loss:0.04553 fps:2093 +frame:8.87e+06 wall_t:4237 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5971 +2026-01-08 14:12:34 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10980.80 total_reward_ma:10520.01 loss:0.03388 fps:2094 +frame:8.88e+06 wall_t:4241 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5632 +2026-01-08 14:12:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:10980.80 total_reward_ma:10524.96 loss:0.01911 fps:2094 +frame:8.89e+06 wall_t:4246 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6125 +2026-01-08 14:12:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11078.10 total_reward_ma:10532.50 loss:0.04065 fps:2094 +frame:8.90e+06 wall_t:4250 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6145 +2026-01-08 14:12:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11120.65 total_reward_ma:10540.23 loss:0.02787 fps:2094 +frame:8.91e+06 wall_t:4254 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6195 +2026-01-08 14:12:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11375.80 total_reward_ma:10550.36 loss:0.03449 fps:2094 +frame:8.92e+06 wall_t:4259 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.651 +2026-01-08 14:12:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11466.30 total_reward_ma:10561.87 loss:0.05126 fps:2095 +frame:8.93e+06 wall_t:4263 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6213 +2026-01-08 14:13:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11679.35 total_reward_ma:10575.30 loss:0.02446 fps:2095 +frame:8.94e+06 wall_t:4268 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.6516 +2026-01-08 14:13:05 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11679.35 total_reward_ma:10589.84 loss:0.03679 fps:2095 +frame:8.95e+06 wall_t:4272 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6266 +2026-01-08 14:13:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11749.90 total_reward_ma:10605.44 loss:0.05721 fps:2095 +frame:8.96e+06 wall_t:4276 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5786 +2026-01-08 14:13:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11749.90 total_reward_ma:10621.21 loss:0.0492 fps:2096 +frame:8.97e+06 wall_t:4280 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.6254 +2026-01-08 14:13:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11791.85 total_reward_ma:10638.36 loss:0.05318 fps:2096 +frame:8.98e+06 wall_t:4285 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.6148 +2026-01-08 14:13:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11874.70 total_reward_ma:10658.08 loss:0.01451 fps:2096 +frame:8.99e+06 wall_t:4289 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.6343 +2026-01-08 14:13:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11911.20 total_reward_ma:10680.32 loss:0.02161 fps:2096 +frame:9.00e+06 wall_t:4294 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5915 +2026-01-08 14:13:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11911.20 total_reward_ma:10702.83 loss:0.04026 fps:2096 +frame:9.01e+06 wall_t:4299 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5766 +2026-01-08 14:13:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11976.10 total_reward_ma:10723.85 loss:0.05803 fps:2096 +frame:9.02e+06 wall_t:4303 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6168 +2026-01-08 14:13:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12017.25 total_reward_ma:10745.32 loss:0.01963 fps:2097 +frame:9.03e+06 wall_t:4307 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5887 +2026-01-08 14:13:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12017.25 total_reward_ma:10765.97 loss:0.03402 fps:2096 +frame:9.04e+06 wall_t:4312 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5822 +2026-01-08 14:13:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11967.50 total_reward_ma:10786.08 loss:0.05374 fps:2097 +frame:9.05e+06 wall_t:4316 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5998 +2026-01-08 14:13:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12064.75 total_reward_ma:10807.56 loss:0.01738 fps:2097 +frame:9.06e+06 wall_t:4320 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.6135 +2026-01-08 14:13:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12136.90 total_reward_ma:10829.41 loss:0.03619 fps:2097 +frame:9.07e+06 wall_t:4325 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5745 +2026-01-08 14:14:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12175.10 total_reward_ma:10852.05 loss:0.05829 fps:2097 +frame:9.08e+06 wall_t:4329 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.658 +2026-01-08 14:14:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12158.35 total_reward_ma:10875.59 loss:0.03678 fps:2097 +frame:9.09e+06 wall_t:4334 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5964 +2026-01-08 14:14:11 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12118.45 total_reward_ma:10900.01 loss:0.05071 fps:2098 +frame:9.10e+06 wall_t:4338 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6209 +2026-01-08 14:14:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12089.60 total_reward_ma:10923.90 loss:0.04241 fps:2098 +frame:9.11e+06 wall_t:4342 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6449 +2026-01-08 14:14:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12089.60 total_reward_ma:10946.64 loss:0.04571 fps:2098 +frame:9.12e+06 wall_t:4346 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5876 +2026-01-08 14:14:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11992.00 total_reward_ma:10968.26 loss:0.0233 fps:2098 +frame:9.13e+06 wall_t:4351 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.6061 +2026-01-08 14:14:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11968.35 total_reward_ma:10989.88 loss:0.04058 fps:2099 +frame:9.14e+06 wall_t:4355 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6632 +2026-01-08 14:14:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11961.70 total_reward_ma:11011.43 loss:0.06797 fps:2099 +frame:9.15e+06 wall_t:4359 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6451 +2026-01-08 14:14:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12145.30 total_reward_ma:11034.47 loss:0.04373 fps:2099 +frame:9.16e+06 wall_t:4364 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.6143 +2026-01-08 14:14:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12057.30 total_reward_ma:11056.63 loss:0.02459 fps:2099 +frame:9.17e+06 wall_t:4369 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5787 +2026-01-08 14:14:47 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12105.35 total_reward_ma:11078.05 loss:0.05317 fps:2099 +frame:9.18e+06 wall_t:4374 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6217 +2026-01-08 14:14:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12056.30 total_reward_ma:11099.22 loss:0.03383 fps:2099 +frame:9.19e+06 wall_t:4378 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5821 +2026-01-08 14:14:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12106.70 total_reward_ma:11120.61 loss:0.06685 fps:2099 +frame:9.20e+06 wall_t:4383 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5871 +2026-01-08 14:15:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12373.00 total_reward_ma:11145.61 loss:0.03975 fps:2099 +frame:9.21e+06 wall_t:4388 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.6259 +2026-01-08 14:15:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12082.60 total_reward_ma:11167.77 loss:0.03247 fps:2099 +frame:9.22e+06 wall_t:4393 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6341 +2026-01-08 14:15:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12082.60 total_reward_ma:11189.93 loss:0.03251 fps:2099 +frame:9.23e+06 wall_t:4397 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6223 +2026-01-08 14:15:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12175.30 total_reward_ma:11211.52 loss:0.03966 fps:2099 +frame:9.24e+06 wall_t:4402 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 14:15:20 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12230.10 total_reward_ma:11233.41 loss:0.06371 fps:2099 +frame:9.25e+06 wall_t:4406 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.687 +2026-01-08 14:15:24 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12262.10 total_reward_ma:11255.13 loss:0.0328 fps:2099 +frame:9.26e+06 wall_t:4411 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.6024 +2026-01-08 14:15:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12289.25 total_reward_ma:11277.08 loss:0.05236 fps:2100 +frame:9.27e+06 wall_t:4415 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.6238 +2026-01-08 14:15:33 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12350.65 total_reward_ma:11300.17 loss:0.05452 fps:2100 +frame:9.28e+06 wall_t:4419 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.642 +2026-01-08 14:15:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12210.75 total_reward_ma:11321.25 loss:0.02533 fps:2100 +frame:9.29e+06 wall_t:4424 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6521 +2026-01-08 14:15:42 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12180.45 total_reward_ma:11340.54 loss:0.0335 fps:2100 +frame:9.30e+06 wall_t:4429 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.6174 +2026-01-08 14:15:46 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12242.95 total_reward_ma:11361.23 loss:0.05675 fps:2100 +frame:9.31e+06 wall_t:4433 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6037 +2026-01-08 14:15:51 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12407.50 total_reward_ma:11382.43 loss:0.0424 fps:2100 +frame:9.32e+06 wall_t:4438 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6012 +2026-01-08 14:15:56 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12404.55 total_reward_ma:11403.60 loss:0.02489 fps:2100 +frame:9.33e+06 wall_t:4442 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.6229 +2026-01-08 14:16:00 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12247.95 total_reward_ma:11422.43 loss:0.0504 fps:2100 +frame:9.34e+06 wall_t:4447 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6075 +2026-01-08 14:16:04 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12330.40 total_reward_ma:11441.94 loss:0.04063 fps:2101 +frame:9.35e+06 wall_t:4451 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6264 +2026-01-08 14:16:09 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12342.65 total_reward_ma:11460.08 loss:0.04007 fps:2101 +frame:9.36e+06 wall_t:4456 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5931 +2026-01-08 14:16:13 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12318.95 total_reward_ma:11476.85 loss:0.05441 fps:2101 +frame:9.37e+06 wall_t:4460 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.6469 +2026-01-08 14:16:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12318.45 total_reward_ma:11494.57 loss:0.04565 fps:2101 +frame:9.38e+06 wall_t:4464 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5893 +2026-01-08 14:16:22 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12305.40 total_reward_ma:11511.76 loss:0.04854 fps:2101 +frame:9.39e+06 wall_t:4469 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6533 +2026-01-08 14:16:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12194.45 total_reward_ma:11527.89 loss:0.02325 fps:2101 +frame:9.40e+06 wall_t:4473 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6068 +2026-01-08 14:16:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12194.45 total_reward_ma:11544.02 loss:0.03382 fps:2101 +frame:9.41e+06 wall_t:4478 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.5989 +2026-01-08 14:16:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12149.75 total_reward_ma:11559.83 loss:0.04138 fps:2102 +frame:9.42e+06 wall_t:4482 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.5988 +2026-01-08 14:16:40 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12142.40 total_reward_ma:11575.63 loss:0.03411 fps:2102 +frame:9.43e+06 wall_t:4487 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5865 +2026-01-08 14:16:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12048.40 total_reward_ma:11589.17 loss:0.04412 fps:2102 +frame:9.44e+06 wall_t:4492 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6149 +2026-01-08 14:16:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12093.25 total_reward_ma:11602.33 loss:0.04324 fps:2101 +frame:9.45e+06 wall_t:4497 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5823 +2026-01-08 14:16:55 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12137.35 total_reward_ma:11615.82 loss:0.05693 fps:2102 +frame:9.46e+06 wall_t:4501 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5979 +2026-01-08 14:16:59 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:11840.65 total_reward_ma:11626.24 loss:0.01522 fps:2102 +frame:9.47e+06 wall_t:4506 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.5951 +2026-01-08 14:17:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12111.05 total_reward_ma:11639.36 loss:0.06941 fps:2102 +frame:9.48e+06 wall_t:4510 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.5663 +2026-01-08 14:17:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12111.05 total_reward_ma:11652.89 loss:0.04462 fps:2102 +frame:9.49e+06 wall_t:4514 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.6624 +2026-01-08 14:17:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12271.60 total_reward_ma:11667.04 loss:0.04049 fps:2103 +frame:9.50e+06 wall_t:4518 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.5937 +2026-01-08 14:17:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12336.25 total_reward_ma:11682.60 loss:0.03914 fps:2103 +frame:9.51e+06 wall_t:4523 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6876 +2026-01-08 14:17:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12423.60 total_reward_ma:11698.73 loss:0.05217 fps:2102 +frame:9.52e+06 wall_t:4528 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6141 +2026-01-08 14:17:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12402.30 total_reward_ma:11713.41 loss:0.0348 fps:2102 +frame:9.53e+06 wall_t:4533 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6222 +2026-01-08 14:17:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12407.00 total_reward_ma:11728.42 loss:0.058 fps:2103 +frame:9.54e+06 wall_t:4537 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.598 +2026-01-08 14:17:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12380.50 total_reward_ma:11743.17 loss:0.05407 fps:2103 +frame:9.55e+06 wall_t:4542 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6084 +2026-01-08 14:17:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12657.20 total_reward_ma:11759.03 loss:0.03151 fps:2103 +frame:9.56e+06 wall_t:4546 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.649 +2026-01-08 14:17:43 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12657.10 total_reward_ma:11775.13 loss:0.038 fps:2103 +frame:9.57e+06 wall_t:4550 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6244 +2026-01-08 14:17:48 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13038.95 total_reward_ma:11795.03 loss:0.02636 fps:2103 +frame:9.58e+06 wall_t:4555 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5927 +2026-01-08 14:17:52 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13170.00 total_reward_ma:11816.14 loss:0.04053 fps:2104 +frame:9.59e+06 wall_t:4559 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6479 +2026-01-08 14:17:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13345.15 total_reward_ma:11834.89 loss:0.0296 fps:2103 +frame:9.60e+06 wall_t:4564 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.579 +2026-01-08 14:18:01 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13337.15 total_reward_ma:11854.75 loss:0.04846 fps:2104 +frame:9.61e+06 wall_t:4568 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6083 +2026-01-08 14:18:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13337.15 total_reward_ma:11874.82 loss:0.05083 fps:2104 +frame:9.62e+06 wall_t:4572 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6012 +2026-01-08 14:18:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:12935.45 total_reward_ma:11890.58 loss:0.03587 fps:2104 +frame:9.63e+06 wall_t:4577 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.5921 +2026-01-08 14:18:15 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13006.05 total_reward_ma:11908.00 loss:0.05755 fps:2104 +frame:9.64e+06 wall_t:4581 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.598 +2026-01-08 14:18:19 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13044.40 total_reward_ma:11925.99 loss:0.04828 fps:2104 +frame:9.65e+06 wall_t:4586 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5772 +2026-01-08 14:18:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13288.25 total_reward_ma:11948.06 loss:0.03831 fps:2105 +frame:9.66e+06 wall_t:4590 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.6741 +2026-01-08 14:18:28 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13475.95 total_reward_ma:11973.14 loss:0.02269 fps:2104 +frame:9.67e+06 wall_t:4595 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6577 +2026-01-08 14:18:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13475.95 total_reward_ma:11999.24 loss:0.05131 fps:2105 +frame:9.68e+06 wall_t:4599 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5881 +2026-01-08 14:18:37 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13475.95 total_reward_ma:12024.30 loss:0.04302 fps:2105 +frame:9.69e+06 wall_t:4603 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.616 +2026-01-08 14:18:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13762.90 total_reward_ma:12052.02 loss:0.0479 fps:2105 +frame:9.70e+06 wall_t:4608 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5992 +2026-01-08 14:18:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13734.05 total_reward_ma:12078.52 loss:0.06953 fps:2105 +frame:9.71e+06 wall_t:4612 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.6386 +2026-01-08 14:18:50 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13775.10 total_reward_ma:12105.26 loss:0.03035 fps:2105 +frame:9.72e+06 wall_t:4617 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6613 +2026-01-08 14:18:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13775.10 total_reward_ma:12133.61 loss:0.04973 fps:2106 +frame:9.73e+06 wall_t:4620 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:18:58 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13819.00 total_reward_ma:12162.11 loss:0.03364 fps:2106 +frame:9.74e+06 wall_t:4625 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.6144 +2026-01-08 14:19:03 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13819.00 total_reward_ma:12192.55 loss:0.01906 fps:2106 +frame:9.75e+06 wall_t:4629 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.65 +2026-01-08 14:19:07 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13870.70 total_reward_ma:12221.57 loss:0.04869 fps:2106 +frame:9.76e+06 wall_t:4634 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.6024 +2026-01-08 14:19:12 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13836.95 total_reward_ma:12250.01 loss:0.04261 fps:2106 +frame:9.77e+06 wall_t:4639 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6532 +2026-01-08 14:19:16 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13719.80 total_reward_ma:12277.29 loss:0.03732 fps:2106 +frame:9.78e+06 wall_t:4643 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.6306 +2026-01-08 14:19:21 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13724.90 total_reward_ma:12304.42 loss:0.05448 fps:2106 +frame:9.79e+06 wall_t:4648 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5918 +2026-01-08 14:19:26 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13724.90 total_reward_ma:12331.45 loss:0.05187 fps:2106 +frame:9.80e+06 wall_t:4653 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5936 +2026-01-08 14:19:31 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13597.90 total_reward_ma:12355.52 loss:0.06792 fps:2107 +frame:9.81e+06 wall_t:4657 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.6181 +2026-01-08 14:19:35 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13884.75 total_reward_ma:12381.70 loss:0.03457 fps:2106 +frame:9.82e+06 wall_t:4662 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.6109 +2026-01-08 14:19:39 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13935.25 total_reward_ma:12408.47 loss:0.05609 fps:2107 +frame:9.83e+06 wall_t:4666 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6081 +2026-01-08 14:19:44 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13887.10 total_reward_ma:12435.31 loss:0.03156 fps:2107 +frame:9.84e+06 wall_t:4671 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6151 +2026-01-08 14:19:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:13924.65 total_reward_ma:12462.53 loss:0.04619 fps:2107 +frame:9.85e+06 wall_t:4675 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6584 +2026-01-08 14:19:53 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14010.90 total_reward_ma:12491.33 loss:0.04548 fps:2107 +frame:9.86e+06 wall_t:4680 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6147 +2026-01-08 14:19:57 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14049.30 total_reward_ma:12520.50 loss:0.04703 fps:2107 +frame:9.87e+06 wall_t:4684 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6214 +2026-01-08 14:20:02 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14049.30 total_reward_ma:12551.19 loss:0.04724 fps:2108 +frame:9.88e+06 wall_t:4688 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6135 +2026-01-08 14:20:06 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14115.70 total_reward_ma:12582.54 loss:0.07235 fps:2107 +frame:9.89e+06 wall_t:4693 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:20:10 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14163.40 total_reward_ma:12613.39 loss:0.04814 fps:2108 +frame:9.90e+06 wall_t:4696 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6081 +2026-01-08 14:20:14 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14591.45 total_reward_ma:12648.10 loss:0.0525 fps:2108 +frame:9.91e+06 wall_t:4701 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6453 +2026-01-08 14:20:18 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14591.45 total_reward_ma:12680.26 loss:0.06302 fps:2108 +frame:9.92e+06 wall_t:4705 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.5695 +2026-01-08 14:20:23 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14580.85 total_reward_ma:12711.40 loss:0.05705 fps:2109 +frame:9.93e+06 wall_t:4709 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.624 +2026-01-08 14:20:27 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14622.00 total_reward_ma:12740.83 loss:0.03973 fps:2109 +frame:9.94e+06 wall_t:4714 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6249 +2026-01-08 14:20:32 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14622.00 total_reward_ma:12770.25 loss:0.04506 fps:2109 +frame:9.95e+06 wall_t:4718 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.602 +2026-01-08 14:20:36 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14813.00 total_reward_ma:12800.89 loss:0.06434 fps:2109 +frame:9.96e+06 wall_t:4723 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6041 +2026-01-08 14:20:41 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14813.00 total_reward_ma:12831.51 loss:0.03215 fps:2109 +frame:9.97e+06 wall_t:4728 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.6385 +2026-01-08 14:20:45 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14823.15 total_reward_ma:12861.83 loss:0.03374 fps:2109 +frame:9.98e+06 wall_t:4732 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.7086 +2026-01-08 14:20:49 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14823.15 total_reward_ma:12891.31 loss:0.03493 fps:2109 +frame:9.99e+06 wall_t:4736 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.6896 +2026-01-08 14:20:54 | INFO | PID:1304 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_demonattack_t0_s3 [train] +total_reward:14823.15 total_reward_ma:12920.43 loss:0.04982 fps:2109 +frame:1.00e+07 wall_t:4741 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.6248 +2026-01-08 14:20:54 | INFO | PID:1304 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_spec.json b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0f87f7e1167056822c55228ed4dc6bc0e6d522a3 --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.85, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + "normalize": true, + "batch_norm": false, + "clip_grad_val": 0.5, + "use_same_optim": true, + "loss_spec": { + "name": "MSELoss" + }, + "optim_spec": { + "name": "AdamW", + "lr": 0.00025, + "eps": 1e-05 + }, + "lr_scheduler_spec": { + "name": "LinearToZero", + "frame": 10000000.0 + }, + "gpu": "auto" + } + }, + "env": { + "name": "ALE/DemonAttack-v5", + "num_envs": 16, + "max_frame": 10000000, + "life_loss_info": true + }, + "meta": { + "distributed": false, + "eval_frequency": 10000, + "log_frequency": 10000, + "max_session": 4, + "max_trial": 1, + "rigorous_eval": 0, + "experiment": 0, + "trial": 0, + "session": -1, + "cuda_offset": 0, + "resume": false, + "experiment_ts": "2026_01_08_130150", + "prepath": "data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam85_demonattack_2026_01_08_130150", + "graph_prepath": "data/ppo_atari_lam85_demonattack_2026_01_08_130150/graph/ppo_atari_lam85_demonattack_t0", + "info_prepath": "data/ppo_atari_lam85_demonattack_2026_01_08_130150/info/ppo_atari_lam85_demonattack_t0", + "log_prepath": "data/ppo_atari_lam85_demonattack_2026_01_08_130150/log/ppo_atari_lam85_demonattack_t0", + "model_prepath": "data/ppo_atari_lam85_demonattack_2026_01_08_130150/model/ppo_atari_lam85_demonattack_t0" + }, + "name": "ppo_atari_lam85_demonattack" +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_t0_spec.json b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..0f87f7e1167056822c55228ed4dc6bc0e6d522a3 --- /dev/null +++ b/data/ppo_atari_lam85_demonattack_2026_01_08_130150/ppo_atari_lam85_demonattack_t0_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.85, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + 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